Compare commits

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88 Commits

Author SHA1 Message Date
ValueRaider
91666197c6 Fix Market.summary 2024-12-21 12:46:43 +00:00
ValueRaider
63698c56c3 Improve Market.status formatting 2024-12-21 12:36:18 +00:00
ValueRaider
05d744773f Remove unused raise_errors 2024-12-20 18:51:40 +00:00
ValueRaider
48bdfa06c8 Proof-of-concept Market class 2024-12-20 18:47:10 +00:00
ValueRaider
59d0974773 Merge pull request #2173 from dhruvan2006/feature/full-news
Feature: Fetch upto 200 news articles
2024-12-14 22:05:59 +00:00
Dhruvan Gnanadhandayuthapani
5bc3ec01d0 Refactor get_news() to fetch more articles 2024-12-14 18:21:15 +01:00
ValueRaider
3ac85397cb Merge pull request #2160 from dhruvan2006/feature/search
Feature: Add search feature
2024-12-06 19:44:02 +00:00
Dhruvan Gnanadhandayuthapani
873ab0f574 Added new search feature
Refactor Search

Added unittest for Search

Documentation for Search

Fix unused import
2024-12-05 23:53:33 +01:00
ValueRaider
f5264649b9 Merge pull request #2168 from ericpien/screener_return_self
Update Screener
2024-12-05 22:36:20 +00:00
Eric Pien
90731511ed Update Screener
- Setting Body to Screener returns the Screener Object to enable method chaining. (i.e. `r = yf.Screener().set_predefined_body("day_gainers").response`)
- Limit query size to 250 and raise error if larger. This also avoids unnecessary network calls and makes the issue clearer.
2024-12-04 12:45:14 -08:00
ValueRaider
a8f0998ab8 Merge pull request #2147 from dhruvan2006/fix/price-auto-adjust
Default yf.download() to auto adjust prices
2024-11-23 19:57:22 +00:00
Dhruvan Gnanadhandayuthapani
02785d61a1 Default yf.download() to auto adjust prices 2024-11-23 19:50:51 +01:00
ValueRaider
2167fb380f Merge pull request #2139 from ranaroussi/fix/price-repair-missing-some
Prices dividend repair: fixes
2024-11-19 21:38:13 +00:00
ValueRaider
006649d800 Prices dividend repair: fixes
Fix blind spot (regresssion)
Improve fixing div-too-big
2024-11-19 21:36:24 +00:00
ValueRaider
d3ec9c63ff Merge branch 'main' into dev 2024-11-17 15:13:14 +00:00
ValueRaider
1d27b56b80 Merge pull request #2132 from ranaroussi/dev-documented
New Sphinx docs
2024-11-17 11:50:20 +00:00
ValueRaider
fffe89e691 README: simplify a little 2024-11-17 11:49:05 +00:00
ValueRaider
a9e70b42c0 Merge pull request #2120 from ValueRaider/dev-documented
Improve Sphinx docs
2024-11-16 19:01:51 +00:00
ValueRaider
ce8f8a0b30 Reorganise documentation
Add minimal quick-start to root
Simplify examples/ticker.py
Separate Ticker API into more groups in reference/index.rst
Fix some duplicate labels
2024-11-16 18:57:07 +00:00
ValueRaider
9f517a77ea Merge pull request #2127 from ericpien/fix_growth_estimate
Fix growth_estimates for new key `LTG`
2024-11-16 16:55:04 +00:00
Eric Pien
0a3f9c74bb Fix growth_esitmates for new key LTG
- LTG (long-term growth ?) is new to the API but its meaning is not shown on yahoo yet.
- Support for 5 year numbers seem to have been removed. so commenting it out.
- Amend unit test
2024-11-15 10:19:05 -08:00
ValueRaider
c535c44fd3 Merge pull request #2099 from DamienDuv/bugfix-get-by-isin
fixed a bug throwing an error when trying to get a ticker from certain isin
2024-11-12 18:54:33 +00:00
DamienDuv
272b6f6453 fixed a bug throwing an error when trying to get a ticker from certain isin 2024-11-12 12:22:12 +01:00
ValueRaider
dfe3ec8df7 Version 0.2.49 2024-11-10 21:37:06 +00:00
ValueRaider
bc52389135 Merge pull request #2122 from ranaroussi/hotfix/prices-missing-latest-day
Fix prices-clean discarding both duplicate last rows instead of 1/2
2024-11-10 21:32:22 +00:00
ValueRaider
e077a2b50c Fix prices-clean discarding both duplicate last rows instead of 1/2 2024-11-10 11:14:49 +00:00
ValueRaider
5d8b444281 Action deploy_doc: enable manual trigger 2024-11-05 22:05:45 +00:00
ValueRaider
e27b90d875 Merge pull request #2113 from ericpien/docs
Add Sphinx Documentation
2024-11-05 18:56:01 +00:00
Eric Pien
deafc88520 Add Sphinx Documentation
- Initial draft of Sphinx documentation using rst
    - update docstrings
    - add deploy_doc.yml for automated deployment through GitHub Actions
2024-11-04 13:59:35 -08:00
ValueRaider
c012ceac01 Merge pull request #2111 from ranaroussi/fix/price-repair-fx
Price repair: when fix currency, update metadata
2024-11-03 18:25:25 +00:00
ValueRaider
13d006827f Merge pull request #2109 from ranaroussi/fix/download-tz
Fix times appearing in output from yf.download(ignore_tz=True)
2024-11-03 18:24:46 +00:00
ValueRaider
2d5d752b87 Price repair: when fix currency, update metadata 2024-11-03 18:23:36 +00:00
ValueRaider
f05f99c2b8 Merge pull request #2110 from dhruvan2006/fix/multi-level-index-typo
Fix typo in multi.py download() docs
2024-11-03 12:04:30 +00:00
Dhruvan Gnanadhandayuthapani
ca7f11bb41 Fix typo in multi.py download() 2024-11-03 12:45:42 +01:00
ValueRaider
4157b9e170 Fix times appearing in output from yf.download(ignore_tz=True) 2024-11-02 12:53:14 +00:00
ValueRaider
0bc22f82bb Merge pull request #2108 from ranaroussi/main
sync main -> dev
2024-11-02 12:38:00 +00:00
Ran Aroussi
5e942fdec4 Refactor multi.py to handle single tickers and rename columns 2024-10-25 19:02:07 +01:00
Ran Aroussi
16072e87df Bump version to 0.2.48 2024-10-25 18:59:19 +01:00
Ran Aroussi
6946f99e30 Refactor multi.py to handle single tickers and rename columns 2024-10-25 18:59:03 +01:00
Ran Aroussi
1397dcc4bc Update version.py 2024-10-25 11:34:13 +01:00
Ran Aroussi
7fee3039f4 Delete .DS_Store 2024-10-25 11:33:08 +01:00
Ran Aroussi
4beb489f82 Refactor multi.py to handle single tickers and rename columns 2024-10-25 11:31:20 +01:00
ValueRaider
0f570c4684 Merge pull request #2097 from eltociear/patch-1
docs: update README.md
2024-10-22 18:55:03 +01:00
Ikko Eltociear Ashimine
b32e57fcfe docs: update README.md
minor fix
2024-10-22 17:19:56 +09:00
ValueRaider
0ec5151ff3 Version 0.2.46 2024-10-21 18:37:53 +01:00
ValueRaider
b88a0a6bf5 Merge pull request #2094 from FX196/patch-1
Fix malformed f-string in release `0.2.45`
2024-10-21 18:36:49 +01:00
Yuhong Chen
c218848a69 Fix malformed f-string 2024-10-20 17:36:22 -07:00
ValueRaider
f19dff247e Version 0.2.45 2024-10-20 22:59:16 +01:00
ValueRaider
1de113eccd Merge pull request #2091 from ranaroussi/dev
sync dev -> main
2024-10-20 22:56:26 +01:00
ValueRaider
8daa477167 Merge pull request #2090 from ranaroussi/feature/divident-repair-improve
Feature/dividend repair improve
2024-10-20 22:55:52 +01:00
ValueRaider
3152715d45 Improve divident repair
Dividend repair tweaks:
- handle coincident split missing from dividend
- avoid 100x price changes confusing detection of div too-big/small
- improve detecting div-date-wrong
2024-10-20 21:50:08 +01:00
ValueRaider
ee657b24d5 Merge pull request #2087 from ranaroussi/fix/debug-msg
Fix IndexError in some history() debug messages
2024-10-20 16:31:33 +01:00
ValueRaider
4672715a86 Merge pull request #2066 from ericpien/screener
Implement Screener Feature
2024-10-19 22:13:46 +01:00
Eric Pien
4a70b59db9 Simplify README for Screener
- Reduce the information provided in README with the expectation of migrating to separate documentation.
2024-10-19 09:27:32 -07:00
Ran Aroussi
12e815d977 Update README.md 2024-10-17 21:51:59 +01:00
ValueRaider
e282d1b59c Fix IndexError in some history() debug messages 2024-10-12 11:48:11 +01:00
ValueRaider
7e0946ed37 Merge pull request #2080 from ranaroussi/main
sync main -> dev
2024-10-07 21:30:03 +01:00
ValueRaider
a21fc073b8 Merge pull request #2059 from marco-carvalho/patch-1
Add Pyright type checking
2024-10-07 19:50:24 +01:00
ValueRaider
a9e3cf0780 Merge pull request #2072 from algonell/main
Fix typos
2024-10-05 20:08:10 +01:00
ValueRaider
0f63ecc2bd Merge pull request #2068 from antoniouaa/fix_tickers_single
fix keyerror with single element list passed to Tickers
2024-10-03 20:09:52 +01:00
Andrew Kreimer
10800a1070 Fix typos 2024-10-03 22:01:53 +03:00
Andrew Kreimer
db39b3fca4 Fix a typo 2024-10-03 22:00:57 +03:00
Andrew Kreimer
10d6221718 Fix typos 2024-10-03 22:00:29 +03:00
ValueRaider
17f07e08ef Merge pull request #2069 from ranaroussi/main
sync main -> dev
2024-10-02 20:12:48 +01:00
ValueRaider
f82823c624 Merge pull request #2067 from ranaroussi/fix/tests-context
Fix unit tests contextual imports
2024-10-02 20:11:30 +01:00
antoniouaa
ebc4e200c1 fix keyerror with single element list passed to Tickers 2024-10-01 23:15:54 +01:00
ValueRaider
a8df88b2d2 Fix unit tests contextual imports 2024-10-01 21:24:51 +01:00
Eric Pien
048378ea20 Implement Screener
- Add a new class Screener, Query, and EquityQuery
- Refactor YfData.get() to enable YfData.post() to all of get's implementations
- Add test for the Screener
- Add new set and map to const

Screener can be used to filter yahoo finance. This can be used to get the top gainers of the day, and more customized queries that a user may want to automate.
2024-09-30 18:01:11 -07:00
ValueRaider
9e2252e451 Version 0.2.44 2024-09-30 19:57:57 +01:00
ValueRaider
4c3c228724 Merge pull request #2063 from ranaroussi/dev
sync dev -> main
2024-09-30 19:55:01 +01:00
ValueRaider
3535fb9ed7 Fix test fails in _fix_prices_sudden_change 2024-09-29 23:03:44 +01:00
ValueRaider
dd663a404a Merge pull request #2062 from ranaroussi/feature/improve-div-repair
Improve dividend repair
2024-09-29 20:32:54 +01:00
ValueRaider
ce530b0855 Improve dividend repair
Improve dividend repair:
- detect wrong date
- detect split missing from coincident dividend
- improve detecting adjust contradicting price action
- improve detecting when Close has adjustment
  (remove phantoms before, then use AdjClose -> AdjLow deltas)

Stop negative 'Adj Close' triggering a 'sudden change' repair.
2024-09-29 16:44:23 +01:00
ValueRaider
1890ff2b6d Merge pull request #2058 from ericpien/sectors
Feature Proposal: Support Sector and Industry data from Markets Tab
2024-09-22 17:53:39 +01:00
Eric Pien
3a0b6c2315 Implement Sector and Industry
Sector and Industry class to query the data available on: https://finance.yahoo.com/sectors/:
- sector / industry overview
- sector / industry top companies
- sector / industry research reports
- sector top ETFs
- sector top Mutual Funds
- industries within sector
- industry's sector
- industry's top performing companies
- industry's top growth companies
2024-09-22 08:35:12 -07:00
ValueRaider
676500854c Bug template: clarify 'bad data proof' 2024-09-21 11:56:54 +01:00
Marco Carvalho
f1d5c1d06f Update pyright.yml 2024-09-19 16:08:40 -03:00
Marco Carvalho
d65bf2d761 Update requirements.txt 2024-09-19 15:57:55 -03:00
Marco Carvalho
81deec0d6c Update pyrightconfig.json 2024-09-19 11:32:57 -03:00
Marco Carvalho
74f44a4e1e Update pyright.yml 2024-09-19 11:14:09 -03:00
Marco Carvalho
691904202b Create pyright.yml 2024-09-19 11:09:13 -03:00
Marco Carvalho
3fc54ab249 Create pyrightconfig.json 2024-09-19 11:08:56 -03:00
Marco Carvalho
d7c6f5f320 Update requirements.txt 2024-09-19 11:08:08 -03:00
ValueRaider
6b7a511765 Merge pull request #2041 from ericpien/funds
implement support for funds data
2024-09-08 12:53:20 +01:00
Eric Pien
f584b0c7d0 implementing support for funds data
- adding to scraper a new class FundsData.
- Ticker can now reference the data via ticker.funds_data when appropriate.
- Add unit tests in test_ticker.py for the funds data
2024-09-07 13:49:54 -07:00
ValueRaider
8cadad2cbb Merge pull request #2048 from ranaroussi/main
sync main -> dev
2024-09-04 21:44:28 +01:00
ValueRaider
3fe87cb132 Merge pull request #2039 from joncokisler/main
Fix typo in README.md #2038
2024-08-26 19:27:55 +01:00
Jon Cokisler
72684b1784 fix typo in README 2024-08-26 13:51:45 -04:00
88 changed files with 12327 additions and 6466 deletions

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.DS_Store vendored Normal file

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@@ -63,7 +63,7 @@ body:
id: bad-data-proof
attributes:
label: "Bad data proof"
description: "If you think `yfinance` returning bad data, provide your proof here."
description: "If `yfinance` returning bad data, show proof here. Best is screenshot of finance.yahoo.com"
validations:
required: false

43
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@@ -0,0 +1,43 @@
name: Build and Deploy Sphinx Docs
on:
push:
branches:
- dev-documented
workflow_dispatch:
jobs:
build:
runs-on: ubuntu-latest
steps:
- name: Check out the repository
uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.x'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r requirements.txt
pip install Sphinx==8.0.2 pydata-sphinx-theme==0.15.4 Jinja2==3.1.4 sphinx-copybutton==0.5.2
- name: Build Sphinx documentation
run: |
sphinx-build -b html doc/source doc/_build/html -v
- name: List generated HTML files
run: |
ls -l -R doc/_build/html
- name: Deploy to GitHub Pages
uses: peaceiris/actions-gh-pages@v4
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
publish_branch: documentation
publish_dir: doc/_build/html
destination_dir: docs
enable_jekyll: false

27
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@@ -0,0 +1,27 @@
name: Pyright
on:
pull_request:
branches:
- master
- main
- dev
jobs:
pyright:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@v4
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install pyright
- name: Run Pyright
run: pyright . --level error

7
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@@ -18,3 +18,10 @@ test.ipynb
env/
venv/
ENV/
# Documentation
/doc/build/
/doc/_build/
/doc/source/reference/api
!yfinance.css
!/doc/source/development/assets/branches.png

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@@ -1,6 +1,39 @@
Change Log
===========
0.2.49
------
Fix prices-clean rarely discarding good data #2122
0.2.47 and 0.2.48
-----------------
Add yf.download(multi_level_index)
0.2.46
------
Fix regression in 0.2.45 #2094
0.2.45
------
Features:
- Screener #2066 @ericpien
Fixes
- Tickers keyerror #2068 @antoniouaa
- IndexError in some history() debug messages #2087
- improve dividend repair #2090
Maintenance
- fix unit tests contextual imports #2067
- fix typos #2072 @algonell
- add Pyright type checking #2059 @marco-carvalho
0.2.44
------
Features:
- fetch funds #2041
- fetch sector & industry #2058
Fixes:
- improve dividend repair #2062
0.2.43
------
Fix price-repair bug introduced in 0.2.42 #2036
@@ -351,7 +384,7 @@ Jumping to 0.2 for this big update. 0.1.* will continue to receive bug-fixes
- Fix timezone handling
- Fix handling of missing data
- Clean&format earnings_dates table
- Add ``.get_earnings_dates()`` to retreive earnings calendar
- Add ``.get_earnings_dates()`` to retrieve earnings calendar
- Added ``.get_earnings_history()`` to fetch earnings data
0.1.70
@@ -663,7 +696,7 @@ Jumping to 0.2 for this big update. 0.1.* will continue to receive bug-fixes
- Removed 5 second wait for every failed fetch
- Reduced TTL for Yahoo!'s cookie
- Keeps track of failed downloads and tries to re-download all failed downloads one more time before giving up
- Added progress bar (can be turned off useing ``progress=False``)
- Added progress bar (can be turned off using ``progress=False``)
0.0.7
-------

242
README.md
View File

@@ -28,248 +28,36 @@ Yahoo! finance API is intended for personal use only.**
<a target="new" href="https://pypi.python.org/pypi/yfinance"><img border=0 src="https://img.shields.io/pypi/v/yfinance.svg?maxAge=60%" alt="PyPi version"></a>
<a target="new" href="https://pypi.python.org/pypi/yfinance"><img border=0 src="https://img.shields.io/pypi/status/yfinance.svg?maxAge=60" alt="PyPi status"></a>
<a target="new" href="https://pypi.python.org/pypi/yfinance"><img border=0 src="https://img.shields.io/pypi/dm/yfinance.svg?maxAge=2592000&label=installs&color=%2327B1FF" alt="PyPi downloads"></a>
<a target="new" href="https://travis-ci.com/github/ranaroussi/yfinance"><img border=0 src="https://img.shields.io/travis/ranaroussi/yfinance/main.svg?maxAge=1" alt="Travis-CI build status"></a>
<a target="new" href="https://www.codefactor.io/repository/github/ranaroussi/yfinance"><img border=0 src="https://www.codefactor.io/repository/github/ranaroussi/yfinance/badge" alt="CodeFactor"></a>
<a target="new" href="https://github.com/ranaroussi/yfinance"><img border=0 src="https://img.shields.io/github/stars/ranaroussi/yfinance.svg?style=social&label=Star&maxAge=60" alt="Star this repo"></a>
<a target="new" href="https://twitter.com/aroussi"><img border=0 src="https://img.shields.io/twitter/follow/aroussi.svg?style=social&label=Follow&maxAge=60" alt="Follow me on twitter"></a>
**yfinance** offers a Pythonic way to fetch financial & market data from [Yahoo!Ⓡ finance](https://finance.yahoo.com).
**yfinance** offers a threaded and Pythonic way to download market data from [Yahoo!Ⓡ finance](https://finance.yahoo.com).
## Main components
→ Check out this [Blog post](https://aroussi.com/#post/python-yahoo-finance) for a detailed tutorial with code examples.
- `Ticker`: single ticker data
- `Tickers`: multiple tickers' data
- `download`: download market data for multiple tickers
- `Search`: quotes and news from search
- `Sector` and `Industry`: sector and industry information
- `EquityQuery` and `Screener`: build query to screen market
[Changelog »](https://github.com/ranaroussi/yfinance/blob/main/CHANGELOG.rst)
---
- [Installation](#installation)
- [Quick start](#quick-start)
- [Advanced](#logging)
- [Wiki](https://github.com/ranaroussi/yfinance/wiki)
- [Contribute](#developers-want-to-contribute)
---
## **NEW DOCUMENTATION WEBSITE**: [ranaroussi.github.io/yfinance](https://ranaroussi.github.io/yfinance/index.html)
## Installation
Install `yfinance` using `pip`:
Install `yfinance` from PYPI using `pip`:
``` {.sourceCode .bash}
$ pip install yfinance --upgrade --no-cache-dir
$ pip install yfinance
```
[With Conda](https://anaconda.org/ranaroussi/yfinance).
To install with optional dependencies, replace `optional` with: `nospam` for [caching-requests](#smarter-scraping), `repair` for [price repair](https://github.com/ranaroussi/yfinance/wiki/Price-repair), or `nospam,repair` for both:
``` {.sourceCode .bash}
$ pip install "yfinance[optional]"
```
[Required dependencies](./requirements.txt) , [all dependencies](./setup.py#L62).
---
## Quick Start
### The Ticker module
The `Ticker` module, which allows you to access ticker data in a more Pythonic way:
```python
import yfinance as yf
msft = yf.Ticker("MSFT")
# get all stock info
msft.info
# get historical market data
hist = msft.history(period="1mo")
# show meta information about the history (requires history() to be called first)
msft.history_metadata
# show actions (dividends, splits, capital gains)
msft.actions
msft.dividends
msft.splits
msft.capital_gains # only for mutual funds & etfs
# show share count
msft.get_shares_full(start="2022-01-01", end=None)
# show financials:
msft.calendar
msft.sec_filings
# - income statement
msft.income_stmt
msft.quarterly_income_stmt
# - balance sheet
msft.balance_sheet
msft.quarterly_balance_sheet
# - cash flow statement
msft.cashflow
msft.quarterly_cashflow
# see `Ticker.get_income_stmt()` for more options
# show holders
msft.major_holders
msft.institutional_holders
msft.mutualfund_holders
msft.insider_transactions
msft.insider_purchases
msft.insider_roster_holders
msfs.sustainability
# show recommendations
msft.recommendations
msft.recommendations_summary
msft.upgrades_downgrades
# show analysts data
msft.analyst_price_targets
msft.earnings_estimate
msft.revenue_estimate
msft.earnings_history
msft.eps_trend
msft.eps_revisions
msft.growth_estimates
# Show future and historic earnings dates, returns at most next 4 quarters and last 8 quarters by default.
# Note: If more are needed use msft.get_earnings_dates(limit=XX) with increased limit argument.
msft.earnings_dates
# show ISIN code - *experimental*
# ISIN = International Securities Identification Number
msft.isin
# show options expirations
msft.options
# show news
msft.news
# get option chain for specific expiration
opt = msft.option_chain('YYYY-MM-DD')
# data available via: opt.calls, opt.puts
```
If you want to use a proxy server for downloading data, use:
```python
import yfinance as yf
msft = yf.Ticker("MSFT")
msft.history(..., proxy="PROXY_SERVER")
msft.get_actions(proxy="PROXY_SERVER")
msft.get_dividends(proxy="PROXY_SERVER")
msft.get_splits(proxy="PROXY_SERVER")
msft.get_capital_gains(proxy="PROXY_SERVER")
msft.get_balance_sheet(proxy="PROXY_SERVER")
msft.get_cashflow(proxy="PROXY_SERVER")
msft.option_chain(..., proxy="PROXY_SERVER")
...
```
### Multiple tickers
To initialize multiple `Ticker` objects, use
```python
import yfinance as yf
tickers = yf.Tickers('msft aapl goog')
# access each ticker using (example)
tickers.tickers['MSFT'].info
tickers.tickers['AAPL'].history(period="1mo")
tickers.tickers['GOOG'].actions
```
To download price history into one table:
```python
import yfinance as yf
data = yf.download("SPY AAPL", period="1mo")
```
#### `yf.download()` and `Ticker.history()` have many options for configuring fetching and processing. [Review the Wiki](https://github.com/ranaroussi/yfinance/wiki) for more options and detail.
### Logging
`yfinance` now uses the `logging` module to handle messages, default behaviour is only print errors. If debugging, use `yf.enable_debug_mode()` to switch logging to debug with custom formatting.
### Smarter scraping
Install the `nospam` packages for smarter scraping using `pip` (see [Installation](#installation)). These packages help cache calls such that Yahoo is not spammed with requests.
To use a custom `requests` session, pass a `session=` argument to
the Ticker constructor. This allows for caching calls to the API as well as a custom way to modify requests via the `User-agent` header.
```python
import requests_cache
session = requests_cache.CachedSession('yfinance.cache')
session.headers['User-agent'] = 'my-program/1.0'
ticker = yf.Ticker('msft', session=session)
# The scraped response will be stored in the cache
ticker.actions
```
Combine `requests_cache` with rate-limiting to avoid triggering Yahoo's rate-limiter/blocker that can corrupt data.
```python
from requests import Session
from requests_cache import CacheMixin, SQLiteCache
from requests_ratelimiter import LimiterMixin, MemoryQueueBucket
from pyrate_limiter import Duration, RequestRate, Limiter
class CachedLimiterSession(CacheMixin, LimiterMixin, Session):
pass
session = CachedLimiterSession(
limiter=Limiter(RequestRate(2, Duration.SECOND*5)), # max 2 requests per 5 seconds
bucket_class=MemoryQueueBucket,
backend=SQLiteCache("yfinance.cache"),
)
```
### Managing Multi-Level Columns
The following answer on Stack Overflow is for [How to deal with
multi-level column names downloaded with
yfinance?](https://stackoverflow.com/questions/63107801)
- `yfinance` returns a `pandas.DataFrame` with multi-level column
names, with a level for the ticker and a level for the stock price
data
- The answer discusses:
- How to correctly read the the multi-level columns after
saving the dataframe to a csv with `pandas.DataFrame.to_csv`
- How to download single or multiple tickers into a single
dataframe with single level column names and a ticker column
### Persistent cache store
To reduce Yahoo, yfinance store some data locally: timezones to localize dates, and cookie. Cache location is:
- Windows = C:/Users/\<USER\>/AppData/Local/py-yfinance
- Linux = /home/\<USER\>/.cache/py-yfinance
- MacOS = /Users/\<USER\>/Library/Caches/py-yfinance
You can direct cache to use a different location with `set_tz_cache_location()`:
```python
import yfinance as yf
yf.set_tz_cache_location("custom/cache/location")
...
```
---
The list of changes can be found in the [Changelog](https://github.com/ranaroussi/yfinance/blob/main/CHANGELOG.rst)
## Developers: want to contribute?
`yfinance` relies on community to investigate bugs and contribute code. Developer guide: https://github.com/ranaroussi/yfinance/discussions/1084
`yfinance` relies on community to investigate bugs, review code, and contribute code. Developer guide: https://github.com/ranaroussi/yfinance/discussions/1084
---
@@ -278,7 +66,6 @@ yf.set_tz_cache_location("custom/cache/location")
**yfinance** is distributed under the **Apache Software License**. See
the [LICENSE.txt](./LICENSE.txt) file in the release for details.
AGAIN - yfinance is **not** affiliated, endorsed, or vetted by Yahoo, Inc. It's
an open-source tool that uses Yahoo's publicly available APIs, and is
intended for research and educational purposes. You should refer to Yahoo!'s terms of use
@@ -291,6 +78,7 @@ details on your rights to use the actual data downloaded.
### P.S.
Please drop me an note with any feedback you have.
Please drop me a note with any feedback you have.
**Ran Aroussi**

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# Minimal makefile for Sphinx documentation
#
# You can set these variables from the command line, and also
# from the environment for the first two.
SPHINXOPTS ?=
SPHINXBUILD ?= sphinx-build
SOURCEDIR = source
BUILDDIR = build
# Put it first so that "make" without argument is like "make help".
help:
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
.PHONY: help Makefile
# Catch-all target: route all unknown targets to Sphinx using the new
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
%: Makefile
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

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@ECHO OFF
pushd %~dp0
REM Command file for Sphinx documentation
if "%SPHINXBUILD%" == "" (
set SPHINXBUILD=sphinx-build
)
set SOURCEDIR=source
set BUILDDIR=build
%SPHINXBUILD% >NUL 2>NUL
if errorlevel 9009 (
echo.
echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
echo.installed, then set the SPHINXBUILD environment variable to point
echo.to the full path of the 'sphinx-build' executable. Alternatively you
echo.may add the Sphinx directory to PATH.
echo.
echo.If you don't have Sphinx installed, grab it from
echo.https://www.sphinx-doc.org/
exit /b 1
)
if "%1" == "" goto help
%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
goto end
:help
%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
:end
popd

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@@ -0,0 +1,4 @@
/* Hide the "Section Navigation" title */
p.bd-links__title {
display: none;
}

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@@ -0,0 +1,29 @@
:orphan:
{{ objname | escape | underline }}
.. currentmodule:: {{ module }}
.. autoclass:: {{ objname }}
{% block attributes %}
{% if attributes %}
.. rubric:: Attributes
{% for item in attributes %}
.. autoattribute:: {{ item }}
:noindex:
{%- endfor %}
{% endif %}
{% endblock attributes %}
{% block methods %}
{% if methods %}
.. rubric:: Methods
{% for item in methods %}
.. automethod:: {{ item }}
:noindex:
{%- endfor %}
{% endif %}
{% endblock methods %}

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@@ -0,0 +1,59 @@
Caching
=======
Smarter Scraping
----------------
Install the `nospam` package to cache API calls and reduce spam to Yahoo:
.. code-block:: bash
pip install yfinance[nospam]
To use a custom `requests` session, pass a `session=` argument to
the Ticker constructor. This allows for caching calls to the API as well as a custom way to modify requests via the `User-agent` header.
.. code-block:: python
import requests_cache
session = requests_cache.CachedSession('yfinance.cache')
session.headers['User-agent'] = 'my-program/1.0'
ticker = yf.Ticker('MSFT', session=session)
# The scraped response will be stored in the cache
ticker.actions
Combine `requests_cache` with rate-limiting to avoid triggering Yahoo's rate-limiter/blocker that can corrupt data.
.. code-block:: python
from requests import Session
from requests_cache import CacheMixin, SQLiteCache
from requests_ratelimiter import LimiterMixin, MemoryQueueBucket
from pyrate_limiter import Duration, RequestRate, Limiter
class CachedLimiterSession(CacheMixin, LimiterMixin, Session):
pass
session = CachedLimiterSession(
limiter=Limiter(RequestRate(2, Duration.SECOND*5)), # max 2 requests per 5 seconds
bucket_class=MemoryQueueBucket,
backend=SQLiteCache("yfinance.cache"),
)
Persistent Cache
----------------
To reduce Yahoo, yfinance store some data locally: timezones to localize dates, and cookie. Cache location is:
- Windows = C:/Users/\<USER\>/AppData/Local/py-yfinance
- Linux = /home/\<USER\>/.cache/py-yfinance
- MacOS = /Users/\<USER\>/Library/Caches/py-yfinance
You can direct cache to use a different location with :attr:`set_tz_cache_location <yfinance.set_tz_cache_location>`:
.. code-block:: python
import yfinance as yf
yf.set_tz_cache_location("custom/cache/location")

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@@ -0,0 +1,11 @@
========
Advanced
========
.. toctree::
:maxdepth: 2
logging
proxy
caching
multi_level_columns

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@@ -0,0 +1,11 @@
Logging
=======
`yfinance` uses the `logging` module to handle messages. By default, only errors are logged.
If debugging, you can switch to debug mode with custom formatting using:
.. code-block:: python
import yfinance as yf
yf.enable_debug_mode()

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@@ -0,0 +1,13 @@
************************
Multi-Level Column Index
************************
The following answer on Stack Overflow is for `How to deal with
multi-level column names downloaded with yfinance? <https://stackoverflow.com/questions/63107801>`_
- `yfinance` returns a `pandas.DataFrame` with multi-level column names, with a level for the ticker and a level for the stock price data
The answer discusses:
- How to correctly read the the multi-level columns after saving the dataframe to a csv with `pandas.DataFrame.to_csv`
- How to download single or multiple tickers into a singledataframe with single level column names and a ticker column

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@@ -0,0 +1,11 @@
************
Proxy Server
************
You can download data via a proxy:
.. code-block:: python
msft = yf.Ticker("MSFT")
msft.history(..., proxy="PROXY_SERVER")

45
doc/source/conf.py Normal file
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@@ -0,0 +1,45 @@
import os
import sys
sys.path.insert(0, os.path.abspath('../..'))
# Configuration file for the Sphinx documentation builder.
#
# For the full list of built-in configuration values, see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Project information -----------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
project = 'yfinance - market data downloader'
copyright = '2017-2019 Ran Aroussi'
author = 'Ran Aroussi'
# -- General configuration ---------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
extensions = ['sphinx.ext.autodoc',
'sphinx.ext.napoleon',
"sphinx.ext.githubpages",
"sphinx.ext.autosectionlabel",
"sphinx.ext.autosummary",
"sphinx_copybutton"]
templates_path = ['_templates']
exclude_patterns = []
autoclass_content = 'both'
autosummary_generate = True
autodoc_default_options = {
'exclude-members': '__init__'
}
# -- Options for HTML output -------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
html_title = 'yfinance'
html_theme = 'pydata_sphinx_theme'
html_theme_options = {
"github_url": "https://github.com/ranaroussi/yfinance",
"navbar_align": "left"
}
html_static_path = ['_static']
html_css_files = ['yfinance.css']

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********************************
Contributiong to yfinance
********************************
`yfinance` relies on the community to investigate bugs and contribute code. Heres how you can help:
Contributing
------------
1. Fork the repository on GitHub.
2. Clone your forked repository:
.. code-block:: bash
git clone https://github.com/your-username/yfinance.git
3. Create a new branch for your feature or bug fix:
.. code-block:: bash
git checkout -b feature-branch-name
4. Make your changes, commit them, and push your branch to GitHub. To keep the commit history and `network graph <https://github.com/ranaroussi/yfinance/network>`_ compact:
Use short summaries for commits
.. code-block:: shell
git commit -m "short summary" -m "full commit message"
**Squash** tiny or negligible commits with meaningful ones.
.. code-block:: shell
git rebase -i HEAD~2
git push --force-with-lease origin <branch-name>
5. Open a pull request on the `yfinance` GitHub page.
For more information, see the `Developer Guide <https://github.com/ranaroussi/yfinance/discussions/1084>`_.
Branches
---------
To support rapid development without breaking stable versions, this project uses a two-layer branch model:
.. image:: assets/branches.png
:alt: Branching Model
`Inspiration <https://miro.medium.com/max/700/1*2YagIpX6LuauC3ASpwHekg.png>`_
- **dev**: New features and some bug fixes are merged here. This branch allows collective testing, conflict resolution, and further stabilization before merging into the stable branch.
- **main**: Stable branch where PIP releases are created.
By default, branches target **main**, but most contributions should target **dev**.
**Exceptions**:
Direct merges to **main** are allowed if:
- `yfinance` is massively broken
- Part of `yfinance` is broken, and the fix is simple and isolated
Unit Tests
----------
Tests are written using Pythons `unittest` module. Here are some ways to run tests:
- **Run all price tests**:
.. code-block:: shell
python -m unittest tests.test_prices
- **Run a subset of price tests**:
.. code-block:: shell
python -m unittest tests.test_prices.TestPriceRepair
- **Run a specific test**:
.. code-block:: shell
python -m unittest tests.test_prices.TestPriceRepair.test_ticker_missing
- **Run all tests**:
.. code-block:: shell
python -m unittest discover -s tests
Rebasing
--------------
If asked to move your branch from **main** to **dev**:
1. Ensure all relevant branches are pulled.
2. Run:
.. code-block:: shell
git checkout <your-branch>
git rebase --onto dev main <branch-name>
git push --force-with-lease origin <branch-name>
Running the GitHub Version of yfinance
--------------------------------------
To download and run a GitHub version of `yfinance`, refer to `GitHub discussion <https://github.com/ranaroussi/yfinance/discussions/1080>`_

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@@ -0,0 +1,46 @@
*************************************
Contribution to the documentation
*************************************
.. contents:: Documentation:
:local:
About documentation
------------------------
* yfinance documentation is written in reStructuredText (rst) and built using Sphinx.
* The documentation file is in `doc/source/..`.
* Most of the notes under API References read from class and methods docstrings. These documentations, found in `doc/source/reference/api` is autogenerated by Sphinx and not included in git.
Building documentation locally
-------------------------------
To build the documentation locally, follow these steps:
1. **Install Required Dependencies**:
* Make sure `Sphinx` and any other dependencies are installed. If a `requirements.txt` file is available, you can install dependencies by running:
.. code-block:: console
pip install -r requirements.txt
2. **Build with Sphinx**:
* After dependencies are installed, use the sphinx-build command to generate HTML documentation.
* Go to `doc/` directory Run:
.. code-block:: console
make clean && make html
3. **View Documentation Locally**:
* Open `doc/build/html/index.html` in the browser to view the generated documentation.
Building documentation on main
-------------------------------
The documentation updates are built on merge to `main` branch. This is done via GitHub Actions workflow based on `/yfinance/.github/workflows/deploy_doc.yml`.
1. Reivew the changes locally and push to `dev`.
2. When `dev` gets merged to `main`, GitHub Actions workflow is automated to build documentation.

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===========
Development
===========
.. toctree::
:maxdepth: 1
contributing
documentation
reporting_bug

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********************************
Reporting a Bug
********************************
Open a new issue on our `GitHub <https://github.com/ranaroussi/yfinance/issues>`_.

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yfinance documentation
======================
Download Market Data from Yahoo! Finance's API
----------------------------------------------
.. admonition:: IMPORTANT LEGAL DISCLAIMER
**Yahoo!, Y!Finance, and Yahoo! finance are registered trademarks of Yahoo, Inc.**
yfinance is **not** affiliated, endorsed, or vetted by Yahoo, Inc. It's
an open-source tool that uses Yahoo's publicly available APIs, and is
intended for research and educational purposes.
**You should refer to Yahoo!'s terms of use**
(`here <https://policies.yahoo.com/us/en/yahoo/terms/product-atos/apiforydn/index.htm>`__),
(`here <https://legal.yahoo.com/us/en/yahoo/terms/otos/index.html>`__),
and (`here <https://policies.yahoo.com/us/en/yahoo/terms/index.htm>`__)
for details on your rights to use the actual data downloaded.
Remember - the Yahoo! finance API is intended for personal use only.
Install
-------
.. code-block:: bash
$ pip install yfinance
Quick start
-----------
Showing a small sample of yfinance API, the full API is much bigger and covered in :doc:`reference/index`.
.. code-block:: python
import yfinance as yf
dat = yf.Ticker("MSFT")
One ticker symbol
.. code-block:: python
dat = yf.Ticker("MSFT")
dat.info
dat.calendar
dat.analyst_price_targets
dat.quarterly_income_stmt
dat.history(period='1mo')
dat.option_chain(dat.options[0]).calls
Multiple ticker symbols
.. code-block:: python
tickers = yf.Tickers('MSFT AAPL GOOG')
tickers.tickers['MSFT'].info
yf.download(['MSFT', 'AAPL', 'GOOG'], period='1mo')
Funds
.. code-block:: python
spy = yf.Ticker('SPY').funds_data
spy.description
spy.top_holdings
.. toctree::
:maxdepth: 1
:titlesonly:
advanced/index
reference/index
development/index

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@@ -0,0 +1,2 @@
import yfinance as yf
data = yf.download("SPY AAPL", period="1mo")

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@@ -0,0 +1,18 @@
import yfinance as yf
spy = yf.Ticker('SPY')
data = spy.funds_data
# show fund description
data.description
# show operational information
data.fund_overview
data.fund_operations
# show holdings related information
data.asset_classes
data.top_holdings
data.equity_holdings
data.bond_holdings
data.bond_ratings
data.sector_weightings

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@@ -0,0 +1,13 @@
import yfinance as yf
msft = yf.Ticker("MSFT")
msft.history(..., proxy="PROXY_SERVER")
msft.get_actions(proxy="PROXY_SERVER")
msft.get_dividends(proxy="PROXY_SERVER")
msft.get_splits(proxy="PROXY_SERVER")
msft.get_capital_gains(proxy="PROXY_SERVER")
msft.get_balance_sheet(proxy="PROXY_SERVER")
msft.get_cashflow(proxy="PROXY_SERVER")
msft.option_chain(..., proxy="PROXY_SERVER")
...

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@@ -0,0 +1,7 @@
import yfinance as yf
# get list of quotes
quotes = yf.Search("AAPL", max_results=10).quotes
# get list of news
news = yf.Search("Google", news_count=10).news

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@@ -0,0 +1,25 @@
import yfinance as yf
tech = yf.Sector('technology')
software = yf.Industry('software-infrastructure')
# Common information
tech.key
tech.name
tech.symbol
tech.ticker
tech.overview
tech.top_companies
tech.research_reports
# Sector information
tech.top_etfs
tech.top_mutual_funds
tech.industries
# Industry information
software.sector_key
software.sector_name
software.top_performing_companies
software.top_growth_companies

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@@ -0,0 +1,11 @@
import yfinance as yf
# Ticker to Sector and Industry
msft = yf.Ticker('MSFT')
tech = yf.Sector(msft.info.get('sectorKey'))
software = yf.Industry(msft.info.get('industryKey'))
# Sector and Industry to Ticker
tech_ticker = tech.ticker
tech_ticker.info
software_ticker = software.ticker
software_ticker.history()

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@@ -0,0 +1,22 @@
import yfinance as yf
dat = yf.Ticker("MSFT")
# get historical market data
dat.history(period='1mo')
# options
dat.option_chain(dat.options[0]).calls
# get financials
dat.balance_sheet
dat.quarterly_income_stmt
# dates
dat.calendar
# general info
dat.info
# analysis
dat.analyst_price_targets

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@@ -0,0 +1,8 @@
import yfinance as yf
tickers = yf.Tickers('msft aapl goog')
# access each ticker using (example)
tickers.tickers['MSFT'].info
tickers.tickers['AAPL'].history(period="1mo")
tickers.tickers['GOOG'].actions

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@@ -0,0 +1,41 @@
=============
API Reference
=============
Overview
--------
The `yfinance` package provides easy access to Yahoo! Finance's API to retrieve market data. It includes classes and functions for downloading historical market data, accessing ticker information, managing cache, and more.
Public API
==========
The following are the publicly available classes, and functions exposed by the `yfinance` package:
- :attr:`Ticker <yfinance.Ticker>`: Class for accessing single ticker data.
- :attr:`Tickers <yfinance.Tickers>`: Class for handling multiple tickers.
- :attr:`Search <yfinance.Search>`: Class for accessing search results.
- :attr:`Sector <yfinance.Sector>`: Domain class for accessing sector information.
- :attr:`Industry <yfinance.Industry>`: Domain class for accessing industry information.
- :attr:`download <yfinance.download>`: Function to download market data for multiple tickers.
- :attr:`EquityQuery <yfinance.EquityQuery>`: Class to build equity market query.
- :attr:`Screener <yfinance.Screener>`: Class to screen the market using defined query.
- :attr:`enable_debug_mode <yfinance.enable_debug_mode>`: Function to enable debug mode for logging.
- :attr:`set_tz_cache_location <yfinance.set_tz_cache_location>`: Function to set the timezone cache location.
.. toctree::
:maxdepth: 1
:hidden:
yfinance.ticker_tickers
yfinance.stock
yfinance.financials
yfinance.analysis
yfinance.search
yfinance.sector_industry
yfinance.functions
yfinance.funds_data
yfinance.price_history

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@@ -0,0 +1,81 @@
===================
Analysis & Holdings
===================
.. currentmodule:: yfinance.Ticker
Analysis
--------
.. autosummary::
:toctree: api/
:recursive:
get_recommendations
recommendations
get_recommendations_summary
recommendations_summary
get_upgrades_downgrades
upgrades_downgrades
get_sustainability
sustainability
get_analyst_price_targets
analyst_price_targets
get_earnings_estimate
earnings_estimate
get_revenue_estimate
revenue_estimate
get_earnings_history
earnings_history
get_eps_trend
eps_trend
get_eps_revisions
eps_revisions
get_growth_estimates
growth_estimates
Holdings
--------
.. autosummary::
:toctree: api/
:recursive:
get_funds_data
funds_data
.. seealso::
:meth:`yfinance.scrapers.funds.FundsData`
.. autosummary::
:toctree: api/
:recursive:
get_insider_purchases
insider_purchases
get_insider_transactions
insider_transactions
get_insider_roster_holders
insider_roster_holders
get_major_holders
major_holders
get_institutional_holders
institutional_holders
get_mutualfund_holders
mutualfund_holders

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@@ -0,0 +1,29 @@
==========
Financials
==========
.. currentmodule:: yfinance.Ticker
.. autosummary::
:toctree: api/
:recursive:
get_income_stmt
income_stmt
get_balance_sheet
balance_sheet
get_cashflow
cashflow
get_earnings
earnings
calendar
get_earnings_dates
earnings_dates
get_sec_filings
sec_filings

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@@ -0,0 +1,51 @@
=========================
Functions and Utilities
=========================
.. currentmodule:: yfinance
Download Market Data
~~~~~~~~~~~~~~~~~~~~~
The `download` function allows you to retrieve market data for multiple tickers at once.
.. autosummary::
:toctree: api/
download
Query Market Data
~~~~~~~~~~~~~~~~~~~~~
The `Sector` and `Industry` modules allow you to access the sector and industry information.
.. autosummary::
:toctree: api/
EquityQuery
Screener
.. seealso::
:attr:`EquityQuery.valid_operand_fields <yfinance.EquityQuery.valid_operand_fields>`
supported operand values for query
:attr:`EquityQuery.valid_eq_operand_map <yfinance.EquityQuery.valid_eq_operand_map>`
supported `EQ query operand parameters`
:attr:`Screener.predefined_bodies <yfinance.Screener.predefined_bodies>`
supported predefined screens
Enable Debug Mode
~~~~~~~~~~~~~~~~~
Enables logging of debug information for the `yfinance` package.
.. autosummary::
:toctree: api/
enable_debug_mode
Set Timezone Cache Location
~~~~~~~~~~~~~~~~~~~~~~~~~~~
Sets the cache location for timezone data.
.. autosummary::
:toctree: api/
set_tz_cache_location

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@@ -0,0 +1,11 @@
====================
`FundsData` class
====================
.. currentmodule:: yfinance.scrapers.funds
.. autosummary::
:toctree: api/
:recursive:
FundsData

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@@ -0,0 +1,9 @@
====================
`PriceHistory` class
====================
.. currentmodule:: yfinance.scrapers.history
.. autoclass:: PriceHistory
:members:
:undoc-members:

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@@ -0,0 +1,22 @@
=====================
Search & News
=====================
.. currentmodule:: yfinance
Class
------------
The `Search` module, allows you to access search data in a Pythonic way.
.. autosummary::
:toctree: api/
Search
Search Sample Code
------------------
The `Search` module, allows you to access search data in a Pythonic way.
.. literalinclude:: examples/search.py
:language: python

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@@ -0,0 +1,32 @@
=======================
Sector and Industry
=======================
.. currentmodule:: yfinance
Sector class
--------------
The `Sector` and `Industry` modules provide access to the Sector and Industry information.
.. autosummary::
:toctree: api/
:recursive:
Sector
Industry
.. seealso::
:attr:`Sector.industries <yfinance.Sector.industries>`
Map of sector and industry
Sample Code
---------------------
To initialize, use the relevant sector or industry key as below.
.. literalinclude:: examples/sector_industry.py
:language: python
The modules can be chained with Ticker as below.
.. literalinclude:: examples/sector_industry_ticker.py
:language: python

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@@ -0,0 +1,50 @@
=====
Stock
=====
.. currentmodule:: yfinance.Ticker
Ticker stock methods
--------------------
.. autosummary::
:toctree: api/
:recursive:
get_isin
isin
history
.. seealso::
:meth:`yfinance.scrapers.history.PriceHistory.history`
Documentation for history
.. autosummary::
:toctree: api/
:recursive:
get_history_metadata
get_dividends
dividends
get_splits
splits
get_actions
actions
get_capital_gains
capital_gains
get_shares_full
get_info
info
get_fast_info
fast_info
get_news
news

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@@ -0,0 +1,46 @@
=====================
Ticker and Tickers
=====================
.. currentmodule:: yfinance
Class
------------
The `Ticker` module, allows you to access ticker data in a Pythonic way.
.. autosummary::
:toctree: api/
Ticker
Tickers
Ticker Sample Code
------------------
The `Ticker` module, allows you to access ticker data in a Pythonic way.
.. literalinclude:: examples/ticker.py
:language: python
To initialize multiple `Ticker` objects, use
.. literalinclude:: examples/tickers.py
:language: python
For tickers that are ETFs/Mutual Funds, `Ticker.funds_data` provides access to fund related data.
Funds' Top Holdings and other data with category average is returned as `pd.DataFrame`.
.. literalinclude:: examples/funds_data.py
:language: python
If you want to use a proxy server for downloading data, use:
.. literalinclude:: examples/proxy.py
:language: python
To initialize multiple `Ticker` objects, use `Tickers` module
.. literalinclude:: examples/tickers.py
:language: python

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@@ -1,5 +1,5 @@
{% set name = "yfinance" %}
{% set version = "0.2.43" %}
{% set version = "0.2.49" %}
package:
name: "{{ name|lower }}"

15
pyrightconfig.json Normal file
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@@ -0,0 +1,15 @@
{
"typeCheckingMode": "basic",
"reportGeneralTypeIssues": "warning",
"reportArgumentType": "warning",
"reportOptionalMemberAccess": "warning",
"reportOperatorIssue": "warning",
"reportAttributeAccessIssue": "warning",
"reportMissingImports": "warning",
"reportReturnType": "warning",
"reportAssignmentType": "warning",
"reportOptionalSubscript": "warning",
"reportOptionalIterable": "warning",
"reportCallIssue": "warning",
"reportUnhashable": "warning"
}

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@@ -8,4 +8,4 @@ pytz>=2022.5
frozendict>=2.3.4
beautifulsoup4>=4.11.1
html5lib>=1.1
peewee>=3.16.2
peewee>=3.16.2

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Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-01-04 00:00:00+09:00,4050.0,4134.0,4022.0,4131.0,3888.69091796875,5385000,0.0,0.0,False
2022-01-05 00:00:00+09:00,4100.0,4118.0,4066.0,4080.0,3840.68212890625,4258500,0.0,0.0,False
2022-01-06 00:00:00+09:00,4060.0,4067.0,3952.0,3952.0,3720.1904296875,5690500,0.0,0.0,False
2022-01-07 00:00:00+09:00,4014.0,4024.0,3924.0,3967.0,3734.310302734375,4223500,0.0,0.0,False
2022-01-11 00:00:00+09:00,3957.0,3986.0,3868.0,3877.0,3649.58935546875,4631000,0.0,0.0,False
2022-01-12 00:00:00+09:00,3915.0,4023.0,3915.0,4023.0,3787.025634765625,5260000,0.0,0.0,False
2022-01-13 00:00:00+09:00,4016.0,4067.0,3970.0,3987.0,3753.13720703125,4169000,0.0,0.0,False
2022-01-14 00:00:00+09:00,3920.0,3928.0,3831.0,3880.0,3652.413330078125,7665500,0.0,0.0,False
2022-01-17 00:00:00+09:00,3956.0,3956.0,3874.0,3893.0,3664.65087890625,3983500,0.0,0.0,False
2022-01-18 00:00:00+09:00,3918.0,3926.0,3852.0,3864.0,3637.351806640625,3521500,0.0,0.0,False
2022-01-19 00:00:00+09:00,3796.0,3811.0,3742.0,3766.0,3545.100341796875,7258000,0.0,0.0,False
2022-01-20 00:00:00+09:00,3757.0,3833.0,3731.0,3820.0,3595.932861328125,4571000,0.0,0.0,False
2022-01-21 00:00:00+09:00,3741.0,3755.0,3673.0,3741.0,3521.566650390625,4825500,0.0,0.0,False
2022-01-24 00:00:00+09:00,3710.0,3748.0,3692.0,3748.0,3528.15625,3957000,0.0,0.0,False
2022-01-25 00:00:00+09:00,3735.0,3739.0,3592.0,3627.0,3414.25341796875,6186500,0.0,0.0,False
2022-01-26 00:00:00+09:00,3627.0,3645.0,3566.0,3616.0,3403.89892578125,3727000,0.0,0.0,False
2022-01-27 00:00:00+09:00,3649.0,3672.0,3508.0,3530.0,3322.943359375,6506500,0.0,0.0,False
2022-01-28 00:00:00+09:00,3759.0,3811.0,3664.0,3799.0,3576.164794921875,13078000,0.0,0.0,False
2022-01-31 00:00:00+09:00,3798.0,3833.0,3733.0,3808.0,3584.63671875,6209500,0.0,0.0,False
2022-02-01 00:00:00+09:00,3933.0,3933.0,3816.0,3822.0,3597.8154296875,5007000,0.0,0.0,False
2022-02-02 00:00:00+09:00,3920.0,4000.0,3884.0,3992.0,3757.843505859375,7851000,0.0,0.0,False
2022-02-03 00:00:00+09:00,3980.0,3980.0,3855.0,3859.0,3632.64501953125,5502500,0.0,0.0,False
2022-02-04 00:00:00+09:00,3843.0,3928.0,3837.0,3922.0,3691.949951171875,4302000,0.0,0.0,False
2022-02-07 00:00:00+09:00,3918.0,3926.0,3750.0,3794.0,3571.4580078125,7015000,0.0,0.0,False
2022-02-08 00:00:00+09:00,3808.0,3815.0,3772.0,3786.0,3563.927001953125,5382500,0.0,0.0,False
2022-02-09 00:00:00+09:00,3814.0,3815.0,3768.0,3804.0,3580.87158203125,6519500,0.0,0.0,False
2022-02-10 00:00:00+09:00,3876.0,3891.0,3798.0,3823.0,3598.7568359375,5744000,0.0,0.0,False
2022-02-14 00:00:00+09:00,3728.0,3789.0,3721.0,3752.0,3531.92138671875,5816500,0.0,0.0,False
2022-02-15 00:00:00+09:00,3724.0,3739.0,3600.0,3600.0,3388.837158203125,7741000,0.0,0.0,False
2022-02-16 00:00:00+09:00,3717.0,3717.0,3681.0,3707.0,3489.560546875,5190000,0.0,0.0,False
2022-02-17 00:00:00+09:00,3698.0,3699.0,3627.0,3649.0,3434.962890625,4427500,0.0,0.0,False
2022-02-18 00:00:00+09:00,3583.0,3627.0,3532.0,3605.0,3393.5439453125,5425500,0.0,0.0,False
2022-02-21 00:00:00+09:00,3506.0,3521.0,3452.0,3502.0,3296.585693359375,6461000,0.0,0.0,False
2022-02-22 00:00:00+09:00,3439.0,3465.0,3412.0,3435.0,3233.515380859375,5285000,0.0,0.0,False
2022-02-24 00:00:00+09:00,3420.0,3450.0,3388.0,3446.0,3243.870361328125,7137500,0.0,0.0,False
2022-02-25 00:00:00+09:00,3472.0,3516.0,3440.0,3511.0,3305.0576171875,6668500,0.0,0.0,False
2022-02-28 00:00:00+09:00,3505.0,3543.0,3473.0,3534.0,3326.70849609375,5559000,0.0,0.0,False
2022-03-01 00:00:00+09:00,3694.0,3707.0,3597.0,3600.0,3388.837158203125,5473000,0.0,0.0,False
2022-03-02 00:00:00+09:00,3541.0,3587.0,3515.0,3560.0,3351.18359375,5292000,0.0,0.0,False
2022-03-03 00:00:00+09:00,3587.0,3609.0,3503.0,3539.0,3331.415283203125,5142000,0.0,0.0,False
2022-03-04 00:00:00+09:00,3501.0,3505.0,3386.0,3426.0,3225.04345703125,8515500,0.0,0.0,False
2022-03-07 00:00:00+09:00,3287.0,3332.0,3198.0,3209.0,3020.77197265625,9252500,0.0,0.0,False
2022-03-08 00:00:00+09:00,3180.0,3267.0,3172.0,3236.0,3046.188232421875,9005500,0.0,0.0,False
2022-03-09 00:00:00+09:00,3242.0,3278.0,3224.0,3235.0,3045.24658203125,7363500,0.0,0.0,False
2022-03-10 00:00:00+09:00,3420.0,3558.0,3400.0,3550.0,3341.770263671875,14138500,0.0,0.0,False
2022-03-11 00:00:00+09:00,3550.0,3550.0,3421.0,3446.0,3243.870361328125,12986000,0.0,0.0,False
2022-03-14 00:00:00+09:00,3481.0,3543.0,3458.0,3474.0,3270.227783203125,4518500,0.0,0.0,False
2022-03-15 00:00:00+09:00,3506.0,3575.0,3503.0,3518.0,3311.64697265625,5193500,0.0,0.0,False
2022-03-16 00:00:00+09:00,3600.0,3607.0,3542.0,3542.0,3334.2392578125,7232000,0.0,0.0,False
2022-03-17 00:00:00+09:00,3658.0,3681.0,3602.0,3634.0,3420.843017578125,6192000,0.0,0.0,False
2022-03-18 00:00:00+09:00,3632.0,3666.0,3607.0,3664.0,3449.083251953125,12821000,0.0,0.0,False
2022-03-22 00:00:00+09:00,3656.0,3700.0,3622.0,3681.0,3465.0859375,7984500,0.0,0.0,False
2022-03-23 00:00:00+09:00,3760.0,3830.0,3740.0,3803.0,3579.929931640625,6757500,0.0,0.0,False
2022-03-24 00:00:00+09:00,3740.0,3808.0,3708.0,3806.0,3582.754150390625,4933500,0.0,0.0,False
2022-03-25 00:00:00+09:00,3836.0,3868.0,3806.0,3838.0,3612.876953125,4159000,0.0,0.0,False
2022-03-28 00:00:00+09:00,3758.0,3773.0,3714.0,3750.0,3530.038818359375,6129500,0.0,0.0,False
2022-03-29 00:00:00+09:00,3794.0,3806.0,3753.0,3799.0,3576.164794921875,5734500,0.0,0.0,False
2022-03-30 00:00:00+09:00,3804.0,3806.0,3717.0,3761.0,3587.611328125,5972500,50.0,0.0,False
2022-03-31 00:00:00+09:00,3738.0,3788.0,3724.0,3758.0,3584.749755859375,5424000,0.0,0.0,False
2022-04-01 00:00:00+09:00,3735.0,3788.0,3729.0,3753.0,3579.980224609375,4491000,0.0,0.0,False
2022-04-04 00:00:00+09:00,3776.0,3782.0,3718.0,3747.0,3574.2568359375,3752500,0.0,0.0,False
2022-04-05 00:00:00+09:00,3789.0,3795.0,3695.0,3703.0,3532.285400390625,4858000,0.0,0.0,False
2022-04-06 00:00:00+09:00,3640.0,3687.0,3606.0,3637.0,3469.328125,7730000,0.0,0.0,False
2022-04-07 00:00:00+09:00,3560.0,3591.0,3536.0,3548.0,3384.43115234375,8193500,0.0,0.0,False
2022-04-08 00:00:00+09:00,3595.0,3597.0,3508.0,3535.0,3372.0302734375,7222500,0.0,0.0,False
2022-04-11 00:00:00+09:00,3549.0,3567.0,3524.0,3559.0,3394.924072265625,3717000,0.0,0.0,False
2022-04-12 00:00:00+09:00,3563.0,3571.0,3450.0,3452.0,3292.85693359375,5829000,0.0,0.0,False
2022-04-13 00:00:00+09:00,3500.0,3504.0,3476.0,3495.0,3333.874267578125,5309500,0.0,0.0,False
2022-04-14 00:00:00+09:00,3500.0,3587.0,3500.0,3529.0,3366.30712890625,5486500,0.0,0.0,False
2022-04-15 00:00:00+09:00,3480.0,3526.0,3465.0,3498.0,3336.736083984375,3537500,0.0,0.0,False
2022-04-18 00:00:00+09:00,3432.0,3454.0,3394.0,3430.0,3271.87109375,3807500,0.0,0.0,False
2022-04-19 00:00:00+09:00,3495.0,3514.0,3460.0,3499.0,3337.68994140625,3861500,0.0,0.0,False
2022-04-20 00:00:00+09:00,3569.0,3580.0,3509.0,3526.0,3363.445068359375,5435500,0.0,0.0,False
2022-04-21 00:00:00+09:00,3534.0,3596.0,3528.0,3585.0,3419.725341796875,4920000,0.0,0.0,False
2022-04-22 00:00:00+09:00,3525.0,3557.0,3496.0,3554.0,3390.154296875,4350500,0.0,0.0,False
2022-04-25 00:00:00+09:00,3500.0,3550.0,3478.0,3547.0,3383.477294921875,5038000,0.0,0.0,False
2022-04-26 00:00:00+09:00,3591.0,3591.0,3539.0,3545.0,3381.5693359375,5845500,0.0,0.0,False
2022-04-27 00:00:00+09:00,3526.0,3526.0,3455.0,3493.0,3331.966796875,7365500,0.0,0.0,False
2022-04-28 00:00:00+09:00,3553.0,3613.0,3532.0,3597.0,3431.172119140625,8387000,0.0,0.0,False
2022-05-02 00:00:00+09:00,3657.0,3689.0,3550.0,3579.0,3414.001953125,7101000,0.0,0.0,False
2022-05-06 00:00:00+09:00,3632.0,3675.0,3579.0,3655.0,3486.498291015625,7088500,0.0,0.0,False
2022-05-09 00:00:00+09:00,3602.0,3641.0,3593.0,3603.0,3436.8955078125,5021000,0.0,0.0,False
2022-05-10 00:00:00+09:00,3565.0,3588.0,3514.0,3571.0,3406.37060546875,5717000,0.0,0.0,False
2022-05-11 00:00:00+09:00,3550.0,3602.0,3532.0,3568.0,3403.509033203125,5554000,0.0,0.0,False
2022-05-12 00:00:00+09:00,3514.0,3553.0,3491.0,3532.0,3369.168701171875,5500500,0.0,0.0,False
2022-05-13 00:00:00+09:00,3538.0,3625.0,3537.0,3599.0,3433.079833984375,6871500,0.0,0.0,False
2022-05-16 00:00:00+09:00,3660.0,3667.0,3586.0,3593.0,3427.356201171875,7187500,0.0,0.0,False
2022-05-17 00:00:00+09:00,3600.0,3605.0,3576.0,3595.0,3429.264404296875,4602500,0.0,0.0,False
2022-05-18 00:00:00+09:00,3632.0,3698.0,3632.0,3656.0,3487.451904296875,7495000,0.0,0.0,False
2022-05-19 00:00:00+09:00,3540.0,3576.0,3531.0,3551.0,3387.292724609375,8941500,0.0,0.0,False
2022-05-20 00:00:00+09:00,3517.0,3585.0,3512.0,3583.0,3417.8173828125,8683500,0.0,0.0,False
2022-05-23 00:00:00+09:00,3646.0,3665.0,3565.0,3583.0,3417.8173828125,5712000,0.0,0.0,False
2022-05-24 00:00:00+09:00,3576.0,3581.0,3540.0,3540.0,3376.7998046875,6997500,0.0,0.0,False
2022-05-25 00:00:00+09:00,3550.0,3558.0,3529.0,3545.0,3381.5693359375,6704500,0.0,0.0,False
2022-05-26 00:00:00+09:00,3498.0,3524.0,3476.0,3496.0,3334.828369140625,8881500,0.0,0.0,False
2022-05-27 00:00:00+09:00,3570.0,3577.0,3547.0,3568.0,3403.509033203125,5818500,0.0,0.0,False
2022-05-30 00:00:00+09:00,3587.0,3669.0,3578.0,3650.0,3481.728271484375,8034000,0.0,0.0,False
2022-05-31 00:00:00+09:00,3644.0,3667.0,3623.0,3667.0,3497.945068359375,22942000,0.0,0.0,False
2022-06-01 00:00:00+09:00,3666.0,3716.0,3644.0,3716.0,3544.685791015625,5525000,0.0,0.0,False
2022-06-02 00:00:00+09:00,3720.0,3727.0,3688.0,3702.0,3531.33154296875,6125000,0.0,0.0,False
2022-06-03 00:00:00+09:00,3729.0,3739.0,3679.0,3687.0,3517.02294921875,5929000,0.0,0.0,False
2022-06-06 00:00:00+09:00,3659.0,3695.0,3632.0,3684.0,3514.1611328125,3916000,0.0,0.0,False
2022-06-07 00:00:00+09:00,3700.0,3700.0,3665.0,3667.0,3497.945068359375,4437000,0.0,0.0,False
2022-06-08 00:00:00+09:00,3720.0,3730.0,3691.0,3711.0,3539.91650390625,5411500,0.0,0.0,False
2022-06-09 00:00:00+09:00,3698.0,3701.0,3661.0,3667.0,3497.945068359375,6031500,0.0,0.0,False
2022-06-10 00:00:00+09:00,3632.0,3645.0,3610.0,3623.0,3455.9736328125,7472000,0.0,0.0,False
2022-06-13 00:00:00+09:00,3520.0,3535.0,3449.0,3449.0,3289.994873046875,11133000,0.0,0.0,False
2022-06-14 00:00:00+09:00,3420.0,3469.0,3419.0,3468.0,3308.119140625,6863000,0.0,0.0,False
2022-06-15 00:00:00+09:00,3464.0,3476.0,3455.0,3460.0,3300.48779296875,6177000,0.0,0.0,False
2022-06-16 00:00:00+09:00,3501.0,3509.0,3425.0,3425.0,3267.1015625,8418000,0.0,0.0,False
2022-06-17 00:00:00+09:00,3278.0,3291.0,3241.0,3255.0,3104.938720703125,15500000,0.0,0.0,False
2022-06-20 00:00:00+09:00,3271.0,3281.0,3045.0,3047.0,2906.52783203125,13146000,0.0,0.0,False
2022-06-21 00:00:00+09:00,3121.0,3134.0,3047.0,3097.0,2954.22265625,7706500,0.0,0.0,False
2022-06-22 00:00:00+09:00,3167.0,3169.0,3027.0,3030.0,2890.311767578125,7630000,0.0,0.0,False
2022-06-23 00:00:00+09:00,2999.0,3003.0,2872.0,2874.0,2741.50341796875,15262000,0.0,0.0,False
2022-06-24 00:00:00+09:00,2900.0,3017.0,2882.0,2998.0,2859.787109375,16497000,0.0,0.0,False
2022-06-27 00:00:00+09:00,3089.0,3155.0,3082.0,3140.0,2995.240478515625,10088000,0.0,0.0,False
2022-06-28 00:00:00+09:00,3081.0,3131.0,3052.0,3125.0,2980.931884765625,8591500,0.0,0.0,False
2022-06-29 00:00:00+09:00,3088.0,3124.0,3073.0,3122.0,2978.0703125,9900500,0.0,0.0,False
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2024-02-29 00:00:00+09:00,6345.0,6414.0,6302.0,6387.0,6340.16748046875,6843100,0.0,0.0,False
2024-03-01 00:00:00+09:00,6430.0,6605.0,6405.0,6584.0,6535.72314453125,6145100,0.0,0.0,False
2024-03-04 00:00:00+09:00,6736.0,6752.0,6647.0,6673.0,6624.07080078125,6813100,0.0,0.0,False
2024-03-05 00:00:00+09:00,6623.0,6664.0,6556.0,6588.0,6539.69384765625,6904300,0.0,0.0,False
2024-03-06 00:00:00+09:00,6540.0,6633.0,6488.0,6585.0,6536.7158203125,5974500,0.0,0.0,False
2024-03-07 00:00:00+09:00,6657.0,6702.0,6455.0,6457.0,6409.654296875,5827800,0.0,0.0,False
2024-03-08 00:00:00+09:00,6500.0,6657.0,6491.0,6572.0,6523.81103515625,10671600,0.0,0.0,False
2024-03-11 00:00:00+09:00,6400.0,6426.0,6291.0,6384.0,6337.189453125,6833100,0.0,0.0,False
2024-03-12 00:00:00+09:00,6261.0,6456.0,6239.0,6443.0,6395.7568359375,6877800,0.0,0.0,False
2024-03-13 00:00:00+09:00,6543.0,6567.0,6422.0,6514.0,6466.236328125,6256600,0.0,0.0,False
2024-03-14 00:00:00+09:00,6456.0,6474.0,6344.0,6440.0,6392.779296875,5120000,0.0,0.0,False
2024-03-15 00:00:00+09:00,6399.0,6482.0,6380.0,6469.0,6421.56640625,6441200,0.0,0.0,False
2024-03-18 00:00:00+09:00,6500.0,6644.0,6462.0,6639.0,6590.31982421875,5634100,0.0,0.0,False
2024-03-19 00:00:00+09:00,6655.0,6694.0,6541.0,6694.0,6644.91650390625,6104000,0.0,0.0,False
2024-03-21 00:00:00+09:00,6845.0,6926.0,6803.0,6868.0,6817.640625,8183400,0.0,0.0,False
2024-03-22 00:00:00+09:00,6875.0,6904.0,6791.0,6874.0,6823.5966796875,6719600,0.0,0.0,False
2024-03-25 00:00:00+09:00,6884.0,6890.0,6750.0,6750.0,6700.505859375,4606600,0.0,0.0,False
2024-03-26 00:00:00+09:00,6755.0,6890.0,6754.0,6848.0,6797.78759765625,5653100,0.0,0.0,False
2024-03-27 00:00:00+09:00,6822.0,6857.0,6771.0,6819.0,6769.0,6236400,0.0,0.0,False
2024-03-28 00:00:00+09:00,6687.0,6725.0,6597.0,6606.0,6606.0,8861600,50.0,0.0,False
2024-03-29 00:00:00+09:00,6600.0,6615.0,6503.0,6598.0,6598.0,3865900,0.0,0.0,False
2024-04-01 00:00:00+09:00,6601.0,6616.0,6352.0,6352.0,6352.0,7067800,0.0,0.0,False
2024-04-02 00:00:00+09:00,6400.0,6452.0,6360.0,6367.0,6367.0,6510400,0.0,0.0,False
2024-04-03 00:00:00+09:00,6300.0,6383.0,6232.0,6294.0,6294.0,7831200,0.0,0.0,False
2024-04-04 00:00:00+09:00,6450.0,6489.0,6366.0,6366.0,6366.0,6896300,0.0,0.0,False
2024-04-05 00:00:00+09:00,6240.0,6270.0,6140.0,6168.0,6168.0,6016500,0.0,0.0,False
2024-04-08 00:00:00+09:00,6230.0,6264.0,6167.0,6192.0,6192.0,5355700,0.0,0.0,False
2024-04-09 00:00:00+09:00,6301.0,6467.0,6297.0,6467.0,6467.0,9376700,0.0,0.0,False
2024-04-10 00:00:00+09:00,6495.0,6578.0,6435.0,6519.0,6519.0,7127700,0.0,0.0,False
2024-04-11 00:00:00+09:00,6459.0,6555.0,6423.0,6540.0,6540.0,4635600,0.0,0.0,False
2024-04-12 00:00:00+09:00,6640.0,6640.0,6520.0,6532.0,6532.0,5793800,0.0,0.0,False
2024-04-15 00:00:00+09:00,6453.0,6564.0,6432.0,6543.0,6543.0,3598900,0.0,0.0,False
2024-04-16 00:00:00+09:00,6410.0,6434.0,6297.0,6320.0,6320.0,5612700,0.0,0.0,False
2024-04-17 00:00:00+09:00,6358.0,6483.0,6326.0,6362.0,6362.0,4979100,0.0,0.0,False
2024-04-18 00:00:00+09:00,6300.0,6414.0,6288.0,6399.0,6399.0,4211100,0.0,0.0,False
2024-04-19 00:00:00+09:00,6254.0,6269.0,6015.0,6129.0,6129.0,9262200,0.0,0.0,False
2024-04-22 00:00:00+09:00,6045.0,6175.0,6029.0,6116.0,6116.0,5466900,0.0,0.0,False
2024-04-23 00:00:00+09:00,6215.0,6243.0,6152.0,6208.0,6208.0,4632800,0.0,0.0,False
2024-04-24 00:00:00+09:00,6408.0,6492.0,6334.0,6482.0,6482.0,7681500,0.0,0.0,False
2024-04-25 00:00:00+09:00,6390.0,6427.0,6269.0,6308.0,6308.0,5716200,0.0,0.0,False
2024-04-26 00:00:00+09:00,5875.0,5998.0,5782.0,5906.0,5906.0,17696700,0.0,0.0,False
2024-04-30 00:00:00+09:00,6030.0,6210.0,5982.0,6195.0,6195.0,11503900,0.0,0.0,False
2024-05-01 00:00:00+09:00,6175.0,6221.0,6045.0,6074.0,6074.0,5801300,0.0,0.0,False
2024-05-02 00:00:00+09:00,5950.0,6039.0,5928.0,5989.0,5989.0,6033900,0.0,0.0,False
2024-05-07 00:00:00+09:00,5994.0,6029.0,5855.0,5903.0,5903.0,9506400,0.0,0.0,False
2024-05-08 00:00:00+09:00,5863.0,5917.0,5750.0,5754.0,5754.0,10651600,0.0,0.0,False
2024-05-09 00:00:00+09:00,5800.0,5852.0,5778.0,5795.0,5795.0,6676200,0.0,0.0,False
2024-05-10 00:00:00+09:00,5864.0,5865.0,5757.0,5801.0,5801.0,6398100,0.0,0.0,False
2024-05-13 00:00:00+09:00,5828.0,5830.0,5770.0,5813.0,5813.0,4561600,0.0,0.0,False
2024-05-14 00:00:00+09:00,5850.0,5885.0,5770.0,5800.0,5800.0,5566000,0.0,0.0,False
2024-05-15 00:00:00+09:00,5860.0,5935.0,5814.0,5860.0,5860.0,7615900,0.0,0.0,False
2024-05-16 00:00:00+09:00,5939.0,5975.0,5871.0,5930.0,5930.0,5780500,0.0,0.0,False
2024-05-17 00:00:00+09:00,5875.0,5915.0,5796.0,5840.0,5840.0,5985000,0.0,0.0,False
2024-05-20 00:00:00+09:00,5929.0,6182.0,5907.0,6083.0,6083.0,11356700,0.0,0.0,False
2024-05-21 00:00:00+09:00,6090.0,6125.0,5970.0,5970.0,5970.0,5507700,0.0,0.0,False
2024-05-22 00:00:00+09:00,5910.0,5924.0,5828.0,5832.0,5832.0,6534300,0.0,0.0,False
2024-05-23 00:00:00+09:00,5911.0,5972.0,5845.0,5952.0,5952.0,7479200,0.0,0.0,False
2024-05-24 00:00:00+09:00,5840.0,5950.0,5824.0,5914.0,5914.0,4763500,0.0,0.0,False
2024-05-27 00:00:00+09:00,5902.0,5955.0,5881.0,5949.0,5949.0,3852800,0.0,0.0,False
2024-05-28 00:00:00+09:00,5992.0,6014.0,5960.0,5979.0,5979.0,3401100,0.0,0.0,False
2024-05-29 00:00:00+09:00,6005.0,6031.0,5874.0,5889.0,5889.0,4613000,0.0,0.0,False
2024-05-30 00:00:00+09:00,5800.0,5844.0,5733.0,5734.0,5734.0,8394400,0.0,0.0,False
2024-05-31 00:00:00+09:00,5789.0,5863.0,5751.0,5855.0,5855.0,11936400,0.0,0.0,False
2024-06-03 00:00:00+09:00,5949.0,6000.0,5911.0,5953.0,5953.0,4935300,0.0,0.0,False
2024-06-04 00:00:00+09:00,5889.0,5962.0,5868.0,5947.0,5947.0,4539300,0.0,0.0,False
2024-06-05 00:00:00+09:00,5995.0,6007.0,5915.0,5946.0,5946.0,4675200,0.0,0.0,False
2024-06-06 00:00:00+09:00,6038.0,6112.0,6005.0,6060.0,6060.0,5888600,0.0,0.0,False
2024-06-07 00:00:00+09:00,6025.0,6124.0,6022.0,6111.0,6111.0,3976800,0.0,0.0,False
2024-06-10 00:00:00+09:00,6110.0,6229.0,6096.0,6206.0,6206.0,5541100,0.0,0.0,False
2024-06-11 00:00:00+09:00,6122.0,6290.0,6120.0,6193.0,6193.0,4497600,0.0,0.0,False
2024-06-12 00:00:00+09:00,6093.0,6183.0,6066.0,6168.0,6168.0,5248200,0.0,0.0,False
2024-06-13 00:00:00+09:00,6300.0,6323.0,6193.0,6214.0,6214.0,6279700,0.0,0.0,False
2024-06-14 00:00:00+09:00,6161.0,6210.0,6116.0,6145.0,6145.0,8842500,0.0,0.0,False
2024-06-17 00:00:00+09:00,6091.0,6099.0,5940.0,5943.0,5943.0,5970800,0.0,0.0,False
2024-06-18 00:00:00+09:00,6061.0,6114.0,6044.0,6093.0,6093.0,4402400,0.0,0.0,False
2024-06-19 00:00:00+09:00,6150.0,6160.0,6080.0,6105.0,6105.0,4113100,0.0,0.0,False
2024-06-20 00:00:00+09:00,6090.0,6193.0,6057.0,6184.0,6184.0,4265800,0.0,0.0,False
2024-06-21 00:00:00+09:00,6120.0,6181.0,6073.0,6077.0,6077.0,8084100,0.0,0.0,False
2024-06-24 00:00:00+09:00,6022.0,6071.0,5978.0,6019.0,6019.0,5179600,0.0,0.0,False
2024-06-25 00:00:00+09:00,6012.0,6149.0,5999.0,6125.0,6125.0,4399900,0.0,0.0,False
2024-06-26 00:00:00+09:00,6199.0,6227.0,6115.0,6217.0,6217.0,5060000,0.0,0.0,False
2024-06-27 00:00:00+09:00,6217.0,6249.0,6164.0,6199.0,6199.0,3977100,0.0,0.0,False
2024-06-28 00:00:00+09:00,6240.0,6280.0,6203.0,6238.0,6238.0,4966900,0.0,0.0,False
2024-07-01 00:00:00+09:00,6307.0,6332.0,6166.0,6238.0,6238.0,4159400,0.0,0.0,False
2024-07-02 00:00:00+09:00,6234.0,6300.0,6181.0,6300.0,6300.0,4784900,0.0,0.0,False
2024-07-03 00:00:00+09:00,6343.0,6495.0,6328.0,6440.0,6440.0,7199000,0.0,0.0,False
2024-07-04 00:00:00+09:00,6476.0,6514.0,6441.0,6470.0,6470.0,4051400,0.0,0.0,False
2024-07-05 00:00:00+09:00,6470.0,6489.0,6411.0,6444.0,6444.0,3756600,0.0,0.0,False
2024-07-08 00:00:00+09:00,6495.0,6563.0,6445.0,6446.0,6446.0,5459600,0.0,0.0,False
2024-07-09 00:00:00+09:00,6546.0,6644.0,6486.0,6618.0,6618.0,6640200,0.0,0.0,False
2024-07-10 00:00:00+09:00,6643.0,6716.0,6594.0,6716.0,6716.0,5761200,0.0,0.0,False
2024-07-11 00:00:00+09:00,6816.0,6817.0,6691.0,6715.0,6715.0,5572200,0.0,0.0,False
2024-07-12 00:00:00+09:00,6665.0,6702.0,6565.0,6621.0,6621.0,6669500,0.0,0.0,False
2024-07-16 00:00:00+09:00,6697.0,6725.0,6632.0,6707.0,6707.0,3384600,0.0,0.0,False
2024-07-17 00:00:00+09:00,6750.0,6840.0,6729.0,6817.0,6817.0,5607800,0.0,0.0,False
2024-07-18 00:00:00+09:00,6617.0,6725.0,6558.0,6702.0,6702.0,6095700,0.0,0.0,False
2024-07-19 00:00:00+09:00,6650.0,6767.0,6610.0,6733.0,6733.0,4408600,0.0,0.0,False
2024-07-22 00:00:00+09:00,6690.0,6702.0,6571.0,6588.0,6588.0,3660400,0.0,0.0,False
2024-07-23 00:00:00+09:00,6688.0,6713.0,6607.0,6607.0,6607.0,3102700,0.0,0.0,False
2024-07-24 00:00:00+09:00,6507.0,6629.0,6455.0,6458.0,6458.0,3717400,0.0,0.0,False
2024-07-25 00:00:00+09:00,6281.0,6329.0,6220.0,6230.0,6230.0,5948800,0.0,0.0,False
2024-07-26 00:00:00+09:00,6265.0,6415.0,6212.0,6304.0,6304.0,6127500,0.0,0.0,False
2024-07-29 00:00:00+09:00,6750.0,6874.0,6651.0,6844.0,6844.0,11262700,0.0,0.0,False
2024-07-30 00:00:00+09:00,6800.0,6811.0,6630.0,6750.0,6750.0,6041700,0.0,0.0,False
2024-07-31 00:00:00+09:00,6661.0,6748.0,6573.0,6748.0,6748.0,6601900,0.0,0.0,False
2024-08-01 00:00:00+09:00,6551.0,6585.0,6407.0,6486.0,6486.0,7002600,0.0,0.0,False
2024-08-02 00:00:00+09:00,6161.0,6208.0,5921.0,5921.0,5921.0,9587700,0.0,0.0,False
2024-08-05 00:00:00+09:00,5501.0,5755.0,5013.0,5245.0,5245.0,13870600,0.0,0.0,False
2024-08-06 00:00:00+09:00,5645.0,6014.0,5600.0,5950.0,5950.0,12597700,0.0,0.0,False
2024-08-07 00:00:00+09:00,5874.0,6157.0,5809.0,5959.0,5959.0,9673100,0.0,0.0,False
2024-08-08 00:00:00+09:00,5859.0,6066.0,5762.0,5945.0,5945.0,7700300,0.0,0.0,False
2024-08-09 00:00:00+09:00,6091.0,6096.0,5830.0,5947.0,5947.0,8710900,0.0,0.0,False
2024-08-13 00:00:00+09:00,6047.0,6205.0,5972.0,6195.0,6195.0,6778100,0.0,0.0,False
2024-08-14 00:00:00+09:00,6179.0,6183.0,6040.0,6158.0,6158.0,6650900,0.0,0.0,False
2024-08-15 00:00:00+09:00,6122.0,6135.0,6050.0,6067.0,6067.0,5068200,0.0,0.0,False
2024-08-16 00:00:00+09:00,6180.0,6382.0,6172.0,6379.0,6379.0,5935700,0.0,0.0,False
2024-08-19 00:00:00+09:00,6325.0,6397.0,6155.0,6178.0,6178.0,4733500,0.0,0.0,False
2024-08-20 00:00:00+09:00,6256.0,6285.0,6188.0,6233.0,6233.0,4570300,0.0,0.0,False
2024-08-21 00:00:00+09:00,6154.0,6183.0,6094.0,6108.0,6108.0,6968400,0.0,0.0,False
2024-08-22 00:00:00+09:00,6143.0,6328.0,6125.0,6276.0,6276.0,7525300,0.0,0.0,False
2024-08-23 00:00:00+09:00,6255.0,6413.0,6248.0,6392.0,6392.0,5269100,0.0,0.0,False
2024-08-26 00:00:00+09:00,6492.0,6540.0,6399.0,6470.0,6470.0,5992700,0.0,0.0,False
2024-08-27 00:00:00+09:00,6455.0,6470.0,6372.0,6454.0,6454.0,3139900,0.0,0.0,False
2024-08-28 00:00:00+09:00,6447.0,6461.0,6374.0,6447.0,6447.0,2870200,0.0,0.0,False
2024-08-29 00:00:00+09:00,6401.0,6486.0,6364.0,6444.0,6444.0,4362600,0.0,0.0,False
2024-08-30 00:00:00+09:00,6468.0,6468.0,6386.0,6422.0,6422.0,6700000,0.0,0.0,False
2024-09-02 00:00:00+09:00,6480.0,6518.0,6375.0,6400.0,6400.0,4032900,0.0,0.0,False
2024-09-03 00:00:00+09:00,6390.0,6454.0,6340.0,6373.0,6373.0,4559200,0.0,0.0,False
2024-09-04 00:00:00+09:00,5973.0,6030.0,5815.0,5832.0,5832.0,12107700,0.0,0.0,False
2024-09-05 00:00:00+09:00,5742.0,5880.0,5718.0,5786.0,5786.0,6540900,0.0,0.0,False
2024-09-06 00:00:00+09:00,5801.0,5845.0,5726.0,5734.0,5734.0,5835800,0.0,0.0,False
2024-09-09 00:00:00+09:00,5500.0,5654.0,5446.0,5607.0,5607.0,7602900,0.0,0.0,False
2024-09-10 00:00:00+09:00,5627.0,5699.0,5558.0,5573.0,5573.0,5575200,0.0,0.0,False
2024-09-11 00:00:00+09:00,5590.0,5680.0,5481.0,5504.0,5504.0,6902100,0.0,0.0,False
2024-09-12 00:00:00+09:00,5725.0,5794.0,5675.0,5765.0,5765.0,6576700,0.0,0.0,False
2024-09-13 00:00:00+09:00,5792.0,5800.0,5680.0,5706.0,5706.0,6724400,0.0,0.0,False
2024-09-17 00:00:00+09:00,5708.0,5744.0,5552.0,5638.0,5638.0,5309700,0.0,0.0,False
2024-09-18 00:00:00+09:00,5720.0,5748.0,5545.0,5615.0,5615.0,4316900,0.0,0.0,False
2024-09-19 00:00:00+09:00,5773.0,5879.0,5750.0,5750.0,5750.0,8641300,0.0,0.0,False
2024-09-20 00:00:00+09:00,5916.0,5979.0,5823.0,5862.0,5862.0,10802700,0.0,0.0,False
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits Repaired?
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3 2022-01-05 00:00:00+09:00 4100.0 4118.0 4066.0 4080.0 3840.68212890625 4258500 0.0 0.0 False
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View File

@@ -0,0 +1,668 @@
Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-01-04 00:00:00+09:00,4050.0,4134.0,4022.0,4131.0,3888.69091796875,5385000,0.0,0.0
2022-01-05 00:00:00+09:00,4100.0,4118.0,4066.0,4080.0,3840.68212890625,4258500,0.0,0.0
2022-01-06 00:00:00+09:00,4060.0,4067.0,3952.0,3952.0,3720.1904296875,5690500,0.0,0.0
2022-01-07 00:00:00+09:00,4014.0,4024.0,3924.0,3967.0,3734.310302734375,4223500,0.0,0.0
2022-01-11 00:00:00+09:00,3957.0,3986.0,3868.0,3877.0,3649.58935546875,4631000,0.0,0.0
2022-01-12 00:00:00+09:00,3915.0,4023.0,3915.0,4023.0,3787.025634765625,5260000,0.0,0.0
2022-01-13 00:00:00+09:00,4016.0,4067.0,3970.0,3987.0,3753.13720703125,4169000,0.0,0.0
2022-01-14 00:00:00+09:00,3920.0,3928.0,3831.0,3880.0,3652.413330078125,7665500,0.0,0.0
2022-01-17 00:00:00+09:00,3956.0,3956.0,3874.0,3893.0,3664.65087890625,3983500,0.0,0.0
2022-01-18 00:00:00+09:00,3918.0,3926.0,3852.0,3864.0,3637.351806640625,3521500,0.0,0.0
2022-01-19 00:00:00+09:00,3796.0,3811.0,3742.0,3766.0,3545.100341796875,7258000,0.0,0.0
2022-01-20 00:00:00+09:00,3757.0,3833.0,3731.0,3820.0,3595.932861328125,4571000,0.0,0.0
2022-01-21 00:00:00+09:00,3741.0,3755.0,3673.0,3741.0,3521.566650390625,4825500,0.0,0.0
2022-01-24 00:00:00+09:00,3710.0,3748.0,3692.0,3748.0,3528.15625,3957000,0.0,0.0
2022-01-25 00:00:00+09:00,3735.0,3739.0,3592.0,3627.0,3414.25341796875,6186500,0.0,0.0
2022-01-26 00:00:00+09:00,3627.0,3645.0,3566.0,3616.0,3403.89892578125,3727000,0.0,0.0
2022-01-27 00:00:00+09:00,3649.0,3672.0,3508.0,3530.0,3322.943359375,6506500,0.0,0.0
2022-01-28 00:00:00+09:00,3759.0,3811.0,3664.0,3799.0,3576.164794921875,13078000,0.0,0.0
2022-01-31 00:00:00+09:00,3798.0,3833.0,3733.0,3808.0,3584.63671875,6209500,0.0,0.0
2022-02-01 00:00:00+09:00,3933.0,3933.0,3816.0,3822.0,3597.8154296875,5007000,0.0,0.0
2022-02-02 00:00:00+09:00,3920.0,4000.0,3884.0,3992.0,3757.843505859375,7851000,0.0,0.0
2022-02-03 00:00:00+09:00,3980.0,3980.0,3855.0,3859.0,3632.64501953125,5502500,0.0,0.0
2022-02-04 00:00:00+09:00,3843.0,3928.0,3837.0,3922.0,3691.949951171875,4302000,0.0,0.0
2022-02-07 00:00:00+09:00,3918.0,3926.0,3750.0,3794.0,3571.4580078125,7015000,0.0,0.0
2022-02-08 00:00:00+09:00,3808.0,3815.0,3772.0,3786.0,3563.927001953125,5382500,0.0,0.0
2022-02-09 00:00:00+09:00,3814.0,3815.0,3768.0,3804.0,3580.87158203125,6519500,0.0,0.0
2022-02-10 00:00:00+09:00,3876.0,3891.0,3798.0,3823.0,3598.7568359375,5744000,0.0,0.0
2022-02-14 00:00:00+09:00,3728.0,3789.0,3721.0,3752.0,3531.92138671875,5816500,0.0,0.0
2022-02-15 00:00:00+09:00,3724.0,3739.0,3600.0,3600.0,3388.837158203125,7741000,0.0,0.0
2022-02-16 00:00:00+09:00,3717.0,3717.0,3681.0,3707.0,3489.560546875,5190000,0.0,0.0
2022-02-17 00:00:00+09:00,3698.0,3699.0,3627.0,3649.0,3434.962890625,4427500,0.0,0.0
2022-02-18 00:00:00+09:00,3583.0,3627.0,3532.0,3605.0,3393.5439453125,5425500,0.0,0.0
2022-02-21 00:00:00+09:00,3506.0,3521.0,3452.0,3502.0,3296.585693359375,6461000,0.0,0.0
2022-02-22 00:00:00+09:00,3439.0,3465.0,3412.0,3435.0,3233.515380859375,5285000,0.0,0.0
2022-02-24 00:00:00+09:00,3420.0,3450.0,3388.0,3446.0,3243.870361328125,7137500,0.0,0.0
2022-02-25 00:00:00+09:00,3472.0,3516.0,3440.0,3511.0,3305.0576171875,6668500,0.0,0.0
2022-02-28 00:00:00+09:00,3505.0,3543.0,3473.0,3534.0,3326.70849609375,5559000,0.0,0.0
2022-03-01 00:00:00+09:00,3694.0,3707.0,3597.0,3600.0,3388.837158203125,5473000,0.0,0.0
2022-03-02 00:00:00+09:00,3541.0,3587.0,3515.0,3560.0,3351.18359375,5292000,0.0,0.0
2022-03-03 00:00:00+09:00,3587.0,3609.0,3503.0,3539.0,3331.415283203125,5142000,0.0,0.0
2022-03-04 00:00:00+09:00,3501.0,3505.0,3386.0,3426.0,3225.04345703125,8515500,0.0,0.0
2022-03-07 00:00:00+09:00,3287.0,3332.0,3198.0,3209.0,3020.77197265625,9252500,0.0,0.0
2022-03-08 00:00:00+09:00,3180.0,3267.0,3172.0,3236.0,3046.188232421875,9005500,0.0,0.0
2022-03-09 00:00:00+09:00,3242.0,3278.0,3224.0,3235.0,3045.24658203125,7363500,0.0,0.0
2022-03-10 00:00:00+09:00,3420.0,3558.0,3400.0,3550.0,3341.770263671875,14138500,0.0,0.0
2022-03-11 00:00:00+09:00,3550.0,3550.0,3421.0,3446.0,3243.870361328125,12986000,0.0,0.0
2022-03-14 00:00:00+09:00,3481.0,3543.0,3458.0,3474.0,3270.227783203125,4518500,0.0,0.0
2022-03-15 00:00:00+09:00,3506.0,3575.0,3503.0,3518.0,3311.64697265625,5193500,0.0,0.0
2022-03-16 00:00:00+09:00,3600.0,3607.0,3542.0,3542.0,3334.2392578125,7232000,0.0,0.0
2022-03-17 00:00:00+09:00,3658.0,3681.0,3602.0,3634.0,3420.843017578125,6192000,0.0,0.0
2022-03-18 00:00:00+09:00,3632.0,3666.0,3607.0,3664.0,3449.083251953125,12821000,0.0,0.0
2022-03-22 00:00:00+09:00,3656.0,3700.0,3622.0,3681.0,3465.0859375,7984500,0.0,0.0
2022-03-23 00:00:00+09:00,3760.0,3830.0,3740.0,3803.0,3579.929931640625,6757500,0.0,0.0
2022-03-24 00:00:00+09:00,3740.0,3808.0,3708.0,3806.0,3582.754150390625,4933500,0.0,0.0
2022-03-25 00:00:00+09:00,3836.0,3868.0,3806.0,3838.0,3612.876953125,4159000,0.0,0.0
2022-03-28 00:00:00+09:00,3758.0,3773.0,3714.0,3750.0,3530.038818359375,6129500,0.0,0.0
2022-03-29 00:00:00+09:00,3794.0,3806.0,3753.0,3799.0,3576.164794921875,5734500,0.0,0.0
2022-03-30 00:00:00+09:00,3804.0,3806.0,3717.0,3761.0,3587.611328125,5972500,50.0,0.0
2022-03-31 00:00:00+09:00,3738.0,3788.0,3724.0,3758.0,3584.749755859375,5424000,0.0,0.0
2022-04-01 00:00:00+09:00,3735.0,3788.0,3729.0,3753.0,3579.980224609375,4491000,0.0,0.0
2022-04-04 00:00:00+09:00,3776.0,3782.0,3718.0,3747.0,3574.2568359375,3752500,0.0,0.0
2022-04-05 00:00:00+09:00,3789.0,3795.0,3695.0,3703.0,3532.285400390625,4858000,0.0,0.0
2022-04-06 00:00:00+09:00,3640.0,3687.0,3606.0,3637.0,3469.328125,7730000,0.0,0.0
2022-04-07 00:00:00+09:00,3560.0,3591.0,3536.0,3548.0,3384.43115234375,8193500,0.0,0.0
2022-04-08 00:00:00+09:00,3595.0,3597.0,3508.0,3535.0,3372.0302734375,7222500,0.0,0.0
2022-04-11 00:00:00+09:00,3549.0,3567.0,3524.0,3559.0,3394.924072265625,3717000,0.0,0.0
2022-04-12 00:00:00+09:00,3563.0,3571.0,3450.0,3452.0,3292.85693359375,5829000,0.0,0.0
2022-04-13 00:00:00+09:00,3500.0,3504.0,3476.0,3495.0,3333.874267578125,5309500,0.0,0.0
2022-04-14 00:00:00+09:00,3500.0,3587.0,3500.0,3529.0,3366.30712890625,5486500,0.0,0.0
2022-04-15 00:00:00+09:00,3480.0,3526.0,3465.0,3498.0,3336.736083984375,3537500,0.0,0.0
2022-04-18 00:00:00+09:00,3432.0,3454.0,3394.0,3430.0,3271.87109375,3807500,0.0,0.0
2022-04-19 00:00:00+09:00,3495.0,3514.0,3460.0,3499.0,3337.68994140625,3861500,0.0,0.0
2022-04-20 00:00:00+09:00,3569.0,3580.0,3509.0,3526.0,3363.445068359375,5435500,0.0,0.0
2022-04-21 00:00:00+09:00,3534.0,3596.0,3528.0,3585.0,3419.725341796875,4920000,0.0,0.0
2022-04-22 00:00:00+09:00,3525.0,3557.0,3496.0,3554.0,3390.154296875,4350500,0.0,0.0
2022-04-25 00:00:00+09:00,3500.0,3550.0,3478.0,3547.0,3383.477294921875,5038000,0.0,0.0
2022-04-26 00:00:00+09:00,3591.0,3591.0,3539.0,3545.0,3381.5693359375,5845500,0.0,0.0
2022-04-27 00:00:00+09:00,3526.0,3526.0,3455.0,3493.0,3331.966796875,7365500,0.0,0.0
2022-04-28 00:00:00+09:00,3553.0,3613.0,3532.0,3597.0,3431.172119140625,8387000,0.0,0.0
2022-05-02 00:00:00+09:00,3657.0,3689.0,3550.0,3579.0,3414.001953125,7101000,0.0,0.0
2022-05-06 00:00:00+09:00,3632.0,3675.0,3579.0,3655.0,3486.498291015625,7088500,0.0,0.0
2022-05-09 00:00:00+09:00,3602.0,3641.0,3593.0,3603.0,3436.8955078125,5021000,0.0,0.0
2022-05-10 00:00:00+09:00,3565.0,3588.0,3514.0,3571.0,3406.37060546875,5717000,0.0,0.0
2022-05-11 00:00:00+09:00,3550.0,3602.0,3532.0,3568.0,3403.509033203125,5554000,0.0,0.0
2022-05-12 00:00:00+09:00,3514.0,3553.0,3491.0,3532.0,3369.168701171875,5500500,0.0,0.0
2022-05-13 00:00:00+09:00,3538.0,3625.0,3537.0,3599.0,3433.079833984375,6871500,0.0,0.0
2022-05-16 00:00:00+09:00,3660.0,3667.0,3586.0,3593.0,3427.356201171875,7187500,0.0,0.0
2022-05-17 00:00:00+09:00,3600.0,3605.0,3576.0,3595.0,3429.264404296875,4602500,0.0,0.0
2022-05-18 00:00:00+09:00,3632.0,3698.0,3632.0,3656.0,3487.451904296875,7495000,0.0,0.0
2022-05-19 00:00:00+09:00,3540.0,3576.0,3531.0,3551.0,3387.292724609375,8941500,0.0,0.0
2022-05-20 00:00:00+09:00,3517.0,3585.0,3512.0,3583.0,3417.8173828125,8683500,0.0,0.0
2022-05-23 00:00:00+09:00,3646.0,3665.0,3565.0,3583.0,3417.8173828125,5712000,0.0,0.0
2022-05-24 00:00:00+09:00,3576.0,3581.0,3540.0,3540.0,3376.7998046875,6997500,0.0,0.0
2022-05-25 00:00:00+09:00,3550.0,3558.0,3529.0,3545.0,3381.5693359375,6704500,0.0,0.0
2022-05-26 00:00:00+09:00,3498.0,3524.0,3476.0,3496.0,3334.828369140625,8881500,0.0,0.0
2022-05-27 00:00:00+09:00,3570.0,3577.0,3547.0,3568.0,3403.509033203125,5818500,0.0,0.0
2022-05-30 00:00:00+09:00,3587.0,3669.0,3578.0,3650.0,3481.728271484375,8034000,0.0,0.0
2022-05-31 00:00:00+09:00,3644.0,3667.0,3623.0,3667.0,3497.945068359375,22942000,0.0,0.0
2022-06-01 00:00:00+09:00,3666.0,3716.0,3644.0,3716.0,3544.685791015625,5525000,0.0,0.0
2022-06-02 00:00:00+09:00,3720.0,3727.0,3688.0,3702.0,3531.33154296875,6125000,0.0,0.0
2022-06-03 00:00:00+09:00,3729.0,3739.0,3679.0,3687.0,3517.02294921875,5929000,0.0,0.0
2022-06-06 00:00:00+09:00,3659.0,3695.0,3632.0,3684.0,3514.1611328125,3916000,0.0,0.0
2022-06-07 00:00:00+09:00,3700.0,3700.0,3665.0,3667.0,3497.945068359375,4437000,0.0,0.0
2022-06-08 00:00:00+09:00,3720.0,3730.0,3691.0,3711.0,3539.91650390625,5411500,0.0,0.0
2022-06-09 00:00:00+09:00,3698.0,3701.0,3661.0,3667.0,3497.945068359375,6031500,0.0,0.0
2022-06-10 00:00:00+09:00,3632.0,3645.0,3610.0,3623.0,3455.9736328125,7472000,0.0,0.0
2022-06-13 00:00:00+09:00,3520.0,3535.0,3449.0,3449.0,3289.994873046875,11133000,0.0,0.0
2022-06-14 00:00:00+09:00,3420.0,3469.0,3419.0,3468.0,3308.119140625,6863000,0.0,0.0
2022-06-15 00:00:00+09:00,3464.0,3476.0,3455.0,3460.0,3300.48779296875,6177000,0.0,0.0
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2024-03-06 00:00:00+09:00,6540.0,6633.0,6488.0,6585.0,6536.7158203125,5974500,0.0,0.0
2024-03-07 00:00:00+09:00,6657.0,6702.0,6455.0,6457.0,6409.654296875,5827800,0.0,0.0
2024-03-08 00:00:00+09:00,6500.0,6657.0,6491.0,6572.0,6523.81103515625,10671600,0.0,0.0
2024-03-11 00:00:00+09:00,6400.0,6426.0,6291.0,6384.0,6337.189453125,6833100,0.0,0.0
2024-03-12 00:00:00+09:00,6261.0,6456.0,6239.0,6443.0,6395.7568359375,6877800,0.0,0.0
2024-03-13 00:00:00+09:00,6543.0,6567.0,6422.0,6514.0,6466.236328125,6256600,0.0,0.0
2024-03-14 00:00:00+09:00,6456.0,6474.0,6344.0,6440.0,6392.779296875,5120000,0.0,0.0
2024-03-15 00:00:00+09:00,6399.0,6482.0,6380.0,6469.0,6421.56640625,6441200,0.0,0.0
2024-03-18 00:00:00+09:00,6500.0,6644.0,6462.0,6639.0,6590.31982421875,5634100,0.0,0.0
2024-03-19 00:00:00+09:00,6655.0,6694.0,6541.0,6694.0,6644.91650390625,6104000,0.0,0.0
2024-03-21 00:00:00+09:00,6845.0,6926.0,6803.0,6868.0,6817.640625,8183400,0.0,0.0
2024-03-22 00:00:00+09:00,6875.0,6904.0,6791.0,6874.0,6823.5966796875,6719600,0.0,0.0
2024-03-25 00:00:00+09:00,6884.0,6890.0,6750.0,6750.0,6700.505859375,4606600,0.0,0.0
2024-03-26 00:00:00+09:00,6755.0,6890.0,6754.0,6848.0,6797.78759765625,5653100,0.0,0.0
2024-03-27 00:00:00+09:00,6822.0,6857.0,6771.0,6819.0,6769.0,6236400,0.0,0.0
2024-03-28 00:00:00+09:00,6687.0,6725.0,6597.0,6606.0,6606.0,8861600,50.0,0.0
2024-03-29 00:00:00+09:00,6600.0,6615.0,6503.0,6598.0,6598.0,3865900,0.0,0.0
2024-04-01 00:00:00+09:00,6601.0,6616.0,6352.0,6352.0,6352.0,7067800,0.0,0.0
2024-04-02 00:00:00+09:00,6400.0,6452.0,6360.0,6367.0,6367.0,6510400,0.0,0.0
2024-04-03 00:00:00+09:00,6300.0,6383.0,6232.0,6294.0,6294.0,7831200,0.0,0.0
2024-04-04 00:00:00+09:00,6450.0,6489.0,6366.0,6366.0,6366.0,6896300,0.0,0.0
2024-04-05 00:00:00+09:00,6240.0,6270.0,6140.0,6168.0,6168.0,6016500,0.0,0.0
2024-04-08 00:00:00+09:00,6230.0,6264.0,6167.0,6192.0,6192.0,5355700,0.0,0.0
2024-04-09 00:00:00+09:00,6301.0,6467.0,6297.0,6467.0,6467.0,9376700,0.0,0.0
2024-04-10 00:00:00+09:00,6495.0,6578.0,6435.0,6519.0,6519.0,7127700,0.0,0.0
2024-04-11 00:00:00+09:00,6459.0,6555.0,6423.0,6540.0,6540.0,4635600,0.0,0.0
2024-04-12 00:00:00+09:00,6640.0,6640.0,6520.0,6532.0,6532.0,5793800,0.0,0.0
2024-04-15 00:00:00+09:00,6453.0,6564.0,6432.0,6543.0,6543.0,3598900,0.0,0.0
2024-04-16 00:00:00+09:00,6410.0,6434.0,6297.0,6320.0,6320.0,5612700,0.0,0.0
2024-04-17 00:00:00+09:00,6358.0,6483.0,6326.0,6362.0,6362.0,4979100,0.0,0.0
2024-04-18 00:00:00+09:00,6300.0,6414.0,6288.0,6399.0,6399.0,4211100,0.0,0.0
2024-04-19 00:00:00+09:00,6254.0,6269.0,6015.0,6129.0,6129.0,9262200,0.0,0.0
2024-04-22 00:00:00+09:00,6045.0,6175.0,6029.0,6116.0,6116.0,5466900,0.0,0.0
2024-04-23 00:00:00+09:00,6215.0,6243.0,6152.0,6208.0,6208.0,4632800,0.0,0.0
2024-04-24 00:00:00+09:00,6408.0,6492.0,6334.0,6482.0,6482.0,7681500,0.0,0.0
2024-04-25 00:00:00+09:00,6390.0,6427.0,6269.0,6308.0,6308.0,5716200,0.0,0.0
2024-04-26 00:00:00+09:00,5875.0,5998.0,5782.0,5906.0,5906.0,17696700,0.0,0.0
2024-04-30 00:00:00+09:00,6030.0,6210.0,5982.0,6195.0,6195.0,11503900,0.0,0.0
2024-05-01 00:00:00+09:00,6175.0,6221.0,6045.0,6074.0,6074.0,5801300,0.0,0.0
2024-05-02 00:00:00+09:00,5950.0,6039.0,5928.0,5989.0,5989.0,6033900,0.0,0.0
2024-05-07 00:00:00+09:00,5994.0,6029.0,5855.0,5903.0,5903.0,9506400,0.0,0.0
2024-05-08 00:00:00+09:00,5863.0,5917.0,5750.0,5754.0,5754.0,10651600,0.0,0.0
2024-05-09 00:00:00+09:00,5800.0,5852.0,5778.0,5795.0,5795.0,6676200,0.0,0.0
2024-05-10 00:00:00+09:00,5864.0,5865.0,5757.0,5801.0,5801.0,6398100,0.0,0.0
2024-05-13 00:00:00+09:00,5828.0,5830.0,5770.0,5813.0,5813.0,4561600,0.0,0.0
2024-05-14 00:00:00+09:00,5850.0,5885.0,5770.0,5800.0,5800.0,5566000,0.0,0.0
2024-05-15 00:00:00+09:00,5860.0,5935.0,5814.0,5860.0,5860.0,7615900,0.0,0.0
2024-05-16 00:00:00+09:00,5939.0,5975.0,5871.0,5930.0,5930.0,5780500,0.0,0.0
2024-05-17 00:00:00+09:00,5875.0,5915.0,5796.0,5840.0,5840.0,5985000,0.0,0.0
2024-05-20 00:00:00+09:00,5929.0,6182.0,5907.0,6083.0,6083.0,11356700,0.0,0.0
2024-05-21 00:00:00+09:00,6090.0,6125.0,5970.0,5970.0,5970.0,5507700,0.0,0.0
2024-05-22 00:00:00+09:00,5910.0,5924.0,5828.0,5832.0,5832.0,6534300,0.0,0.0
2024-05-23 00:00:00+09:00,5911.0,5972.0,5845.0,5952.0,5952.0,7479200,0.0,0.0
2024-05-24 00:00:00+09:00,5840.0,5950.0,5824.0,5914.0,5914.0,4763500,0.0,0.0
2024-05-27 00:00:00+09:00,5902.0,5955.0,5881.0,5949.0,5949.0,3852800,0.0,0.0
2024-05-28 00:00:00+09:00,5992.0,6014.0,5960.0,5979.0,5979.0,3401100,0.0,0.0
2024-05-29 00:00:00+09:00,6005.0,6031.0,5874.0,5889.0,5889.0,4613000,0.0,0.0
2024-05-30 00:00:00+09:00,5800.0,5844.0,5733.0,5734.0,5734.0,8394400,0.0,0.0
2024-05-31 00:00:00+09:00,5789.0,5863.0,5751.0,5855.0,5855.0,11936400,0.0,0.0
2024-06-03 00:00:00+09:00,5949.0,6000.0,5911.0,5953.0,5953.0,4935300,0.0,0.0
2024-06-04 00:00:00+09:00,5889.0,5962.0,5868.0,5947.0,5947.0,4539300,0.0,0.0
2024-06-05 00:00:00+09:00,5995.0,6007.0,5915.0,5946.0,5946.0,4675200,0.0,0.0
2024-06-06 00:00:00+09:00,6038.0,6112.0,6005.0,6060.0,6060.0,5888600,0.0,0.0
2024-06-07 00:00:00+09:00,6025.0,6124.0,6022.0,6111.0,6111.0,3976800,0.0,0.0
2024-06-10 00:00:00+09:00,6110.0,6229.0,6096.0,6206.0,6206.0,5541100,0.0,0.0
2024-06-11 00:00:00+09:00,6122.0,6290.0,6120.0,6193.0,6193.0,4497600,0.0,0.0
2024-06-12 00:00:00+09:00,6093.0,6183.0,6066.0,6168.0,6168.0,5248200,0.0,0.0
2024-06-13 00:00:00+09:00,6300.0,6323.0,6193.0,6214.0,6214.0,6279700,0.0,0.0
2024-06-14 00:00:00+09:00,6161.0,6210.0,6116.0,6145.0,6145.0,8842500,0.0,0.0
2024-06-17 00:00:00+09:00,6091.0,6099.0,5940.0,5943.0,5943.0,5970800,0.0,0.0
2024-06-18 00:00:00+09:00,6061.0,6114.0,6044.0,6093.0,6093.0,4402400,0.0,0.0
2024-06-19 00:00:00+09:00,6150.0,6160.0,6080.0,6105.0,6105.0,4113100,0.0,0.0
2024-06-20 00:00:00+09:00,6090.0,6193.0,6057.0,6184.0,6184.0,4265800,0.0,0.0
2024-06-21 00:00:00+09:00,6120.0,6181.0,6073.0,6077.0,6077.0,8084100,0.0,0.0
2024-06-24 00:00:00+09:00,6022.0,6071.0,5978.0,6019.0,6019.0,5179600,0.0,0.0
2024-06-25 00:00:00+09:00,6012.0,6149.0,5999.0,6125.0,6125.0,4399900,0.0,0.0
2024-06-26 00:00:00+09:00,6199.0,6227.0,6115.0,6217.0,6217.0,5060000,0.0,0.0
2024-06-27 00:00:00+09:00,6217.0,6249.0,6164.0,6199.0,6199.0,3977100,0.0,0.0
2024-06-28 00:00:00+09:00,6240.0,6280.0,6203.0,6238.0,6238.0,4966900,0.0,0.0
2024-07-01 00:00:00+09:00,6307.0,6332.0,6166.0,6238.0,6238.0,4159400,0.0,0.0
2024-07-02 00:00:00+09:00,6234.0,6300.0,6181.0,6300.0,6300.0,4784900,0.0,0.0
2024-07-03 00:00:00+09:00,6343.0,6495.0,6328.0,6440.0,6440.0,7199000,0.0,0.0
2024-07-04 00:00:00+09:00,6476.0,6514.0,6441.0,6470.0,6470.0,4051400,0.0,0.0
2024-07-05 00:00:00+09:00,6470.0,6489.0,6411.0,6444.0,6444.0,3756600,0.0,0.0
2024-07-08 00:00:00+09:00,6495.0,6563.0,6445.0,6446.0,6446.0,5459600,0.0,0.0
2024-07-09 00:00:00+09:00,6546.0,6644.0,6486.0,6618.0,6618.0,6640200,0.0,0.0
2024-07-10 00:00:00+09:00,6643.0,6716.0,6594.0,6716.0,6716.0,5761200,0.0,0.0
2024-07-11 00:00:00+09:00,6816.0,6817.0,6691.0,6715.0,6715.0,5572200,0.0,0.0
2024-07-12 00:00:00+09:00,6665.0,6702.0,6565.0,6621.0,6621.0,6669500,0.0,0.0
2024-07-16 00:00:00+09:00,6697.0,6725.0,6632.0,6707.0,6707.0,3384600,0.0,0.0
2024-07-17 00:00:00+09:00,6750.0,6840.0,6729.0,6817.0,6817.0,5607800,0.0,0.0
2024-07-18 00:00:00+09:00,6617.0,6725.0,6558.0,6702.0,6702.0,6095700,0.0,0.0
2024-07-19 00:00:00+09:00,6650.0,6767.0,6610.0,6733.0,6733.0,4408600,0.0,0.0
2024-07-22 00:00:00+09:00,6690.0,6702.0,6571.0,6588.0,6588.0,3660400,0.0,0.0
2024-07-23 00:00:00+09:00,6688.0,6713.0,6607.0,6607.0,6607.0,3102700,0.0,0.0
2024-07-24 00:00:00+09:00,6507.0,6629.0,6455.0,6458.0,6458.0,3717400,0.0,0.0
2024-07-25 00:00:00+09:00,6281.0,6329.0,6220.0,6230.0,6230.0,5948800,0.0,0.0
2024-07-26 00:00:00+09:00,6265.0,6415.0,6212.0,6304.0,6304.0,6127500,0.0,0.0
2024-07-29 00:00:00+09:00,6750.0,6874.0,6651.0,6844.0,6844.0,11262700,0.0,0.0
2024-07-30 00:00:00+09:00,6800.0,6811.0,6630.0,6750.0,6750.0,6041700,0.0,0.0
2024-07-31 00:00:00+09:00,6661.0,6748.0,6573.0,6748.0,6748.0,6601900,0.0,0.0
2024-08-01 00:00:00+09:00,6551.0,6585.0,6407.0,6486.0,6486.0,7002600,0.0,0.0
2024-08-02 00:00:00+09:00,6161.0,6208.0,5921.0,5921.0,5921.0,9587700,0.0,0.0
2024-08-05 00:00:00+09:00,5501.0,5755.0,5013.0,5245.0,5245.0,13870600,0.0,0.0
2024-08-06 00:00:00+09:00,5645.0,6014.0,5600.0,5950.0,5950.0,12597700,0.0,0.0
2024-08-07 00:00:00+09:00,5874.0,6157.0,5809.0,5959.0,5959.0,9673100,0.0,0.0
2024-08-08 00:00:00+09:00,5859.0,6066.0,5762.0,5945.0,5945.0,7700300,0.0,0.0
2024-08-09 00:00:00+09:00,6091.0,6096.0,5830.0,5947.0,5947.0,8710900,0.0,0.0
2024-08-13 00:00:00+09:00,6047.0,6205.0,5972.0,6195.0,6195.0,6778100,0.0,0.0
2024-08-14 00:00:00+09:00,6179.0,6183.0,6040.0,6158.0,6158.0,6650900,0.0,0.0
2024-08-15 00:00:00+09:00,6122.0,6135.0,6050.0,6067.0,6067.0,5068200,0.0,0.0
2024-08-16 00:00:00+09:00,6180.0,6382.0,6172.0,6379.0,6379.0,5935700,0.0,0.0
2024-08-19 00:00:00+09:00,6325.0,6397.0,6155.0,6178.0,6178.0,4733500,0.0,0.0
2024-08-20 00:00:00+09:00,6256.0,6285.0,6188.0,6233.0,6233.0,4570300,0.0,0.0
2024-08-21 00:00:00+09:00,6154.0,6183.0,6094.0,6108.0,6108.0,6968400,0.0,0.0
2024-08-22 00:00:00+09:00,6143.0,6328.0,6125.0,6276.0,6276.0,7525300,0.0,0.0
2024-08-23 00:00:00+09:00,6255.0,6413.0,6248.0,6392.0,6392.0,5269100,0.0,0.0
2024-08-26 00:00:00+09:00,6492.0,6540.0,6399.0,6470.0,6470.0,5992700,0.0,0.0
2024-08-27 00:00:00+09:00,6455.0,6470.0,6372.0,6454.0,6454.0,3139900,0.0,0.0
2024-08-28 00:00:00+09:00,6447.0,6461.0,6374.0,6447.0,6447.0,2870200,0.0,0.0
2024-08-29 00:00:00+09:00,6401.0,6486.0,6364.0,6444.0,6444.0,4362600,0.0,0.0
2024-08-30 00:00:00+09:00,6468.0,6468.0,6386.0,6422.0,6422.0,6700000,0.0,0.0
2024-09-02 00:00:00+09:00,6480.0,6518.0,6375.0,6400.0,6400.0,4032900,0.0,0.0
2024-09-03 00:00:00+09:00,6390.0,6454.0,6340.0,6373.0,6373.0,4559200,0.0,0.0
2024-09-04 00:00:00+09:00,5973.0,6030.0,5815.0,5832.0,5832.0,12107700,0.0,0.0
2024-09-05 00:00:00+09:00,5742.0,5880.0,5718.0,5786.0,5786.0,6540900,0.0,0.0
2024-09-06 00:00:00+09:00,5801.0,5845.0,5726.0,5734.0,5734.0,5835800,0.0,0.0
2024-09-09 00:00:00+09:00,5500.0,5654.0,5446.0,5607.0,5607.0,7602900,0.0,0.0
2024-09-10 00:00:00+09:00,5627.0,5699.0,5558.0,5573.0,5573.0,5575200,0.0,0.0
2024-09-11 00:00:00+09:00,5590.0,5680.0,5481.0,5504.0,5504.0,6902100,0.0,0.0
2024-09-12 00:00:00+09:00,5725.0,5794.0,5675.0,5765.0,5765.0,6576700,0.0,0.0
2024-09-13 00:00:00+09:00,5792.0,5800.0,5680.0,5706.0,5706.0,6724400,0.0,0.0
2024-09-17 00:00:00+09:00,5708.0,5744.0,5552.0,5638.0,5638.0,5309700,0.0,0.0
2024-09-18 00:00:00+09:00,5720.0,5748.0,5545.0,5615.0,5615.0,4316900,0.0,0.0
2024-09-19 00:00:00+09:00,5773.0,5879.0,5750.0,5750.0,5750.0,8641300,0.0,0.0
2024-09-20 00:00:00+09:00,5916.0,5979.0,5823.0,5862.0,5862.0,10802700,0.0,0.0
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits
2 2022-01-04 00:00:00+09:00 4050.0 4134.0 4022.0 4131.0 3888.69091796875 5385000 0.0 0.0
3 2022-01-05 00:00:00+09:00 4100.0 4118.0 4066.0 4080.0 3840.68212890625 4258500 0.0 0.0
4 2022-01-06 00:00:00+09:00 4060.0 4067.0 3952.0 3952.0 3720.1904296875 5690500 0.0 0.0
5 2022-01-07 00:00:00+09:00 4014.0 4024.0 3924.0 3967.0 3734.310302734375 4223500 0.0 0.0
6 2022-01-11 00:00:00+09:00 3957.0 3986.0 3868.0 3877.0 3649.58935546875 4631000 0.0 0.0
7 2022-01-12 00:00:00+09:00 3915.0 4023.0 3915.0 4023.0 3787.025634765625 5260000 0.0 0.0
8 2022-01-13 00:00:00+09:00 4016.0 4067.0 3970.0 3987.0 3753.13720703125 4169000 0.0 0.0
9 2022-01-14 00:00:00+09:00 3920.0 3928.0 3831.0 3880.0 3652.413330078125 7665500 0.0 0.0
10 2022-01-17 00:00:00+09:00 3956.0 3956.0 3874.0 3893.0 3664.65087890625 3983500 0.0 0.0
11 2022-01-18 00:00:00+09:00 3918.0 3926.0 3852.0 3864.0 3637.351806640625 3521500 0.0 0.0
12 2022-01-19 00:00:00+09:00 3796.0 3811.0 3742.0 3766.0 3545.100341796875 7258000 0.0 0.0
13 2022-01-20 00:00:00+09:00 3757.0 3833.0 3731.0 3820.0 3595.932861328125 4571000 0.0 0.0
14 2022-01-21 00:00:00+09:00 3741.0 3755.0 3673.0 3741.0 3521.566650390625 4825500 0.0 0.0
15 2022-01-24 00:00:00+09:00 3710.0 3748.0 3692.0 3748.0 3528.15625 3957000 0.0 0.0
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662 2024-09-11 00:00:00+09:00 5590.0 5680.0 5481.0 5504.0 5504.0 6902100 0.0 0.0
663 2024-09-12 00:00:00+09:00 5725.0 5794.0 5675.0 5765.0 5765.0 6576700 0.0 0.0
664 2024-09-13 00:00:00+09:00 5792.0 5800.0 5680.0 5706.0 5706.0 6724400 0.0 0.0
665 2024-09-17 00:00:00+09:00 5708.0 5744.0 5552.0 5638.0 5638.0 5309700 0.0 0.0
666 2024-09-18 00:00:00+09:00 5720.0 5748.0 5545.0 5615.0 5615.0 4316900 0.0 0.0
667 2024-09-19 00:00:00+09:00 5773.0 5879.0 5750.0 5750.0 5750.0 8641300 0.0 0.0
668 2024-09-20 00:00:00+09:00 5916.0 5979.0 5823.0 5862.0 5862.0 10802700 0.0 0.0

View File

@@ -1,24 +1,24 @@
Date,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-06-06 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-06-01 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-31 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-30 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-27 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-26 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-25 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-24 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-23 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-20 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-19 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-18 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,532454,0,0
2022-05-17 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-16 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-13 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-12 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-11 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-10 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-09 00:00:00+01:00,0.1455,0.1455,0.1455,0.1455,0.1455,0,0,0
2022-05-06 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-05 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-04 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-05-03 00:00:00+01:00,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0.145500004291534,0,0,0
2022-06-06 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-06-01 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-31 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-30 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-27 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-26 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-25 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-24 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-23 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-20 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-19 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-18 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,532454,0,0
2022-05-17 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-16 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-13 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-12 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-11 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-10 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-09 00:00:00+01:00,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,14.5500001907349,0,0,0
2022-05-06 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-05 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-04 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
2022-05-03 00:00:00+01:00,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,14.5500004291534,0,0,0
1 Date Open High Low Close Adj Close Volume Dividends Stock Splits
2 2022-06-06 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
3 2022-06-01 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
4 2022-05-31 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
5 2022-05-30 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
6 2022-05-27 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
7 2022-05-26 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
8 2022-05-25 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
9 2022-05-24 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
10 2022-05-23 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
11 2022-05-20 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
12 2022-05-19 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
13 2022-05-18 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 532454 0 0
14 2022-05-17 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
15 2022-05-16 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
16 2022-05-13 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
17 2022-05-12 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
18 2022-05-11 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
19 2022-05-10 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
20 2022-05-09 00:00:00+01:00 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0.1455 14.5500001907349 0 0 0
21 2022-05-06 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
22 2022-05-05 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
23 2022-05-04 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0
24 2022-05-03 00:00:00+01:00 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0.145500004291534 14.5500004291534 0 0 0

View File

@@ -1,25 +0,0 @@
Date,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-08-15 00:00:00+01:00,27.6000,28.2000,26.2000,27.6000,27.6000,3535668,0,0
2022-08-12 00:00:00+01:00,27.3000,29.8000,26.4030,27.0000,27.0000,7223353,0,0
2022-08-11 00:00:00+01:00,26.0000,29.8000,24.2000,27.1000,27.1000,12887933,0,0
2022-08-10 00:00:00+01:00,25.0000,29.2000,22.5000,25.0000,25.0000,26572680,0,0
2022-08-09 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-08 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-05 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-04 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-03 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-02 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-08-01 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-29 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-28 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-27 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-26 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-25 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-22 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-21 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-20 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-19 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-18 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-15 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-14 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0
2022-07-13 00:00:00+01:00,14.5500,14.5500,14.5500,14.5500,14.5500,0,0,0

View File

@@ -1,25 +0,0 @@
Date,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-08-15 00:00:00+01:00,27.600000381469727,28.200000762939453,26.200000762939453,27.600000381469727,27.600000381469727,3535668,0.0,0.0
2022-08-12 00:00:00+01:00,27.299999237060547,29.799999237060547,26.402999877929688,27.0,27.0,7223353,0.0,0.0
2022-08-11 00:00:00+01:00,26.0,29.799999237060547,24.200000762939453,27.100000381469727,27.100000381469727,12887933,0.0,0.0
2022-08-10 00:00:00+01:00,25.0,29.200000762939453,22.5,25.0,25.0,26572680,0.0,0.0
2022-08-09 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-08 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-05 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-04 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-03 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-02 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-08-01 00:00:00+01:00,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,14.550000190734863,0,0.0,0.0
2022-07-29 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-28 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-27 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-26 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-25 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-22 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-21 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-20 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-19 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-18 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-15 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-14 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0
2022-07-13 00:00:00+01:00,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0.14550000429153442,0,0.0,0.0

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@@ -12,70 +12,70 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-01-18 00:00:00+00:00,0.275,0.275,0.275,0.275,0.2529500382534256,0,0.0,0.0,True
2022-01-19 00:00:00+00:00,0.275,0.275,0.275,0.275,0.2529500382534256,0,0.0,0.0,True
2022-01-20 00:00:00+00:00,0.275,0.27299999237060546,0.27299999237060546,0.275,0.2529500382534256,36,0.0,0.0,True
2022-01-21 00:00:00+00:00,0.275,0.29,0.29,0.28500000000000003,0.2621482159594605,206,0.0,0.0,True
2022-01-24 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-01-25 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-01-26 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-01-27 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-01-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-01-31 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-01 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-02 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-03 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-07 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-08 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-09 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-10 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482159594605,0,0.0,0.0,True
2022-02-11 00:00:00+00:00,0.29,0.29,0.29,0.29,0.2667473048124779,0,0.0,0.0,True
2022-02-14 00:00:00+00:00,0.29,0.29,0.29,0.29,0.2667473048124779,0,0.0,0.0,True
2022-02-15 00:00:00+00:00,0.29,0.29,0.29,0.29,0.2667473048124779,0,0.0,0.0,True
2022-02-16 00:00:00+00:00,0.29,0.29,0.29,0.29,0.2667473048124779,0,0.0,0.0,True
2022-02-17 00:00:00+00:00,0.29,0.29,0.29,0.29,0.2667473048124779,0,0.0,0.0,True
2022-02-18 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-21 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-22 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-23 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-24 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-25 00:00:00+00:00,0.295,0.295,0.295,0.295,0.27134641258267866,0,0.0,0.0,True
2022-02-28 00:00:00+00:00,0.295,0.3,0.29,0.305,0.28054459028871354,119,0.0,0.0,True
2022-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28054459028871354,0,0.0,0.0,True
2022-03-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28054459028871354,0,0.0,0.0,True
2022-03-03 00:00:00+00:00,0.305,0.32,0.32,0.315,0.28974278691193167,100,0.0,0.0,True
2022-03-04 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-07 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-08 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-09 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-10 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-11 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-14 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-15 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-16 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-03-17 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.28974278691193167,9,0.0,0.0,True
2022-03-18 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.28974278691193167,6,0.0,0.0,True
2022-03-21 00:00:00+00:00,0.315,0.315,0.315,0.315,0.28974278691193167,0,0.0,0.0,True
2022-01-21 00:00:00+00:00,0.275,0.29,0.29,0.28500000000000003,0.2621482348766438,206,0.0,0.0,True
2022-01-24 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-01-25 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-01-26 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-01-27 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-01-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-01-31 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-01 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-02 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-03 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-07 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-08 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-09 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-10 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.2621482348766438,0,0.0,0.0,True
2022-02-11 00:00:00+00:00,0.29,0.29,0.29,0.29,0.26674732372966126,0,0.0,0.0,True
2022-02-14 00:00:00+00:00,0.29,0.29,0.29,0.29,0.26674732372966126,0,0.0,0.0,True
2022-02-15 00:00:00+00:00,0.29,0.29,0.29,0.29,0.26674732372966126,0,0.0,0.0,True
2022-02-16 00:00:00+00:00,0.29,0.29,0.29,0.29,0.26674732372966126,0,0.0,0.0,True
2022-02-17 00:00:00+00:00,0.29,0.29,0.29,0.29,0.26674732372966126,0,0.0,0.0,True
2022-02-18 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-21 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-22 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-23 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-24 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-25 00:00:00+00:00,0.295,0.295,0.295,0.295,0.2713463936654954,0,0.0,0.0,True
2022-02-28 00:00:00+00:00,0.295,0.3,0.29,0.305,0.28054457137153027,119,0.0,0.0,True
2022-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28054457137153027,0,0.0,0.0,True
2022-03-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28054457137153027,0,0.0,0.0,True
2022-03-03 00:00:00+00:00,0.305,0.32,0.32,0.315,0.2897427490775651,100,0.0,0.0,True
2022-03-04 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-07 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-08 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-09 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-10 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-11 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-14 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-15 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-16 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-17 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.2897427490775651,9,0.0,0.0,True
2022-03-18 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.2897427490775651,6,0.0,0.0,True
2022-03-21 00:00:00+00:00,0.315,0.315,0.315,0.315,0.2897427490775651,0,0.0,0.0,True
2022-03-22 00:00:00+00:00,0.315,0.35000000000000003,0.35000000000000003,0.34,0.3127382122598356,142,0.0,0.0,True
2022-03-23 00:00:00+00:00,0.34,0.34,0.34,0.34,0.3127382122598356,0,0.0,0.0,True
2022-03-24 00:00:00+00:00,0.34,0.34,0.34,0.34,0.3127382122598356,0,0.0,0.0,True
2022-03-25 00:00:00+00:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-03-28 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-03-29 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-03-30 00:00:00+01:00,0.355,0.3406999969482422,0.34,0.355,0.32653551665325453,1000,0.0,0.0,True
2022-03-31 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-01 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-04 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-05 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-06 00:00:00+01:00,0.35000000000000003,0.34750000000000003,0.34750000000000003,0.355,0.32653551665325453,2,0.0,0.0,True
2022-04-07 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-08 00:00:00+01:00,0.355,0.37,0.37,0.355,0.32653551665325453,6,0.0,0.0,True
2022-04-11 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-12 00:00:00+01:00,0.35000000000000003,0.3679999923706055,0.3679999923706055,0.355,0.32653551665325453,9,0.0,0.0,True
2022-04-13 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-14 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-19 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-20 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-21 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-04-22 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653551665325453,0,0.0,0.0,True
2022-03-25 00:00:00+00:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-03-28 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-03-29 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-03-30 00:00:00+01:00,0.355,0.3406999969482422,0.34,0.355,0.32653547881888795,1000,0.0,0.0,True
2022-03-31 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-01 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-04 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-05 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-06 00:00:00+01:00,0.35000000000000003,0.34750000000000003,0.34750000000000003,0.355,0.32653547881888795,2,0.0,0.0,True
2022-04-07 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-08 00:00:00+01:00,0.355,0.37,0.37,0.355,0.32653547881888795,6,0.0,0.0,True
2022-04-11 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-12 00:00:00+01:00,0.35000000000000003,0.3679999923706055,0.3679999923706055,0.355,0.32653547881888795,9,0.0,0.0,True
2022-04-13 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-14 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-19 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-20 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-21 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-22 00:00:00+01:00,0.355,0.355,0.355,0.355,0.32653547881888795,0,0.0,0.0,True
2022-04-25 00:00:00+01:00,0.355,0.39,0.36,0.38,0.34953094200115836,183,0.0,0.0,True
2022-04-26 00:00:00+01:00,0.38,0.38,0.38,0.38,0.34953094200115836,262,0.0,0.0,True
2022-04-27 00:00:00+01:00,0.38,0.38,0.38,0.38,0.34953094200115836,0,0.0,0.0,True
@@ -122,89 +122,89 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-06-28 00:00:00+01:00,0.375,0.375,0.375,0.375,0.34883886737998016,0,0.0,0.0,True
2022-06-29 00:00:00+01:00,0.375,0.375,0.375,0.375,0.34883886737998016,0,0.0,0.0,True
2022-06-30 00:00:00+01:00,0.375,0.375,0.375,0.375,0.34883886737998016,0,0.0,0.0,True
2022-07-01 00:00:00+01:00,0.37,0.35000000000000003,0.35000000000000003,0.34500000000000003,0.32093179619127443,40,0.0,0.0,True
2022-07-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-06 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-07 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-08 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,0.32093179619127443,1,0.0,0.0,True
2022-07-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-13 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-14 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-20 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-21 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-22 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,0.32093179619127443,142,0.0,0.0,True
2022-07-25 00:00:00+01:00,0.35000000000000003,0.35000000000000003,0.35000000000000003,0.34500000000000003,0.32093179619127443,115,0.0,0.0,True
2022-07-26 00:00:00+01:00,0.35000000000000003,0.32000011444091797,0.32000011444091797,0.34500000000000003,0.32093179619127443,35,0.0,0.0,True
2022-07-27 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-28 00:00:00+01:00,0.35000000000000003,0.36450000762939455,0.36450000762939455,0.34500000000000003,0.32093179619127443,2,0.0,0.0,True
2022-07-29 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-03 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-08 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-09 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-10 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-16 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-17 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-22 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-23 00:00:00+01:00,0.34500000000000003,0.32000011444091797,0.32,0.34500000000000003,0.32093179619127443,11,0.0,0.0,True
2022-08-24 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-25 00:00:00+01:00,0.34500000000000003,0.305,0.305,0.34500000000000003,0.32093179619127443,206,0.0,0.0,True
2022-08-26 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-30 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-08-31 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-09-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-09-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.32093179619127443,0,0.0,0.0,True
2022-07-01 00:00:00+01:00,0.37,0.35000000000000003,0.35000000000000003,0.34500000000000003,0.3209317594588776,40,0.0,0.0,True
2022-07-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-06 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-07 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-08 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,0.3209317594588776,1,0.0,0.0,True
2022-07-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-13 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-14 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-20 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-21 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-22 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,0.3209317594588776,142,0.0,0.0,True
2022-07-25 00:00:00+01:00,0.35000000000000003,0.35000000000000003,0.35000000000000003,0.34500000000000003,0.3209317594588776,115,0.0,0.0,True
2022-07-26 00:00:00+01:00,0.35000000000000003,0.32000011444091797,0.32000011444091797,0.34500000000000003,0.3209317594588776,35,0.0,0.0,True
2022-07-27 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-07-28 00:00:00+01:00,0.35000000000000003,0.36450000762939455,0.36450000762939455,0.34500000000000003,0.3209317594588776,2,0.0,0.0,True
2022-07-29 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-03 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-08 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-09 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-10 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-16 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-17 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-22 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-23 00:00:00+01:00,0.34500000000000003,0.32000011444091797,0.32,0.34500000000000003,0.3209317594588776,11,0.0,0.0,True
2022-08-24 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-25 00:00:00+01:00,0.34500000000000003,0.305,0.305,0.34500000000000003,0.3209317594588776,206,0.0,0.0,True
2022-08-26 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-30 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-08-31 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-09-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-09-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.3209317594588776,0,0.0,0.0,True
2022-09-05 00:00:00+01:00,0.34,0.29100000381469726,0.29100000381469726,0.34,0.3162805564391621,480,0.0,0.0,True
2022-09-06 00:00:00+01:00,0.34,0.34,0.34,0.34,0.3162805564391621,0,0.0,0.0,True
2022-09-07 00:00:00+01:00,0.34,0.34,0.34,0.34,0.3162805564391621,0,0.0,0.0,True
2022-09-08 00:00:00+01:00,0.33,0.3004999923706055,0.3004999923706055,0.315,0.29302466990397347,100,0.0,0.0,True
2022-09-09 00:00:00+01:00,0.3,0.27299999237060546,0.2500000953674316,0.23500000000000001,0.21860569708150165,371,0.0,0.0,True
2022-09-12 00:00:00+01:00,0.2599999046325684,0.26,0.24399999618530274,0.24399999618530274,0.22697783680431174,740,0.0,0.0,True
2022-09-13 00:00:00+01:00,0.25799999237060545,0.2584000015258789,0.2584000015258789,0.245,0.22790806638853583,19,0.0,0.0,True
2022-09-14 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-15 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-16 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-20 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-21 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-22 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-23 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-26 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-27 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-28 00:00:00+01:00,0.26,0.25799999237060545,0.25799999237060545,0.245,0.22790806638853583,125,0.0,0.0,True
2022-09-29 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-30 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-03 00:00:00+01:00,0.245,0.23100000381469726,0.23100000381469726,0.245,0.22790806638853583,66,0.0,0.0,True
2022-10-04 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-05 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-06 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-07 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-10 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-11 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-12 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-13 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-14 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-17 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-18 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-19 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-20 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-21 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-24 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-25 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-26 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-10-27 00:00:00+01:00,0.245,0.245,0.245,0.245,0.22790806638853583,0,0.0,0.0,True
2022-09-08 00:00:00+01:00,0.33,0.3004999923706055,0.3004999923706055,0.315,0.293024651537775,100,0.0,0.0,True
2022-09-09 00:00:00+01:00,0.3,0.27299999237060546,0.2500000953674316,0.23500000000000001,0.21860567871530318,371,0.0,0.0,True
2022-09-12 00:00:00+01:00,0.2599999046325684,0.26,0.24399999618530274,0.24399999618530274,0.2269778000719149,740,0.0,0.0,True
2022-09-13 00:00:00+01:00,0.25799999237060545,0.2584000015258789,0.2584000015258789,0.245,0.2279080847547342,19,0.0,0.0,True
2022-09-14 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-15 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-16 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-20 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-21 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-22 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-23 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-26 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-27 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-28 00:00:00+01:00,0.26,0.25799999237060545,0.25799999237060545,0.245,0.2279080847547342,125,0.0,0.0,True
2022-09-29 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-09-30 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-03 00:00:00+01:00,0.245,0.23100000381469726,0.23100000381469726,0.245,0.2279080847547342,66,0.0,0.0,True
2022-10-04 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-05 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-06 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-07 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-10 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-11 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-12 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-13 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-14 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-17 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-18 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-19 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-20 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-21 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-24 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-25 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-26 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-27 00:00:00+01:00,0.245,0.245,0.245,0.245,0.2279080847547342,0,0.0,0.0,True
2022-10-28 00:00:00+01:00,0.245,0.26,0.26,0.26,0.2418616203490871,200,0.0,0.0,True
2022-10-31 00:00:00+00:00,0.26,0.26,0.26,0.26,0.2418616203490871,0,0.0,0.0,True
2022-11-01 00:00:00+00:00,0.26,0.26,0.26,0.26,0.2418616203490871,0,0.0,0.0,True
@@ -226,7 +226,7 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-11-23 00:00:00+00:00,0.255,0.22670000076293945,0.215,0.23,0.21753748848254773,1258,0.0,0.0,True
2022-11-24 00:00:00+00:00,0.225,0.225,0.225,0.225,0.21280840949387678,0,0.0,0.0,True
2022-11-25 00:00:00+00:00,0.225,0.225,0.225,0.225,0.21280840949387678,0,0.0,0.0,True
2022-11-28 00:00:00+00:00,0.225,0.24760000228881837,0.23450000762939455,0.24700000762939453,0.23361637154366044,912,0.0,0.0,True
2022-11-28 00:00:00+00:00,0.225,0.24760000228881837,0.23450000762939455,0.24700000762939453,0.2336163473776079,912,0.0,0.0,True
2022-11-29 00:00:00+00:00,0.24700000762939453,0.2670000076293945,0.24,0.26,0.24591193824852078,201,0.0,0.0,True
2022-11-30 00:00:00+00:00,0.26,0.26,0.26,0.26,0.24591193824852078,0,0.0,0.0,True
2022-12-01 00:00:00+00:00,0.26,0.26,0.26,0.26,0.24591193824852078,0,0.0,0.0,True
@@ -242,8 +242,8 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-12-15 00:00:00+00:00,0.27,0.27,0.27,0.27,0.25537009622586265,0,0.0,0.0,True
2022-12-16 00:00:00+00:00,0.27,0.27,0.27,0.27,0.25537009622586265,0,0.0,0.0,True
2022-12-19 00:00:00+00:00,0.27,0.27,0.27,0.27,0.25537009622586265,0,0.0,0.0,True
2022-12-20 00:00:00+00:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2022-12-21 00:00:00+00:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2022-12-20 00:00:00+00:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2022-12-21 00:00:00+00:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2022-12-22 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.26955733319187547,0,0.0,0.0,True
2022-12-23 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.26955733319187547,0,0.0,0.0,True
2022-12-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.26955733319187547,0,0.0,0.0,True
@@ -251,77 +251,77 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
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2023-01-03 00:00:00+00:00,0.28500000000000003,0.2720000076293945,0.2720000076293945,0.28500000000000003,0.26955733319187547,15,0.0,0.0,True
2023-01-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.26955733319187547,0,0.0,0.0,True
2023-01-05 00:00:00+00:00,0.3,0.3,0.3,0.3,0.2837445218257832,0,0.0,0.0,True
2023-01-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-11 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-12 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-01-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-01-19 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-02-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-02-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-02-14 00:00:00+00:00,0.305,0.3139999961853027,0.3139999961853027,0.305,0.2884736491465592,127,0.0,0.0,True
2023-02-15 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-02-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-02-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-03-02 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.2884736491465592,5,0.0,0.0,True
2023-03-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-03-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-03-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-03-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-03-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-03-14 00:00:00+00:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-04-13 00:00:00+01:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
2023-04-14 00:00:00+01:00,0.305,0.305,0.305,0.305,0.2884736491465592,0,0.0,0.0,True
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2023-01-05 00:00:00+00:00,0.3,0.3,0.3,0.3,0.28374454599183574,0,0.0,0.0,True
2023-01-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-11 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-12 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-18 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-19 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-25 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-26 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-30 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-01-31 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-14 00:00:00+00:00,0.305,0.3139999961853027,0.3139999961853027,0.305,0.28847362498050666,127,0.0,0.0,True
2023-02-15 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-02-28 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.28847362498050666,127,0.0,0.0,True
2023-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-02 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.28847362498050666,5,0.0,0.0,True
2023-03-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-06 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.28847362498050666,4,0.0,0.0,True
2023-03-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-14 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-15 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.28847362498050666,25,0.0,0.0,True
2023-03-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-17 00:00:00+00:00,0.315,0.31,0.31,0.305,0.28847362498050666,15,0.0,0.0,True
2023-03-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-27 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-28 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-29 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-30 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-03-31 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-03 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-04 00:00:00+01:00,0.305,0.31,0.31,0.305,0.28847362498050666,4,0.0,0.0,True
2023-04-05 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-06 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-11 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-12 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-13 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-14 00:00:00+01:00,0.305,0.305,0.305,0.305,0.28847362498050666,0,0.0,0.0,True
2023-04-17 00:00:00+01:00,0.315,0.31,0.2929999923706055,0.305,0.28847362498050666,35,0.0,0.0,True
2023-04-18 00:00:00+01:00,0.305,0.30950000762939456,0.30950000762939456,0.31,0.2932027039691775,24,0.0,0.0,True
2023-04-19 00:00:00+01:00,0.31,0.31,0.31,0.31,0.2932027039691775,0,0.0,0.0,True
2023-04-20 00:00:00+01:00,0.31,0.31,0.31,0.31,0.2932027039691775,0,0.0,0.0,True
@@ -343,12 +343,12 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2023-05-16 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2600991752145336,0,0.0,0.0,True
2023-05-17 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2600991752145336,0,0.0,0.0,True
2023-05-18 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2600991752145336,0,0.0,0.0,True
2023-05-19 00:00:00+01:00,0.275,0.29649999618530276,0.29649999618530276,0.28,0.264828230037152,33,0.0,0.0,True
2023-05-22 00:00:00+01:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2023-05-23 00:00:00+01:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2023-05-24 00:00:00+01:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2023-05-25 00:00:00+01:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2023-05-26 00:00:00+01:00,0.28,0.28,0.28,0.28,0.264828230037152,0,0.0,0.0,True
2023-05-19 00:00:00+01:00,0.275,0.29649999618530276,0.29649999618530276,0.28,0.26482825420320455,33,0.0,0.0,True
2023-05-22 00:00:00+01:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2023-05-23 00:00:00+01:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2023-05-24 00:00:00+01:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2023-05-25 00:00:00+01:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2023-05-26 00:00:00+01:00,0.28,0.28,0.28,0.28,0.26482825420320455,0,0.0,0.0,True
2023-05-30 00:00:00+01:00,0.29,0.29,0.29,0.29,0.27428638801449384,0,0.0,0.0,True
2023-05-31 00:00:00+01:00,0.29,0.29,0.29,0.29,0.27428638801449384,0,0.0,0.0,True
2023-06-01 00:00:00+01:00,0.29,0.29,0.29,0.29,0.27428638801449384,0,0.0,0.0,True
@@ -662,4 +662,10 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2024-08-16 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0,False
2024-08-19 00:00:00+01:00,37.5,38.1,38.1,39.0,39.0,14,0.0,0.0,False
2024-08-20 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0,False
2024-08-21 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0,False
2024-08-21 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-22 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-23 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-27 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-28 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-29 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
2024-08-30 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0,False
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits Repaired?
12 2022-01-18 00:00:00+00:00 0.275 0.275 0.275 0.275 0.2529500382534256 0 0.0 0.0 True
13 2022-01-19 00:00:00+00:00 0.275 0.275 0.275 0.275 0.2529500382534256 0 0.0 0.0 True
14 2022-01-20 00:00:00+00:00 0.275 0.27299999237060546 0.27299999237060546 0.275 0.2529500382534256 36 0.0 0.0 True
15 2022-01-21 00:00:00+00:00 0.275 0.29 0.29 0.28500000000000003 0.2621482159594605 0.2621482348766438 206 0.0 0.0 True
16 2022-01-24 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
17 2022-01-25 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
18 2022-01-26 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
19 2022-01-27 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
20 2022-01-28 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
21 2022-01-31 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
22 2022-02-01 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
23 2022-02-02 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
24 2022-02-03 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
25 2022-02-04 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
26 2022-02-07 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
27 2022-02-08 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
28 2022-02-09 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
29 2022-02-10 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.2621482159594605 0.2621482348766438 0 0.0 0.0 True
30 2022-02-11 00:00:00+00:00 0.29 0.29 0.29 0.29 0.2667473048124779 0.26674732372966126 0 0.0 0.0 True
31 2022-02-14 00:00:00+00:00 0.29 0.29 0.29 0.29 0.2667473048124779 0.26674732372966126 0 0.0 0.0 True
32 2022-02-15 00:00:00+00:00 0.29 0.29 0.29 0.29 0.2667473048124779 0.26674732372966126 0 0.0 0.0 True
33 2022-02-16 00:00:00+00:00 0.29 0.29 0.29 0.29 0.2667473048124779 0.26674732372966126 0 0.0 0.0 True
34 2022-02-17 00:00:00+00:00 0.29 0.29 0.29 0.29 0.2667473048124779 0.26674732372966126 0 0.0 0.0 True
35 2022-02-18 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
36 2022-02-21 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
37 2022-02-22 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
38 2022-02-23 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
39 2022-02-24 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
40 2022-02-25 00:00:00+00:00 0.295 0.295 0.295 0.295 0.27134641258267866 0.2713463936654954 0 0.0 0.0 True
41 2022-02-28 00:00:00+00:00 0.295 0.3 0.29 0.305 0.28054459028871354 0.28054457137153027 119 0.0 0.0 True
42 2022-03-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.28054459028871354 0.28054457137153027 0 0.0 0.0 True
43 2022-03-02 00:00:00+00:00 0.305 0.305 0.305 0.305 0.28054459028871354 0.28054457137153027 0 0.0 0.0 True
44 2022-03-03 00:00:00+00:00 0.305 0.32 0.32 0.315 0.28974278691193167 0.2897427490775651 100 0.0 0.0 True
45 2022-03-04 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
46 2022-03-07 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
47 2022-03-08 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
48 2022-03-09 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
49 2022-03-10 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
50 2022-03-11 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
51 2022-03-14 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
52 2022-03-15 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
53 2022-03-16 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
54 2022-03-17 00:00:00+00:00 0.315 0.3036000061035156 0.3036000061035156 0.315 0.28974278691193167 0.2897427490775651 9 0.0 0.0 True
55 2022-03-18 00:00:00+00:00 0.315 0.3036000061035156 0.3036000061035156 0.315 0.28974278691193167 0.2897427490775651 6 0.0 0.0 True
56 2022-03-21 00:00:00+00:00 0.315 0.315 0.315 0.315 0.28974278691193167 0.2897427490775651 0 0.0 0.0 True
57 2022-03-22 00:00:00+00:00 0.315 0.35000000000000003 0.35000000000000003 0.34 0.3127382122598356 142 0.0 0.0 True
58 2022-03-23 00:00:00+00:00 0.34 0.34 0.34 0.34 0.3127382122598356 0 0.0 0.0 True
59 2022-03-24 00:00:00+00:00 0.34 0.34 0.34 0.34 0.3127382122598356 0 0.0 0.0 True
60 2022-03-25 00:00:00+00:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
61 2022-03-28 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
62 2022-03-29 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
63 2022-03-30 00:00:00+01:00 0.355 0.3406999969482422 0.34 0.355 0.32653551665325453 0.32653547881888795 1000 0.0 0.0 True
64 2022-03-31 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
65 2022-04-01 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
66 2022-04-04 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
67 2022-04-05 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
68 2022-04-06 00:00:00+01:00 0.35000000000000003 0.34750000000000003 0.34750000000000003 0.355 0.32653551665325453 0.32653547881888795 2 0.0 0.0 True
69 2022-04-07 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
70 2022-04-08 00:00:00+01:00 0.355 0.37 0.37 0.355 0.32653551665325453 0.32653547881888795 6 0.0 0.0 True
71 2022-04-11 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
72 2022-04-12 00:00:00+01:00 0.35000000000000003 0.3679999923706055 0.3679999923706055 0.355 0.32653551665325453 0.32653547881888795 9 0.0 0.0 True
73 2022-04-13 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
74 2022-04-14 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
75 2022-04-19 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
76 2022-04-20 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
77 2022-04-21 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
78 2022-04-22 00:00:00+01:00 0.355 0.355 0.355 0.355 0.32653551665325453 0.32653547881888795 0 0.0 0.0 True
79 2022-04-25 00:00:00+01:00 0.355 0.39 0.36 0.38 0.34953094200115836 183 0.0 0.0 True
80 2022-04-26 00:00:00+01:00 0.38 0.38 0.38 0.38 0.34953094200115836 262 0.0 0.0 True
81 2022-04-27 00:00:00+01:00 0.38 0.38 0.38 0.38 0.34953094200115836 0 0.0 0.0 True
122 2022-06-28 00:00:00+01:00 0.375 0.375 0.375 0.375 0.34883886737998016 0 0.0 0.0 True
123 2022-06-29 00:00:00+01:00 0.375 0.375 0.375 0.375 0.34883886737998016 0 0.0 0.0 True
124 2022-06-30 00:00:00+01:00 0.375 0.375 0.375 0.375 0.34883886737998016 0 0.0 0.0 True
125 2022-07-01 00:00:00+01:00 0.37 0.35000000000000003 0.35000000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 40 0.0 0.0 True
126 2022-07-04 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
127 2022-07-05 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
128 2022-07-06 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
129 2022-07-07 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
130 2022-07-08 00:00:00+01:00 0.35000000000000003 0.34900001525878904 0.34900001525878904 0.34500000000000003 0.32093179619127443 0.3209317594588776 1 0.0 0.0 True
131 2022-07-11 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
132 2022-07-12 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
133 2022-07-13 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
134 2022-07-14 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
135 2022-07-15 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
136 2022-07-18 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
137 2022-07-19 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
138 2022-07-20 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
139 2022-07-21 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
140 2022-07-22 00:00:00+01:00 0.35000000000000003 0.34900001525878904 0.34900001525878904 0.34500000000000003 0.32093179619127443 0.3209317594588776 142 0.0 0.0 True
141 2022-07-25 00:00:00+01:00 0.35000000000000003 0.35000000000000003 0.35000000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 115 0.0 0.0 True
142 2022-07-26 00:00:00+01:00 0.35000000000000003 0.32000011444091797 0.32000011444091797 0.34500000000000003 0.32093179619127443 0.3209317594588776 35 0.0 0.0 True
143 2022-07-27 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
144 2022-07-28 00:00:00+01:00 0.35000000000000003 0.36450000762939455 0.36450000762939455 0.34500000000000003 0.32093179619127443 0.3209317594588776 2 0.0 0.0 True
145 2022-07-29 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
146 2022-08-01 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
147 2022-08-02 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
148 2022-08-03 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
149 2022-08-04 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
150 2022-08-05 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
151 2022-08-08 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
152 2022-08-09 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
153 2022-08-10 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
154 2022-08-11 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
155 2022-08-12 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
156 2022-08-15 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
157 2022-08-16 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
158 2022-08-17 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
159 2022-08-18 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
160 2022-08-19 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
161 2022-08-22 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
162 2022-08-23 00:00:00+01:00 0.34500000000000003 0.32000011444091797 0.32 0.34500000000000003 0.32093179619127443 0.3209317594588776 11 0.0 0.0 True
163 2022-08-24 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
164 2022-08-25 00:00:00+01:00 0.34500000000000003 0.305 0.305 0.34500000000000003 0.32093179619127443 0.3209317594588776 206 0.0 0.0 True
165 2022-08-26 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
166 2022-08-30 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
167 2022-08-31 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
168 2022-09-01 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
169 2022-09-02 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.32093179619127443 0.3209317594588776 0 0.0 0.0 True
170 2022-09-05 00:00:00+01:00 0.34 0.29100000381469726 0.29100000381469726 0.34 0.3162805564391621 480 0.0 0.0 True
171 2022-09-06 00:00:00+01:00 0.34 0.34 0.34 0.34 0.3162805564391621 0 0.0 0.0 True
172 2022-09-07 00:00:00+01:00 0.34 0.34 0.34 0.34 0.3162805564391621 0 0.0 0.0 True
173 2022-09-08 00:00:00+01:00 0.33 0.3004999923706055 0.3004999923706055 0.315 0.29302466990397347 0.293024651537775 100 0.0 0.0 True
174 2022-09-09 00:00:00+01:00 0.3 0.27299999237060546 0.2500000953674316 0.23500000000000001 0.21860569708150165 0.21860567871530318 371 0.0 0.0 True
175 2022-09-12 00:00:00+01:00 0.2599999046325684 0.26 0.24399999618530274 0.24399999618530274 0.22697783680431174 0.2269778000719149 740 0.0 0.0 True
176 2022-09-13 00:00:00+01:00 0.25799999237060545 0.2584000015258789 0.2584000015258789 0.245 0.22790806638853583 0.2279080847547342 19 0.0 0.0 True
177 2022-09-14 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
178 2022-09-15 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
179 2022-09-16 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
180 2022-09-20 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
181 2022-09-21 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
182 2022-09-22 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
183 2022-09-23 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
184 2022-09-26 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
185 2022-09-27 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
186 2022-09-28 00:00:00+01:00 0.26 0.25799999237060545 0.25799999237060545 0.245 0.22790806638853583 0.2279080847547342 125 0.0 0.0 True
187 2022-09-29 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
188 2022-09-30 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
189 2022-10-03 00:00:00+01:00 0.245 0.23100000381469726 0.23100000381469726 0.245 0.22790806638853583 0.2279080847547342 66 0.0 0.0 True
190 2022-10-04 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
191 2022-10-05 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
192 2022-10-06 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
193 2022-10-07 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
194 2022-10-10 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
195 2022-10-11 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
196 2022-10-12 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
197 2022-10-13 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
198 2022-10-14 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
199 2022-10-17 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
200 2022-10-18 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
201 2022-10-19 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
202 2022-10-20 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
203 2022-10-21 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
204 2022-10-24 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
205 2022-10-25 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
206 2022-10-26 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
207 2022-10-27 00:00:00+01:00 0.245 0.245 0.245 0.245 0.22790806638853583 0.2279080847547342 0 0.0 0.0 True
208 2022-10-28 00:00:00+01:00 0.245 0.26 0.26 0.26 0.2418616203490871 200 0.0 0.0 True
209 2022-10-31 00:00:00+00:00 0.26 0.26 0.26 0.26 0.2418616203490871 0 0.0 0.0 True
210 2022-11-01 00:00:00+00:00 0.26 0.26 0.26 0.26 0.2418616203490871 0 0.0 0.0 True
226 2022-11-23 00:00:00+00:00 0.255 0.22670000076293945 0.215 0.23 0.21753748848254773 1258 0.0 0.0 True
227 2022-11-24 00:00:00+00:00 0.225 0.225 0.225 0.225 0.21280840949387678 0 0.0 0.0 True
228 2022-11-25 00:00:00+00:00 0.225 0.225 0.225 0.225 0.21280840949387678 0 0.0 0.0 True
229 2022-11-28 00:00:00+00:00 0.225 0.24760000228881837 0.23450000762939455 0.24700000762939453 0.23361637154366044 0.2336163473776079 912 0.0 0.0 True
230 2022-11-29 00:00:00+00:00 0.24700000762939453 0.2670000076293945 0.24 0.26 0.24591193824852078 201 0.0 0.0 True
231 2022-11-30 00:00:00+00:00 0.26 0.26 0.26 0.26 0.24591193824852078 0 0.0 0.0 True
232 2022-12-01 00:00:00+00:00 0.26 0.26 0.26 0.26 0.24591193824852078 0 0.0 0.0 True
242 2022-12-15 00:00:00+00:00 0.27 0.27 0.27 0.27 0.25537009622586265 0 0.0 0.0 True
243 2022-12-16 00:00:00+00:00 0.27 0.27 0.27 0.27 0.25537009622586265 0 0.0 0.0 True
244 2022-12-19 00:00:00+00:00 0.27 0.27 0.27 0.27 0.25537009622586265 0 0.0 0.0 True
245 2022-12-20 00:00:00+00:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
246 2022-12-21 00:00:00+00:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
247 2022-12-22 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.26955733319187547 0 0.0 0.0 True
248 2022-12-23 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.26955733319187547 0 0.0 0.0 True
249 2022-12-28 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.26955733319187547 0 0.0 0.0 True
251 2022-12-30 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.26955733319187547 0 0.0 0.0 True
252 2023-01-03 00:00:00+00:00 0.28500000000000003 0.2720000076293945 0.2720000076293945 0.28500000000000003 0.26955733319187547 15 0.0 0.0 True
253 2023-01-04 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.26955733319187547 0 0.0 0.0 True
254 2023-01-05 00:00:00+00:00 0.3 0.3 0.3 0.3 0.2837445218257832 0.28374454599183574 0 0.0 0.0 True
255 2023-01-06 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
256 2023-01-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
257 2023-01-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
258 2023-01-11 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
259 2023-01-12 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
260 2023-01-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
261 2023-01-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
262 2023-01-17 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
263 2023-01-18 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
264 2023-01-19 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
265 2023-01-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
266 2023-01-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
267 2023-01-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
268 2023-01-25 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
269 2023-01-26 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
270 2023-01-27 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
271 2023-01-30 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
272 2023-01-31 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
273 2023-02-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
274 2023-02-02 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
275 2023-02-03 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
276 2023-02-06 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
277 2023-02-07 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
278 2023-02-08 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
279 2023-02-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
280 2023-02-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
281 2023-02-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
282 2023-02-14 00:00:00+00:00 0.305 0.3139999961853027 0.3139999961853027 0.305 0.2884736491465592 0.28847362498050666 127 0.0 0.0 True
283 2023-02-15 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
284 2023-02-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
285 2023-02-17 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
286 2023-02-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
287 2023-02-21 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
288 2023-02-22 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
289 2023-02-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
290 2023-02-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
291 2023-02-27 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
292 2023-02-28 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.2884736491465592 0.28847362498050666 127 0.0 0.0 True
293 2023-03-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
294 2023-03-02 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.2884736491465592 0.28847362498050666 5 0.0 0.0 True
295 2023-03-03 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
296 2023-03-06 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.2884736491465592 0.28847362498050666 4 0.0 0.0 True
297 2023-03-07 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
298 2023-03-08 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
299 2023-03-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
300 2023-03-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
301 2023-03-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
302 2023-03-14 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
303 2023-03-15 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.2884736491465592 0.28847362498050666 25 0.0 0.0 True
304 2023-03-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
305 2023-03-17 00:00:00+00:00 0.315 0.31 0.31 0.305 0.2884736491465592 0.28847362498050666 15 0.0 0.0 True
306 2023-03-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
307 2023-03-21 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
308 2023-03-22 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
309 2023-03-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
310 2023-03-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
311 2023-03-27 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
312 2023-03-28 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
313 2023-03-29 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
314 2023-03-30 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
315 2023-03-31 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
316 2023-04-03 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
317 2023-04-04 00:00:00+01:00 0.305 0.31 0.31 0.305 0.2884736491465592 0.28847362498050666 4 0.0 0.0 True
318 2023-04-05 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
319 2023-04-06 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
320 2023-04-11 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
321 2023-04-12 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
322 2023-04-13 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
323 2023-04-14 00:00:00+01:00 0.305 0.305 0.305 0.305 0.2884736491465592 0.28847362498050666 0 0.0 0.0 True
324 2023-04-17 00:00:00+01:00 0.315 0.31 0.2929999923706055 0.305 0.2884736491465592 0.28847362498050666 35 0.0 0.0 True
325 2023-04-18 00:00:00+01:00 0.305 0.30950000762939456 0.30950000762939456 0.31 0.2932027039691775 24 0.0 0.0 True
326 2023-04-19 00:00:00+01:00 0.31 0.31 0.31 0.31 0.2932027039691775 0 0.0 0.0 True
327 2023-04-20 00:00:00+01:00 0.31 0.31 0.31 0.31 0.2932027039691775 0 0.0 0.0 True
343 2023-05-16 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2600991752145336 0 0.0 0.0 True
344 2023-05-17 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2600991752145336 0 0.0 0.0 True
345 2023-05-18 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2600991752145336 0 0.0 0.0 True
346 2023-05-19 00:00:00+01:00 0.275 0.29649999618530276 0.29649999618530276 0.28 0.264828230037152 0.26482825420320455 33 0.0 0.0 True
347 2023-05-22 00:00:00+01:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
348 2023-05-23 00:00:00+01:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
349 2023-05-24 00:00:00+01:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
350 2023-05-25 00:00:00+01:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
351 2023-05-26 00:00:00+01:00 0.28 0.28 0.28 0.28 0.264828230037152 0.26482825420320455 0 0.0 0.0 True
352 2023-05-30 00:00:00+01:00 0.29 0.29 0.29 0.29 0.27428638801449384 0 0.0 0.0 True
353 2023-05-31 00:00:00+01:00 0.29 0.29 0.29 0.29 0.27428638801449384 0 0.0 0.0 True
354 2023-06-01 00:00:00+01:00 0.29 0.29 0.29 0.29 0.27428638801449384 0 0.0 0.0 True
662 2024-08-16 00:00:00+01:00 39.0 39.0 39.0 39.0 39.0 0 0.0 0.0 False
663 2024-08-19 00:00:00+01:00 37.5 38.1 38.1 39.0 39.0 14 0.0 0.0 False
664 2024-08-20 00:00:00+01:00 39.0 39.0 39.0 39.0 39.0 0 0.0 0.0 False
665 2024-08-21 00:00:00+01:00 39.0 0.39 39.0 0.39 39.0 0.39 39.0 0.39 39.0 0.39 0 0.0 0.0 False
666 2024-08-22 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False
667 2024-08-23 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False
668 2024-08-27 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False
669 2024-08-28 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False
670 2024-08-29 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False
671 2024-08-30 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0 False

View File

@@ -12,70 +12,70 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-01-18 00:00:00+00:00,0.275,0.275,0.275,0.275,0.01594000220298767,0,0.0,0.0
2022-01-19 00:00:00+00:00,0.275,0.275,0.275,0.275,0.01594000220298767,0,0.0,0.0
2022-01-20 00:00:00+00:00,0.275,0.27299999237060546,0.27299999237060546,0.275,0.01594000220298767,36,0.0,0.0
2022-01-21 00:00:00+00:00,0.275,0.29,0.29,0.28500000000000003,0.016519638299942015,206,0.0,0.0
2022-01-24 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-01-25 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-01-26 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-01-27 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-01-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-01-31 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-01 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-02 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-03 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-07 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-08 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-09 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-10 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519638299942015,0,0.0,0.0
2022-02-11 00:00:00+00:00,0.29,0.29,0.29,0.29,0.01680945634841919,0,0.0,0.0
2022-02-14 00:00:00+00:00,0.29,0.29,0.29,0.29,0.01680945634841919,0,0.0,0.0
2022-02-15 00:00:00+00:00,0.29,0.29,0.29,0.29,0.01680945634841919,0,0.0,0.0
2022-02-16 00:00:00+00:00,0.29,0.29,0.29,0.29,0.01680945634841919,0,0.0,0.0
2022-02-17 00:00:00+00:00,0.29,0.29,0.29,0.29,0.01680945634841919,0,0.0,0.0
2022-02-18 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-21 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-22 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-23 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-24 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-25 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099275588989257,0,0.0,0.0
2022-02-28 00:00:00+00:00,0.295,0.3,0.29,0.305,0.017678911685943603,119,0.0,0.0
2022-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.017678911685943603,0,0.0,0.0
2022-03-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.017678911685943603,0,0.0,0.0
2022-03-03 00:00:00+00:00,0.305,0.32,0.32,0.315,0.018258548974990844,100,0.0,0.0
2022-03-04 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-07 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-08 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-09 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-10 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-11 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-14 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-15 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-16 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-03-17 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.018258548974990844,9,0.0,0.0
2022-03-18 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.018258548974990844,6,0.0,0.0
2022-03-21 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258548974990844,0,0.0,0.0
2022-01-21 00:00:00+00:00,0.275,0.29,0.29,0.28500000000000003,0.016519639492034912,206,0.0,0.0
2022-01-24 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-01-25 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-01-26 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-01-27 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-01-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-01-31 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-01 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-02 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-03 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-07 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-08 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-09 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-10 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.016519639492034912,0,0.0,0.0
2022-02-11 00:00:00+00:00,0.29,0.29,0.29,0.29,0.016809457540512086,0,0.0,0.0
2022-02-14 00:00:00+00:00,0.29,0.29,0.29,0.29,0.016809457540512086,0,0.0,0.0
2022-02-15 00:00:00+00:00,0.29,0.29,0.29,0.29,0.016809457540512086,0,0.0,0.0
2022-02-16 00:00:00+00:00,0.29,0.29,0.29,0.29,0.016809457540512086,0,0.0,0.0
2022-02-17 00:00:00+00:00,0.29,0.29,0.29,0.29,0.016809457540512086,0,0.0,0.0
2022-02-18 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-21 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-22 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-23 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-24 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-25 00:00:00+00:00,0.295,0.295,0.295,0.295,0.017099274396896364,0,0.0,0.0
2022-02-28 00:00:00+00:00,0.295,0.3,0.29,0.305,0.01767891049385071,119,0.0,0.0
2022-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.01767891049385071,0,0.0,0.0
2022-03-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.01767891049385071,0,0.0,0.0
2022-03-03 00:00:00+00:00,0.305,0.32,0.32,0.315,0.018258546590805055,100,0.0,0.0
2022-03-04 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-07 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-08 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-09 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-10 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-11 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-14 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-15 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-16 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-17 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.018258546590805055,9,0.0,0.0
2022-03-18 00:00:00+00:00,0.315,0.3036000061035156,0.3036000061035156,0.315,0.018258546590805055,6,0.0,0.0
2022-03-21 00:00:00+00:00,0.315,0.315,0.315,0.315,0.018258546590805055,0,0.0,0.0
2022-03-22 00:00:00+00:00,0.315,0.35000000000000003,0.35000000000000003,0.34,0.019707638025283813,142,0.0,0.0
2022-03-23 00:00:00+00:00,0.34,0.34,0.34,0.34,0.019707638025283813,0,0.0,0.0
2022-03-24 00:00:00+00:00,0.34,0.34,0.34,0.34,0.019707638025283813,0,0.0,0.0
2022-03-25 00:00:00+00:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-03-28 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-03-29 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-03-30 00:00:00+01:00,0.355,0.3406999969482422,0.34,0.355,0.020577094554901122,1000,0.0,0.0
2022-03-31 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-01 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-04 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-05 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-06 00:00:00+01:00,0.35000000000000003,0.34750000000000003,0.34750000000000003,0.355,0.020577094554901122,2,0.0,0.0
2022-04-07 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-08 00:00:00+01:00,0.355,0.37,0.37,0.355,0.020577094554901122,6,0.0,0.0
2022-04-11 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-12 00:00:00+01:00,0.35000000000000003,0.3679999923706055,0.3679999923706055,0.355,0.020577094554901122,9,0.0,0.0
2022-04-13 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-14 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-19 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-20 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-21 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-04-22 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577094554901122,0,0.0,0.0
2022-03-25 00:00:00+00:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-03-28 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-03-29 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-03-30 00:00:00+01:00,0.355,0.3406999969482422,0.34,0.355,0.020577092170715332,1000,0.0,0.0
2022-03-31 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-01 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-04 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-05 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-06 00:00:00+01:00,0.35000000000000003,0.34750000000000003,0.34750000000000003,0.355,0.020577092170715332,2,0.0,0.0
2022-04-07 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-08 00:00:00+01:00,0.355,0.37,0.37,0.355,0.020577092170715332,6,0.0,0.0
2022-04-11 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-12 00:00:00+01:00,0.35000000000000003,0.3679999923706055,0.3679999923706055,0.355,0.020577092170715332,9,0.0,0.0
2022-04-13 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-14 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-19 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-20 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-21 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-22 00:00:00+01:00,0.355,0.355,0.355,0.355,0.020577092170715332,0,0.0,0.0
2022-04-25 00:00:00+01:00,0.355,0.39,0.36,0.38,0.02202618360519409,183,0.0,0.0
2022-04-26 00:00:00+01:00,0.38,0.38,0.38,0.38,0.02202618360519409,262,0.0,0.0
2022-04-27 00:00:00+01:00,0.38,0.38,0.38,0.38,0.02202618360519409,0,0.0,0.0
@@ -122,89 +122,89 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-06-28 00:00:00+01:00,0.375,0.375,0.375,0.375,-0.18113637924194337,0,0.0,0.0
2022-06-29 00:00:00+01:00,0.375,0.375,0.375,0.375,-0.18113637924194337,0,0.0,0.0
2022-06-30 00:00:00+01:00,0.375,0.375,0.375,0.375,-0.18113637924194337,0,0.0,0.0
2022-07-01 00:00:00+01:00,0.37,0.35000000000000003,0.35000000000000003,0.34500000000000003,-0.16664548873901366,40,0.0,0.0
2022-07-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-06 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-07 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-08 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,-0.16664548873901366,1,0.0,0.0
2022-07-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-13 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-14 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-20 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-21 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-22 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,-0.16664548873901366,142,0.0,0.0
2022-07-25 00:00:00+01:00,0.35000000000000003,0.35000000000000003,0.35000000000000003,0.34500000000000003,-0.16664548873901366,115,0.0,0.0
2022-07-26 00:00:00+01:00,0.35000000000000003,0.32000011444091797,0.32000011444091797,0.34500000000000003,-0.16664548873901366,35,0.0,0.0
2022-07-27 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-28 00:00:00+01:00,0.35000000000000003,0.36450000762939455,0.36450000762939455,0.34500000000000003,-0.16664548873901366,2,0.0,0.0
2022-07-29 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-03 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-08 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-09 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-10 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-16 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-17 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-22 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-23 00:00:00+01:00,0.34500000000000003,0.32000011444091797,0.32,0.34500000000000003,-0.16664548873901366,11,0.0,0.0
2022-08-24 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-25 00:00:00+01:00,0.34500000000000003,0.305,0.305,0.34500000000000003,-0.16664548873901366,206,0.0,0.0
2022-08-26 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-30 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-08-31 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-09-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-09-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664548873901366,0,0.0,0.0
2022-07-01 00:00:00+01:00,0.37,0.35000000000000003,0.35000000000000003,0.34500000000000003,-0.16664546966552735,40,0.0,0.0
2022-07-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-06 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-07 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-08 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,-0.16664546966552735,1,0.0,0.0
2022-07-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-13 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-14 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-20 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-21 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-22 00:00:00+01:00,0.35000000000000003,0.34900001525878904,0.34900001525878904,0.34500000000000003,-0.16664546966552735,142,0.0,0.0
2022-07-25 00:00:00+01:00,0.35000000000000003,0.35000000000000003,0.35000000000000003,0.34500000000000003,-0.16664546966552735,115,0.0,0.0
2022-07-26 00:00:00+01:00,0.35000000000000003,0.32000011444091797,0.32000011444091797,0.34500000000000003,-0.16664546966552735,35,0.0,0.0
2022-07-27 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-07-28 00:00:00+01:00,0.35000000000000003,0.36450000762939455,0.36450000762939455,0.34500000000000003,-0.16664546966552735,2,0.0,0.0
2022-07-29 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-03 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-04 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-05 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-08 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-09 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-10 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-11 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-12 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-15 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-16 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-17 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-18 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-19 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-22 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-23 00:00:00+01:00,0.34500000000000003,0.32000011444091797,0.32,0.34500000000000003,-0.16664546966552735,11,0.0,0.0
2022-08-24 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-25 00:00:00+01:00,0.34500000000000003,0.305,0.305,0.34500000000000003,-0.16664546966552735,206,0.0,0.0
2022-08-26 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-30 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-08-31 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-09-01 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-09-02 00:00:00+01:00,0.34500000000000003,0.34500000000000003,0.34500000000000003,0.34500000000000003,-0.16664546966552735,0,0.0,0.0
2022-09-05 00:00:00+01:00,0.34,0.29100000381469726,0.29100000381469726,0.34,-0.16423030853271484,480,0.0,0.0
2022-09-06 00:00:00+01:00,0.34,0.34,0.34,0.34,-0.16423030853271484,0,0.0,0.0
2022-09-07 00:00:00+01:00,0.34,0.34,0.34,0.34,-0.16423030853271484,0,0.0,0.0
2022-09-08 00:00:00+01:00,0.33,0.3004999923706055,0.3004999923706055,0.315,-0.1521545696258545,100,0.0,0.0
2022-09-09 00:00:00+01:00,0.3,0.27299999237060546,0.2500000953674316,0.23500000000000001,-0.11351213455200196,371,0.0,0.0
2022-09-12 00:00:00+01:00,0.2599999046325684,0.26,0.24399999618530274,0.24399999618530274,-0.11785941123962403,740,0.0,0.0
2022-09-13 00:00:00+01:00,0.25799999237060545,0.2584000015258789,0.2584000015258789,0.245,-0.11834243774414063,19,0.0,0.0
2022-09-14 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-15 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-16 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-20 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-21 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-22 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-23 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-26 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-27 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-28 00:00:00+01:00,0.26,0.25799999237060545,0.25799999237060545,0.245,-0.11834243774414063,125,0.0,0.0
2022-09-29 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-30 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-03 00:00:00+01:00,0.245,0.23100000381469726,0.23100000381469726,0.245,-0.11834243774414063,66,0.0,0.0
2022-10-04 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-05 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-06 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-07 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-10 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-11 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-12 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-13 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-14 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-17 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-18 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-19 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-20 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-21 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-24 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-25 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-26 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-10-27 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834243774414063,0,0.0,0.0
2022-09-08 00:00:00+01:00,0.33,0.3004999923706055,0.3004999923706055,0.315,-0.15215456008911132,100,0.0,0.0
2022-09-09 00:00:00+01:00,0.3,0.27299999237060546,0.2500000953674316,0.23500000000000001,-0.11351212501525879,371,0.0,0.0
2022-09-12 00:00:00+01:00,0.2599999046325684,0.26,0.24399999618530274,0.24399999618530274,-0.1178593921661377,740,0.0,0.0
2022-09-13 00:00:00+01:00,0.25799999237060545,0.2584000015258789,0.2584000015258789,0.245,-0.11834244728088379,19,0.0,0.0
2022-09-14 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-15 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-16 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-20 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-21 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-22 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-23 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-26 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-27 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-28 00:00:00+01:00,0.26,0.25799999237060545,0.25799999237060545,0.245,-0.11834244728088379,125,0.0,0.0
2022-09-29 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-09-30 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-03 00:00:00+01:00,0.245,0.23100000381469726,0.23100000381469726,0.245,-0.11834244728088379,66,0.0,0.0
2022-10-04 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-05 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-06 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-07 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-10 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-11 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-12 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-13 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-14 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-17 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-18 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-19 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-20 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-21 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-24 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-25 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-26 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-27 00:00:00+01:00,0.245,0.245,0.245,0.245,-0.11834244728088379,0,0.0,0.0
2022-10-28 00:00:00+01:00,0.245,0.26,0.26,0.26,-0.12558789253234864,200,0.0,0.0
2022-10-31 00:00:00+00:00,0.26,0.26,0.26,0.26,-0.12558789253234864,0,0.0,0.0
2022-11-01 00:00:00+00:00,0.26,0.26,0.26,0.26,-0.12558789253234864,0,0.0,0.0
@@ -226,7 +226,7 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-11-23 00:00:00+00:00,0.255,0.22670000076293945,0.215,0.23,0.17169532775878907,1258,0.0,0.0
2022-11-24 00:00:00+00:00,0.225,0.225,0.225,0.225,0.16796281814575195,0,0.0,0.0
2022-11-25 00:00:00+00:00,0.225,0.225,0.225,0.225,0.16796281814575195,0,0.0,0.0
2022-11-28 00:00:00+00:00,0.225,0.24760000228881837,0.23450000762939455,0.24700000762939453,0.18438587188720704,912,0.0,0.0
2022-11-28 00:00:00+00:00,0.225,0.24760000228881837,0.23450000762939455,0.24700000762939453,0.18438585281372072,912,0.0,0.0
2022-11-29 00:00:00+00:00,0.24700000762939453,0.2670000076293945,0.24,0.26,0.1940903663635254,201,0.0,0.0
2022-11-30 00:00:00+00:00,0.26,0.26,0.26,0.26,0.1940903663635254,0,0.0,0.0
2022-12-01 00:00:00+00:00,0.26,0.26,0.26,0.26,0.1940903663635254,0,0.0,0.0
@@ -242,8 +242,8 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-12-15 00:00:00+00:00,0.27,0.27,0.27,0.27,0.20155538558959962,0,0.0,0.0
2022-12-16 00:00:00+00:00,0.27,0.27,0.27,0.27,0.20155538558959962,0,0.0,0.0
2022-12-19 00:00:00+00:00,0.27,0.27,0.27,0.27,0.20155538558959962,0,0.0,0.0
2022-12-20 00:00:00+00:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2022-12-21 00:00:00+00:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2022-12-20 00:00:00+00:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2022-12-21 00:00:00+00:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2022-12-22 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.21275291442871094,0,0.0,0.0
2022-12-23 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.21275291442871094,0,0.0,0.0
2022-12-28 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.21275291442871094,0,0.0,0.0
@@ -251,77 +251,77 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-12-30 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.21275291442871094,0,0.0,0.0
2023-01-03 00:00:00+00:00,0.28500000000000003,0.2720000076293945,0.2720000076293945,0.28500000000000003,0.21275291442871094,15,0.0,0.0
2023-01-04 00:00:00+00:00,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.28500000000000003,0.21275291442871094,0,0.0,0.0
2023-01-05 00:00:00+00:00,0.3,0.3,0.3,0.3,0.22395040512084963,0,0.0,0.0
2023-01-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-11 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-12 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-18 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-19 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-25 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-26 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-30 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-01-31 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-14 00:00:00+00:00,0.305,0.3139999961853027,0.3139999961853027,0.305,0.22768295288085938,127,0.0,0.0
2023-02-15 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-02-28 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768295288085938,127,0.0,0.0
2023-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-02 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768295288085938,5,0.0,0.0
2023-03-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-06 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768295288085938,4,0.0,0.0
2023-03-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-14 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-15 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768295288085938,25,0.0,0.0
2023-03-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-17 00:00:00+00:00,0.315,0.31,0.31,0.305,0.22768295288085938,15,0.0,0.0
2023-03-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-27 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-28 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-29 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-30 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-03-31 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-03 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-04 00:00:00+01:00,0.305,0.31,0.31,0.305,0.22768295288085938,4,0.0,0.0
2023-04-05 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-06 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-11 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-12 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-13 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-14 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768295288085938,0,0.0,0.0
2023-04-17 00:00:00+01:00,0.315,0.31,0.2929999923706055,0.305,0.22768295288085938,35,0.0,0.0
2023-01-05 00:00:00+00:00,0.3,0.3,0.3,0.3,0.22395042419433595,0,0.0,0.0
2023-01-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-11 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-12 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-18 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-19 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-25 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-26 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-30 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-01-31 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-02 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-06 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-14 00:00:00+00:00,0.305,0.3139999961853027,0.3139999961853027,0.305,0.22768293380737306,127,0.0,0.0
2023-02-15 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-17 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-27 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-02-28 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768293380737306,127,0.0,0.0
2023-03-01 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-02 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768293380737306,5,0.0,0.0
2023-03-03 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-06 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768293380737306,4,0.0,0.0
2023-03-07 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-08 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-09 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-10 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-13 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-14 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-15 00:00:00+00:00,0.305,0.2929999923706055,0.2929999923706055,0.305,0.22768293380737306,25,0.0,0.0
2023-03-16 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-17 00:00:00+00:00,0.315,0.31,0.31,0.305,0.22768293380737306,15,0.0,0.0
2023-03-20 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-21 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-22 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-23 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-24 00:00:00+00:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-27 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-28 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-29 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-30 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-03-31 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-03 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-04 00:00:00+01:00,0.305,0.31,0.31,0.305,0.22768293380737306,4,0.0,0.0
2023-04-05 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-06 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-11 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-12 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-13 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-14 00:00:00+01:00,0.305,0.305,0.305,0.305,0.22768293380737306,0,0.0,0.0
2023-04-17 00:00:00+01:00,0.315,0.31,0.2929999923706055,0.305,0.22768293380737306,35,0.0,0.0
2023-04-18 00:00:00+01:00,0.305,0.30950000762939456,0.30950000762939456,0.31,0.23141544342041015,24,0.0,0.0
2023-04-19 00:00:00+01:00,0.31,0.31,0.31,0.31,0.23141544342041015,0,0.0,0.0
2023-04-20 00:00:00+01:00,0.31,0.31,0.31,0.31,0.23141544342041015,0,0.0,0.0
@@ -343,12 +343,12 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2023-05-16 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2052878952026367,0,0.0,0.0
2023-05-17 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2052878952026367,0,0.0,0.0
2023-05-18 00:00:00+01:00,0.275,0.275,0.275,0.275,0.2052878952026367,0,0.0,0.0
2023-05-19 00:00:00+01:00,0.275,0.29649999618530276,0.29649999618530276,0.28,0.2090203857421875,33,0.0,0.0
2023-05-22 00:00:00+01:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2023-05-23 00:00:00+01:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2023-05-24 00:00:00+01:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2023-05-25 00:00:00+01:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2023-05-26 00:00:00+01:00,0.28,0.28,0.28,0.28,0.2090203857421875,0,0.0,0.0
2023-05-19 00:00:00+01:00,0.275,0.29649999618530276,0.29649999618530276,0.28,0.20902040481567383,33,0.0,0.0
2023-05-22 00:00:00+01:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2023-05-23 00:00:00+01:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2023-05-24 00:00:00+01:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2023-05-25 00:00:00+01:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2023-05-26 00:00:00+01:00,0.28,0.28,0.28,0.28,0.20902040481567383,0,0.0,0.0
2023-05-30 00:00:00+01:00,0.29,0.29,0.29,0.29,0.2164854049682617,0,0.0,0.0
2023-05-31 00:00:00+01:00,0.29,0.29,0.29,0.29,0.2164854049682617,0,0.0,0.0
2023-06-01 00:00:00+01:00,0.29,0.29,0.29,0.29,0.2164854049682617,0,0.0,0.0
@@ -662,4 +662,10 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2024-08-16 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0
2024-08-19 00:00:00+01:00,37.5,38.1,38.1,39.0,39.0,14,0.0,0.0
2024-08-20 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0
2024-08-21 00:00:00+01:00,39.0,39.0,39.0,39.0,39.0,0,0.0,0.0
2024-08-21 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-22 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-23 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-27 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-28 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-29 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
2024-08-30 00:00:00+01:00,0.39,0.39,0.39,0.39,0.39,0,0.0,0.0
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits
12 2022-01-18 00:00:00+00:00 0.275 0.275 0.275 0.275 0.01594000220298767 0 0.0 0.0
13 2022-01-19 00:00:00+00:00 0.275 0.275 0.275 0.275 0.01594000220298767 0 0.0 0.0
14 2022-01-20 00:00:00+00:00 0.275 0.27299999237060546 0.27299999237060546 0.275 0.01594000220298767 36 0.0 0.0
15 2022-01-21 00:00:00+00:00 0.275 0.29 0.29 0.28500000000000003 0.016519638299942015 0.016519639492034912 206 0.0 0.0
16 2022-01-24 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
17 2022-01-25 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
18 2022-01-26 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
19 2022-01-27 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
20 2022-01-28 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
21 2022-01-31 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
22 2022-02-01 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
23 2022-02-02 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
24 2022-02-03 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
25 2022-02-04 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
26 2022-02-07 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
27 2022-02-08 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
28 2022-02-09 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
29 2022-02-10 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.016519638299942015 0.016519639492034912 0 0.0 0.0
30 2022-02-11 00:00:00+00:00 0.29 0.29 0.29 0.29 0.01680945634841919 0.016809457540512086 0 0.0 0.0
31 2022-02-14 00:00:00+00:00 0.29 0.29 0.29 0.29 0.01680945634841919 0.016809457540512086 0 0.0 0.0
32 2022-02-15 00:00:00+00:00 0.29 0.29 0.29 0.29 0.01680945634841919 0.016809457540512086 0 0.0 0.0
33 2022-02-16 00:00:00+00:00 0.29 0.29 0.29 0.29 0.01680945634841919 0.016809457540512086 0 0.0 0.0
34 2022-02-17 00:00:00+00:00 0.29 0.29 0.29 0.29 0.01680945634841919 0.016809457540512086 0 0.0 0.0
35 2022-02-18 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
36 2022-02-21 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
37 2022-02-22 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
38 2022-02-23 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
39 2022-02-24 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
40 2022-02-25 00:00:00+00:00 0.295 0.295 0.295 0.295 0.017099275588989257 0.017099274396896364 0 0.0 0.0
41 2022-02-28 00:00:00+00:00 0.295 0.3 0.29 0.305 0.017678911685943603 0.01767891049385071 119 0.0 0.0
42 2022-03-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.017678911685943603 0.01767891049385071 0 0.0 0.0
43 2022-03-02 00:00:00+00:00 0.305 0.305 0.305 0.305 0.017678911685943603 0.01767891049385071 0 0.0 0.0
44 2022-03-03 00:00:00+00:00 0.305 0.32 0.32 0.315 0.018258548974990844 0.018258546590805055 100 0.0 0.0
45 2022-03-04 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
46 2022-03-07 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
47 2022-03-08 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
48 2022-03-09 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
49 2022-03-10 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
50 2022-03-11 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
51 2022-03-14 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
52 2022-03-15 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
53 2022-03-16 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
54 2022-03-17 00:00:00+00:00 0.315 0.3036000061035156 0.3036000061035156 0.315 0.018258548974990844 0.018258546590805055 9 0.0 0.0
55 2022-03-18 00:00:00+00:00 0.315 0.3036000061035156 0.3036000061035156 0.315 0.018258548974990844 0.018258546590805055 6 0.0 0.0
56 2022-03-21 00:00:00+00:00 0.315 0.315 0.315 0.315 0.018258548974990844 0.018258546590805055 0 0.0 0.0
57 2022-03-22 00:00:00+00:00 0.315 0.35000000000000003 0.35000000000000003 0.34 0.019707638025283813 142 0.0 0.0
58 2022-03-23 00:00:00+00:00 0.34 0.34 0.34 0.34 0.019707638025283813 0 0.0 0.0
59 2022-03-24 00:00:00+00:00 0.34 0.34 0.34 0.34 0.019707638025283813 0 0.0 0.0
60 2022-03-25 00:00:00+00:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
61 2022-03-28 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
62 2022-03-29 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
63 2022-03-30 00:00:00+01:00 0.355 0.3406999969482422 0.34 0.355 0.020577094554901122 0.020577092170715332 1000 0.0 0.0
64 2022-03-31 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
65 2022-04-01 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
66 2022-04-04 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
67 2022-04-05 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
68 2022-04-06 00:00:00+01:00 0.35000000000000003 0.34750000000000003 0.34750000000000003 0.355 0.020577094554901122 0.020577092170715332 2 0.0 0.0
69 2022-04-07 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
70 2022-04-08 00:00:00+01:00 0.355 0.37 0.37 0.355 0.020577094554901122 0.020577092170715332 6 0.0 0.0
71 2022-04-11 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
72 2022-04-12 00:00:00+01:00 0.35000000000000003 0.3679999923706055 0.3679999923706055 0.355 0.020577094554901122 0.020577092170715332 9 0.0 0.0
73 2022-04-13 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
74 2022-04-14 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
75 2022-04-19 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
76 2022-04-20 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
77 2022-04-21 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
78 2022-04-22 00:00:00+01:00 0.355 0.355 0.355 0.355 0.020577094554901122 0.020577092170715332 0 0.0 0.0
79 2022-04-25 00:00:00+01:00 0.355 0.39 0.36 0.38 0.02202618360519409 183 0.0 0.0
80 2022-04-26 00:00:00+01:00 0.38 0.38 0.38 0.38 0.02202618360519409 262 0.0 0.0
81 2022-04-27 00:00:00+01:00 0.38 0.38 0.38 0.38 0.02202618360519409 0 0.0 0.0
122 2022-06-28 00:00:00+01:00 0.375 0.375 0.375 0.375 -0.18113637924194337 0 0.0 0.0
123 2022-06-29 00:00:00+01:00 0.375 0.375 0.375 0.375 -0.18113637924194337 0 0.0 0.0
124 2022-06-30 00:00:00+01:00 0.375 0.375 0.375 0.375 -0.18113637924194337 0 0.0 0.0
125 2022-07-01 00:00:00+01:00 0.37 0.35000000000000003 0.35000000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 40 0.0 0.0
126 2022-07-04 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
127 2022-07-05 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
128 2022-07-06 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
129 2022-07-07 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
130 2022-07-08 00:00:00+01:00 0.35000000000000003 0.34900001525878904 0.34900001525878904 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 1 0.0 0.0
131 2022-07-11 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
132 2022-07-12 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
133 2022-07-13 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
134 2022-07-14 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
135 2022-07-15 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
136 2022-07-18 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
137 2022-07-19 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
138 2022-07-20 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
139 2022-07-21 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
140 2022-07-22 00:00:00+01:00 0.35000000000000003 0.34900001525878904 0.34900001525878904 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 142 0.0 0.0
141 2022-07-25 00:00:00+01:00 0.35000000000000003 0.35000000000000003 0.35000000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 115 0.0 0.0
142 2022-07-26 00:00:00+01:00 0.35000000000000003 0.32000011444091797 0.32000011444091797 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 35 0.0 0.0
143 2022-07-27 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
144 2022-07-28 00:00:00+01:00 0.35000000000000003 0.36450000762939455 0.36450000762939455 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 2 0.0 0.0
145 2022-07-29 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
146 2022-08-01 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
147 2022-08-02 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
148 2022-08-03 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
149 2022-08-04 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
150 2022-08-05 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
151 2022-08-08 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
152 2022-08-09 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
153 2022-08-10 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
154 2022-08-11 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
155 2022-08-12 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
156 2022-08-15 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
157 2022-08-16 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
158 2022-08-17 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
159 2022-08-18 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
160 2022-08-19 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
161 2022-08-22 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
162 2022-08-23 00:00:00+01:00 0.34500000000000003 0.32000011444091797 0.32 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 11 0.0 0.0
163 2022-08-24 00:00:00+01:00 0.34500000000000003 0.34500000000000003 0.34500000000000003 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 0 0.0 0.0
164 2022-08-25 00:00:00+01:00 0.34500000000000003 0.305 0.305 0.34500000000000003 -0.16664548873901366 -0.16664546966552735 206 0.0 0.0
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172 2022-09-07 00:00:00+01:00 0.34 0.34 0.34 0.34 -0.16423030853271484 0 0.0 0.0
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186 2022-09-28 00:00:00+01:00 0.26 0.25799999237060545 0.25799999237060545 0.245 -0.11834243774414063 -0.11834244728088379 125 0.0 0.0
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197 2022-10-13 00:00:00+01:00 0.245 0.245 0.245 0.245 -0.11834243774414063 -0.11834244728088379 0 0.0 0.0
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209 2022-10-31 00:00:00+00:00 0.26 0.26 0.26 0.26 -0.12558789253234864 0 0.0 0.0
210 2022-11-01 00:00:00+00:00 0.26 0.26 0.26 0.26 -0.12558789253234864 0 0.0 0.0
226 2022-11-23 00:00:00+00:00 0.255 0.22670000076293945 0.215 0.23 0.17169532775878907 1258 0.0 0.0
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229 2022-11-28 00:00:00+00:00 0.225 0.24760000228881837 0.23450000762939455 0.24700000762939453 0.18438587188720704 0.18438585281372072 912 0.0 0.0
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232 2022-12-01 00:00:00+00:00 0.26 0.26 0.26 0.26 0.1940903663635254 0 0.0 0.0
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246 2022-12-21 00:00:00+00:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
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252 2023-01-03 00:00:00+00:00 0.28500000000000003 0.2720000076293945 0.2720000076293945 0.28500000000000003 0.21275291442871094 15 0.0 0.0
253 2023-01-04 00:00:00+00:00 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.28500000000000003 0.21275291442871094 0 0.0 0.0
254 2023-01-05 00:00:00+00:00 0.3 0.3 0.3 0.3 0.22395040512084963 0.22395042419433595 0 0.0 0.0
255 2023-01-06 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
256 2023-01-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
257 2023-01-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
258 2023-01-11 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
259 2023-01-12 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
260 2023-01-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
261 2023-01-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
262 2023-01-17 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
263 2023-01-18 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
264 2023-01-19 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
265 2023-01-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
266 2023-01-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
267 2023-01-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
268 2023-01-25 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
269 2023-01-26 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
270 2023-01-27 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
271 2023-01-30 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
272 2023-01-31 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
273 2023-02-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
274 2023-02-02 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
275 2023-02-03 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
276 2023-02-06 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
277 2023-02-07 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
278 2023-02-08 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
279 2023-02-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
280 2023-02-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
281 2023-02-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
282 2023-02-14 00:00:00+00:00 0.305 0.3139999961853027 0.3139999961853027 0.305 0.22768295288085938 0.22768293380737306 127 0.0 0.0
283 2023-02-15 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
284 2023-02-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
285 2023-02-17 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
286 2023-02-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
287 2023-02-21 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
288 2023-02-22 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
289 2023-02-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
290 2023-02-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
291 2023-02-27 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
292 2023-02-28 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.22768295288085938 0.22768293380737306 127 0.0 0.0
293 2023-03-01 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
294 2023-03-02 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.22768295288085938 0.22768293380737306 5 0.0 0.0
295 2023-03-03 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
296 2023-03-06 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.22768295288085938 0.22768293380737306 4 0.0 0.0
297 2023-03-07 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
298 2023-03-08 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
299 2023-03-09 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
300 2023-03-10 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
301 2023-03-13 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
302 2023-03-14 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
303 2023-03-15 00:00:00+00:00 0.305 0.2929999923706055 0.2929999923706055 0.305 0.22768295288085938 0.22768293380737306 25 0.0 0.0
304 2023-03-16 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
305 2023-03-17 00:00:00+00:00 0.315 0.31 0.31 0.305 0.22768295288085938 0.22768293380737306 15 0.0 0.0
306 2023-03-20 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
307 2023-03-21 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
308 2023-03-22 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
309 2023-03-23 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
310 2023-03-24 00:00:00+00:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
311 2023-03-27 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
312 2023-03-28 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
313 2023-03-29 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
314 2023-03-30 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
315 2023-03-31 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
316 2023-04-03 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
317 2023-04-04 00:00:00+01:00 0.305 0.31 0.31 0.305 0.22768295288085938 0.22768293380737306 4 0.0 0.0
318 2023-04-05 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
319 2023-04-06 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
320 2023-04-11 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
321 2023-04-12 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
322 2023-04-13 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
323 2023-04-14 00:00:00+01:00 0.305 0.305 0.305 0.305 0.22768295288085938 0.22768293380737306 0 0.0 0.0
324 2023-04-17 00:00:00+01:00 0.315 0.31 0.2929999923706055 0.305 0.22768295288085938 0.22768293380737306 35 0.0 0.0
325 2023-04-18 00:00:00+01:00 0.305 0.30950000762939456 0.30950000762939456 0.31 0.23141544342041015 24 0.0 0.0
326 2023-04-19 00:00:00+01:00 0.31 0.31 0.31 0.31 0.23141544342041015 0 0.0 0.0
327 2023-04-20 00:00:00+01:00 0.31 0.31 0.31 0.31 0.23141544342041015 0 0.0 0.0
343 2023-05-16 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2052878952026367 0 0.0 0.0
344 2023-05-17 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2052878952026367 0 0.0 0.0
345 2023-05-18 00:00:00+01:00 0.275 0.275 0.275 0.275 0.2052878952026367 0 0.0 0.0
346 2023-05-19 00:00:00+01:00 0.275 0.29649999618530276 0.29649999618530276 0.28 0.2090203857421875 0.20902040481567383 33 0.0 0.0
347 2023-05-22 00:00:00+01:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
348 2023-05-23 00:00:00+01:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
349 2023-05-24 00:00:00+01:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
350 2023-05-25 00:00:00+01:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
351 2023-05-26 00:00:00+01:00 0.28 0.28 0.28 0.28 0.2090203857421875 0.20902040481567383 0 0.0 0.0
352 2023-05-30 00:00:00+01:00 0.29 0.29 0.29 0.29 0.2164854049682617 0 0.0 0.0
353 2023-05-31 00:00:00+01:00 0.29 0.29 0.29 0.29 0.2164854049682617 0 0.0 0.0
354 2023-06-01 00:00:00+01:00 0.29 0.29 0.29 0.29 0.2164854049682617 0 0.0 0.0
662 2024-08-16 00:00:00+01:00 39.0 39.0 39.0 39.0 39.0 0 0.0 0.0
663 2024-08-19 00:00:00+01:00 37.5 38.1 38.1 39.0 39.0 14 0.0 0.0
664 2024-08-20 00:00:00+01:00 39.0 39.0 39.0 39.0 39.0 0 0.0 0.0
665 2024-08-21 00:00:00+01:00 39.0 0.39 39.0 0.39 39.0 0.39 39.0 0.39 39.0 0.39 0 0.0 0.0
666 2024-08-22 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0
667 2024-08-23 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0
668 2024-08-27 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0
669 2024-08-28 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0
670 2024-08-29 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0
671 2024-08-30 00:00:00+01:00 0.39 0.39 0.39 0.39 0.39 0 0.0 0.0

View File

@@ -1,663 +0,0 @@
Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-01-03 00:00:00-05:00,82.0,83.0999984741211,81.93000030517578,82.7699966430664,69.97517395019531,31600,0.0,0.0
2022-01-04 00:00:00-05:00,83.11000061035156,83.93000030517578,83.11000061035156,83.58000183105469,70.65996551513672,53300,0.0,0.0
2022-01-05 00:00:00-05:00,83.93000030517578,84.66999816894531,83.16999816894531,83.80000305175781,70.84595489501953,39600,0.0,0.0
2022-01-06 00:00:00-05:00,83.75,83.75,82.77999877929688,83.38999938964844,70.49932861328125,25400,0.0,0.0
2022-01-07 00:00:00-05:00,83.36000061035156,83.87999725341797,83.16000366210938,83.5199966430664,70.60923767089844,19700,0.0,0.0
2022-01-10 00:00:00-05:00,82.98999786376953,84.05999755859375,82.87000274658203,83.25,70.38097381591797,30300,0.0,0.0
2022-01-11 00:00:00-05:00,83.41999816894531,83.58000183105469,81.9000015258789,82.55000305175781,69.78919219970703,25300,0.0,0.0
2022-01-12 00:00:00-05:00,82.41999816894531,84.2699966430664,81.95999908447266,83.6500015258789,70.71914672851562,41300,0.0,0.0
2022-01-13 00:00:00-05:00,83.4800033569336,86.26000213623047,83.44000244140625,85.31999969482422,72.13098907470703,82200,0.0,0.0
2022-01-14 00:00:00-05:00,85.31999969482422,87.70999908447266,84.48999786376953,87.55000305175781,74.01627349853516,59100,0.0,0.0
2022-01-18 00:00:00-05:00,87.73999786376953,89.05000305175781,87.02999877929688,87.05999755859375,73.60200500488281,37000,0.0,0.0
2022-01-19 00:00:00-05:00,87.25,87.25,84.55000305175781,84.7300033569336,71.63219451904297,24500,0.0,0.0
2022-01-20 00:00:00-05:00,85.2699966430664,85.76000213623047,82.5,82.72000122070312,69.93290710449219,18300,0.0,0.0
2022-01-21 00:00:00-05:00,82.06999969482422,84.12000274658203,82.06999969482422,82.62000274658203,69.84835815429688,23000,0.0,0.0
2022-01-24 00:00:00-05:00,82.48999786376953,83.9000015258789,82.0,83.52999877929688,70.61769104003906,40000,0.0,0.0
2022-01-25 00:00:00-05:00,83.11000061035156,83.8499984741211,81.87999725341797,83.36000061035156,70.47396850585938,31200,0.0,0.0
2022-01-26 00:00:00-05:00,84.11000061035156,84.47000122070312,81.44999694824219,82.0199966430664,69.34111022949219,34500,0.0,0.0
2022-01-27 00:00:00-05:00,82.0199966430664,82.9800033569336,80.72000122070312,81.5199966430664,68.91839599609375,21500,0.0,0.0
2022-01-28 00:00:00-05:00,81.52999877929688,82.20999908447266,80.25,82.08999633789062,69.4002914428711,25600,0.0,0.0
2022-01-31 00:00:00-05:00,82.0,82.79000091552734,81.08000183105469,82.25,69.53555297851562,40700,0.0,0.0
2022-02-01 00:00:00-05:00,82.30999755859375,83.13999938964844,81.51000213623047,82.70999908447266,69.92445373535156,28400,0.0,0.0
2022-02-02 00:00:00-05:00,82.79000091552734,83.72000122070312,81.8499984741211,82.4000015258789,69.6623764038086,30700,0.0,0.0
2022-02-03 00:00:00-05:00,82.52999877929688,82.97000122070312,82.0,82.02999877929688,69.34957122802734,25400,0.0,0.0
2022-02-04 00:00:00-05:00,82.12000274658203,82.44999694824219,80.7699966430664,81.8499984741211,69.1973876953125,21700,0.0,0.0
2022-02-07 00:00:00-05:00,82.0,82.69000244140625,81.5,81.87999725341797,69.2227554321289,27400,0.0,0.0
2022-02-08 00:00:00-05:00,82.20999908447266,82.88999938964844,82.05000305175781,82.7699966430664,69.97517395019531,47500,0.0,0.0
2022-02-09 00:00:00-05:00,82.76000213623047,82.83000183105469,81.30000305175781,81.37999725341797,68.80004119873047,25700,0.0,0.0
2022-02-10 00:00:00-05:00,80.91000366210938,82.23999786376953,80.8499984741211,81.29000091552734,68.72396087646484,51900,0.0,0.0
2022-02-11 00:00:00-05:00,81.55000305175781,82.9800033569336,81.55000305175781,82.73999786376953,69.94981384277344,34900,0.0,0.0
2022-02-14 00:00:00-05:00,82.30999755859375,82.98999786376953,81.44999694824219,82.2300033569336,69.51864624023438,65800,0.0,0.0
2022-02-15 00:00:00-05:00,82.01000213623047,83.05999755859375,81.93000030517578,82.01000213623047,69.33265686035156,53300,0.0,0.0
2022-02-16 00:00:00-05:00,82.01000213623047,83.44999694824219,81.48999786376953,83.19000244140625,70.33025360107422,43700,0.0,0.0
2022-02-17 00:00:00-05:00,83.19000244140625,83.19000244140625,81.48999786376953,82.12000274658203,69.42565155029297,42700,0.0,0.0
2022-02-18 00:00:00-05:00,82.04000091552734,82.47000122070312,78.8499984741211,79.16000366210938,66.92322540283203,84800,0.0,0.0
2022-02-22 00:00:00-05:00,79.51000213623047,79.51000213623047,77.16999816894531,77.29000091552734,65.34229278564453,96100,0.0,0.0
2022-02-23 00:00:00-05:00,77.94000244140625,78.8499984741211,77.30000305175781,77.41999816894531,65.45219421386719,95300,0.0,0.0
2022-02-24 00:00:00-05:00,76.83999633789062,80.94000244140625,76.4000015258789,80.3499984741211,67.92926788330078,137100,0.0,0.0
2022-02-25 00:00:00-05:00,80.94999694824219,84.44999694824219,80.6500015258789,83.5,70.59233093261719,206800,0.0,0.0
2022-02-28 00:00:00-05:00,76.4800033569336,80.38999938964844,76.4800033569336,79.5,71.03911590576172,144300,4.5,0.0
2022-03-01 00:00:00-05:00,79.58000183105469,80.0,78.06999969482422,79.41999816894531,70.9676284790039,63900,0.0,0.0
2022-03-02 00:00:00-05:00,79.38999938964844,79.41999816894531,76.91999816894531,78.97000122070312,70.56552124023438,81100,0.0,0.0
2022-03-03 00:00:00-05:00,79.27999877929688,81.12999725341797,78.72000122070312,81.0999984741211,72.46882629394531,82300,0.0,0.0
2022-03-04 00:00:00-05:00,80.30999755859375,81.48999786376953,79.83999633789062,81.3499984741211,72.69222259521484,34500,0.0,0.0
2022-03-07 00:00:00-05:00,81.3499984741211,82.0,80.43000030517578,81.0999984741211,72.46882629394531,65400,0.0,0.0
2022-03-08 00:00:00-05:00,81.37000274658203,81.5199966430664,79.02999877929688,79.05000305175781,70.63700866699219,73000,0.0,0.0
2022-03-09 00:00:00-05:00,79.86000061035156,80.12999725341797,78.30999755859375,78.70999908447266,70.33319091796875,33700,0.0,0.0
2022-03-10 00:00:00-05:00,78.08999633789062,79.62999725341797,78.08999633789062,79.51000213623047,71.04804992675781,34700,0.0,0.0
2022-03-11 00:00:00-05:00,80.02999877929688,80.30999755859375,79.41000366210938,79.62999725341797,71.15528106689453,40000,0.0,0.0
2022-03-14 00:00:00-04:00,80.26000213623047,80.48999786376953,79.43000030517578,80.04000091552734,71.52164459228516,47100,0.0,0.0
2022-03-15 00:00:00-04:00,80.2300033569336,80.51000213623047,78.51000213623047,79.62000274658203,71.14634704589844,59900,0.0,0.0
2022-03-16 00:00:00-04:00,79.76000213623047,80.48999786376953,77.13999938964844,77.63999938964844,69.37706756591797,74000,0.0,0.0
2022-03-17 00:00:00-04:00,77.22000122070312,79.83999633789062,77.22000122070312,79.2699966430664,70.83358764648438,72300,0.0,0.0
2022-03-18 00:00:00-04:00,79.43000030517578,79.83000183105469,77.06999969482422,77.08000183105469,68.87667083740234,146700,0.0,0.0
2022-03-21 00:00:00-04:00,77.01000213623047,78.4000015258789,77.01000213623047,77.80999755859375,69.52896881103516,49100,0.0,0.0
2022-03-22 00:00:00-04:00,77.9800033569336,78.36000061035156,77.26000213623047,77.93000030517578,69.63619995117188,38400,0.0,0.0
2022-03-23 00:00:00-04:00,77.58000183105469,77.75,77.13999938964844,77.66000366210938,69.39494323730469,27100,0.0,0.0
2022-03-24 00:00:00-04:00,77.2699966430664,79.63999938964844,77.08999633789062,79.5999984741211,71.12847137451172,43500,0.0,0.0
2022-03-25 00:00:00-04:00,79.08999633789062,80.0,78.51000213623047,79.2699966430664,70.83358764648438,39900,0.0,0.0
2022-03-28 00:00:00-04:00,78.80999755859375,79.5,76.4000015258789,77.19999694824219,68.98389434814453,46100,0.0,0.0
2022-03-29 00:00:00-04:00,76.95999908447266,78.73999786376953,76.95999908447266,78.58999633789062,70.22595977783203,59400,0.0,0.0
2022-03-30 00:00:00-04:00,78.30000305175781,79.38999938964844,77.83999633789062,78.16000366210938,69.84173583984375,40100,0.0,0.0
2022-03-31 00:00:00-04:00,77.79000091552734,78.13999938964844,76.80000305175781,76.94999694824219,68.760498046875,35000,0.0,0.0
2022-04-01 00:00:00-04:00,77.38999938964844,78.29000091552734,76.94999694824219,78.19999694824219,69.87747192382812,43400,0.0,0.0
2022-04-04 00:00:00-04:00,77.75,78.31999969482422,76.76000213623047,78.31999969482422,69.98470306396484,36400,0.0,0.0
2022-04-05 00:00:00-04:00,77.86000061035156,79.05999755859375,77.86000061035156,78.31999969482422,69.98470306396484,44300,0.0,0.0
2022-04-06 00:00:00-04:00,78.0199966430664,78.76000213623047,77.1500015258789,77.37000274658203,69.13580322265625,46300,0.0,0.0
2022-04-07 00:00:00-04:00,77.16999816894531,79.02999877929688,76.79000091552734,78.91000366210938,70.51190948486328,41100,0.0,0.0
2022-04-08 00:00:00-04:00,79.11000061035156,79.19000244140625,77.16999816894531,77.3499984741211,69.11793518066406,39300,0.0,0.0
2022-04-11 00:00:00-04:00,77.51000213623047,77.8499984741211,76.0,76.47000122070312,68.33158874511719,51200,0.0,0.0
2022-04-12 00:00:00-04:00,76.9000015258789,77.70999908447266,76.56999969482422,77.0199966430664,68.82305145263672,44500,0.0,0.0
2022-04-13 00:00:00-04:00,76.87000274658203,77.9000015258789,76.72000122070312,77.63999938964844,69.37706756591797,33500,0.0,0.0
2022-04-14 00:00:00-04:00,78.13999938964844,78.4800033569336,77.11000061035156,77.5,69.25196838378906,33300,0.0,0.0
2022-04-18 00:00:00-04:00,77.26000213623047,78.4000015258789,77.1500015258789,77.58000183105469,69.32345581054688,24900,0.0,0.0
2022-04-19 00:00:00-04:00,77.66000366210938,78.45999908447266,77.29000091552734,77.33999633789062,69.10899353027344,24600,0.0,0.0
2022-04-20 00:00:00-04:00,77.69999694824219,78.98999786376953,77.63999938964844,78.4800033569336,70.12767791748047,34900,0.0,0.0
2022-04-21 00:00:00-04:00,79.25,79.30999755859375,78.0,78.0999984741211,69.7881088256836,27700,0.0,0.0
2022-04-22 00:00:00-04:00,78.26000213623047,78.73999786376953,76.58000183105469,76.58999633789062,68.43881225585938,22100,0.0,0.0
2022-04-25 00:00:00-04:00,76.41000366210938,77.48999786376953,74.83999633789062,76.93000030517578,68.74263000488281,66900,0.0,0.0
2022-04-26 00:00:00-04:00,76.62000274658203,77.23999786376953,75.7699966430664,75.77999877929688,67.71501922607422,29000,0.0,0.0
2022-04-27 00:00:00-04:00,76.19000244140625,76.4800033569336,73.80999755859375,74.0199966430664,66.14232635498047,38000,0.0,0.0
2022-04-28 00:00:00-04:00,74.7699966430664,74.79000091552734,73.41999816894531,74.02999877929688,66.1512680053711,28900,0.0,0.0
2022-04-29 00:00:00-04:00,73.37000274658203,74.18000030517578,71.11000061035156,71.12999725341797,63.559898376464844,36900,0.0,0.0
2022-05-02 00:00:00-04:00,70.5999984741211,72.61000061035156,70.5999984741211,72.13999938964844,64.46240997314453,44000,0.0,0.0
2022-05-03 00:00:00-04:00,72.23999786376953,73.58000183105469,71.45999908447266,73.08999633789062,65.3113021850586,41900,0.0,0.0
2022-05-04 00:00:00-04:00,73.33999633789062,74.6500015258789,73.33000183105469,74.5999984741211,66.66060638427734,29200,0.0,0.0
2022-05-05 00:00:00-04:00,74.08000183105469,74.26000213623047,72.7699966430664,73.48999786376953,65.66873168945312,38300,0.0,0.0
2022-05-06 00:00:00-04:00,73.12999725341797,73.45999908447266,72.06999969482422,72.9000015258789,65.14153289794922,42600,0.0,0.0
2022-05-09 00:00:00-04:00,72.47000122070312,73.25,71.80000305175781,72.83000183105469,65.0789794921875,33700,0.0,0.0
2022-05-10 00:00:00-04:00,73.36000061035156,73.9000015258789,70.94999694824219,71.31999969482422,63.729679107666016,30300,0.0,0.0
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2022-05-20 00:00:00-04:00,69.86000061035156,69.86000061035156,65.54000091552734,66.11000061035156,59.07416534423828,161100,0.0,0.0
2022-05-23 00:00:00-04:00,66.52999877929688,68.88999938964844,66.19000244140625,68.33000183105469,61.057899475097656,38100,0.0,0.0
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2022-07-11 00:00:00-04:00,65.55000305175781,66.13999938964844,65.02999877929688,65.66999816894531,58.68098831176758,19600,0.0,0.0
2022-07-12 00:00:00-04:00,65.81999969482422,67.05000305175781,65.62999725341797,65.87999725341797,58.86863708496094,26100,0.0,0.0
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2022-07-15 00:00:00-04:00,66.06999969482422,67.9000015258789,65.79000091552734,66.77999877929688,59.672855377197266,32200,0.0,0.0
2022-07-18 00:00:00-04:00,66.79000091552734,67.63999938964844,65.88999938964844,65.98999786376953,58.96693420410156,19200,0.0,0.0
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2022-07-22 00:00:00-04:00,68.41999816894531,70.1500015258789,68.41999816894531,69.16999816894531,61.80849838256836,21200,0.0,0.0
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2022-07-27 00:00:00-04:00,69.06999969482422,69.61000061035156,68.37999725341797,69.16999816894531,61.80849838256836,18200,0.0,0.0
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2022-10-27 00:00:00-04:00,69.2300033569336,70.68000030517578,69.13999938964844,69.5199966430664,62.12124252319336,16900,0.0,0.0
2022-10-28 00:00:00-04:00,69.9800033569336,71.0999984741211,69.9800033569336,70.33000183105469,62.84504699707031,24200,0.0,0.0
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2022-11-01 00:00:00-04:00,70.70999908447266,71.3499984741211,70.0,70.48999786376953,62.988014221191406,11800,0.0,0.0
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2022-11-03 00:00:00-04:00,68.48999786376953,69.4000015258789,67.33999633789062,68.56999969482422,61.27235412597656,17000,0.0,0.0
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2022-11-10 00:00:00-05:00,69.56999969482422,70.95999908447266,69.12999725341797,70.77999877929688,63.247154235839844,14200,0.0,0.0
2022-11-11 00:00:00-05:00,71.22000122070312,71.22000122070312,69.23999786376953,69.41000366210938,62.0229606628418,15200,0.0,0.0
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2022-11-15 00:00:00-05:00,68.3499984741211,69.51000213623047,68.02999877929688,68.36000061035156,61.08470153808594,23500,0.0,0.0
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2022-11-17 00:00:00-05:00,67.48999786376953,68.16000366210938,67.11000061035156,68.0999984741211,60.85237503051758,16500,0.0,0.0
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2022-11-21 00:00:00-05:00,68.5199966430664,70.23999786376953,68.5199966430664,70.05000305175781,62.594844818115234,13700,0.0,0.0
2022-11-22 00:00:00-05:00,70.41999816894531,70.9800033569336,69.9000015258789,70.69999694824219,63.175662994384766,28800,0.0,0.0
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2022-11-28 00:00:00-05:00,69.98999786376953,69.98999786376953,68.94000244140625,69.37000274658203,61.98721694946289,21400,0.0,0.0
2022-11-29 00:00:00-05:00,68.94999694824219,69.2699966430664,67.66000366210938,67.7300033569336,60.52175521850586,17300,0.0,0.0
2022-11-30 00:00:00-05:00,67.54000091552734,69.19000244140625,66.58000183105469,69.12000274658203,61.76382064819336,23300,0.0,0.0
2022-12-01 00:00:00-05:00,68.8499984741211,69.47000122070312,68.19000244140625,69.4000015258789,62.01401901245117,22600,0.0,0.0
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2022-12-05 00:00:00-05:00,70.02999877929688,70.3499984741211,69.87000274658203,70.31999969482422,62.83610534667969,19700,0.0,0.0
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2022-12-07 00:00:00-05:00,70.37999725341797,70.37999725341797,68.37000274658203,68.5999984741211,61.29916000366211,19300,0.0,0.0
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2022-12-12 00:00:00-05:00,69.26000213623047,69.5199966430664,68.45999908447266,69.30999755859375,61.93360137939453,27200,0.0,0.0
2022-12-13 00:00:00-05:00,69.94000244140625,71.01000213623047,68.51000213623047,69.05000305175781,61.701271057128906,79000,0.0,0.0
2022-12-14 00:00:00-05:00,68.94000244140625,70.47000122070312,68.94000244140625,69.79000091552734,62.362518310546875,23400,0.0,0.0
2022-12-15 00:00:00-05:00,69.56999969482422,69.56999969482422,67.55000305175781,68.25,60.986412048339844,21000,0.0,0.0
2022-12-16 00:00:00-05:00,67.52999877929688,67.69999694824219,66.18000030517578,66.9000015258789,59.780086517333984,89400,0.0,0.0
2022-12-19 00:00:00-05:00,67.02999877929688,68.48999786376953,66.55000305175781,67.2300033569336,60.07497024536133,29300,0.0,0.0
2022-12-20 00:00:00-05:00,66.9000015258789,68.2300033569336,66.33000183105469,67.23999786376953,60.08389663696289,45100,0.0,0.0
2022-12-21 00:00:00-05:00,67.52999877929688,69.37999725341797,67.08999633789062,68.68000030517578,61.37064743041992,25000,0.0,0.0
2022-12-22 00:00:00-05:00,68.69000244140625,68.79000091552734,67.37000274658203,68.44999694824219,61.165122985839844,17500,0.0,0.0
2022-12-23 00:00:00-05:00,68.04000091552734,69.23999786376953,68.04000091552734,69.11000061035156,61.7548828125,9500,0.0,0.0
2022-12-27 00:00:00-05:00,68.9000015258789,69.20999908447266,68.12999725341797,68.12999725341797,60.879180908203125,10200,0.0,0.0
2022-12-28 00:00:00-05:00,68.2300033569336,68.25,67.2300033569336,67.2300033569336,60.07497024536133,15700,0.0,0.0
2022-12-29 00:00:00-05:00,68.73999786376953,69.06999969482422,67.87000274658203,68.61000061035156,61.30809783935547,20200,0.0,0.0
2022-12-30 00:00:00-05:00,68.02999877929688,68.73999786376953,67.4800033569336,68.45999908447266,61.1740608215332,33800,0.0,0.0
2023-01-03 00:00:00-05:00,68.87000274658203,69.30000305175781,67.86000061035156,69.0999984741211,61.745948791503906,28000,0.0,0.0
2023-01-04 00:00:00-05:00,69.69000244140625,70.26000213623047,68.16000366210938,68.8499984741211,61.522552490234375,22300,0.0,0.0
2023-01-05 00:00:00-05:00,68.79000091552734,69.25,67.9000015258789,69.08000183105469,61.72807693481445,22600,0.0,0.0
2023-01-06 00:00:00-05:00,69.69000244140625,71.27999877929688,69.69000244140625,70.68000030517578,63.15779113769531,14500,0.0,0.0
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2023-01-10 00:00:00-05:00,69.08999633789062,71.26000213623047,69.08999633789062,71.05000305175781,63.48841857910156,16600,0.0,0.0
2023-01-11 00:00:00-05:00,71.31999969482422,71.31999969482422,70.69000244140625,71.31999969482422,63.729679107666016,10200,0.0,0.0
2023-01-12 00:00:00-05:00,71.51000213623047,72.08000183105469,69.9800033569336,71.19999694824219,63.6224479675293,27400,0.0,0.0
2023-01-13 00:00:00-05:00,70.54000091552734,72.05000305175781,70.54000091552734,71.8499984741211,64.20327758789062,10400,0.0,0.0
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2023-01-30 00:00:00-05:00,72.88999938964844,74.5999984741211,72.88999938964844,74.1500015258789,66.25849914550781,20200,0.0,0.0
2023-01-31 00:00:00-05:00,74.19999694824219,76.9000015258789,74.19999694824219,76.61000061035156,68.4566879272461,29100,0.0,0.0
2023-02-01 00:00:00-05:00,76.12999725341797,76.58000183105469,75.12999725341797,75.29000091552734,67.27716827392578,37700,0.0,0.0
2023-02-02 00:00:00-05:00,75.87999725341797,76.8499984741211,75.2699966430664,76.58999633789062,68.43881225585938,23400,0.0,0.0
2023-02-03 00:00:00-05:00,75.91000366210938,77.12000274658203,75.36000061035156,76.0999984741211,68.00096130371094,32400,0.0,0.0
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2023-02-10 00:00:00-05:00,72.58999633789062,73.63999938964844,72.58999633789062,73.44000244140625,65.62405395507812,11400,0.0,0.0
2023-02-13 00:00:00-05:00,73.38999938964844,74.63999938964844,73.37999725341797,74.05000305175781,66.16913604736328,12500,0.0,0.0
2023-02-14 00:00:00-05:00,74.44000244140625,74.44000244140625,73.2699966430664,74.04000091552734,66.16020202636719,21700,0.0,0.0
2023-02-15 00:00:00-05:00,73.56999969482422,75.41000366210938,72.41999816894531,75.4000015258789,67.3754653930664,33600,0.0,0.0
2023-02-16 00:00:00-05:00,74.05000305175781,75.33000183105469,74.05000305175781,75.08000183105469,67.08952331542969,25300,0.0,0.0
2023-02-17 00:00:00-05:00,75.31999969482422,77.05000305175781,75.31999969482422,76.68000030517578,68.51924133300781,31500,0.0,0.0
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2023-02-22 00:00:00-05:00,76.88999938964844,77.5,76.4000015258789,76.55999755859375,68.4120101928711,50500,0.0,0.0
2023-02-23 00:00:00-05:00,76.7699966430664,81.5,76.62000274658203,79.95999908447266,71.45015716552734,127000,0.0,0.0
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2023-02-28 00:00:00-05:00,70.5,71.87999725341797,68.62999725341797,68.62999725341797,64.74674224853516,170700,4.0,0.0
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2023-03-06 00:00:00-05:00,72.83000183105469,73.33000183105469,72.19999694824219,73.12000274658203,68.98269653320312,72600,0.0,0.0
2023-03-07 00:00:00-05:00,73.44999694824219,74.56999969482422,72.87999725341797,73.11000061035156,68.97325897216797,43600,0.0,0.0
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2023-03-10 00:00:00-05:00,73.66000366210938,74.62999725341797,73.16000366210938,73.69000244140625,69.52043914794922,51900,0.0,0.0
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2023-03-14 00:00:00-04:00,74.51000213623047,75.76000213623047,74.29000091552734,75.62000274658203,71.34123992919922,58900,0.0,0.0
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2023-03-16 00:00:00-04:00,73.97000122070312,75.38999938964844,73.27999877929688,74.91000366210938,70.6714096069336,34900,0.0,0.0
2023-03-17 00:00:00-04:00,74.47000122070312,75.0,73.2300033569336,74.52999877929688,70.31291198730469,162800,0.0,0.0
2023-03-20 00:00:00-04:00,74.37999725341797,74.9000015258789,72.37000274658203,72.66000366210938,68.54872131347656,37600,0.0,0.0
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2023-03-22 00:00:00-04:00,73.80999755859375,73.93000030517578,71.33999633789062,71.58000183105469,67.52983093261719,70000,0.0,0.0
2023-03-23 00:00:00-04:00,71.81999969482422,71.94000244140625,70.08999633789062,70.23999786376953,66.2656478881836,37500,0.0,0.0
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2023-03-27 00:00:00-04:00,71.12000274658203,71.5199966430664,70.69999694824219,71.0999984741211,67.07698822021484,15300,0.0,0.0
2023-03-28 00:00:00-04:00,70.9000015258789,71.51000213623047,69.51000213623047,70.26000213623047,66.28451538085938,41500,0.0,0.0
2023-03-29 00:00:00-04:00,70.36000061035156,70.75,69.73999786376953,70.36000061035156,66.37886047363281,31200,0.0,0.0
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2023-03-31 00:00:00-04:00,70.62999725341797,72.08999633789062,70.16999816894531,72.08999633789062,68.01097106933594,67500,0.0,0.0
2023-04-03 00:00:00-04:00,72.16999816894531,72.94999694824219,71.58999633789062,72.94999694824219,68.82230377197266,44700,0.0,0.0
2023-04-04 00:00:00-04:00,73.33999633789062,73.73999786376953,71.76000213623047,72.06999969482422,67.99210357666016,24700,0.0,0.0
2023-04-05 00:00:00-04:00,72.0199966430664,72.0199966430664,70.48999786376953,70.66000366210938,66.6618881225586,44900,0.0,0.0
2023-04-06 00:00:00-04:00,70.13999938964844,70.43000030517578,69.80000305175781,70.19000244140625,66.2184829711914,27300,0.0,0.0
2023-04-10 00:00:00-04:00,70.2300033569336,71.27999877929688,70.1500015258789,70.91000366210938,66.89774322509766,56600,0.0,0.0
2023-04-11 00:00:00-04:00,71.20999908447266,71.5999984741211,70.75,70.75,66.74678802490234,32800,0.0,0.0
2023-04-12 00:00:00-04:00,71.0,71.48999786376953,70.37000274658203,71.11000061035156,67.08642578125,28100,0.0,0.0
2023-04-13 00:00:00-04:00,71.0199966430664,71.56999969482422,70.44999694824219,70.93000030517578,66.91661071777344,32800,0.0,0.0
2023-04-14 00:00:00-04:00,70.87999725341797,71.26000213623047,70.4000015258789,71.20999908447266,67.1807632446289,29700,0.0,0.0
2023-04-17 00:00:00-04:00,71.30000305175781,71.83999633789062,71.02999877929688,71.5199966430664,67.47322082519531,21600,0.0,0.0
2023-04-18 00:00:00-04:00,71.61000061035156,71.6500015258789,70.55000305175781,70.97000122070312,66.954345703125,27900,0.0,0.0
2023-04-19 00:00:00-04:00,70.98999786376953,71.33000183105469,70.66999816894531,71.05999755859375,67.03924560546875,17000,0.0,0.0
2023-04-20 00:00:00-04:00,70.87999725341797,71.4000015258789,70.83000183105469,71.36000061035156,67.32227325439453,17300,0.0,0.0
2023-04-21 00:00:00-04:00,71.69999694824219,71.75,70.73999786376953,70.79000091552734,66.78453063964844,12600,0.0,0.0
2023-04-24 00:00:00-04:00,71.0,71.31999969482422,70.55999755859375,70.62999725341797,66.63357543945312,25300,0.0,0.0
2023-04-25 00:00:00-04:00,70.58000183105469,70.79000091552734,69.2699966430664,69.37000274658203,65.44487762451172,20400,0.0,0.0
2023-04-26 00:00:00-04:00,68.91999816894531,69.69999694824219,68.51000213623047,68.73999786376953,64.85051727294922,25800,0.0,0.0
2023-04-27 00:00:00-04:00,69.19999694824219,69.58999633789062,68.58000183105469,68.72000122070312,64.83165740966797,15400,0.0,0.0
2023-04-28 00:00:00-04:00,68.88999938964844,69.41999816894531,68.0199966430664,68.0199966430664,64.17125701904297,21600,0.0,0.0
2023-05-01 00:00:00-04:00,68.0,68.8499984741211,68.0,68.55000305175781,64.67127227783203,21100,0.0,0.0
2023-05-02 00:00:00-04:00,68.16000366210938,68.27999877929688,66.83000183105469,68.0,64.15238952636719,20900,0.0,0.0
2023-05-03 00:00:00-04:00,67.91000366210938,69.04000091552734,67.91000366210938,68.18000030517578,64.32221221923828,21200,0.0,0.0
2023-05-04 00:00:00-04:00,68.0199966430664,68.51000213623047,67.18000030517578,68.1500015258789,64.29390716552734,19600,0.0,0.0
2023-05-05 00:00:00-04:00,68.73999786376953,68.91999816894531,68.41000366210938,68.62000274658203,64.73731231689453,18000,0.0,0.0
2023-05-08 00:00:00-04:00,70.25,70.25,68.81999969482422,69.27999877929688,65.35997009277344,22400,0.0,0.0
2023-05-09 00:00:00-04:00,69.4000015258789,71.16999816894531,68.81999969482422,70.91999816894531,66.90717315673828,21200,0.0,0.0
2023-05-10 00:00:00-04:00,71.18000030517578,71.66000366210938,70.5,71.5,67.45435333251953,37000,0.0,0.0
2023-05-11 00:00:00-04:00,71.02999877929688,72.12000274658203,70.66000366210938,72.05999755859375,67.982666015625,23000,0.0,0.0
2023-05-12 00:00:00-04:00,72.02999877929688,72.58000183105469,71.56999969482422,72.27999877929688,68.19021606445312,12300,0.0,0.0
2023-05-15 00:00:00-04:00,72.76000213623047,74.0,72.48999786376953,73.33000183105469,69.1808090209961,21000,0.0,0.0
2023-05-16 00:00:00-04:00,73.37999725341797,73.83000183105469,72.5999984741211,73.37999725341797,69.22797393798828,14000,0.0,0.0
2023-05-17 00:00:00-04:00,74.0199966430664,74.91999816894531,73.66999816894531,74.91999816894531,70.68083953857422,30100,0.0,0.0
2023-05-18 00:00:00-04:00,74.98999786376953,75.2300033569336,74.23999786376953,75.18000030517578,70.92613220214844,26000,0.0,0.0
2023-05-19 00:00:00-04:00,75.22000122070312,75.22000122070312,74.2699966430664,74.77999877929688,70.54875946044922,30200,0.0,0.0
2023-05-22 00:00:00-04:00,74.77999877929688,75.83000183105469,74.3499984741211,75.55000305175781,71.27519989013672,22300,0.0,0.0
2023-05-23 00:00:00-04:00,75.22000122070312,75.62999725341797,74.7300033569336,75.20999908447266,70.95442962646484,28300,0.0,0.0
2023-05-24 00:00:00-04:00,75.29000091552734,75.29000091552734,74.31999969482422,74.80999755859375,70.57706451416016,17800,0.0,0.0
2023-05-25 00:00:00-04:00,74.6500015258789,75.87999725341797,73.88999938964844,75.80000305175781,71.51105499267578,19400,0.0,0.0
2023-05-26 00:00:00-04:00,75.5199966430664,76.55000305175781,75.5199966430664,76.1500015258789,71.84124755859375,18900,0.0,0.0
2023-05-30 00:00:00-04:00,75.91000366210938,76.26000213623047,75.45999908447266,75.91999816894531,71.62425994873047,13400,0.0,0.0
2023-05-31 00:00:00-04:00,75.4000015258789,76.0199966430664,74.16000366210938,74.54000091552734,70.32234191894531,22100,0.0,0.0
2023-06-01 00:00:00-04:00,74.93000030517578,76.45999908447266,74.52999877929688,76.27999877929688,71.9638900756836,17800,0.0,0.0
2023-06-02 00:00:00-04:00,76.5,78.13999938964844,76.5,78.13999938964844,73.71864318847656,21400,0.0,0.0
2023-06-05 00:00:00-04:00,78.04000091552734,78.3499984741211,76.58999633789062,77.83000183105469,73.42619323730469,23000,0.0,0.0
2023-06-06 00:00:00-04:00,77.66999816894531,80.79000091552734,77.66999816894531,80.30000305175781,75.75643157958984,27900,0.0,0.0
2023-06-07 00:00:00-04:00,80.31999969482422,81.95999908447266,80.31999969482422,81.7300033569336,77.10552215576172,27500,0.0,0.0
2023-06-08 00:00:00-04:00,81.66999816894531,82.5,81.66999816894531,82.16000366210938,77.51119232177734,14600,0.0,0.0
2023-06-09 00:00:00-04:00,82.0,82.58999633789062,79.37000274658203,80.12999725341797,75.5960464477539,20400,0.0,0.0
2023-06-12 00:00:00-04:00,79.77999877929688,81.80999755859375,79.30999755859375,81.02999877929688,76.44512176513672,22800,0.0,0.0
2023-06-13 00:00:00-04:00,80.83999633789062,81.31999969482422,80.25,80.37000274658203,75.82247161865234,16500,0.0,0.0
2023-06-14 00:00:00-04:00,80.26000213623047,80.26000213623047,78.43000030517578,78.86000061035156,74.39791107177734,17500,0.0,0.0
2023-06-15 00:00:00-04:00,78.58000183105469,79.5199966430664,78.36000061035156,79.41999816894531,74.92622375488281,16200,0.0,0.0
2023-06-16 00:00:00-04:00,79.9800033569336,79.9800033569336,77.45999908447266,77.66999816894531,73.27523803710938,74500,0.0,0.0
2023-06-20 00:00:00-04:00,77.41000366210938,77.80000305175781,76.05999755859375,77.25,72.8790054321289,16500,0.0,0.0
2023-06-21 00:00:00-04:00,76.66000366210938,77.86000061035156,76.62000274658203,76.83999633789062,72.49220275878906,13400,0.0,0.0
2023-06-22 00:00:00-04:00,76.61000061035156,76.61000061035156,74.41999816894531,74.51000213623047,70.2940444946289,20400,0.0,0.0
2023-06-23 00:00:00-04:00,73.55999755859375,74.30000305175781,72.01000213623047,72.72000122070312,68.6053237915039,34900,0.0,0.0
2023-06-26 00:00:00-04:00,72.20999908447266,74.02999877929688,72.20999908447266,73.19999694824219,69.05815887451172,12600,0.0,0.0
2023-06-27 00:00:00-04:00,73.25,74.08000183105469,73.08999633789062,73.19000244140625,69.0487289428711,10700,0.0,0.0
2023-06-28 00:00:00-04:00,73.26000213623047,73.26000213623047,72.11000061035156,72.51000213623047,68.40721130371094,10300,0.0,0.0
2023-06-29 00:00:00-04:00,72.51000213623047,73.47000122070312,72.3499984741211,72.9800033569336,68.85061645507812,11800,0.0,0.0
2023-06-30 00:00:00-04:00,73.29000091552734,73.4800033569336,72.3499984741211,73.19999694824219,69.05815887451172,26200,0.0,0.0
2023-07-03 00:00:00-04:00,73.12000274658203,74.55999755859375,73.12000274658203,74.43000030517578,70.21856689453125,7200,0.0,0.0
2023-07-05 00:00:00-04:00,74.55999755859375,75.16999816894531,73.27999877929688,74.3499984741211,70.14309692382812,16400,0.0,0.0
2023-07-06 00:00:00-04:00,74.36000061035156,75.7699966430664,73.58000183105469,75.27999877929688,71.02046966552734,21200,0.0,0.0
2023-07-07 00:00:00-04:00,75.06999969482422,76.47000122070312,75.06999969482422,75.7699966430664,71.48274230957031,14500,0.0,0.0
2023-07-10 00:00:00-04:00,76.11000061035156,77.41999816894531,76.11000061035156,76.87000274658203,72.5205078125,15000,0.0,0.0
2023-07-11 00:00:00-04:00,76.79000091552734,77.37999725341797,75.94999694824219,77.16999816894531,72.80352783203125,9700,0.0,0.0
2023-07-12 00:00:00-04:00,76.8499984741211,78.11000061035156,75.80999755859375,76.13999938964844,71.8318099975586,13600,0.0,0.0
2023-07-13 00:00:00-04:00,75.9000015258789,77.61000061035156,75.88999938964844,76.80999755859375,72.46389770507812,12500,0.0,0.0
2023-07-14 00:00:00-04:00,76.38999938964844,77.86000061035156,75.73999786376953,77.41999816894531,73.03938293457031,15000,0.0,0.0
2023-07-17 00:00:00-04:00,77.45999908447266,77.72000122070312,75.95999908447266,76.13999938964844,71.8318099975586,11400,0.0,0.0
2023-07-18 00:00:00-04:00,76.02999877929688,77.63999938964844,76.02999877929688,77.05000305175781,72.69032287597656,11600,0.0,0.0
2023-07-19 00:00:00-04:00,77.55000305175781,77.55000305175781,75.70999908447266,76.29000091552734,71.97332763671875,13100,0.0,0.0
2023-07-20 00:00:00-04:00,76.0999984741211,77.29000091552734,75.77999877929688,77.0,72.64315032958984,11100,0.0,0.0
2023-07-21 00:00:00-04:00,77.6500015258789,77.6500015258789,76.33999633789062,77.01000213623047,72.652587890625,16900,0.0,0.0
2023-07-24 00:00:00-04:00,77.20999908447266,77.86000061035156,76.93000030517578,77.7300033569336,73.33184814453125,7900,0.0,0.0
2023-07-25 00:00:00-04:00,77.80000305175781,78.31999969482422,76.66000366210938,77.47000122070312,73.08655548095703,8900,0.0,0.0
2023-07-26 00:00:00-04:00,77.47000122070312,78.04000091552734,77.27999877929688,77.62999725341797,73.23750305175781,8100,0.0,0.0
2023-07-27 00:00:00-04:00,77.31999969482422,78.19000244140625,76.01000213623047,76.25,71.93558502197266,11900,0.0,0.0
2023-07-28 00:00:00-04:00,76.94000244140625,78.18000030517578,75.7300033569336,77.94000244140625,73.52996826171875,25700,0.0,0.0
2023-07-31 00:00:00-04:00,77.75,78.30999755859375,76.69000244140625,78.30999755859375,73.8790283203125,22900,0.0,0.0
2023-08-01 00:00:00-04:00,76.2300033569336,78.0999984741211,76.2300033569336,78.0999984741211,73.680908203125,12900,0.0,0.0
2023-08-02 00:00:00-04:00,76.87999725341797,79.36000061035156,76.83000183105469,78.94000244140625,74.47338104248047,15900,0.0,0.0
2023-08-03 00:00:00-04:00,78.7300033569336,80.0999984741211,78.08999633789062,79.62999725341797,75.12433624267578,12500,0.0,0.0
2023-08-04 00:00:00-04:00,79.91999816894531,81.08000183105469,79.70999908447266,79.98999786376953,75.4639663696289,18100,0.0,0.0
2023-08-07 00:00:00-04:00,79.58999633789062,80.68000030517578,79.47000122070312,80.08000183105469,75.54888153076172,16300,0.0,0.0
2023-08-08 00:00:00-04:00,80.22000122070312,81.4000015258789,80.20999908447266,81.02999877929688,76.44512176513672,9700,0.0,0.0
2023-08-09 00:00:00-04:00,80.98999786376953,80.98999786376953,79.37000274658203,79.79000091552734,75.27528381347656,10200,0.0,0.0
2023-08-10 00:00:00-04:00,79.9800033569336,79.9800033569336,78.7699966430664,79.47000122070312,74.97339630126953,14000,0.0,0.0
2023-08-11 00:00:00-04:00,79.36000061035156,80.41000366210938,78.61000061035156,78.81999969482422,74.36016845703125,15900,0.0,0.0
2023-08-14 00:00:00-04:00,78.80000305175781,78.9800033569336,77.23999786376953,77.23999786376953,72.86956787109375,17200,0.0,0.0
2023-08-15 00:00:00-04:00,76.5,78.0199966430664,76.5,77.30999755859375,72.93560791015625,25500,0.0,0.0
2023-08-16 00:00:00-04:00,77.5,77.83000183105469,76.37000274658203,76.37000274658203,72.04879760742188,14000,0.0,0.0
2023-08-17 00:00:00-04:00,76.18000030517578,77.06999969482422,75.37000274658203,75.4000015258789,71.13368225097656,16200,0.0,0.0
2023-08-18 00:00:00-04:00,74.93000030517578,75.83000183105469,74.93000030517578,75.48999786376953,71.21858978271484,13600,0.0,0.0
2023-08-21 00:00:00-04:00,75.5199966430664,75.5199966430664,74.01000213623047,74.16000366210938,69.96385192871094,18700,0.0,0.0
2023-08-22 00:00:00-04:00,73.68000030517578,74.5,73.56999969482422,73.68000030517578,69.51100158691406,15300,0.0,0.0
2023-08-23 00:00:00-04:00,73.7300033569336,73.7300033569336,72.88999938964844,73.12000274658203,68.98269653320312,14600,0.0,0.0
2023-08-24 00:00:00-04:00,72.68000030517578,73.5,72.68000030517578,72.93000030517578,68.8034439086914,18800,0.0,0.0
2023-08-25 00:00:00-04:00,72.94999694824219,73.52999877929688,72.5199966430664,72.81999969482422,68.69966888427734,10600,0.0,0.0
2023-08-28 00:00:00-04:00,72.88999938964844,73.66000366210938,72.68000030517578,73.1500015258789,69.01099395751953,10600,0.0,0.0
2023-08-29 00:00:00-04:00,72.69999694824219,72.70999908447266,71.51000213623047,72.44000244140625,68.34117126464844,15600,0.0,0.0
2023-08-30 00:00:00-04:00,72.44000244140625,75.41999816894531,72.44000244140625,75.20999908447266,70.95442962646484,22000,0.0,0.0
2023-08-31 00:00:00-04:00,75.4000015258789,75.5999984741211,74.66999816894531,74.8499984741211,70.61479949951172,16200,0.0,0.0
2023-09-01 00:00:00-04:00,74.87000274658203,75.30999755859375,73.91000366210938,74.0199966430664,69.8317642211914,16900,0.0,0.0
2023-09-05 00:00:00-04:00,73.87000274658203,74.04000091552734,71.08999633789062,71.22000122070312,67.19020080566406,14800,0.0,0.0
2023-09-06 00:00:00-04:00,70.81999969482422,70.8499984741211,70.23999786376953,70.80999755859375,66.80339813232422,11200,0.0,0.0
2023-09-07 00:00:00-04:00,70.47000122070312,72.38999938964844,70.47000122070312,71.58000183105469,67.52983093261719,44200,0.0,0.0
2023-09-08 00:00:00-04:00,71.33000183105469,72.94000244140625,71.0999984741211,71.83000183105469,67.76568603515625,26200,0.0,0.0
2023-09-11 00:00:00-04:00,71.98999786376953,73.0999984741211,71.73999786376953,72.97000122070312,68.84117889404297,22300,0.0,0.0
2023-09-12 00:00:00-04:00,72.98999786376953,75.1500015258789,72.98999786376953,73.80000305175781,69.62422180175781,29300,0.0,0.0
2023-09-13 00:00:00-04:00,74.13999938964844,75.7300033569336,73.80999755859375,75.48999786376953,71.21858978271484,31100,0.0,0.0
2023-09-14 00:00:00-04:00,75.56999969482422,77.04000091552734,75.56999969482422,76.45999908447266,72.13370513916016,28600,0.0,0.0
2023-09-15 00:00:00-04:00,76.69000244140625,76.69000244140625,73.7699966430664,75.26000213623047,71.0016098022461,267400,0.0,0.0
2023-09-18 00:00:00-04:00,75.19000244140625,75.55999755859375,74.75,75.08000183105469,70.83179473876953,26100,0.0,0.0
2023-09-19 00:00:00-04:00,75.04000091552734,75.04000091552734,72.95999908447266,72.95999908447266,68.83174133300781,15900,0.0,0.0
2023-09-20 00:00:00-04:00,73.41999816894531,73.76000213623047,72.69999694824219,72.95999908447266,68.83174133300781,20400,0.0,0.0
2023-09-21 00:00:00-04:00,72.6500015258789,74.93000030517578,72.6500015258789,74.19999694824219,70.00157928466797,31800,0.0,0.0
2023-09-22 00:00:00-04:00,74.0199966430664,74.0199966430664,72.08999633789062,72.26000213623047,68.17135620117188,14400,0.0,0.0
2023-09-25 00:00:00-04:00,71.87999725341797,72.94000244140625,71.22000122070312,72.88999938964844,68.76570129394531,36600,0.0,0.0
2023-09-26 00:00:00-04:00,72.19999694824219,72.45999908447266,71.6500015258789,71.87999725341797,67.81285095214844,13800,0.0,0.0
2023-09-27 00:00:00-04:00,72.88999938964844,73.22000122070312,72.27999877929688,72.81999969482422,68.69966888427734,18000,0.0,0.0
2023-09-28 00:00:00-04:00,72.56999969482422,73.95999908447266,72.20999908447266,72.41999816894531,68.32229614257812,27200,0.0,0.0
2023-09-29 00:00:00-04:00,72.11000061035156,72.9000015258789,71.93000030517578,72.45999908447266,68.36003112792969,26500,0.0,0.0
2023-10-02 00:00:00-04:00,72.62999725341797,73.68000030517578,72.05999755859375,73.63999938964844,69.4732666015625,29000,0.0,0.0
2023-10-03 00:00:00-04:00,73.0199966430664,73.0199966430664,71.83000183105469,71.91000366210938,67.84115600585938,16100,0.0,0.0
2023-10-04 00:00:00-04:00,71.97000122070312,71.97000122070312,70.86000061035156,71.5999984741211,67.54869842529297,20300,0.0,0.0
2023-10-05 00:00:00-04:00,71.51000213623047,72.58000183105469,71.51000213623047,72.36000061035156,68.26569366455078,16100,0.0,0.0
2023-10-06 00:00:00-04:00,71.83000183105469,73.9000015258789,71.44000244140625,73.04000091552734,68.90721893310547,17100,0.0,0.0
2023-10-09 00:00:00-04:00,73.8499984741211,75.29000091552734,73.8499984741211,74.7699966430664,70.5393295288086,15300,0.0,0.0
2023-10-10 00:00:00-04:00,74.86000061035156,75.3499984741211,73.94999694824219,74.41999816894531,70.2091293334961,18500,0.0,0.0
2023-10-11 00:00:00-04:00,74.04000091552734,75.25,74.04000091552734,75.25,70.99217224121094,10200,0.0,0.0
2023-10-12 00:00:00-04:00,74.98999786376953,76.0,73.51000213623047,74.1500015258789,69.95441436767578,11900,0.0,0.0
2023-10-13 00:00:00-04:00,73.51000213623047,74.5999984741211,72.81999969482422,74.04000091552734,69.85063934326172,25900,0.0,0.0
2023-10-16 00:00:00-04:00,74.0999984741211,75.12000274658203,73.9800033569336,74.4800033569336,70.26573944091797,13100,0.0,0.0
2023-10-17 00:00:00-04:00,74.30000305175781,76.1500015258789,74.30000305175781,75.20999908447266,70.95442962646484,20700,0.0,0.0
2023-10-18 00:00:00-04:00,74.8499984741211,75.6500015258789,74.6500015258789,74.86000061035156,70.62423706054688,9400,0.0,0.0
2023-10-19 00:00:00-04:00,74.58999633789062,74.6500015258789,73.19000244140625,73.8499984741211,69.67138671875,20300,0.0,0.0
2023-10-20 00:00:00-04:00,74.02999877929688,74.13999938964844,72.80999755859375,73.08999633789062,68.95438385009766,19600,0.0,0.0
2023-10-23 00:00:00-04:00,73.0,73.63999938964844,72.58999633789062,72.77999877929688,68.66192626953125,11200,0.0,0.0
2023-10-24 00:00:00-04:00,73.5,73.5,72.5,72.54000091552734,68.43550872802734,7100,0.0,0.0
2023-10-25 00:00:00-04:00,73.16999816894531,74.33000183105469,73.16999816894531,73.8499984741211,69.67138671875,19900,0.0,0.0
2023-10-26 00:00:00-04:00,73.87000274658203,73.95999908447266,72.61000061035156,73.0,68.8694839477539,18200,0.0,0.0
2023-10-27 00:00:00-04:00,73.23999786376953,73.86000061035156,72.94999694824219,73.33000183105469,69.1808090209961,19500,0.0,0.0
2023-10-30 00:00:00-04:00,74.0,74.18000030517578,72.12000274658203,73.9800033569336,69.79403686523438,24900,0.0,0.0
2023-10-31 00:00:00-04:00,73.2300033569336,74.9800033569336,73.2300033569336,74.75,70.52046203613281,14700,0.0,0.0
2023-11-01 00:00:00-04:00,75.12000274658203,76.66000366210938,74.8499984741211,76.4000015258789,72.07710266113281,15400,0.0,0.0
2023-11-02 00:00:00-04:00,76.80999755859375,77.2699966430664,75.8499984741211,76.58000183105469,72.24691772460938,14800,0.0,0.0
2023-11-03 00:00:00-04:00,77.56999969482422,78.37999725341797,77.47000122070312,77.66999816894531,73.27523803710938,16100,0.0,0.0
2023-11-06 00:00:00-05:00,77.5199966430664,77.5199966430664,76.47000122070312,76.9000015258789,72.54881286621094,13700,0.0,0.0
2023-11-07 00:00:00-05:00,77.0,77.0,75.44999694824219,75.86000061035156,71.56765747070312,11100,0.0,0.0
2023-11-08 00:00:00-05:00,75.69000244140625,79.19000244140625,75.69000244140625,79.08000183105469,74.60546112060547,34900,0.0,0.0
2023-11-09 00:00:00-05:00,78.83000183105469,79.0,78.31999969482422,78.75,74.29412841796875,9300,0.0,0.0
2023-11-10 00:00:00-05:00,79.48999786376953,79.48999786376953,77.75,78.31999969482422,73.88846588134766,15500,0.0,0.0
2023-11-13 00:00:00-05:00,78.11000061035156,78.19000244140625,77.5199966430664,78.01000213623047,73.59600830078125,8800,0.0,0.0
2023-11-14 00:00:00-05:00,78.37000274658203,80.0999984741211,78.37000274658203,79.91000366210938,75.38849639892578,21500,0.0,0.0
2023-11-15 00:00:00-05:00,80.06999969482422,80.08999633789062,78.31999969482422,79.87999725341797,75.36019134521484,21400,0.0,0.0
2023-11-16 00:00:00-05:00,80.63999938964844,80.63999938964844,79.16000366210938,79.30999755859375,74.82244110107422,11000,0.0,0.0
2023-11-17 00:00:00-05:00,79.97000122070312,79.97000122070312,78.30000305175781,78.30999755859375,73.8790283203125,28300,0.0,0.0
2023-11-20 00:00:00-05:00,77.91999816894531,77.91999816894531,76.05000305175781,77.26000213623047,72.88844299316406,11900,0.0,0.0
2023-11-21 00:00:00-05:00,77.30999755859375,78.36000061035156,75.75,77.91000366210938,73.50166320800781,14900,0.0,0.0
2023-11-22 00:00:00-05:00,78.58999633789062,78.58999633789062,76.88999938964844,77.54000091552734,73.15259552001953,9800,0.0,0.0
2023-11-24 00:00:00-05:00,76.68000030517578,77.95999908447266,76.68000030517578,77.19999694824219,72.83183288574219,4600,0.0,0.0
2023-11-27 00:00:00-05:00,78.16000366210938,78.16000366210938,76.33999633789062,76.33999633789062,72.02049255371094,13000,0.0,0.0
2023-11-28 00:00:00-05:00,75.41999816894531,75.41999816894531,74.0199966430664,74.73999786376953,70.51102447509766,16200,0.0,0.0
2023-11-29 00:00:00-05:00,74.44000244140625,74.80000305175781,74.02999877929688,74.19999694824219,70.00157928466797,22700,0.0,0.0
2023-11-30 00:00:00-05:00,74.79000091552734,75.18000030517578,73.44000244140625,74.72000122070312,70.49215698242188,27600,0.0,0.0
2023-12-01 00:00:00-05:00,76.27999877929688,76.91999816894531,75.97000122070312,76.38999938964844,72.06766510009766,18300,0.0,0.0
2023-12-04 00:00:00-05:00,76.08999633789062,79.81999969482422,76.08999633789062,79.08000183105469,74.60546112060547,18700,0.0,0.0
2023-12-05 00:00:00-05:00,79.69999694824219,80.25,78.0,78.23999786376953,73.81298828125,15700,0.0,0.0
2023-12-06 00:00:00-05:00,78.61000061035156,78.62999725341797,77.95999908447266,78.37000274658203,73.93563842773438,13600,0.0,0.0
2023-12-07 00:00:00-05:00,78.87999725341797,79.72000122070312,77.80999755859375,78.29000091552734,73.86016082763672,22700,0.0,0.0
2023-12-08 00:00:00-05:00,78.12999725341797,79.08000183105469,78.12999725341797,78.8499984741211,74.38847351074219,10900,0.0,0.0
2023-12-11 00:00:00-05:00,78.0,78.33000183105469,77.61000061035156,78.05999755859375,73.64317321777344,16800,0.0,0.0
2023-12-12 00:00:00-05:00,78.19999694824219,79.77999877929688,78.05000305175781,79.20999908447266,74.72810363769531,18200,0.0,0.0
2023-12-13 00:00:00-05:00,79.56999969482422,81.19999694824219,78.51000213623047,81.0199966430664,76.43568420410156,50100,0.0,0.0
2023-12-14 00:00:00-05:00,80.44000244140625,81.52999877929688,80.26000213623047,81.52999877929688,76.91683197021484,26200,0.0,0.0
2023-12-15 00:00:00-05:00,81.6500015258789,81.6500015258789,79.86000061035156,80.16999816894531,75.63378143310547,145500,0.0,0.0
2023-12-18 00:00:00-05:00,80.54000091552734,80.54000091552734,78.95999908447266,79.19000244140625,74.70923614501953,20500,0.0,0.0
2023-12-19 00:00:00-05:00,78.94999694824219,80.05000305175781,78.94999694824219,79.80999755859375,75.29415130615234,24800,0.0,0.0
2023-12-20 00:00:00-05:00,80.5999984741211,81.63999938964844,79.41000366210938,79.55999755859375,75.05829620361328,25900,0.0,0.0
2023-12-21 00:00:00-05:00,79.27999877929688,80.36000061035156,79.0199966430664,80.29000091552734,75.74699401855469,14100,0.0,0.0
2023-12-22 00:00:00-05:00,80.9000015258789,82.0,80.8499984741211,81.54000091552734,76.92626953125,14400,0.0,0.0
2023-12-26 00:00:00-05:00,81.94999694824219,82.0199966430664,81.72000122070312,81.72000122070312,77.09608459472656,10200,0.0,0.0
2023-12-27 00:00:00-05:00,82.0,83.0,82.0,82.68000030517578,78.00176239013672,17500,0.0,0.0
2023-12-28 00:00:00-05:00,82.36000061035156,82.4000015258789,81.26000213623047,81.4000015258789,76.794189453125,13600,0.0,0.0
2023-12-29 00:00:00-05:00,81.51000213623047,81.51000213623047,80.0,80.27999877929688,75.73755645751953,17000,0.0,0.0
2024-01-02 00:00:00-05:00,80.2699966430664,80.9000015258789,80.08999633789062,80.6500015258789,76.08662414550781,11500,0.0,0.0
2024-01-03 00:00:00-05:00,80.36000061035156,81.37999725341797,79.9800033569336,79.9800033569336,75.45453643798828,15300,0.0,0.0
2024-01-04 00:00:00-05:00,80.41000366210938,80.41000366210938,79.19999694824219,80.12000274658203,75.58661651611328,22800,0.0,0.0
2024-01-05 00:00:00-05:00,79.62999725341797,80.19000244140625,79.0999984741211,80.05000305175781,75.52057647705078,28300,0.0,0.0
2024-01-08 00:00:00-05:00,80.0,80.0,79.19999694824219,79.52999877929688,75.02999877929688,12900,0.0,0.0
2024-01-09 00:00:00-05:00,78.87000274658203,79.94999694824219,78.55000305175781,79.81999969482422,75.3035888671875,12600,0.0,0.0
2024-01-10 00:00:00-05:00,79.43000030517578,80.62999725341797,79.43000030517578,80.5999984741211,76.0394515991211,10200,0.0,0.0
2024-01-11 00:00:00-05:00,80.5,80.83999633789062,79.91999816894531,80.7699966430664,76.1998291015625,20300,0.0,0.0
2024-01-12 00:00:00-05:00,81.12999725341797,81.62999725341797,80.37000274658203,81.55999755859375,76.94512939453125,12900,0.0,0.0
2024-01-16 00:00:00-05:00,80.93000030517578,81.72000122070312,80.54000091552734,81.23999786376953,76.64324188232422,12700,0.0,0.0
2024-01-17 00:00:00-05:00,81.11000061035156,83.4000015258789,80.7300033569336,83.19000244140625,78.48291015625,22200,0.0,0.0
2024-01-18 00:00:00-05:00,82.97000122070312,83.4800033569336,82.04000091552734,82.83999633789062,78.1527099609375,15200,0.0,0.0
2024-01-19 00:00:00-05:00,83.08000183105469,83.70999908447266,83.08000183105469,83.55000305175781,78.82254028320312,10800,0.0,0.0
2024-01-22 00:00:00-05:00,83.94999694824219,84.29000091552734,82.98999786376953,82.98999786376953,78.29421997070312,16400,0.0,0.0
2024-01-23 00:00:00-05:00,83.72000122070312,83.72000122070312,82.22000122070312,82.4000015258789,77.73760986328125,16100,0.0,0.0
2024-01-24 00:00:00-05:00,82.1500015258789,83.36000061035156,82.1500015258789,82.5999984741211,77.92628479003906,10700,0.0,0.0
2024-01-25 00:00:00-05:00,83.30000305175781,83.88999938964844,82.0,83.45999908447266,78.73762512207031,19800,0.0,0.0
2024-01-26 00:00:00-05:00,84.0199966430664,84.0199966430664,81.56999969482422,82.69000244140625,78.01119995117188,40300,0.0,0.0
2024-01-29 00:00:00-05:00,82.97000122070312,82.97000122070312,81.5,82.4800033569336,77.81307983398438,15700,0.0,0.0
2024-01-30 00:00:00-05:00,81.87000274658203,81.98999786376953,80.80999755859375,81.19000244140625,76.5960693359375,19800,0.0,0.0
2024-01-31 00:00:00-05:00,81.16999816894531,81.16999816894531,79.16999816894531,79.16999816894531,74.69036865234375,25400,0.0,0.0
2024-02-01 00:00:00-05:00,79.0199966430664,79.3499984741211,78.81999969482422,79.04000091552734,74.5677261352539,17500,0.0,0.0
2024-02-02 00:00:00-05:00,78.7699966430664,78.81999969482422,76.98999786376953,77.12999725341797,72.76579284667969,22300,0.0,0.0
2024-02-05 00:00:00-05:00,76.5199966430664,78.08999633789062,75.6500015258789,77.91000366210938,73.50166320800781,26400,0.0,0.0
2024-02-06 00:00:00-05:00,77.37000274658203,78.52999877929688,77.3499984741211,78.13999938964844,73.71864318847656,17100,0.0,0.0
2024-02-07 00:00:00-05:00,78.1500015258789,78.1500015258789,76.5199966430664,76.87999725341797,72.52993774414062,17600,0.0,0.0
2024-02-08 00:00:00-05:00,76.5,76.80000305175781,75.08000183105469,76.5,72.17144012451172,41700,0.0,0.0
2024-02-09 00:00:00-05:00,76.88999938964844,76.98999786376953,76.31999969482422,76.5,72.17144012451172,23700,0.0,0.0
2024-02-12 00:00:00-05:00,77.62999725341797,78.36000061035156,77.08999633789062,78.02999877929688,73.6148681640625,44500,0.0,0.0
2024-02-13 00:00:00-05:00,77.01000213623047,77.91999816894531,74.8499984741211,75.19999694824219,70.94499969482422,28200,0.0,0.0
2024-02-14 00:00:00-05:00,75.5,76.55000305175781,75.5,76.37000274658203,72.04879760742188,16600,0.0,0.0
2024-02-15 00:00:00-05:00,76.37999725341797,78.79000091552734,75.79000091552734,78.41000366210938,73.97337341308594,26800,0.0,0.0
2024-02-16 00:00:00-05:00,78.58999633789062,79.22000122070312,77.5999984741211,78.23999786376953,73.81298828125,33900,0.0,0.0
2024-02-20 00:00:00-05:00,78.23999786376953,82.19000244140625,77.7300033569336,80.27999877929688,75.73755645751953,91900,0.0,0.0
2024-02-21 00:00:00-05:00,80.44999694824219,81.30999755859375,78.80000305175781,80.06999969482422,75.53944396972656,38900,0.0,0.0
2024-02-22 00:00:00-05:00,79.62000274658203,79.8499984741211,78.5199966430664,78.83000183105469,74.3696060180664,49100,0.0,0.0
2024-02-23 00:00:00-05:00,78.55000305175781,79.56999969482422,77.69999694824219,78.79000091552734,74.33187103271484,52500,0.0,0.0
2024-02-26 00:00:00-05:00,78.81999969482422,79.22000122070312,78.16000366210938,79.12000274658203,74.64319610595703,54200,0.0,0.0
2024-02-27 00:00:00-05:00,79.2300033569336,80.16000366210938,78.93000030517578,79.02999877929688,74.55828857421875,112200,0.0,0.0
2024-02-28 00:00:00-05:00,79.37999725341797,80.95999908447266,78.80000305175781,79.52999877929688,75.02999877929688,135600,0.0,0.0
2024-02-29 00:00:00-05:00,74.52999877929688,77.36000061035156,73.97000122070312,77.33000183105469,77.33000183105469,168800,4.5,0.0
2024-03-01 00:00:00-05:00,77.30000305175781,77.30000305175781,74.37999725341797,74.91000366210938,74.91000366210938,44100,0.0,0.0
2024-03-04 00:00:00-05:00,74.9800033569336,76.80000305175781,74.52999877929688,75.80999755859375,75.80999755859375,56300,0.0,0.0
2024-03-05 00:00:00-05:00,75.9800033569336,75.9800033569336,74.33000183105469,74.66000366210938,74.66000366210938,34100,0.0,0.0
2024-03-06 00:00:00-05:00,74.5999984741211,75.73999786376953,74.36000061035156,75.68000030517578,75.68000030517578,55800,0.0,0.0
2024-03-07 00:00:00-05:00,76.25,76.44999694824219,75.2699966430664,75.7699966430664,75.7699966430664,27900,0.0,0.0
2024-03-08 00:00:00-05:00,75.88999938964844,76.0199966430664,74.76000213623047,75.69999694824219,75.69999694824219,25800,0.0,0.0
2024-03-11 00:00:00-04:00,75.13999938964844,76.05999755859375,75.05999755859375,75.98999786376953,75.98999786376953,35600,0.0,0.0
2024-03-12 00:00:00-04:00,75.80999755859375,75.98999786376953,75.04000091552734,75.94999694824219,75.94999694824219,25800,0.0,0.0
2024-03-13 00:00:00-04:00,76.0,76.94000244140625,76.0,76.5,76.5,31000,0.0,0.0
2024-03-14 00:00:00-04:00,76.6500015258789,76.66000366210938,74.94000244140625,75.05999755859375,75.05999755859375,25700,0.0,0.0
2024-03-15 00:00:00-04:00,74.93000030517578,76.22000122070312,74.93000030517578,76.05999755859375,76.05999755859375,169400,0.0,0.0
2024-03-18 00:00:00-04:00,75.98999786376953,76.80999755859375,75.81999969482422,75.93000030517578,75.93000030517578,42500,0.0,0.0
2024-03-19 00:00:00-04:00,76.12999725341797,76.95999908447266,76.12999725341797,76.93000030517578,76.93000030517578,41200,0.0,0.0
2024-03-20 00:00:00-04:00,76.94999694824219,79.01000213623047,76.6500015258789,79.01000213623047,79.01000213623047,64900,0.0,0.0
2024-03-21 00:00:00-04:00,79.44000244140625,80.38999938964844,78.80000305175781,80.26000213623047,80.26000213623047,57600,0.0,0.0
2024-03-22 00:00:00-04:00,80.36000061035156,80.36000061035156,79.23999786376953,79.45999908447266,79.45999908447266,38100,0.0,0.0
2024-03-25 00:00:00-04:00,79.18000030517578,80.4800033569336,79.18000030517578,80.4800033569336,80.4800033569336,29100,0.0,0.0
2024-03-26 00:00:00-04:00,80.69999694824219,81.69000244140625,80.69999694824219,81.41000366210938,81.41000366210938,38500,0.0,0.0
2024-03-27 00:00:00-04:00,81.8499984741211,82.18000030517578,81.05999755859375,81.86000061035156,81.86000061035156,30200,0.0,0.0
2024-03-28 00:00:00-04:00,82.0,83.80000305175781,81.8499984741211,83.80000305175781,83.80000305175781,60200,0.0,0.0
2024-04-01 00:00:00-04:00,83.91000366210938,83.91000366210938,82.54000091552734,82.91999816894531,82.91999816894531,38100,0.0,0.0
2024-04-02 00:00:00-04:00,82.7699966430664,82.7699966430664,81.83000183105469,81.97000122070312,81.97000122070312,39400,0.0,0.0
2024-04-03 00:00:00-04:00,82.1500015258789,82.1500015258789,81.26000213623047,81.83999633789062,81.83999633789062,35700,0.0,0.0
2024-04-04 00:00:00-04:00,82.37999725341797,83.19999694824219,81.88999938964844,82.62999725341797,82.62999725341797,40600,0.0,0.0
2024-04-05 00:00:00-04:00,82.8499984741211,83.16999816894531,82.36000061035156,83.0199966430664,83.0199966430664,26000,0.0,0.0
2024-04-08 00:00:00-04:00,83.19999694824219,83.55999755859375,82.3499984741211,82.37000274658203,82.37000274658203,28400,0.0,0.0
2024-04-09 00:00:00-04:00,82.6500015258789,82.6500015258789,80.91000366210938,81.01000213623047,81.01000213623047,15700,0.0,0.0
2024-04-10 00:00:00-04:00,80.4800033569336,80.4800033569336,78.56999969482422,79.68000030517578,79.68000030517578,29800,0.0,0.0
2024-04-11 00:00:00-04:00,79.80999755859375,80.01000213623047,79.62000274658203,79.75,79.75,34200,0.0,0.0
2024-04-12 00:00:00-04:00,79.76000213623047,79.98999786376953,79.11000061035156,79.58999633789062,79.58999633789062,18000,0.0,0.0
2024-04-15 00:00:00-04:00,80.1500015258789,80.1500015258789,78.8499984741211,79.33999633789062,79.33999633789062,19800,0.0,0.0
2024-04-16 00:00:00-04:00,79.45999908447266,79.95999908447266,78.94000244140625,79.13999938964844,79.13999938964844,15600,0.0,0.0
2024-04-17 00:00:00-04:00,79.23999786376953,79.83999633789062,79.02999877929688,79.37000274658203,79.37000274658203,23000,0.0,0.0
2024-04-18 00:00:00-04:00,79.75,80.36000061035156,79.54000091552734,79.98999786376953,79.98999786376953,32600,0.0,0.0
2024-04-19 00:00:00-04:00,79.76000213623047,81.62999725341797,79.76000213623047,81.5999984741211,81.5999984741211,29400,0.0,0.0
2024-04-22 00:00:00-04:00,81.66000366210938,82.91000366210938,81.5999984741211,82.29000091552734,82.29000091552734,48000,0.0,0.0
2024-04-23 00:00:00-04:00,82.95999908447266,83.87999725341797,82.79000091552734,83.44000244140625,83.44000244140625,25800,0.0,0.0
2024-04-24 00:00:00-04:00,83.44000244140625,83.70999908447266,83.05999755859375,83.38999938964844,83.38999938964844,19700,0.0,0.0
2024-04-25 00:00:00-04:00,83.3499984741211,83.3499984741211,82.2699966430664,82.94999694824219,82.94999694824219,20200,0.0,0.0
2024-04-26 00:00:00-04:00,82.76000213623047,83.55999755859375,82.76000213623047,82.9800033569336,82.9800033569336,17000,0.0,0.0
2024-04-29 00:00:00-04:00,82.45999908447266,83.08999633789062,81.66999816894531,82.0199966430664,82.0199966430664,22800,0.0,0.0
2024-04-30 00:00:00-04:00,81.5999984741211,82.80000305175781,81.44000244140625,81.98999786376953,81.98999786376953,28800,0.0,0.0
2024-05-01 00:00:00-04:00,82.45999908447266,84.08000183105469,82.45999908447266,83.12999725341797,83.12999725341797,38000,0.0,0.0
2024-05-02 00:00:00-04:00,83.77999877929688,84.05000305175781,83.22000122070312,83.76000213623047,83.76000213623047,23500,0.0,0.0
2024-05-03 00:00:00-04:00,84.45999908447266,84.83000183105469,83.3499984741211,84.08000183105469,84.08000183105469,18400,0.0,0.0
2024-05-06 00:00:00-04:00,83.94999694824219,84.75,83.83000183105469,84.18000030517578,84.18000030517578,18700,0.0,0.0
2024-05-07 00:00:00-04:00,84.01000213623047,85.33000183105469,84.01000213623047,84.83999633789062,84.83999633789062,18100,0.0,0.0
2024-05-08 00:00:00-04:00,84.7699966430664,86.05999755859375,84.2300033569336,85.76000213623047,85.76000213623047,16500,0.0,0.0
2024-05-09 00:00:00-04:00,86.08000183105469,86.08000183105469,85.0199966430664,85.8499984741211,85.8499984741211,16200,0.0,0.0
2024-05-10 00:00:00-04:00,85.47000122070312,85.47000122070312,82.81999969482422,84.30999755859375,84.30999755859375,31700,0.0,0.0
2024-05-13 00:00:00-04:00,83.58999633789062,83.97000122070312,81.41000366210938,81.5199966430664,81.5199966430664,46900,0.0,0.0
2024-05-14 00:00:00-04:00,81.58000183105469,81.58000183105469,79.16000366210938,79.88999938964844,79.88999938964844,46500,0.0,0.0
2024-05-15 00:00:00-04:00,80.0,81.37000274658203,79.5,81.30999755859375,81.30999755859375,75900,0.0,0.0
2024-05-16 00:00:00-04:00,81.3499984741211,82.41000366210938,81.18000030517578,81.77999877929688,81.77999877929688,51100,0.0,0.0
2024-05-17 00:00:00-04:00,81.83999633789062,82.16999816894531,80.37999725341797,80.37999725341797,80.37999725341797,68600,0.0,0.0
2024-05-20 00:00:00-04:00,80.12999725341797,80.94000244140625,79.94000244140625,80.08000183105469,80.08000183105469,41400,0.0,0.0
2024-05-21 00:00:00-04:00,79.76000213623047,80.2699966430664,77.83999633789062,77.9800033569336,77.9800033569336,54500,0.0,0.0
2024-05-22 00:00:00-04:00,78.19999694824219,78.8499984741211,74.91999816894531,75.05000305175781,75.05000305175781,48700,0.0,0.0
2024-05-23 00:00:00-04:00,75.41999816894531,76.13999938964844,74.54000091552734,74.94999694824219,74.94999694824219,50600,0.0,0.0
2024-05-24 00:00:00-04:00,75.37999725341797,75.37999725341797,74.18000030517578,75.08999633789062,75.08999633789062,37800,0.0,0.0
2024-05-28 00:00:00-04:00,75.56999969482422,75.76000213623047,74.55000305175781,74.55000305175781,74.55000305175781,30500,0.0,0.0
2024-05-29 00:00:00-04:00,74.4800033569336,74.62000274658203,73.62000274658203,73.76000213623047,73.76000213623047,37700,0.0,0.0
2024-05-30 00:00:00-04:00,74.22000122070312,74.72000122070312,73.5999984741211,74.62000274658203,74.62000274658203,32200,0.0,0.0
2024-05-31 00:00:00-04:00,74.68000030517578,75.79000091552734,74.31999969482422,74.4800033569336,74.4800033569336,47200,0.0,0.0
2024-06-03 00:00:00-04:00,75.12000274658203,75.12000274658203,73.5999984741211,73.76000213623047,73.76000213623047,27800,0.0,0.0
2024-06-04 00:00:00-04:00,74.0199966430664,74.06999969482422,73.5,73.87999725341797,73.87999725341797,32400,0.0,0.0
2024-06-05 00:00:00-04:00,74.12999725341797,74.23999786376953,73.5,73.9000015258789,73.9000015258789,24900,0.0,0.0
2024-06-06 00:00:00-04:00,73.75,74.37999725341797,73.5,74.2699966430664,74.2699966430664,23900,0.0,0.0
2024-06-07 00:00:00-04:00,74.2300033569336,75.18000030517578,74.11000061035156,74.13999938964844,74.13999938964844,33600,0.0,0.0
2024-06-10 00:00:00-04:00,73.83000183105469,74.7699966430664,73.80999755859375,74.4000015258789,74.4000015258789,37400,0.0,0.0
2024-06-11 00:00:00-04:00,73.86000061035156,74.19000244140625,73.54000091552734,73.80000305175781,73.80000305175781,51200,0.0,0.0
2024-06-12 00:00:00-04:00,74.83999633789062,74.87999725341797,73.95999908447266,74.05999755859375,74.05999755859375,49300,0.0,0.0
2024-06-13 00:00:00-04:00,73.9000015258789,75.58999633789062,73.77999877929688,75.58999633789062,75.58999633789062,33200,0.0,0.0
2024-06-14 00:00:00-04:00,74.83999633789062,74.83999633789062,73.83999633789062,74.2300033569336,74.2300033569336,56900,0.0,0.0
2024-06-17 00:00:00-04:00,74.41999816894531,74.41999816894531,73.06999969482422,73.5199966430664,73.5199966430664,74400,0.0,0.0
2024-06-18 00:00:00-04:00,73.51000213623047,73.62999725341797,72.06999969482422,72.91000366210938,72.91000366210938,91300,0.0,0.0
2024-06-20 00:00:00-04:00,72.62999725341797,74.37999725341797,72.62999725341797,73.62999725341797,73.62999725341797,82200,0.0,0.0
2024-06-21 00:00:00-04:00,73.83000183105469,74.7300033569336,73.33000183105469,73.45999908447266,73.45999908447266,583400,0.0,0.0
2024-06-24 00:00:00-04:00,73.83999633789062,74.08999633789062,73.05000305175781,74.01000213623047,74.01000213623047,82300,0.0,0.0
2024-06-25 00:00:00-04:00,73.63999938964844,74.23999786376953,72.97000122070312,73.56999969482422,73.56999969482422,65100,0.0,0.0
2024-06-26 00:00:00-04:00,73.31999969482422,74.72000122070312,73.19999694824219,74.62999725341797,74.62999725341797,38200,0.0,0.0
2024-06-27 00:00:00-04:00,74.55999755859375,74.6500015258789,73.55999755859375,74.27999877929688,74.27999877929688,40700,0.0,0.0
2024-06-28 00:00:00-04:00,74.83999633789062,75.79000091552734,74.83999633789062,75.12999725341797,75.12999725341797,87300,0.0,0.0
2024-07-01 00:00:00-04:00,75.05999755859375,75.20999908447266,71.41000366210938,71.44000244140625,71.44000244140625,52800,0.0,0.0
2024-07-02 00:00:00-04:00,71.12999725341797,72.31999969482422,70.62000274658203,71.94999694824219,71.94999694824219,38600,0.0,0.0
2024-07-03 00:00:00-04:00,72.11000061035156,72.11000061035156,71.23999786376953,71.31999969482422,71.31999969482422,15700,0.0,0.0
2024-07-05 00:00:00-04:00,70.93000030517578,70.93000030517578,69.58000183105469,70.4000015258789,70.4000015258789,36700,0.0,0.0
2024-07-08 00:00:00-04:00,70.66999816894531,71.51000213623047,70.22000122070312,70.80999755859375,70.80999755859375,36500,0.0,0.0
2024-07-09 00:00:00-04:00,70.80999755859375,72.02999877929688,70.80999755859375,71.44999694824219,71.44999694824219,36400,0.0,0.0
2024-07-10 00:00:00-04:00,71.7300033569336,72.27999877929688,71.55000305175781,71.98999786376953,71.98999786376953,22000,0.0,0.0
2024-07-11 00:00:00-04:00,73.0199966430664,74.23999786376953,73.0199966430664,73.80000305175781,73.80000305175781,33600,0.0,0.0
2024-07-12 00:00:00-04:00,74.48999786376953,74.8499984741211,73.80999755859375,74.30999755859375,74.30999755859375,27500,0.0,0.0
2024-07-15 00:00:00-04:00,74.94999694824219,75.86000061035156,74.44999694824219,74.54000091552734,74.54000091552734,33800,0.0,0.0
2024-07-16 00:00:00-04:00,75.05999755859375,77.75,75.05999755859375,77.5999984741211,77.5999984741211,32600,0.0,0.0
2024-07-17 00:00:00-04:00,76.91000366210938,78.93000030517578,76.91000366210938,77.68000030517578,77.68000030517578,53400,0.0,0.0
2024-07-18 00:00:00-04:00,77.26000213623047,78.7699966430664,76.2300033569336,76.33999633789062,76.33999633789062,35200,0.0,0.0
2024-07-19 00:00:00-04:00,76.51000213623047,77.20999908447266,74.66000366210938,75.08999633789062,75.08999633789062,33800,0.0,0.0
2024-07-22 00:00:00-04:00,74.77999877929688,76.80000305175781,74.5999984741211,76.6500015258789,76.6500015258789,29400,0.0,0.0
2024-07-23 00:00:00-04:00,76.47000122070312,78.7300033569336,76.4000015258789,78.43000030517578,78.43000030517578,30000,0.0,0.0
2024-07-24 00:00:00-04:00,78.05999755859375,79.0,76.87000274658203,77.06999969482422,77.06999969482422,42200,0.0,0.0
2024-07-25 00:00:00-04:00,77.37000274658203,79.0999984741211,77.37000274658203,78.0999984741211,78.0999984741211,31600,0.0,0.0
2024-07-26 00:00:00-04:00,79.26000213623047,79.26000213623047,77.12999725341797,77.91000366210938,77.91000366210938,34200,0.0,0.0
2024-07-29 00:00:00-04:00,78.0,78.0,76.43000030517578,77.16999816894531,77.16999816894531,24500,0.0,0.0
2024-07-30 00:00:00-04:00,77.08000183105469,77.7699966430664,76.80000305175781,77.22000122070312,77.22000122070312,18600,0.0,0.0
2024-07-31 00:00:00-04:00,76.91999816894531,78.23999786376953,76.04000091552734,76.47000122070312,76.47000122070312,32300,0.0,0.0
2024-08-01 00:00:00-04:00,76.0,76.0,74.63999938964844,75.45999908447266,75.45999908447266,24200,0.0,0.0
2024-08-02 00:00:00-04:00,74.41000366210938,75.54000091552734,74.01000213623047,74.41000366210938,74.41000366210938,31100,0.0,0.0
2024-08-05 00:00:00-04:00,72.97000122070312,73.29000091552734,71.83000183105469,72.83000183105469,72.83000183105469,32100,0.0,0.0
2024-08-06 00:00:00-04:00,72.72000122070312,73.48999786376953,72.33000183105469,72.87999725341797,72.87999725341797,25500,0.0,0.0
2024-08-07 00:00:00-04:00,73.27999877929688,73.27999877929688,72.18000030517578,72.44999694824219,72.44999694824219,16800,0.0,0.0
2024-08-08 00:00:00-04:00,72.69000244140625,73.41999816894531,72.41000366210938,73.01000213623047,73.01000213623047,24000,0.0,0.0
2024-08-09 00:00:00-04:00,73.11000061035156,73.68000030517578,72.31999969482422,72.8499984741211,72.8499984741211,27300,0.0,0.0
2024-08-12 00:00:00-04:00,73.05000305175781,73.22000122070312,70.87999725341797,71.11000061035156,71.11000061035156,25300,0.0,0.0
2024-08-13 00:00:00-04:00,71.2300033569336,72.69000244140625,70.44999694824219,72.43000030517578,72.43000030517578,27200,0.0,0.0
2024-08-14 00:00:00-04:00,71.83999633789062,72.5199966430664,71.62000274658203,71.86000061035156,71.86000061035156,20800,0.0,0.0
2024-08-15 00:00:00-04:00,72.91999816894531,73.55999755859375,72.1500015258789,72.87000274658203,72.87000274658203,28900,0.0,0.0
2024-08-16 00:00:00-04:00,72.87000274658203,73.58000183105469,72.4000015258789,73.20999908447266,73.20999908447266,37000,0.0,0.0
2024-08-19 00:00:00-04:00,72.94999694824219,73.98999786376953,72.87000274658203,73.5,73.5,25200,0.0,0.0
2024-08-20 00:00:00-04:00,73.38999938964844,73.4000015258789,72.70999908447266,73.20999908447266,73.20999908447266,21400,0.0,0.0
2024-08-21 00:00:00-04:00,74.0,74.18000030517578,72.79000091552734,74.12000274658203,74.12000274658203,31200,0.0,0.0
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits
2 2022-01-03 00:00:00-05:00 82.0 83.0999984741211 81.93000030517578 82.7699966430664 69.97517395019531 31600 0.0 0.0
3 2022-01-04 00:00:00-05:00 83.11000061035156 83.93000030517578 83.11000061035156 83.58000183105469 70.65996551513672 53300 0.0 0.0
4 2022-01-05 00:00:00-05:00 83.93000030517578 84.66999816894531 83.16999816894531 83.80000305175781 70.84595489501953 39600 0.0 0.0
5 2022-01-06 00:00:00-05:00 83.75 83.75 82.77999877929688 83.38999938964844 70.49932861328125 25400 0.0 0.0
6 2022-01-07 00:00:00-05:00 83.36000061035156 83.87999725341797 83.16000366210938 83.5199966430664 70.60923767089844 19700 0.0 0.0
7 2022-01-10 00:00:00-05:00 82.98999786376953 84.05999755859375 82.87000274658203 83.25 70.38097381591797 30300 0.0 0.0
8 2022-01-11 00:00:00-05:00 83.41999816894531 83.58000183105469 81.9000015258789 82.55000305175781 69.78919219970703 25300 0.0 0.0
9 2022-01-12 00:00:00-05:00 82.41999816894531 84.2699966430664 81.95999908447266 83.6500015258789 70.71914672851562 41300 0.0 0.0
10 2022-01-13 00:00:00-05:00 83.4800033569336 86.26000213623047 83.44000244140625 85.31999969482422 72.13098907470703 82200 0.0 0.0
11 2022-01-14 00:00:00-05:00 85.31999969482422 87.70999908447266 84.48999786376953 87.55000305175781 74.01627349853516 59100 0.0 0.0
12 2022-01-18 00:00:00-05:00 87.73999786376953 89.05000305175781 87.02999877929688 87.05999755859375 73.60200500488281 37000 0.0 0.0
13 2022-01-19 00:00:00-05:00 87.25 87.25 84.55000305175781 84.7300033569336 71.63219451904297 24500 0.0 0.0
14 2022-01-20 00:00:00-05:00 85.2699966430664 85.76000213623047 82.5 82.72000122070312 69.93290710449219 18300 0.0 0.0
15 2022-01-21 00:00:00-05:00 82.06999969482422 84.12000274658203 82.06999969482422 82.62000274658203 69.84835815429688 23000 0.0 0.0
16 2022-01-24 00:00:00-05:00 82.48999786376953 83.9000015258789 82.0 83.52999877929688 70.61769104003906 40000 0.0 0.0
17 2022-01-25 00:00:00-05:00 83.11000061035156 83.8499984741211 81.87999725341797 83.36000061035156 70.47396850585938 31200 0.0 0.0
18 2022-01-26 00:00:00-05:00 84.11000061035156 84.47000122070312 81.44999694824219 82.0199966430664 69.34111022949219 34500 0.0 0.0
19 2022-01-27 00:00:00-05:00 82.0199966430664 82.9800033569336 80.72000122070312 81.5199966430664 68.91839599609375 21500 0.0 0.0
20 2022-01-28 00:00:00-05:00 81.52999877929688 82.20999908447266 80.25 82.08999633789062 69.4002914428711 25600 0.0 0.0
21 2022-01-31 00:00:00-05:00 82.0 82.79000091552734 81.08000183105469 82.25 69.53555297851562 40700 0.0 0.0
22 2022-02-01 00:00:00-05:00 82.30999755859375 83.13999938964844 81.51000213623047 82.70999908447266 69.92445373535156 28400 0.0 0.0
23 2022-02-02 00:00:00-05:00 82.79000091552734 83.72000122070312 81.8499984741211 82.4000015258789 69.6623764038086 30700 0.0 0.0
24 2022-02-03 00:00:00-05:00 82.52999877929688 82.97000122070312 82.0 82.02999877929688 69.34957122802734 25400 0.0 0.0
25 2022-02-04 00:00:00-05:00 82.12000274658203 82.44999694824219 80.7699966430664 81.8499984741211 69.1973876953125 21700 0.0 0.0
26 2022-02-07 00:00:00-05:00 82.0 82.69000244140625 81.5 81.87999725341797 69.2227554321289 27400 0.0 0.0
27 2022-02-08 00:00:00-05:00 82.20999908447266 82.88999938964844 82.05000305175781 82.7699966430664 69.97517395019531 47500 0.0 0.0
28 2022-02-09 00:00:00-05:00 82.76000213623047 82.83000183105469 81.30000305175781 81.37999725341797 68.80004119873047 25700 0.0 0.0
29 2022-02-10 00:00:00-05:00 80.91000366210938 82.23999786376953 80.8499984741211 81.29000091552734 68.72396087646484 51900 0.0 0.0
30 2022-02-11 00:00:00-05:00 81.55000305175781 82.9800033569336 81.55000305175781 82.73999786376953 69.94981384277344 34900 0.0 0.0
31 2022-02-14 00:00:00-05:00 82.30999755859375 82.98999786376953 81.44999694824219 82.2300033569336 69.51864624023438 65800 0.0 0.0
32 2022-02-15 00:00:00-05:00 82.01000213623047 83.05999755859375 81.93000030517578 82.01000213623047 69.33265686035156 53300 0.0 0.0
33 2022-02-16 00:00:00-05:00 82.01000213623047 83.44999694824219 81.48999786376953 83.19000244140625 70.33025360107422 43700 0.0 0.0
34 2022-02-17 00:00:00-05:00 83.19000244140625 83.19000244140625 81.48999786376953 82.12000274658203 69.42565155029297 42700 0.0 0.0
35 2022-02-18 00:00:00-05:00 82.04000091552734 82.47000122070312 78.8499984741211 79.16000366210938 66.92322540283203 84800 0.0 0.0
36 2022-02-22 00:00:00-05:00 79.51000213623047 79.51000213623047 77.16999816894531 77.29000091552734 65.34229278564453 96100 0.0 0.0
37 2022-02-23 00:00:00-05:00 77.94000244140625 78.8499984741211 77.30000305175781 77.41999816894531 65.45219421386719 95300 0.0 0.0
38 2022-02-24 00:00:00-05:00 76.83999633789062 80.94000244140625 76.4000015258789 80.3499984741211 67.92926788330078 137100 0.0 0.0
39 2022-02-25 00:00:00-05:00 80.94999694824219 84.44999694824219 80.6500015258789 83.5 70.59233093261719 206800 0.0 0.0
40 2022-02-28 00:00:00-05:00 76.4800033569336 80.38999938964844 76.4800033569336 79.5 71.03911590576172 144300 4.5 0.0
41 2022-03-01 00:00:00-05:00 79.58000183105469 80.0 78.06999969482422 79.41999816894531 70.9676284790039 63900 0.0 0.0
42 2022-03-02 00:00:00-05:00 79.38999938964844 79.41999816894531 76.91999816894531 78.97000122070312 70.56552124023438 81100 0.0 0.0
43 2022-03-03 00:00:00-05:00 79.27999877929688 81.12999725341797 78.72000122070312 81.0999984741211 72.46882629394531 82300 0.0 0.0
44 2022-03-04 00:00:00-05:00 80.30999755859375 81.48999786376953 79.83999633789062 81.3499984741211 72.69222259521484 34500 0.0 0.0
45 2022-03-07 00:00:00-05:00 81.3499984741211 82.0 80.43000030517578 81.0999984741211 72.46882629394531 65400 0.0 0.0
46 2022-03-08 00:00:00-05:00 81.37000274658203 81.5199966430664 79.02999877929688 79.05000305175781 70.63700866699219 73000 0.0 0.0
47 2022-03-09 00:00:00-05:00 79.86000061035156 80.12999725341797 78.30999755859375 78.70999908447266 70.33319091796875 33700 0.0 0.0
48 2022-03-10 00:00:00-05:00 78.08999633789062 79.62999725341797 78.08999633789062 79.51000213623047 71.04804992675781 34700 0.0 0.0
49 2022-03-11 00:00:00-05:00 80.02999877929688 80.30999755859375 79.41000366210938 79.62999725341797 71.15528106689453 40000 0.0 0.0
50 2022-03-14 00:00:00-04:00 80.26000213623047 80.48999786376953 79.43000030517578 80.04000091552734 71.52164459228516 47100 0.0 0.0
51 2022-03-15 00:00:00-04:00 80.2300033569336 80.51000213623047 78.51000213623047 79.62000274658203 71.14634704589844 59900 0.0 0.0
52 2022-03-16 00:00:00-04:00 79.76000213623047 80.48999786376953 77.13999938964844 77.63999938964844 69.37706756591797 74000 0.0 0.0
53 2022-03-17 00:00:00-04:00 77.22000122070312 79.83999633789062 77.22000122070312 79.2699966430664 70.83358764648438 72300 0.0 0.0
54 2022-03-18 00:00:00-04:00 79.43000030517578 79.83000183105469 77.06999969482422 77.08000183105469 68.87667083740234 146700 0.0 0.0
55 2022-03-21 00:00:00-04:00 77.01000213623047 78.4000015258789 77.01000213623047 77.80999755859375 69.52896881103516 49100 0.0 0.0
56 2022-03-22 00:00:00-04:00 77.9800033569336 78.36000061035156 77.26000213623047 77.93000030517578 69.63619995117188 38400 0.0 0.0
57 2022-03-23 00:00:00-04:00 77.58000183105469 77.75 77.13999938964844 77.66000366210938 69.39494323730469 27100 0.0 0.0
58 2022-03-24 00:00:00-04:00 77.2699966430664 79.63999938964844 77.08999633789062 79.5999984741211 71.12847137451172 43500 0.0 0.0
59 2022-03-25 00:00:00-04:00 79.08999633789062 80.0 78.51000213623047 79.2699966430664 70.83358764648438 39900 0.0 0.0
60 2022-03-28 00:00:00-04:00 78.80999755859375 79.5 76.4000015258789 77.19999694824219 68.98389434814453 46100 0.0 0.0
61 2022-03-29 00:00:00-04:00 76.95999908447266 78.73999786376953 76.95999908447266 78.58999633789062 70.22595977783203 59400 0.0 0.0
62 2022-03-30 00:00:00-04:00 78.30000305175781 79.38999938964844 77.83999633789062 78.16000366210938 69.84173583984375 40100 0.0 0.0
63 2022-03-31 00:00:00-04:00 77.79000091552734 78.13999938964844 76.80000305175781 76.94999694824219 68.760498046875 35000 0.0 0.0
64 2022-04-01 00:00:00-04:00 77.38999938964844 78.29000091552734 76.94999694824219 78.19999694824219 69.87747192382812 43400 0.0 0.0
65 2022-04-04 00:00:00-04:00 77.75 78.31999969482422 76.76000213623047 78.31999969482422 69.98470306396484 36400 0.0 0.0
66 2022-04-05 00:00:00-04:00 77.86000061035156 79.05999755859375 77.86000061035156 78.31999969482422 69.98470306396484 44300 0.0 0.0
67 2022-04-06 00:00:00-04:00 78.0199966430664 78.76000213623047 77.1500015258789 77.37000274658203 69.13580322265625 46300 0.0 0.0
68 2022-04-07 00:00:00-04:00 77.16999816894531 79.02999877929688 76.79000091552734 78.91000366210938 70.51190948486328 41100 0.0 0.0
69 2022-04-08 00:00:00-04:00 79.11000061035156 79.19000244140625 77.16999816894531 77.3499984741211 69.11793518066406 39300 0.0 0.0
70 2022-04-11 00:00:00-04:00 77.51000213623047 77.8499984741211 76.0 76.47000122070312 68.33158874511719 51200 0.0 0.0
71 2022-04-12 00:00:00-04:00 76.9000015258789 77.70999908447266 76.56999969482422 77.0199966430664 68.82305145263672 44500 0.0 0.0
72 2022-04-13 00:00:00-04:00 76.87000274658203 77.9000015258789 76.72000122070312 77.63999938964844 69.37706756591797 33500 0.0 0.0
73 2022-04-14 00:00:00-04:00 78.13999938964844 78.4800033569336 77.11000061035156 77.5 69.25196838378906 33300 0.0 0.0
74 2022-04-18 00:00:00-04:00 77.26000213623047 78.4000015258789 77.1500015258789 77.58000183105469 69.32345581054688 24900 0.0 0.0
75 2022-04-19 00:00:00-04:00 77.66000366210938 78.45999908447266 77.29000091552734 77.33999633789062 69.10899353027344 24600 0.0 0.0
76 2022-04-20 00:00:00-04:00 77.69999694824219 78.98999786376953 77.63999938964844 78.4800033569336 70.12767791748047 34900 0.0 0.0
77 2022-04-21 00:00:00-04:00 79.25 79.30999755859375 78.0 78.0999984741211 69.7881088256836 27700 0.0 0.0
78 2022-04-22 00:00:00-04:00 78.26000213623047 78.73999786376953 76.58000183105469 76.58999633789062 68.43881225585938 22100 0.0 0.0
79 2022-04-25 00:00:00-04:00 76.41000366210938 77.48999786376953 74.83999633789062 76.93000030517578 68.74263000488281 66900 0.0 0.0
80 2022-04-26 00:00:00-04:00 76.62000274658203 77.23999786376953 75.7699966430664 75.77999877929688 67.71501922607422 29000 0.0 0.0
81 2022-04-27 00:00:00-04:00 76.19000244140625 76.4800033569336 73.80999755859375 74.0199966430664 66.14232635498047 38000 0.0 0.0
82 2022-04-28 00:00:00-04:00 74.7699966430664 74.79000091552734 73.41999816894531 74.02999877929688 66.1512680053711 28900 0.0 0.0
83 2022-04-29 00:00:00-04:00 73.37000274658203 74.18000030517578 71.11000061035156 71.12999725341797 63.559898376464844 36900 0.0 0.0
84 2022-05-02 00:00:00-04:00 70.5999984741211 72.61000061035156 70.5999984741211 72.13999938964844 64.46240997314453 44000 0.0 0.0
85 2022-05-03 00:00:00-04:00 72.23999786376953 73.58000183105469 71.45999908447266 73.08999633789062 65.3113021850586 41900 0.0 0.0
86 2022-05-04 00:00:00-04:00 73.33999633789062 74.6500015258789 73.33000183105469 74.5999984741211 66.66060638427734 29200 0.0 0.0
87 2022-05-05 00:00:00-04:00 74.08000183105469 74.26000213623047 72.7699966430664 73.48999786376953 65.66873168945312 38300 0.0 0.0
88 2022-05-06 00:00:00-04:00 73.12999725341797 73.45999908447266 72.06999969482422 72.9000015258789 65.14153289794922 42600 0.0 0.0
89 2022-05-09 00:00:00-04:00 72.47000122070312 73.25 71.80000305175781 72.83000183105469 65.0789794921875 33700 0.0 0.0
90 2022-05-10 00:00:00-04:00 73.36000061035156 73.9000015258789 70.94999694824219 71.31999969482422 63.729679107666016 30300 0.0 0.0
91 2022-05-11 00:00:00-04:00 71.27999877929688 72.52999877929688 70.2300033569336 70.52999877929688 63.02375793457031 33000 0.0 0.0
92 2022-05-12 00:00:00-04:00 70.5 71.1500015258789 69.13999938964844 70.05999755859375 62.60377883911133 29300 0.0 0.0
93 2022-05-13 00:00:00-04:00 70.19999694824219 70.4800033569336 68.87000274658203 70.05999755859375 62.60377883911133 36200 0.0 0.0
94 2022-05-16 00:00:00-04:00 70.31999969482422 71.91999816894531 70.29000091552734 71.08000183105469 63.51522445678711 33900 0.0 0.0
95 2022-05-17 00:00:00-04:00 71.69000244140625 73.43000030517578 71.55999755859375 72.41999816894531 64.71261596679688 37100 0.0 0.0
96 2022-05-18 00:00:00-04:00 72.23999786376953 72.69999694824219 70.62000274658203 71.12000274658203 63.550968170166016 51200 0.0 0.0
97 2022-05-19 00:00:00-04:00 70.33000183105469 70.69999694824219 69.16000366210938 69.25 61.87998580932617 62500 0.0 0.0
98 2022-05-20 00:00:00-04:00 69.86000061035156 69.86000061035156 65.54000091552734 66.11000061035156 59.07416534423828 161100 0.0 0.0
99 2022-05-23 00:00:00-04:00 66.52999877929688 68.88999938964844 66.19000244140625 68.33000183105469 61.057899475097656 38100 0.0 0.0
100 2022-05-24 00:00:00-04:00 68.20999908447266 69.55000305175781 67.08999633789062 69.16000366210938 61.799564361572266 35900 0.0 0.0
101 2022-05-25 00:00:00-04:00 68.88999938964844 69.5199966430664 67.7300033569336 68.33999633789062 61.066829681396484 39000 0.0 0.0
102 2022-05-26 00:00:00-04:00 68.98999786376953 69.56999969482422 68.01000213623047 68.01000213623047 60.77195358276367 21600 0.0 0.0
103 2022-05-27 00:00:00-04:00 68.4800033569336 69.01000213623047 67.61000061035156 68.41000366210938 61.12938690185547 23300 0.0 0.0
104 2022-05-31 00:00:00-04:00 67.81999969482422 69.22000122070312 67.18000030517578 67.58999633789062 60.396644592285156 31200 0.0 0.0
105 2022-06-01 00:00:00-04:00 67.58999633789062 68.4000015258789 67.04000091552734 68.2300033569336 60.96854019165039 29000 0.0 0.0
106 2022-06-02 00:00:00-04:00 68.13999938964844 69.4000015258789 67.36000061035156 68.95999908447266 61.620845794677734 30000 0.0 0.0
107 2022-06-03 00:00:00-04:00 69.08999633789062 69.98999786376953 68.25 69.13999938964844 61.78169250488281 31000 0.0 0.0
108 2022-06-06 00:00:00-04:00 69.4000015258789 69.72000122070312 68.9800033569336 69.16999816894531 61.80849838256836 24500 0.0 0.0
109 2022-06-07 00:00:00-04:00 68.9800033569336 70.0999984741211 68.94999694824219 70.05999755859375 62.60377883911133 20100 0.0 0.0
110 2022-06-08 00:00:00-04:00 70.06999969482422 70.36000061035156 68.9000015258789 69.05999755859375 61.710205078125 20800 0.0 0.0
111 2022-06-09 00:00:00-04:00 68.63999938964844 69.54000091552734 67.58999633789062 67.66000366210938 60.45920944213867 24000 0.0 0.0
112 2022-06-10 00:00:00-04:00 67.30000305175781 67.33999633789062 66.5 66.87000274658203 59.75328063964844 25800 0.0 0.0
113 2022-06-13 00:00:00-04:00 66.04000091552734 66.12999725341797 64.73999786376953 65.05000305175781 58.12697982788086 33000 0.0 0.0
114 2022-06-14 00:00:00-04:00 65.05000305175781 65.05000305175781 62.65999984741211 62.79999923706055 56.116432189941406 34200 0.0 0.0
115 2022-06-15 00:00:00-04:00 63.529998779296875 63.529998779296875 62.0 62.45000076293945 55.803680419921875 25200 0.0 0.0
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552 2024-03-13 00:00:00-04:00 76.0 76.94000244140625 76.0 76.5 76.5 31000 0.0 0.0
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563 2024-03-28 00:00:00-04:00 82.0 83.80000305175781 81.8499984741211 83.80000305175781 83.80000305175781 60200 0.0 0.0
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578 2024-04-19 00:00:00-04:00 79.76000213623047 81.62999725341797 79.76000213623047 81.5999984741211 81.5999984741211 29400 0.0 0.0
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584 2024-04-29 00:00:00-04:00 82.45999908447266 83.08999633789062 81.66999816894531 82.0199966430664 82.0199966430664 22800 0.0 0.0
585 2024-04-30 00:00:00-04:00 81.5999984741211 82.80000305175781 81.44000244140625 81.98999786376953 81.98999786376953 28800 0.0 0.0
586 2024-05-01 00:00:00-04:00 82.45999908447266 84.08000183105469 82.45999908447266 83.12999725341797 83.12999725341797 38000 0.0 0.0
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588 2024-05-03 00:00:00-04:00 84.45999908447266 84.83000183105469 83.3499984741211 84.08000183105469 84.08000183105469 18400 0.0 0.0
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592 2024-05-09 00:00:00-04:00 86.08000183105469 86.08000183105469 85.0199966430664 85.8499984741211 85.8499984741211 16200 0.0 0.0
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595 2024-05-14 00:00:00-04:00 81.58000183105469 81.58000183105469 79.16000366210938 79.88999938964844 79.88999938964844 46500 0.0 0.0
596 2024-05-15 00:00:00-04:00 80.0 81.37000274658203 79.5 81.30999755859375 81.30999755859375 75900 0.0 0.0
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599 2024-05-20 00:00:00-04:00 80.12999725341797 80.94000244140625 79.94000244140625 80.08000183105469 80.08000183105469 41400 0.0 0.0
600 2024-05-21 00:00:00-04:00 79.76000213623047 80.2699966430664 77.83999633789062 77.9800033569336 77.9800033569336 54500 0.0 0.0
601 2024-05-22 00:00:00-04:00 78.19999694824219 78.8499984741211 74.91999816894531 75.05000305175781 75.05000305175781 48700 0.0 0.0
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611 2024-06-06 00:00:00-04:00 73.75 74.37999725341797 73.5 74.2699966430664 74.2699966430664 23900 0.0 0.0
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615 2024-06-12 00:00:00-04:00 74.83999633789062 74.87999725341797 73.95999908447266 74.05999755859375 74.05999755859375 49300 0.0 0.0
616 2024-06-13 00:00:00-04:00 73.9000015258789 75.58999633789062 73.77999877929688 75.58999633789062 75.58999633789062 33200 0.0 0.0
617 2024-06-14 00:00:00-04:00 74.83999633789062 74.83999633789062 73.83999633789062 74.2300033569336 74.2300033569336 56900 0.0 0.0
618 2024-06-17 00:00:00-04:00 74.41999816894531 74.41999816894531 73.06999969482422 73.5199966430664 73.5199966430664 74400 0.0 0.0
619 2024-06-18 00:00:00-04:00 73.51000213623047 73.62999725341797 72.06999969482422 72.91000366210938 72.91000366210938 91300 0.0 0.0
620 2024-06-20 00:00:00-04:00 72.62999725341797 74.37999725341797 72.62999725341797 73.62999725341797 73.62999725341797 82200 0.0 0.0
621 2024-06-21 00:00:00-04:00 73.83000183105469 74.7300033569336 73.33000183105469 73.45999908447266 73.45999908447266 583400 0.0 0.0
622 2024-06-24 00:00:00-04:00 73.83999633789062 74.08999633789062 73.05000305175781 74.01000213623047 74.01000213623047 82300 0.0 0.0
623 2024-06-25 00:00:00-04:00 73.63999938964844 74.23999786376953 72.97000122070312 73.56999969482422 73.56999969482422 65100 0.0 0.0
624 2024-06-26 00:00:00-04:00 73.31999969482422 74.72000122070312 73.19999694824219 74.62999725341797 74.62999725341797 38200 0.0 0.0
625 2024-06-27 00:00:00-04:00 74.55999755859375 74.6500015258789 73.55999755859375 74.27999877929688 74.27999877929688 40700 0.0 0.0
626 2024-06-28 00:00:00-04:00 74.83999633789062 75.79000091552734 74.83999633789062 75.12999725341797 75.12999725341797 87300 0.0 0.0
627 2024-07-01 00:00:00-04:00 75.05999755859375 75.20999908447266 71.41000366210938 71.44000244140625 71.44000244140625 52800 0.0 0.0
628 2024-07-02 00:00:00-04:00 71.12999725341797 72.31999969482422 70.62000274658203 71.94999694824219 71.94999694824219 38600 0.0 0.0
629 2024-07-03 00:00:00-04:00 72.11000061035156 72.11000061035156 71.23999786376953 71.31999969482422 71.31999969482422 15700 0.0 0.0
630 2024-07-05 00:00:00-04:00 70.93000030517578 70.93000030517578 69.58000183105469 70.4000015258789 70.4000015258789 36700 0.0 0.0
631 2024-07-08 00:00:00-04:00 70.66999816894531 71.51000213623047 70.22000122070312 70.80999755859375 70.80999755859375 36500 0.0 0.0
632 2024-07-09 00:00:00-04:00 70.80999755859375 72.02999877929688 70.80999755859375 71.44999694824219 71.44999694824219 36400 0.0 0.0
633 2024-07-10 00:00:00-04:00 71.7300033569336 72.27999877929688 71.55000305175781 71.98999786376953 71.98999786376953 22000 0.0 0.0
634 2024-07-11 00:00:00-04:00 73.0199966430664 74.23999786376953 73.0199966430664 73.80000305175781 73.80000305175781 33600 0.0 0.0
635 2024-07-12 00:00:00-04:00 74.48999786376953 74.8499984741211 73.80999755859375 74.30999755859375 74.30999755859375 27500 0.0 0.0
636 2024-07-15 00:00:00-04:00 74.94999694824219 75.86000061035156 74.44999694824219 74.54000091552734 74.54000091552734 33800 0.0 0.0
637 2024-07-16 00:00:00-04:00 75.05999755859375 77.75 75.05999755859375 77.5999984741211 77.5999984741211 32600 0.0 0.0
638 2024-07-17 00:00:00-04:00 76.91000366210938 78.93000030517578 76.91000366210938 77.68000030517578 77.68000030517578 53400 0.0 0.0
639 2024-07-18 00:00:00-04:00 77.26000213623047 78.7699966430664 76.2300033569336 76.33999633789062 76.33999633789062 35200 0.0 0.0
640 2024-07-19 00:00:00-04:00 76.51000213623047 77.20999908447266 74.66000366210938 75.08999633789062 75.08999633789062 33800 0.0 0.0
641 2024-07-22 00:00:00-04:00 74.77999877929688 76.80000305175781 74.5999984741211 76.6500015258789 76.6500015258789 29400 0.0 0.0
642 2024-07-23 00:00:00-04:00 76.47000122070312 78.7300033569336 76.4000015258789 78.43000030517578 78.43000030517578 30000 0.0 0.0
643 2024-07-24 00:00:00-04:00 78.05999755859375 79.0 76.87000274658203 77.06999969482422 77.06999969482422 42200 0.0 0.0
644 2024-07-25 00:00:00-04:00 77.37000274658203 79.0999984741211 77.37000274658203 78.0999984741211 78.0999984741211 31600 0.0 0.0
645 2024-07-26 00:00:00-04:00 79.26000213623047 79.26000213623047 77.12999725341797 77.91000366210938 77.91000366210938 34200 0.0 0.0
646 2024-07-29 00:00:00-04:00 78.0 78.0 76.43000030517578 77.16999816894531 77.16999816894531 24500 0.0 0.0
647 2024-07-30 00:00:00-04:00 77.08000183105469 77.7699966430664 76.80000305175781 77.22000122070312 77.22000122070312 18600 0.0 0.0
648 2024-07-31 00:00:00-04:00 76.91999816894531 78.23999786376953 76.04000091552734 76.47000122070312 76.47000122070312 32300 0.0 0.0
649 2024-08-01 00:00:00-04:00 76.0 76.0 74.63999938964844 75.45999908447266 75.45999908447266 24200 0.0 0.0
650 2024-08-02 00:00:00-04:00 74.41000366210938 75.54000091552734 74.01000213623047 74.41000366210938 74.41000366210938 31100 0.0 0.0
651 2024-08-05 00:00:00-04:00 72.97000122070312 73.29000091552734 71.83000183105469 72.83000183105469 72.83000183105469 32100 0.0 0.0
652 2024-08-06 00:00:00-04:00 72.72000122070312 73.48999786376953 72.33000183105469 72.87999725341797 72.87999725341797 25500 0.0 0.0
653 2024-08-07 00:00:00-04:00 73.27999877929688 73.27999877929688 72.18000030517578 72.44999694824219 72.44999694824219 16800 0.0 0.0
654 2024-08-08 00:00:00-04:00 72.69000244140625 73.41999816894531 72.41000366210938 73.01000213623047 73.01000213623047 24000 0.0 0.0
655 2024-08-09 00:00:00-04:00 73.11000061035156 73.68000030517578 72.31999969482422 72.8499984741211 72.8499984741211 27300 0.0 0.0
656 2024-08-12 00:00:00-04:00 73.05000305175781 73.22000122070312 70.87999725341797 71.11000061035156 71.11000061035156 25300 0.0 0.0
657 2024-08-13 00:00:00-04:00 71.2300033569336 72.69000244140625 70.44999694824219 72.43000030517578 72.43000030517578 27200 0.0 0.0
658 2024-08-14 00:00:00-04:00 71.83999633789062 72.5199966430664 71.62000274658203 71.86000061035156 71.86000061035156 20800 0.0 0.0
659 2024-08-15 00:00:00-04:00 72.91999816894531 73.55999755859375 72.1500015258789 72.87000274658203 72.87000274658203 28900 0.0 0.0
660 2024-08-16 00:00:00-04:00 72.87000274658203 73.58000183105469 72.4000015258789 73.20999908447266 73.20999908447266 37000 0.0 0.0
661 2024-08-19 00:00:00-04:00 72.94999694824219 73.98999786376953 72.87000274658203 73.5 73.5 25200 0.0 0.0
662 2024-08-20 00:00:00-04:00 73.38999938964844 73.4000015258789 72.70999908447266 73.20999908447266 73.20999908447266 21400 0.0 0.0
663 2024-08-21 00:00:00-04:00 74.0 74.18000030517578 72.79000091552734 74.12000274658203 74.12000274658203 31200 0.0 0.0

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Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-01-03 00:00:00+01:00,20.400468826293945,20.80828094482422,20.400468826293945,20.629241943359375,11.042257308959961,559352,0.0,0.0
2022-01-03 00:00:00+01:00,20.400468826293945,20.80828094482422,20.400468826293945,20.629241943359375,11.042256355285645,559352,0.0,0.0
2022-01-04 00:00:00+01:00,20.649133682250977,20.897798538208008,20.5098819732666,20.848066329956055,11.15938663482666,930594,0.0,0.0
2022-01-05 00:00:00+01:00,20.897798538208008,21.126571655273438,20.838119506835938,21.126571655273438,11.308463096618652,572100,0.0,0.0
2022-01-06 00:00:00+01:00,20.887853622436523,21.126571655273438,20.599401473999023,20.967424392700195,11.223275184631348,532086,0.0,0.0
2022-01-06 00:00:00+01:00,20.887853622436523,21.126571655273438,20.599401473999023,20.967424392700195,11.22327709197998,532086,0.0,0.0
2022-01-07 00:00:00+01:00,21.007211685180664,21.186250686645508,20.867958068847656,21.126571655273438,11.308463096618652,698666,0.0,0.0
2022-01-10 00:00:00+01:00,21.186250686645508,21.245929718017578,20.997264862060547,21.05694580078125,11.271193504333496,972438,0.0,0.0
2022-01-11 00:00:00+01:00,21.226036071777344,21.514488220214844,21.226036071777344,21.37523651123047,11.441567420959473,894602,0.0,0.0
2022-01-12 00:00:00+01:00,21.564220428466797,21.604007720947266,21.0469970703125,21.216089248657227,11.356378555297852,838352,0.0,0.0
2022-01-13 00:00:00+01:00,20.897798538208008,21.14646339416504,20.897798538208008,21.14646339416504,12.180269241333008,514241,1.5,0.0
2022-01-14 00:00:00+01:00,20.897798538208008,21.066890716552734,20.80828094482422,21.0271053314209,12.111518859863281,708327,0.0,0.0
2022-01-17 00:00:00+01:00,21.106678009033203,21.633846282958984,21.0469970703125,21.554275512695312,12.415165901184082,947841,0.0,0.0
2022-01-18 00:00:00+01:00,21.454809188842773,21.484647750854492,21.156410217285156,21.405075073242188,12.329227447509766,966355,0.0,0.0
2022-01-19 00:00:00+01:00,21.37523651123047,21.822832107543945,21.295663833618164,21.78304672241211,12.546936988830566,1597827,0.0,0.0
2022-01-20 00:00:00+01:00,21.802940368652344,22.111284255981445,21.544328689575195,21.981977462768555,12.661520004272461,1563328,0.0,0.0
2022-01-21 00:00:00+01:00,21.74325942993164,21.94219207763672,21.415021896362305,21.65374183654785,12.47245979309082,1539782,0.0,0.0
2022-01-10 00:00:00+01:00,21.186250686645508,21.245929718017578,20.997264862060547,21.05694580078125,11.271194458007812,972438,0.0,0.0
2022-01-11 00:00:00+01:00,21.226036071777344,21.514488220214844,21.226036071777344,21.37523651123047,11.441566467285156,894602,0.0,0.0
2022-01-12 00:00:00+01:00,21.564220428466797,21.604007720947266,21.0469970703125,21.216089248657227,11.356379508972168,838352,0.0,0.0
2022-01-13 00:00:00+01:00,20.897798538208008,21.14646339416504,20.897798538208008,21.14646339416504,12.180268287658691,514241,1.5,0.0
2022-01-14 00:00:00+01:00,20.897798538208008,21.066890716552734,20.80828094482422,21.0271053314209,12.111517906188965,708327,0.0,0.0
2022-01-17 00:00:00+01:00,21.106678009033203,21.633846282958984,21.0469970703125,21.554275512695312,12.415164947509766,947841,0.0,0.0
2022-01-18 00:00:00+01:00,21.454809188842773,21.484647750854492,21.156410217285156,21.405075073242188,12.32922649383545,966355,0.0,0.0
2022-01-19 00:00:00+01:00,21.37523651123047,21.822832107543945,21.295663833618164,21.78304672241211,12.5469388961792,1597827,0.0,0.0
2022-01-20 00:00:00+01:00,21.802940368652344,22.111284255981445,21.544328689575195,21.981977462768555,12.661521911621094,1563328,0.0,0.0
2022-01-21 00:00:00+01:00,21.74325942993164,21.94219207763672,21.415021896362305,21.65374183654785,12.472458839416504,1539782,0.0,0.0
2022-01-24 00:00:00+01:00,21.484647750854492,21.58411407470703,20.887853622436523,20.997264862060547,12.094330787658691,1334240,0.0,0.0
2022-01-25 00:00:00+01:00,21.156410217285156,21.186250686645508,20.877906799316406,20.917692184448242,12.04849910736084,1198631,0.0,0.0
2022-01-26 00:00:00+01:00,20.997264862060547,21.72336769104004,20.997264862060547,21.415021896362305,12.33495807647705,913216,0.0,0.0
2022-01-27 00:00:00+01:00,21.11662483215332,21.862619400024414,21.0469970703125,21.6437931060791,12.466729164123535,765306,0.0,0.0
2022-01-28 00:00:00+01:00,21.554275512695312,21.65374183654785,21.126571655273438,21.484647750854492,12.37506103515625,1109097,0.0,0.0
2022-01-31 00:00:00+01:00,21.6239013671875,21.65374183654785,21.066890716552734,21.186250686645508,12.203185081481934,999557,0.0,0.0
2022-01-25 00:00:00+01:00,21.156410217285156,21.186250686645508,20.877906799316406,20.917692184448242,12.048497200012207,1198631,0.0,0.0
2022-01-26 00:00:00+01:00,20.997264862060547,21.72336769104004,20.997264862060547,21.415021896362305,12.334957122802734,913216,0.0,0.0
2022-01-27 00:00:00+01:00,21.11662483215332,21.862619400024414,21.0469970703125,21.6437931060791,12.466727256774902,765306,0.0,0.0
2022-01-28 00:00:00+01:00,21.554275512695312,21.65374183654785,21.126571655273438,21.484647750854492,12.375060081481934,1109097,0.0,0.0
2022-01-31 00:00:00+01:00,21.6239013671875,21.65374183654785,21.066890716552734,21.186250686645508,12.20318603515625,999557,0.0,0.0
2022-02-01 00:00:00+01:00,21.27577018737793,21.405075073242188,21.05694580078125,21.11662483215332,12.163081169128418,732572,0.0,0.0
2022-02-02 00:00:00+01:00,21.52443504333496,22.021764755249023,21.454809188842773,21.753206253051758,12.529748916625977,1195479,0.0,0.0
2022-02-03 00:00:00+01:00,21.773099899291992,21.892459869384766,21.6239013671875,21.773099899291992,12.541210174560547,906159,0.0,0.0
2022-02-04 00:00:00+01:00,21.87256622314453,21.87256622314453,21.345396041870117,21.424968719482422,12.34068489074707,763864,0.0,0.0
2022-02-07 00:00:00+01:00,21.574167251586914,21.574167251586914,21.265823364257812,21.415021896362305,12.33495807647705,382854,0.0,0.0
2022-02-08 00:00:00+01:00,21.36528968811035,21.78304672241211,21.36528968811035,21.713420867919922,12.506834030151367,1006721,0.0,0.0
2022-02-09 00:00:00+01:00,21.812885284423828,21.991924285888672,21.733312606811523,21.981977462768555,12.661520004272461,893571,0.0,0.0
2022-02-02 00:00:00+01:00,21.52443504333496,22.021764755249023,21.454809188842773,21.753206253051758,12.52974796295166,1195479,0.0,0.0
2022-02-03 00:00:00+01:00,21.773099899291992,21.892459869384766,21.6239013671875,21.773099899291992,12.541208267211914,906159,0.0,0.0
2022-02-04 00:00:00+01:00,21.87256622314453,21.87256622314453,21.345396041870117,21.424968719482422,12.340685844421387,763864,0.0,0.0
2022-02-07 00:00:00+01:00,21.574167251586914,21.574167251586914,21.265823364257812,21.415021896362305,12.334957122802734,382854,0.0,0.0
2022-02-08 00:00:00+01:00,21.36528968811035,21.78304672241211,21.36528968811035,21.713420867919922,12.506832122802734,1006721,0.0,0.0
2022-02-09 00:00:00+01:00,21.812885284423828,21.991924285888672,21.733312606811523,21.981977462768555,12.661521911621094,893571,0.0,0.0
2022-02-10 00:00:00+01:00,22.021764755249023,22.210750579833984,21.962085723876953,22.041658401489258,12.69589614868164,851844,0.0,0.0
2022-02-11 00:00:00+01:00,21.882511138916016,22.06155014038086,21.713420867919922,21.882511138916016,12.604229927062988,893486,0.0,0.0
2022-02-14 00:00:00+01:00,21.514488220214844,21.514488220214844,20.818225860595703,21.14646339416504,12.180269241333008,1234728,0.0,0.0
2022-02-15 00:00:00+01:00,21.007211685180664,21.713420867919922,20.967424392700195,21.673633575439453,12.483916282653809,687285,0.0,0.0
2022-02-16 00:00:00+01:00,21.713420867919922,22.06155014038086,21.713420867919922,22.06155014038086,12.707352638244629,798177,0.0,0.0
2022-02-11 00:00:00+01:00,21.882511138916016,22.06155014038086,21.713420867919922,21.882511138916016,12.604228019714355,893486,0.0,0.0
2022-02-14 00:00:00+01:00,21.514488220214844,21.514488220214844,20.818225860595703,21.14646339416504,12.180268287658691,1234728,0.0,0.0
2022-02-15 00:00:00+01:00,21.007211685180664,21.713420867919922,20.967424392700195,21.673633575439453,12.483914375305176,687285,0.0,0.0
2022-02-16 00:00:00+01:00,21.713420867919922,22.06155014038086,21.713420867919922,22.06155014038086,12.707353591918945,798177,0.0,0.0
2022-02-17 00:00:00+01:00,22.021764755249023,22.081443786621094,21.763153076171875,21.832778930664062,12.575582504272461,684218,0.0,0.0
2022-02-18 00:00:00+01:00,21.832778930664062,21.892459869384766,21.385181427001953,21.544328689575195,12.40943717956543,737030,0.0,0.0
2022-02-18 00:00:00+01:00,21.832778930664062,21.892459869384766,21.385181427001953,21.544328689575195,12.409436225891113,737030,0.0,0.0
2022-02-21 00:00:00+01:00,21.673633575439453,21.68358039855957,20.92763900756836,21.126571655273438,12.168810844421387,677844,0.0,0.0
2022-02-22 00:00:00+01:00,20.529775619506836,21.196197509765625,20.32089614868164,20.95747947692871,12.071414947509766,1273455,0.0,0.0
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2022-09-07 00:00:00+02:00,15.616155624389648,16.264673233032227,15.58034896850586,16.21295166015625,10.704462051391602,819365,0.0,0.0
2022-09-08 00:00:00+02:00,16.292524337768555,16.364139556884766,15.954340934753418,16.14133644104004,10.65717887878418,690130,0.0,0.0
2022-09-09 00:00:00+02:00,16.19305992126465,16.575008392333984,16.19305992126465,16.427799224853516,10.8463134765625,623223,0.0,0.0
2022-09-12 00:00:00+02:00,16.614795684814453,17.076316833496094,16.571029663085938,16.98480796813965,11.21407413482666,880959,0.0,0.0
2022-09-13 00:00:00+02:00,17.02061653137207,17.549774169921875,16.698345184326172,16.722217559814453,11.040700912475586,1949078,0.0,0.0
2022-09-13 00:00:00+02:00,17.02061653137207,17.549774169921875,16.698345184326172,16.722217559814453,11.04069995880127,1949078,0.0,0.0
2022-09-14 00:00:00+02:00,16.55511474609375,16.65458106994629,16.06574249267578,16.316396713256836,10.772761344909668,1147799,0.0,0.0
2022-09-15 00:00:00+02:00,16.316396713256836,16.50737190246582,16.01799964904785,16.12542152404785,10.646672248840332,704698,0.0,0.0
2022-09-15 00:00:00+02:00,16.316396713256836,16.50737190246582,16.01799964904785,16.12542152404785,10.646671295166016,704698,0.0,0.0
2022-09-16 00:00:00+02:00,15.92648983001709,16.05380630493164,15.647985458374023,15.954340934753418,10.533716201782227,1934284,0.0,0.0
2022-09-19 00:00:00+02:00,15.890682220458984,16.419841766357422,15.791215896606445,16.368118286132812,10.806909561157227,961766,0.0,0.0
2022-09-20 00:00:00+02:00,16.44769287109375,16.55511474609375,15.930468559265137,15.99412727355957,10.559985160827637,712846,0.0,0.0
2022-09-21 00:00:00+02:00,15.894660949707031,16.137357711791992,15.815088272094727,16.1294002532959,10.649298667907715,557165,0.0,0.0
2022-09-22 00:00:00+02:00,15.727558135986328,16.197038650512695,15.667879104614258,16.069721221923828,10.609896659851074,892616,0.0,0.0
2022-09-23 00:00:00+02:00,16.0418701171875,16.161230087280273,15.64002799987793,15.854874610900879,10.46804428100586,1425407,0.0,0.0
2022-09-26 00:00:00+02:00,15.675835609436035,16.037891387939453,15.604220390319824,15.604220390319824,10.302552223205566,823367,0.0,0.0
2022-09-19 00:00:00+02:00,15.890682220458984,16.419841766357422,15.791215896606445,16.368118286132812,10.806910514831543,961766,0.0,0.0
2022-09-20 00:00:00+02:00,16.44769287109375,16.55511474609375,15.930468559265137,15.99412727355957,10.559986114501953,712846,0.0,0.0
2022-09-21 00:00:00+02:00,15.894660949707031,16.137357711791992,15.815088272094727,16.1294002532959,10.649297714233398,557165,0.0,0.0
2022-09-22 00:00:00+02:00,15.727558135986328,16.197038650512695,15.667879104614258,16.069721221923828,10.609895706176758,892616,0.0,0.0
2022-09-23 00:00:00+02:00,16.0418701171875,16.161230087280273,15.64002799987793,15.854874610900879,10.468045234680176,1425407,0.0,0.0
2022-09-26 00:00:00+02:00,15.675835609436035,16.037891387939453,15.604220390319824,15.604220390319824,10.302553176879883,823367,0.0,0.0
2022-09-27 00:00:00+02:00,15.6360502243042,15.886704444885254,15.492818832397461,15.687771797180176,10.35771656036377,1239006,0.0,0.0
2022-09-28 00:00:00+02:00,15.433138847351074,16.109508514404297,15.170549392700195,15.990147590637207,10.557358741760254,1753368,0.0,0.0
2022-09-28 00:00:00+02:00,15.433138847351074,16.109508514404297,15.170549392700195,15.990147590637207,10.557356834411621,1753368,0.0,0.0
2022-09-29 00:00:00+02:00,15.986169815063477,15.986169815063477,15.40926742553711,15.516690254211426,10.24476146697998,1373640,0.0,0.0
2022-09-30 00:00:00+02:00,15.6360502243042,15.894660949707031,15.528626441955566,15.842939376831055,10.460165023803711,1225082,0.0,0.0
2022-10-03 00:00:00+02:00,15.671856880187988,16.419841766357422,15.628091812133789,16.34822654724121,10.793777465820312,968647,0.0,0.0
2022-10-04 00:00:00+02:00,16.618772506713867,17.267290115356445,16.618772506713867,17.267290115356445,11.400579452514648,1425231,0.0,0.0
2022-10-05 00:00:00+02:00,17.100189208984375,17.35084342956543,17.016637802124023,17.08029556274414,11.277119636535645,1216119,0.0,0.0
2022-10-06 00:00:00+02:00,17.203632354736328,17.32697105407715,16.88534164428711,16.976850509643555,11.208820343017578,825166,0.0,0.0
2022-10-07 00:00:00+02:00,16.976850509643555,17.12803840637207,16.65458106994629,16.730175018310547,11.045955657958984,839674,0.0,0.0
2022-10-10 00:00:00+02:00,16.610815048217773,17.56966781616211,16.586944580078125,17.402565002441406,11.48989486694336,1029281,0.0,0.0
2022-10-11 00:00:00+02:00,17.088253021240234,17.23944091796875,16.284568786621094,16.463605880737305,10.869955062866211,2020228,0.0,0.0
2022-10-12 00:00:00+02:00,16.499414443969727,16.929107666015625,16.320375442504883,16.789854049682617,11.085357666015625,1510536,0.0,0.0
2022-10-13 00:00:00+02:00,16.694366455078125,17.17976188659668,16.384033203125,17.17976188659668,11.342789649963379,1551570,0.0,0.0
2022-10-14 00:00:00+02:00,17.525903701782227,17.69300651550293,16.841577529907227,17.012659072875977,11.232462882995605,1388605,0.0,0.0
2022-10-03 00:00:00+02:00,15.671856880187988,16.419841766357422,15.628091812133789,16.34822654724121,10.793776512145996,968647,0.0,0.0
2022-10-04 00:00:00+02:00,16.618772506713867,17.267290115356445,16.618772506713867,17.267290115356445,11.400580406188965,1425231,0.0,0.0
2022-10-05 00:00:00+02:00,17.100189208984375,17.35084342956543,17.016637802124023,17.08029556274414,11.277118682861328,1216119,0.0,0.0
2022-10-06 00:00:00+02:00,17.203632354736328,17.32697105407715,16.88534164428711,16.976850509643555,11.208819389343262,825166,0.0,0.0
2022-10-07 00:00:00+02:00,16.976850509643555,17.12803840637207,16.65458106994629,16.730175018310547,11.045954704284668,839674,0.0,0.0
2022-10-10 00:00:00+02:00,16.610815048217773,17.56966781616211,16.586944580078125,17.402565002441406,11.489893913269043,1029281,0.0,0.0
2022-10-11 00:00:00+02:00,17.088253021240234,17.23944091796875,16.284568786621094,16.463605880737305,10.869954109191895,2020228,0.0,0.0
2022-10-12 00:00:00+02:00,16.499414443969727,16.929107666015625,16.320375442504883,16.789854049682617,11.085356712341309,1510536,0.0,0.0
2022-10-13 00:00:00+02:00,16.694366455078125,17.17976188659668,16.384033203125,17.17976188659668,11.342791557312012,1551570,0.0,0.0
2022-10-14 00:00:00+02:00,17.525903701782227,17.69300651550293,16.841577529907227,17.012659072875977,11.232461929321289,1388605,0.0,0.0
2022-10-17 00:00:00+02:00,17.012659072875977,17.49407386779785,16.913192749023438,17.287185668945312,11.413715362548828,857670,0.0,0.0
2022-10-18 00:00:00+02:00,17.43439483642578,17.951616287231445,17.39858627319336,17.617412567138672,11.631745338439941,1118895,0.0,0.0
2022-10-18 00:00:00+02:00,17.43439483642578,17.951616287231445,17.39858627319336,17.617412567138672,11.631746292114258,1118895,0.0,0.0
2022-10-19 00:00:00+02:00,17.732791900634766,17.820322036743164,17.565689086914062,17.58160400390625,11.60810375213623,659672,0.0,0.0
2022-10-20 00:00:00+02:00,17.4980525970459,17.796449661254883,17.414501190185547,17.677091598510742,11.671147346496582,869126,0.0,0.0
2022-10-21 00:00:00+02:00,17.506010055541992,17.85215187072754,17.346864700317383,17.85215187072754,11.786730766296387,781749,0.0,0.0
2022-10-20 00:00:00+02:00,17.4980525970459,17.796449661254883,17.414501190185547,17.677091598510742,11.671148300170898,869126,0.0,0.0
2022-10-21 00:00:00+02:00,17.506010055541992,17.85215187072754,17.346864700317383,17.85215187072754,11.786728858947754,781749,0.0,0.0
2022-10-24 00:00:00+02:00,18.699600219726562,18.834875106811523,17.708919525146484,18.345502853393555,12.11246109008789,1695268,0.0,0.0
2022-10-25 00:00:00+02:00,18.440990447998047,18.627986907958984,17.931724548339844,18.202272415161133,12.017894744873047,1131150,0.0,0.0
2022-10-26 00:00:00+02:00,18.22614288330078,18.43701171875,17.975488662719727,18.329587936401367,12.101953506469727,1222905,0.0,0.0
2022-10-27 00:00:00+02:00,18.341524124145508,18.600135803222656,18.08291244506836,18.293779373168945,12.0783109664917,778065,0.0,0.0
2022-10-26 00:00:00+02:00,18.22614288330078,18.43701171875,17.975488662719727,18.329587936401367,12.10195255279541,1222905,0.0,0.0
2022-10-27 00:00:00+02:00,18.341524124145508,18.600135803222656,18.08291244506836,18.293779373168945,12.078311920166016,778065,0.0,0.0
2022-10-28 00:00:00+02:00,18.078933715820312,18.32560920715332,17.975488662719727,18.269908905029297,12.06255054473877,1099727,0.0,0.0
2022-10-31 00:00:00+01:00,18.369373321533203,18.532499313354492,18.14259147644043,18.150548934936523,11.983744621276855,1018936,0.0,0.0
2022-11-01 00:00:00+01:00,18.293779373168945,18.492712020874023,18.063018798828125,18.15452766418457,11.986370086669922,1016061,0.0,0.0
2022-11-02 00:00:00+01:00,18.186357498168945,18.194313049316406,17.88397979736328,18.063018798828125,11.92595386505127,1299861,0.0,0.0
2022-11-03 00:00:00+01:00,17.69300651550293,18.015274047851562,17.406543731689453,17.98344612121582,11.87341594696045,1179101,0.0,0.0
2022-11-04 00:00:00+01:00,18.202272415161133,18.894554138183594,18.15452766418457,18.791109085083008,12.406667709350586,1369272,0.0,0.0
2022-10-31 00:00:00+01:00,18.369373321533203,18.532499313354492,18.14259147644043,18.150548934936523,11.983743667602539,1018936,0.0,0.0
2022-11-01 00:00:00+01:00,18.293779373168945,18.492712020874023,18.063018798828125,18.15452766418457,11.986371040344238,1016061,0.0,0.0
2022-11-02 00:00:00+01:00,18.186357498168945,18.194313049316406,17.88397979736328,18.063018798828125,11.925954818725586,1299861,0.0,0.0
2022-11-03 00:00:00+01:00,17.69300651550293,18.015274047851562,17.406543731689453,17.98344612121582,11.873414993286133,1179101,0.0,0.0
2022-11-04 00:00:00+01:00,18.202272415161133,18.894554138183594,18.15452766418457,18.791109085083008,12.406668663024902,1369272,0.0,0.0
2022-11-07 00:00:00+01:00,18.759281158447266,19.391883850097656,18.659814834594727,19.336183547973633,12.766550064086914,1259541,0.0,0.0
2022-11-08 00:00:00+01:00,19.332204818725586,19.566944122314453,19.188974380493164,19.41177749633789,12.816459655761719,886906,0.0,0.0
2022-11-09 00:00:00+01:00,19.415756225585938,19.415756225585938,18.954233169555664,19.208866119384766,12.682489395141602,1198007,0.0,0.0
2022-11-10 00:00:00+01:00,19.153165817260742,19.59479522705078,19.03778648376465,19.586837768554688,12.93204116821289,1410472,0.0,0.0
2022-11-11 00:00:00+01:00,19.59479522705078,19.857385635375977,19.562965393066406,19.78974723815918,13.066010475158691,1274687,0.0,0.0
2022-11-14 00:00:00+01:00,19.81361961364746,20.112018585205078,19.690282821655273,20.032445907592773,13.226251602172852,1295287,0.0,0.0
2022-11-14 00:00:00+01:00,19.81361961364746,20.112018585205078,19.690282821655273,20.032445907592773,13.226252555847168,1295287,0.0,0.0
2022-11-15 00:00:00+01:00,20.01255226135254,20.191591262817383,19.61071014404297,19.805662155151367,13.076519966125488,1056914,0.0,0.0
2022-11-16 00:00:00+01:00,19.75394058227539,19.785770416259766,19.276504516601562,19.44758415222168,12.84010124206543,1015000,0.0,0.0
2022-11-17 00:00:00+01:00,19.4833927154541,19.65447425842285,19.09746551513672,19.296396255493164,12.740279197692871,644501,0.0,0.0
2022-11-16 00:00:00+01:00,19.75394058227539,19.785770416259766,19.276504516601562,19.44758415222168,12.840100288391113,1015000,0.0,0.0
2022-11-17 00:00:00+01:00,19.4833927154541,19.65447425842285,19.09746551513672,19.296396255493164,12.740280151367188,644501,0.0,0.0
2022-11-18 00:00:00+01:00,19.42371368408203,19.666410446166992,19.332204818725586,19.666410446166992,12.984579086303711,829590,0.0,0.0
2022-11-21 00:00:00+01:00,19.598773956298828,19.606731414794922,19.02187156677246,19.101444244384766,12.611566543579102,918183,0.0,0.0
2022-11-21 00:00:00+01:00,19.598773956298828,19.606731414794922,19.02187156677246,19.101444244384766,12.611564636230469,918183,0.0,0.0
2022-11-22 00:00:00+01:00,19.137252807617188,19.49930763244629,19.073593139648438,19.395862579345703,12.805953025817871,915438,0.0,0.0
2022-11-23 00:00:00+01:00,19.475435256958008,19.51124382019043,19.149187088012695,19.264568328857422,12.719265937805176,867427,0.0,0.0
2022-11-24 00:00:00+01:00,19.31231117248535,19.551029205322266,19.31231117248535,19.539094924926758,12.900520324707031,658838,0.0,0.0
2022-11-24 00:00:00+01:00,19.31231117248535,19.551029205322266,19.31231117248535,19.539094924926758,12.900519371032715,658838,0.0,0.0
2022-11-25 00:00:00+01:00,19.535114288330078,19.574901580810547,19.371990203857422,19.419734954833984,12.8217134475708,444192,0.0,0.0
2022-11-28 00:00:00+01:00,19.296396255493164,19.356077194213867,19.085529327392578,19.16908073425293,12.656221389770508,743198,0.0,0.0
2022-11-29 00:00:00+01:00,18.830896377563477,18.978105545043945,18.572284698486328,18.72745132446289,12.364638328552246,1801344,0.0,0.0
2022-11-30 00:00:00+01:00,18.89853286743164,18.92638397216797,18.405181884765625,18.675729751586914,12.33049201965332,1555300,0.0,0.0
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2022-11-30 00:00:00+01:00,18.89853286743164,18.92638397216797,18.405181884765625,18.675729751586914,12.330490112304688,1555300,0.0,0.0
2022-12-01 00:00:00+01:00,18.87466049194336,18.958213806152344,18.56830596923828,18.73938751220703,12.372520446777344,1102744,0.0,0.0
2022-12-02 00:00:00+01:00,18.663793563842773,19.013914108276367,18.55636978149414,19.005956649780273,12.5485200881958,783142,0.0,0.0
2022-12-05 00:00:00+01:00,18.966169357299805,19.061656951904297,18.73938751220703,18.86272621154785,12.45395278930664,726414,0.0,0.0
2022-12-05 00:00:00+01:00,18.966169357299805,19.061656951904297,18.73938751220703,18.86272621154785,12.453953742980957,726414,0.0,0.0
2022-12-06 00:00:00+01:00,18.870683670043945,19.073593139648438,18.791109085083008,18.962190628051758,12.519624710083008,752418,0.0,0.0
2022-12-07 00:00:00+01:00,18.922405242919922,18.958213806152344,18.572284698486328,18.62002944946289,12.29371452331543,1312303,0.0,0.0
2022-12-08 00:00:00+01:00,18.48475456237793,18.759281158447266,18.421096801757812,18.516584396362305,12.22541618347168,1077991,0.0,0.0
2022-12-09 00:00:00+01:00,18.56830596923828,18.890575408935547,18.52056312561035,18.83885383605957,12.438192367553711,876148,0.0,0.0
2022-12-12 00:00:00+01:00,18.735408782958984,18.763259887695312,18.417118072509766,18.468839645385742,12.193893432617188,1151398,0.0,0.0
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2022-12-16 00:00:00+01:00,18.4569034576416,18.627986907958984,18.329587936401367,18.564327239990234,12.256937980651855,1941860,0.0,0.0
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2022-12-21 00:00:00+01:00,18.89853286743164,19.244674682617188,18.8865966796875,19.208866119384766,12.682489395141602,1124419,0.0,0.0
2022-12-22 00:00:00+01:00,19.272525787353516,19.38790512084961,18.783153533935547,18.82691764831543,12.43031120300293,1217165,0.0,0.0
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2022-12-23 00:00:00+01:00,18.89853286743164,19.14520835876465,18.81498146057129,19.0338077545166,12.566908836364746,552525,0.0,0.0
2022-12-27 00:00:00+01:00,19.177038192749023,19.24069595336914,19.03778648376465,19.04972267150879,12.57741641998291,387951,0.0,0.0
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2023-01-02 00:00:00+01:00,18.990041732788086,19.383926391601562,18.914447784423828,19.383926391601562,12.79807186126709,671340,0.0,0.0
2023-01-03 00:00:00+01:00,19.356077194213867,19.78179168701172,19.344141006469727,19.435649871826172,12.832220077514648,983215,0.0,0.0
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2023-01-02 00:00:00+01:00,18.990041732788086,19.383926391601562,18.914447784423828,19.383926391601562,12.798072814941406,671340,0.0,0.0
2023-01-03 00:00:00+01:00,19.356077194213867,19.78179168701172,19.344141006469727,19.435649871826172,12.832221984863281,983215,0.0,0.0
2023-01-04 00:00:00+01:00,19.48737144470215,19.982711791992188,19.44758415222168,19.94292640686035,13.167146682739258,1333355,0.0,0.0
2023-01-05 00:00:00+01:00,19.932979583740234,20.121965408325195,19.845449447631836,20.002605438232422,13.206550598144531,1261924,0.0,0.0
2023-01-06 00:00:00+01:00,20.112018585205078,20.410415649414062,19.95287322998047,20.410415649414062,13.475802421569824,641716,0.0,0.0
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2023-01-11 00:00:00+01:00,20.241323471069336,20.838119506835938,20.10207176208496,20.599401473999023,13.600577354431152,1479852,0.0,0.0
2023-01-12 00:00:00+01:00,20.60934829711914,20.758546829223633,20.470096588134766,20.639188766479492,13.626848220825195,1067892,0.0,0.0
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2023-01-17 00:00:00+01:00,20.698867797851562,20.997264862060547,20.499935150146484,20.659080505371094,14.731269836425781,917298,0.0,0.0
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2023-01-11 00:00:00+01:00,20.241323471069336,20.838119506835938,20.10207176208496,20.599401473999023,13.600579261779785,1479852,0.0,0.0
2023-01-12 00:00:00+01:00,20.60934829711914,20.758546829223633,20.470096588134766,20.639188766479492,13.626847267150879,1067892,0.0,0.0
2023-01-13 00:00:00+01:00,20.559614181518555,21.01715850830078,20.430309295654297,20.788387298583984,13.72535514831543,1563851,0.0,0.0
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2023-01-17 00:00:00+01:00,20.698867797851562,20.997264862060547,20.499935150146484,20.659080505371094,14.731270790100098,917298,0.0,0.0
2023-01-18 00:00:00+01:00,20.649133682250977,20.80828094482422,20.39052391052246,20.688920974731445,14.752549171447754,976454,0.0,0.0
2023-01-19 00:00:00+01:00,20.569562911987305,20.57950782775879,20.26121711730957,20.39052391052246,14.539772987365723,888012,0.0,0.0
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2023-01-19 00:00:00+01:00,20.569562911987305,20.57950782775879,20.26121711730957,20.39052391052246,14.539773941040039,888012,0.0,0.0
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2023-01-23 00:00:00+01:00,20.678974151611328,20.70881462097168,20.5098819732666,20.57950782775879,14.674530029296875,540245,0.0,0.0
2023-01-24 00:00:00+01:00,20.688920974731445,20.72870635986328,20.599401473999023,20.72870635986328,14.780917167663574,497230,0.0,0.0
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2023-02-15 00:00:00+01:00,21.385181427001953,21.72336769104004,21.345396041870117,21.703474044799805,15.475992202758789,971141,0.0,0.0
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2023-02-21 00:00:00+01:00,22.300268173217773,22.4693603515625,22.111284255981445,22.19085693359375,15.823528289794922,907456,0.0,0.0
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2023-02-23 00:00:00+01:00,22.06155014038086,22.06155014038086,21.05694580078125,21.126571655273438,15.064621925354004,2085708,0.0,0.0
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2023-06-19 00:00:00+02:00,20.291057586669922,20.291057586669922,19.932979583740234,19.982711791992188,18.29283332824707,1208865,0.0,0.0
2023-06-20 00:00:00+02:00,19.495328903198242,20.121965408325195,19.208866119384766,19.821577072143555,18.145326614379883,2053697,0.0,0.0
2023-06-21 00:00:00+02:00,19.845449447631836,19.923032760620117,19.662431716918945,19.923032760620117,18.238203048706055,644074,0.0,0.0
2023-06-22 00:00:00+02:00,19.749961853027344,20.022499084472656,19.68232536315918,19.797706604003906,18.12347412109375,667821,0.0,0.0
2023-06-23 00:00:00+02:00,19.65447425842285,19.805662155151367,19.539094924926758,19.686304092407227,18.021493911743164,893260,0.0,0.0
2023-06-26 00:00:00+02:00,19.757919311523438,20.032445907592773,19.65447425842285,19.982711791992188,18.292835235595703,793819,0.0,0.0
2023-06-21 00:00:00+02:00,19.845449447631836,19.923032760620117,19.662431716918945,19.923032760620117,18.238201141357422,644074,0.0,0.0
2023-06-22 00:00:00+02:00,19.749961853027344,20.022499084472656,19.68232536315918,19.797706604003906,18.123476028442383,667821,0.0,0.0
2023-06-23 00:00:00+02:00,19.65447425842285,19.805662155151367,19.539094924926758,19.686304092407227,18.02149200439453,893260,0.0,0.0
2023-06-26 00:00:00+02:00,19.757919311523438,20.032445907592773,19.65447425842285,19.982711791992188,18.29283332824707,793819,0.0,0.0
2023-06-27 00:00:00+02:00,20.092124938964844,20.211484909057617,19.74200439453125,19.95287322998047,18.265520095825195,871227,0.0,0.0
2023-06-28 00:00:00+02:00,20.112018585205078,20.151803970336914,19.865341186523438,19.95287322998047,18.265520095825195,911547,0.0,0.0
2023-06-29 00:00:00+02:00,20.01255226135254,20.181644439697266,19.903139114379883,20.092124938964844,18.392993927001953,1053234,0.0,0.0
2023-06-30 00:00:00+02:00,20.092124938964844,20.46014976501465,20.092124938964844,20.350736618041992,18.629737854003906,934560,0.0,0.0
2023-06-30 00:00:00+02:00,20.092124938964844,20.46014976501465,20.092124938964844,20.350736618041992,18.629735946655273,934560,0.0,0.0
2023-07-03 00:00:00+02:00,20.301002502441406,20.499935150146484,20.181644439697266,20.26121711730957,18.547786712646484,652308,0.0,0.0
2023-07-04 00:00:00+02:00,20.241323471069336,20.241323471069336,20.032445907592773,20.181644439697266,18.474945068359375,483753,0.0,0.0
2023-07-05 00:00:00+02:00,20.07223129272461,20.201536178588867,20.002605438232422,20.092124938964844,18.392993927001953,692829,0.0,0.0
2023-07-06 00:00:00+02:00,19.903139114379883,20.002605438232422,19.634580612182617,19.74200439453125,18.07248306274414,1098682,0.0,0.0
2023-07-07 00:00:00+02:00,19.7181339263916,20.350736618041992,19.7181339263916,20.350736618041992,18.629737854003906,909321,0.0,0.0
2023-07-07 00:00:00+02:00,19.7181339263916,20.350736618041992,19.7181339263916,20.350736618041992,18.629735946655273,909321,0.0,0.0
2023-07-10 00:00:00+02:00,20.221431732177734,20.48004150390625,20.201536178588867,20.241323471069336,18.52957534790039,599989,0.0,0.0
2023-07-11 00:00:00+02:00,20.291057586669922,20.60934829711914,20.211484909057617,20.51982879638672,18.784528732299805,514723,0.0,0.0
2023-07-12 00:00:00+02:00,20.569562911987305,21.126571655273438,20.529775619506836,21.066890716552734,19.285327911376953,903369,0.0,0.0
2023-07-13 00:00:00+02:00,20.967424392700195,21.226036071777344,20.92763900756836,20.967424392700195,19.194272994995117,830319,0.0,0.0
2023-07-14 00:00:00+02:00,20.877906799316406,20.897798538208008,20.301002502441406,20.301002502441406,18.584209442138672,959780,0.0,0.0
2023-07-17 00:00:00+02:00,20.191591262817383,20.330842971801758,20.151803970336914,20.201536178588867,18.493154525756836,678639,0.0,0.0
2023-07-14 00:00:00+02:00,20.877906799316406,20.897798538208008,20.301002502441406,20.301002502441406,18.58420753479004,959780,0.0,0.0
2023-07-17 00:00:00+02:00,20.191591262817383,20.330842971801758,20.151803970336914,20.201536178588867,18.493152618408203,678639,0.0,0.0
2023-07-18 00:00:00+02:00,20.211484909057617,20.410415649414062,20.112018585205078,20.410415649414062,18.684368133544922,696082,0.0,0.0
2023-07-19 00:00:00+02:00,20.340789794921875,20.430309295654297,20.04239273071289,20.310949325561523,18.593313217163086,1027451,0.0,0.0
2023-07-20 00:00:00+02:00,20.330842971801758,20.589454650878906,20.330842971801758,20.589454650878906,18.8482666015625,771530,0.0,0.0
@@ -402,123 +402,123 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2023-07-25 00:00:00+02:00,20.80828094482422,21.156410217285156,20.7386531829834,21.14646339416504,19.358171463012695,815268,0.0,0.0
2023-07-26 00:00:00+02:00,21.066890716552734,21.206144332885742,20.867958068847656,20.967424392700195,19.194272994995117,501060,0.0,0.0
2023-07-27 00:00:00+02:00,21.01715850830078,21.43491554260254,20.967424392700195,21.39512825012207,19.58580780029297,1024169,0.0,0.0
2023-07-28 00:00:00+02:00,21.30561065673828,21.802940368652344,21.255876541137695,21.802940368652344,19.95913314819336,1075428,0.0,0.0
2023-07-28 00:00:00+02:00,21.30561065673828,21.802940368652344,21.255876541137695,21.802940368652344,19.959131240844727,1075428,0.0,0.0
2023-07-31 00:00:00+02:00,21.802940368652344,21.912351608276367,21.663686752319336,21.703474044799805,19.868078231811523,1096731,0.0,0.0
2023-08-01 00:00:00+02:00,21.59406089782715,21.604007720947266,21.424968719482422,21.424968719482422,19.61312484741211,660286,0.0,0.0
2023-08-02 00:00:00+02:00,21.186250686645508,21.58411407470703,21.08678436279297,21.454809188842773,19.64044189453125,858203,0.0,0.0
2023-08-03 00:00:00+02:00,21.673633575439453,21.78304672241211,20.01255226135254,20.499935150146484,18.766319274902344,1721865,0.0,0.0
2023-08-04 00:00:00+02:00,20.66902732849121,20.718759536743164,20.39052391052246,20.659080505371094,18.912004470825195,610022,0.0,0.0
2023-08-04 00:00:00+02:00,20.66902732849121,20.718759536743164,20.39052391052246,20.659080505371094,18.912006378173828,610022,0.0,0.0
2023-08-07 00:00:00+02:00,20.589454650878906,20.80828094482422,20.45020294189453,20.80828094482422,19.048587799072266,484065,0.0,0.0
2023-08-08 00:00:00+02:00,20.688920974731445,20.818225860595703,20.589454650878906,20.678974151611328,18.930217742919922,420797,0.0,0.0
2023-08-08 00:00:00+02:00,20.688920974731445,20.818225860595703,20.589454650878906,20.678974151611328,18.93021583557129,420797,0.0,0.0
2023-08-09 00:00:00+02:00,20.858013153076172,21.037052154541016,20.76849365234375,20.858013153076172,19.094114303588867,550545,0.0,0.0
2023-08-10 00:00:00+02:00,20.977371215820312,21.126571655273438,20.858013153076172,20.997264862060547,19.221590042114258,468059,0.0,0.0
2023-08-11 00:00:00+02:00,20.877906799316406,21.0271053314209,20.748600006103516,20.758546829223633,19.00305938720703,462374,0.0,0.0
2023-08-11 00:00:00+02:00,20.877906799316406,21.0271053314209,20.748600006103516,20.758546829223633,19.003061294555664,462374,0.0,0.0
2023-08-14 00:00:00+02:00,20.7386531829834,20.848066329956055,20.66902732849121,20.7386531829834,18.984848022460938,668188,0.0,0.0
2023-08-15 00:00:00+02:00,20.788387298583984,20.818225860595703,20.430309295654297,20.57950782775879,18.839162826538086,432414,0.0,0.0
2023-08-16 00:00:00+02:00,20.539722442626953,20.76849365234375,20.539722442626953,20.70881462097168,18.95753288269043,544437,0.0,0.0
2023-08-15 00:00:00+02:00,20.788387298583984,20.818225860595703,20.430309295654297,20.57950782775879,18.839160919189453,432414,0.0,0.0
2023-08-16 00:00:00+02:00,20.539722442626953,20.76849365234375,20.539722442626953,20.70881462097168,18.957534790039062,544437,0.0,0.0
2023-08-17 00:00:00+02:00,20.57950782775879,20.76849365234375,20.549667358398438,20.688920974731445,18.939321517944336,564871,0.0,0.0
2023-08-18 00:00:00+02:00,20.688920974731445,20.70881462097168,20.291057586669922,20.38057518005371,18.657052993774414,693870,0.0,0.0
2023-08-21 00:00:00+02:00,20.39052391052246,20.66902732849121,20.39052391052246,20.569562911987305,18.83005714416504,793311,0.0,0.0
2023-08-22 00:00:00+02:00,20.599401473999023,20.907745361328125,20.5098819732666,20.76849365234375,19.012165069580078,650046,0.0,0.0
2023-08-23 00:00:00+02:00,20.80828094482422,20.858013153076172,20.330842971801758,20.370630264282227,18.64794921875,647211,0.0,0.0
2023-08-22 00:00:00+02:00,20.599401473999023,20.907745361328125,20.5098819732666,20.76849365234375,19.01216697692871,650046,0.0,0.0
2023-08-23 00:00:00+02:00,20.80828094482422,20.858013153076172,20.330842971801758,20.370630264282227,18.647947311401367,647211,0.0,0.0
2023-08-24 00:00:00+02:00,20.45020294189453,20.599401473999023,20.291057586669922,20.330842971801758,18.611526489257812,475896,0.0,0.0
2023-08-25 00:00:00+02:00,20.301002502441406,20.45020294189453,20.26121711730957,20.291057586669922,18.575103759765625,318928,0.0,0.0
2023-08-25 00:00:00+02:00,20.301002502441406,20.45020294189453,20.26121711730957,20.291057586669922,18.575105667114258,318928,0.0,0.0
2023-08-28 00:00:00+02:00,20.42036247253418,20.549667358398438,20.42036247253418,20.499935150146484,18.766319274902344,332741,0.0,0.0
2023-08-29 00:00:00+02:00,20.66902732849121,20.897798538208008,20.66902732849121,20.838119506835938,19.075902938842773,523138,0.0,0.0
2023-08-30 00:00:00+02:00,20.838119506835938,21.007211685180664,20.778440475463867,20.907745361328125,19.13964080810547,394929,0.0,0.0
2023-08-31 00:00:00+02:00,20.947532653808594,21.36528968811035,20.92763900756836,21.265823364257812,19.467437744140625,2323236,0.0,0.0
2023-09-01 00:00:00+02:00,21.255876541137695,21.9322452545166,21.255876541137695,21.87256622314453,20.022869110107422,966179,0.0,0.0
2023-09-04 00:00:00+02:00,21.981977462768555,22.021764755249023,21.544328689575195,21.58411407470703,19.758811950683594,643546,0.0,0.0
2023-09-01 00:00:00+02:00,21.255876541137695,21.9322452545166,21.255876541137695,21.87256622314453,20.022871017456055,966179,0.0,0.0
2023-09-04 00:00:00+02:00,21.981977462768555,22.021764755249023,21.544328689575195,21.58411407470703,19.75881004333496,643546,0.0,0.0
2023-09-05 00:00:00+02:00,21.504541397094727,21.78304672241211,21.424968719482422,21.6239013671875,19.79523277282715,541345,0.0,0.0
2023-09-06 00:00:00+02:00,21.544328689575195,22.111284255981445,21.504541397094727,22.09139060974121,20.223188400268555,851678,0.0,0.0
2023-09-06 00:00:00+02:00,21.544328689575195,22.111284255981445,21.504541397094727,22.09139060974121,20.223190307617188,851678,0.0,0.0
2023-09-07 00:00:00+02:00,21.882511138916016,21.90240478515625,21.424968719482422,21.464754104614258,19.649545669555664,700314,0.0,0.0
2023-09-08 00:00:00+02:00,21.574167251586914,21.574167251586914,20.887853622436523,21.235984802246094,19.440122604370117,719356,0.0,0.0
2023-09-11 00:00:00+02:00,21.345396041870117,21.564220428466797,21.315555572509766,21.52443504333496,19.704177856445312,524078,0.0,0.0
2023-09-12 00:00:00+02:00,21.58411407470703,21.6239013671875,21.11662483215332,21.11662483215332,19.330856323242188,772781,0.0,0.0
2023-09-13 00:00:00+02:00,21.0469970703125,21.36528968811035,20.76849365234375,20.818225860595703,19.05769157409668,691035,0.0,0.0
2023-09-13 00:00:00+02:00,21.0469970703125,21.36528968811035,20.76849365234375,20.818225860595703,19.057693481445312,691035,0.0,0.0
2023-09-14 00:00:00+02:00,20.887853622436523,21.196197509765625,20.629241943359375,21.126571655273438,19.339962005615234,578423,0.0,0.0
2023-09-15 00:00:00+02:00,21.295663833618164,21.952138900756836,21.295663833618164,21.84272575378418,19.99555206298828,2234985,0.0,0.0
2023-09-18 00:00:00+02:00,21.802940368652344,21.84272575378418,21.673633575439453,21.713420867919922,19.87718391418457,856277,0.0,0.0
2023-09-19 00:00:00+02:00,21.6437931060791,21.6437931060791,21.39512825012207,21.415021896362305,19.604019165039062,685505,0.0,0.0
2023-09-19 00:00:00+02:00,21.6437931060791,21.6437931060791,21.39512825012207,21.415021896362305,19.60401725769043,685505,0.0,0.0
2023-09-20 00:00:00+02:00,21.52443504333496,21.792993545532227,21.504541397094727,21.74325942993164,19.904497146606445,752488,0.0,0.0
2023-09-21 00:00:00+02:00,21.534381866455078,21.574167251586914,21.0271053314209,21.186250686645508,19.394594192504883,722196,0.0,0.0
2023-09-22 00:00:00+02:00,21.08678436279297,21.295663833618164,20.95747947692871,21.096731185913086,19.312644958496094,535977,0.0,0.0
2023-09-25 00:00:00+02:00,21.037052154541016,21.17630386352539,20.529775619506836,20.788387298583984,19.030376434326172,678523,0.0,0.0
2023-09-26 00:00:00+02:00,20.72870635986328,20.72870635986328,20.410415649414062,20.489988327026367,18.757211685180664,999281,0.0,0.0
2023-09-26 00:00:00+02:00,20.72870635986328,20.72870635986328,20.410415649414062,20.489988327026367,18.757213592529297,999281,0.0,0.0
2023-09-27 00:00:00+02:00,20.559614181518555,20.66902732849121,20.440256118774414,20.569562911987305,18.83005714416504,679654,0.0,0.0
2023-09-28 00:00:00+02:00,20.57950782775879,20.858013153076172,20.42036247253418,20.80828094482422,19.048587799072266,791858,0.0,0.0
2023-09-29 00:00:00+02:00,20.977371215820312,21.07683753967285,20.778440475463867,20.858013153076172,19.094114303588867,1368070,0.0,0.0
2023-10-02 00:00:00+02:00,20.877906799316406,20.95747947692871,20.38057518005371,20.489988327026367,18.757211685180664,921943,0.0,0.0
2023-10-02 00:00:00+02:00,20.877906799316406,20.95747947692871,20.38057518005371,20.489988327026367,18.757213592529297,921943,0.0,0.0
2023-10-03 00:00:00+02:00,20.45020294189453,20.559614181518555,20.241323471069336,20.430309295654297,18.70258140563965,870202,0.0,0.0
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2023-10-05 00:00:00+02:00,20.301002502441406,20.410415649414062,20.151803970336914,20.23137664794922,18.520471572875977,552761,0.0,0.0
2023-10-06 00:00:00+02:00,20.271163940429688,20.489988327026367,20.17169761657715,20.370630264282227,18.64794921875,824653,0.0,0.0
2023-10-09 00:00:00+02:00,20.201536178588867,20.26121711730957,19.817598342895508,20.201536178588867,18.493154525756836,857112,0.0,0.0
2023-10-06 00:00:00+02:00,20.271163940429688,20.489988327026367,20.17169761657715,20.370630264282227,18.647947311401367,824653,0.0,0.0
2023-10-09 00:00:00+02:00,20.201536178588867,20.26121711730957,19.817598342895508,20.201536178588867,18.493152618408203,857112,0.0,0.0
2023-10-10 00:00:00+02:00,20.310949325561523,20.619295120239258,20.281110763549805,20.470096588134766,18.739002227783203,881954,0.0,0.0
2023-10-11 00:00:00+02:00,20.32089614868164,20.629241943359375,20.32089614868164,20.440256118774414,18.711685180664062,612797,0.0,0.0
2023-10-11 00:00:00+02:00,20.32089614868164,20.629241943359375,20.32089614868164,20.440256118774414,18.711687088012695,612797,0.0,0.0
2023-10-12 00:00:00+02:00,20.569562911987305,20.688920974731445,20.271163940429688,20.32089614868164,18.602420806884766,484462,0.0,0.0
2023-10-13 00:00:00+02:00,20.211484909057617,20.470096588134766,20.211484909057617,20.301002502441406,18.584209442138672,538324,0.0,0.0
2023-10-13 00:00:00+02:00,20.211484909057617,20.470096588134766,20.211484909057617,20.301002502441406,18.58420753479004,538324,0.0,0.0
2023-10-16 00:00:00+02:00,20.340789794921875,20.489988327026367,20.26121711730957,20.310949325561523,18.593313217163086,495104,0.0,0.0
2023-10-17 00:00:00+02:00,20.241323471069336,20.301002502441406,19.9130859375,20.221431732177734,18.511367797851562,618131,0.0,0.0
2023-10-18 00:00:00+02:00,20.191591262817383,20.23137664794922,19.881256103515625,19.881256103515625,18.19995880126953,559829,0.0,0.0
2023-10-19 00:00:00+02:00,19.714153289794922,19.84147071838379,19.551029205322266,19.630603790283203,17.970502853393555,708805,0.0,0.0
2023-10-20 00:00:00+02:00,19.49930763244629,19.54705047607422,19.296396255493164,19.296396255493164,17.664560317993164,760144,0.0,0.0
2023-10-20 00:00:00+02:00,19.49930763244629,19.54705047607422,19.296396255493164,19.296396255493164,17.66455841064453,760144,0.0,0.0
2023-10-23 00:00:00+02:00,19.3162899017334,19.344141006469727,19.005956649780273,19.16908073425293,17.548009872436523,652032,0.0,0.0
2023-10-24 00:00:00+02:00,19.101444244384766,19.232738494873047,18.994020462036133,19.11735725402832,17.500661849975586,565349,0.0,0.0
2023-10-25 00:00:00+02:00,19.133272171020508,19.184995651245117,18.882619857788086,19.093486785888672,17.478809356689453,597757,0.0,0.0
2023-10-26 00:00:00+02:00,18.882619857788086,19.507265090942383,18.834875106811523,19.403820037841797,17.762897491455078,756208,0.0,0.0
2023-10-27 00:00:00+02:00,19.519201278686523,19.75394058227539,19.20488739013672,19.20488739013672,17.580787658691406,767302,0.0,0.0
2023-10-30 00:00:00+01:00,19.296396255493164,19.54705047607422,19.296396255493164,19.45156478881836,17.806604385375977,755454,0.0,0.0
2023-10-26 00:00:00+02:00,18.882619857788086,19.507265090942383,18.834875106811523,19.403820037841797,17.76289939880371,756208,0.0,0.0
2023-10-27 00:00:00+02:00,19.519201278686523,19.75394058227539,19.20488739013672,19.20488739013672,17.58078956604004,767302,0.0,0.0
2023-10-30 00:00:00+01:00,19.296396255493164,19.54705047607422,19.296396255493164,19.45156478881836,17.80660629272461,755454,0.0,0.0
2023-10-31 00:00:00+01:00,19.455543518066406,19.972766876220703,19.443607330322266,19.84147071838379,18.163537979125977,1249155,0.0,0.0
2023-11-01 00:00:00+01:00,19.903139114379883,20.04239273071289,19.551029205322266,19.618667602539062,17.959575653076172,645054,0.0,0.0
2023-11-01 00:00:00+01:00,19.903139114379883,20.04239273071289,19.551029205322266,19.618667602539062,17.959577560424805,645054,0.0,0.0
2023-11-02 00:00:00+01:00,19.734046936035156,20.410415649414062,19.726089477539062,20.141857147216797,18.438520431518555,1414951,0.0,0.0
2023-11-03 00:00:00+01:00,19.877277374267578,20.211484909057617,19.165102005004883,19.51124382019043,17.861238479614258,1786173,0.0,0.0
2023-11-03 00:00:00+01:00,19.877277374267578,20.211484909057617,19.165102005004883,19.51124382019043,17.861236572265625,1786173,0.0,0.0
2023-11-06 00:00:00+01:00,19.515222549438477,19.78179168701172,19.304353713989258,19.531137466430664,17.87944793701172,1141224,0.0,0.0
2023-11-07 00:00:00+01:00,19.42371368408203,19.535114288330078,19.25263214111328,19.35209846496582,17.71554946899414,719557,0.0,0.0
2023-11-08 00:00:00+01:00,19.228759765625,19.427692413330078,19.093486785888672,19.320268630981445,17.686412811279297,829203,0.0,0.0
2023-11-09 00:00:00+01:00,19.308332443237305,19.903139114379883,19.308332443237305,19.574901580810547,17.919511795043945,1169455,0.0,0.0
2023-11-10 00:00:00+01:00,19.479415893554688,19.761898040771484,19.244674682617188,19.761898040771484,18.090694427490234,991826,0.0,0.0
2023-11-13 00:00:00+01:00,19.773834228515625,19.857385635375977,19.531137466430664,19.734046936035156,18.06519889831543,980360,0.0,0.0
2023-11-14 00:00:00+01:00,19.79372787475586,20.410415649414062,19.78974723815918,20.340789794921875,18.620630264282227,892672,0.0,0.0
2023-11-14 00:00:00+01:00,19.79372787475586,20.410415649414062,19.78974723815918,20.340789794921875,18.62063217163086,892672,0.0,0.0
2023-11-15 00:00:00+01:00,20.36068344116211,20.917692184448242,20.291057586669922,20.917692184448242,19.148746490478516,1168610,0.0,0.0
2023-11-16 00:00:00+01:00,20.79833221435547,21.07683753967285,20.549667358398438,20.549667358398438,18.811845779418945,755625,0.0,0.0
2023-11-17 00:00:00+01:00,20.549667358398438,20.848066329956055,20.549667358398438,20.559614181518555,18.82094955444336,784037,0.0,0.0
2023-11-20 00:00:00+01:00,20.589454650878906,20.887853622436523,20.51982879638672,20.72870635986328,18.975744247436523,946072,0.0,0.0
2023-11-21 00:00:00+01:00,20.688920974731445,20.82817268371582,20.470096588134766,20.629241943359375,18.88469123840332,1185330,0.0,0.0
2023-11-17 00:00:00+01:00,20.549667358398438,20.848066329956055,20.549667358398438,20.559614181518555,18.820951461791992,784037,0.0,0.0
2023-11-20 00:00:00+01:00,20.589454650878906,20.887853622436523,20.51982879638672,20.72870635986328,18.97574234008789,946072,0.0,0.0
2023-11-21 00:00:00+01:00,20.688920974731445,20.82817268371582,20.470096588134766,20.629241943359375,18.884689331054688,1185330,0.0,0.0
2023-11-22 00:00:00+01:00,20.629241943359375,20.838119506835938,20.559614181518555,20.599401473999023,18.85737419128418,1261386,0.0,0.0
2023-11-23 00:00:00+01:00,20.599401473999023,20.76849365234375,20.599401473999023,20.7386531829834,18.984848022460938,633558,0.0,0.0
2023-11-24 00:00:00+01:00,20.778440475463867,20.92763900756836,20.72870635986328,20.92763900756836,19.157852172851562,719180,0.0,0.0
2023-11-27 00:00:00+01:00,20.887853622436523,20.907745361328125,20.51982879638672,20.57950782775879,18.839162826538086,1094505,0.0,0.0
2023-11-28 00:00:00+01:00,20.529775619506836,20.66902732849121,20.330842971801758,20.60934829711914,18.866477966308594,1053370,0.0,0.0
2023-11-24 00:00:00+01:00,20.778440475463867,20.92763900756836,20.72870635986328,20.92763900756836,19.157854080200195,719180,0.0,0.0
2023-11-27 00:00:00+01:00,20.887853622436523,20.907745361328125,20.51982879638672,20.57950782775879,18.839160919189453,1094505,0.0,0.0
2023-11-28 00:00:00+01:00,20.529775619506836,20.66902732849121,20.330842971801758,20.60934829711914,18.866479873657227,1053370,0.0,0.0
2023-11-29 00:00:00+01:00,20.60934829711914,21.037052154541016,20.569562911987305,20.977371215820312,19.203378677368164,957061,0.0,0.0
2023-11-30 00:00:00+01:00,20.947532653808594,21.27577018737793,20.818225860595703,21.11662483215332,19.330856323242188,2370750,0.0,0.0
2023-12-01 00:00:00+01:00,21.166357040405273,21.6437931060791,21.166357040405273,21.604007720947266,19.777023315429688,1195222,0.0,0.0
2023-12-04 00:00:00+01:00,21.484647750854492,21.94219207763672,21.464754104614258,21.74325942993164,19.904497146606445,1089262,0.0,0.0
2023-12-05 00:00:00+01:00,21.6239013671875,21.9322452545166,21.59406089782715,21.882511138916016,20.03197479248047,1150906,0.0,0.0
2023-12-06 00:00:00+01:00,21.882511138916016,22.081443786621094,21.84272575378418,22.041658401489258,20.177661895751953,1090639,0.0,0.0
2023-12-07 00:00:00+01:00,22.081443786621094,22.489255905151367,22.041658401489258,22.359949111938477,20.469036102294922,1596696,0.0,0.0
2023-12-06 00:00:00+01:00,21.882511138916016,22.081443786621094,21.84272575378418,22.041658401489258,20.177663803100586,1090639,0.0,0.0
2023-12-07 00:00:00+01:00,22.081443786621094,22.489255905151367,22.041658401489258,22.359949111938477,20.469038009643555,1596696,0.0,0.0
2023-12-08 00:00:00+01:00,22.330108642578125,22.479307174682617,21.991924285888672,22.35000228881836,20.459930419921875,1410130,0.0,0.0
2023-12-11 00:00:00+01:00,19.450000762939453,23.649999618530273,17.895000457763672,20.6200008392334,18.876230239868164,8998324,0.0,0.0
2023-12-12 00:00:00+01:00,20.790000915527344,22.3700008392334,20.75,22.139999389648438,20.26768684387207,3236690,0.0,0.0
2023-12-13 00:00:00+01:00,22.489999771118164,24.530000686645508,22.399999618530273,23.950000762939453,21.924623489379883,2215354,0.0,0.0
2023-12-13 00:00:00+01:00,22.489999771118164,24.530000686645508,22.399999618530273,23.950000762939453,21.92462158203125,2215354,0.0,0.0
2023-12-14 00:00:00+01:00,24.5,25.010000228881836,23.950000762939453,24.540000915527344,22.4647274017334,1535694,0.0,0.0
2023-12-15 00:00:00+01:00,24.8799991607666,25.420000076293945,24.600000381469727,25.40999984741211,23.261154174804688,2385553,0.0,0.0
2023-12-18 00:00:00+01:00,25.649999618530273,26.969999313354492,25.489999771118164,26.1299991607666,23.920265197753906,965441,0.0,0.0
2023-12-19 00:00:00+01:00,26.290000915527344,27.399999618530273,26.200000762939453,27.209999084472656,24.908931732177734,908754,0.0,0.0
2023-12-20 00:00:00+01:00,27.3700008392334,27.469999313354492,26.350000381469727,26.350000381469727,24.121660232543945,821654,0.0,0.0
2023-12-21 00:00:00+01:00,26.239999771118164,26.3700008392334,25.760000228881836,26.049999237060547,23.847028732299805,744197,0.0,0.0
2023-12-19 00:00:00+01:00,26.290000915527344,27.399999618530273,26.200000762939453,27.209999084472656,24.908933639526367,908754,0.0,0.0
2023-12-20 00:00:00+01:00,27.3700008392334,27.469999313354492,26.350000381469727,26.350000381469727,24.121662139892578,821654,0.0,0.0
2023-12-21 00:00:00+01:00,26.239999771118164,26.3700008392334,25.760000228881836,26.049999237060547,23.847030639648438,744197,0.0,0.0
2023-12-22 00:00:00+01:00,26.1200008392334,26.510000228881836,26.049999237060547,26.239999771118164,24.020963668823242,358134,0.0,0.0
2023-12-27 00:00:00+01:00,26.639999389648438,26.729999542236328,26.299999237060547,26.729999542236328,24.469526290893555,398784,0.0,0.0
2023-12-28 00:00:00+01:00,26.899999618530273,27.200000762939453,26.899999618530273,27.190000534057617,24.890625,306879,0.0,0.0
2023-12-27 00:00:00+01:00,26.639999389648438,26.729999542236328,26.299999237060547,26.729999542236328,24.469524383544922,398784,0.0,0.0
2023-12-28 00:00:00+01:00,26.899999618530273,27.200000762939453,26.899999618530273,27.190000534057617,24.890626907348633,306879,0.0,0.0
2023-12-29 00:00:00+01:00,27.219999313354492,27.959999084472656,27.219999313354492,27.729999542236328,25.384958267211914,508827,0.0,0.0
2024-01-02 00:00:00+01:00,28.059999465942383,28.600000381469727,27.520000457763672,28.030000686645508,25.659587860107422,395002,0.0,0.0
2024-01-02 00:00:00+01:00,28.059999465942383,28.600000381469727,27.520000457763672,28.030000686645508,25.659589767456055,395002,0.0,0.0
2024-01-03 00:00:00+01:00,28.110000610351562,28.15999984741211,27.170000076293945,27.43000030517578,25.110328674316406,517626,0.0,0.0
2024-01-04 00:00:00+01:00,27.5,28.110000610351562,27.5,28.09000015258789,25.714515686035156,353356,0.0,0.0
2024-01-05 00:00:00+01:00,28.079999923706055,28.469999313354492,28.0,28.329999923706055,25.93421745300293,426440,0.0,0.0
2024-01-08 00:00:00+01:00,28.290000915527344,28.329999923706055,27.540000915527344,28.0,25.632125854492188,503233,0.0,0.0
2024-01-09 00:00:00+01:00,27.190000534057617,27.549999237060547,27.079999923706055,27.299999237060547,24.991321563720703,592677,0.0,0.0
2024-01-10 00:00:00+01:00,27.100000381469727,27.170000076293945,26.350000381469727,26.350000381469727,24.121660232543945,692877,0.0,0.0
2024-01-11 00:00:00+01:00,26.389999389648438,26.559999465942383,25.889999389648438,26.0,23.801259994506836,631805,0.0,0.0
2024-01-10 00:00:00+01:00,27.100000381469727,27.170000076293945,26.350000381469727,26.350000381469727,24.121662139892578,692877,0.0,0.0
2024-01-11 00:00:00+01:00,26.389999389648438,26.559999465942383,25.889999389648438,26.0,23.801258087158203,631805,0.0,0.0
2024-01-12 00:00:00+01:00,26.639999389648438,26.860000610351562,26.06999969482422,26.139999389648438,23.929418563842773,803481,0.0,0.0
2024-01-15 00:00:00+01:00,25.059999465942383,25.329999923706055,25.0,25.299999237060547,24.690631866455078,726646,1.62,0.0
2024-01-16 00:00:00+01:00,25.149999618530273,25.200000762939453,24.579999923706055,24.989999771118164,24.388099670410156,493029,0.0,0.0
@@ -675,4 +675,67 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2024-08-19 00:00:00+02:00,31.030000686645508,31.299999237060547,30.670000076293945,31.030000686645508,31.030000686645508,180272,0.0,0.0
2024-08-20 00:00:00+02:00,31.170000076293945,31.170000076293945,30.469999313354492,30.530000686645508,30.530000686645508,152575,0.0,0.0
2024-08-21 00:00:00+02:00,30.530000686645508,31.020000457763672,30.530000686645508,30.969999313354492,30.969999313354492,128994,0.0,0.0
2024-08-22 00:00:00+02:00,30.979999542236328,31.1299991607666,30.780000686645508,31.059999465942383,31.059999465942383,15067,0.0,0.0
2024-08-22 00:00:00+02:00,30.979999542236328,31.3799991607666,30.780000686645508,31.229999542236328,31.229999542236328,87006,0.0,0.0
2024-08-23 00:00:00+02:00,31.18000030517578,31.540000915527344,31.18000030517578,31.270000457763672,31.270000457763672,84423,0.0,0.0
2024-08-26 00:00:00+02:00,31.149999618530273,31.459999084472656,30.829999923706055,31.030000686645508,31.030000686645508,72965,0.0,0.0
2024-08-27 00:00:00+02:00,30.90999984741211,31.360000610351562,30.809999465942383,31.139999389648438,31.139999389648438,102326,0.0,0.0
2024-08-28 00:00:00+02:00,31.139999389648438,31.190000534057617,30.540000915527344,30.93000030517578,30.93000030517578,133750,0.0,0.0
2024-08-29 00:00:00+02:00,30.81999969482422,31.25,30.81999969482422,31.079999923706055,31.079999923706055,110738,0.0,0.0
2024-08-30 00:00:00+02:00,31.190000534057617,31.829999923706055,31.079999923706055,31.700000762939453,31.700000762939453,222082,0.0,0.0
2024-09-02 00:00:00+02:00,31.739999771118164,32.36000061035156,31.469999313354492,32.18000030517578,32.18000030517578,137822,0.0,0.0
2024-09-03 00:00:00+02:00,32.04999923706055,32.2400016784668,31.469999313354492,31.520000457763672,31.520000457763672,115050,0.0,0.0
2024-09-04 00:00:00+02:00,31.100000381469727,31.739999771118164,31.030000686645508,31.559999465942383,31.559999465942383,110471,0.0,0.0
2024-09-05 00:00:00+02:00,31.34000015258789,32.310001373291016,31.34000015258789,31.670000076293945,31.670000076293945,230413,0.0,0.0
2024-09-06 00:00:00+02:00,31.489999771118164,31.8700008392334,31.18000030517578,31.209999084472656,31.209999084472656,163894,0.0,0.0
2024-09-09 00:00:00+02:00,31.5,31.729999542236328,31.280000686645508,31.649999618530273,31.649999618530273,150347,0.0,0.0
2024-09-10 00:00:00+02:00,31.59000015258789,32.040000915527344,30.8700008392334,30.8700008392334,30.8700008392334,177060,0.0,0.0
2024-09-11 00:00:00+02:00,30.93000030517578,32.06999969482422,30.93000030517578,31.049999237060547,31.049999237060547,253253,0.0,0.0
2024-09-12 00:00:00+02:00,31.049999237060547,31.3799991607666,30.809999465942383,30.809999465942383,30.809999465942383,198487,0.0,0.0
2024-09-13 00:00:00+02:00,30.809999465942383,31.6299991607666,30.809999465942383,31.3700008392334,31.3700008392334,160154,0.0,0.0
2024-09-16 00:00:00+02:00,31.270000457763672,31.469999313354492,31.100000381469727,31.450000762939453,31.450000762939453,112962,0.0,0.0
2024-09-17 00:00:00+02:00,31.719999313354492,32.75,31.719999313354492,32.75,32.75,181018,0.0,0.0
2024-09-18 00:00:00+02:00,32.81999969482422,33.84000015258789,32.38999938964844,33.72999954223633,33.72999954223633,208825,0.0,0.0
2024-09-19 00:00:00+02:00,34.119998931884766,34.689998626708984,33.84000015258789,34.58000183105469,34.58000183105469,292983,0.0,0.0
2024-09-20 00:00:00+02:00,34.599998474121094,34.599998474121094,33.93000030517578,34.279998779296875,34.279998779296875,547234,0.0,0.0
2024-09-23 00:00:00+02:00,34.22999954223633,34.68000030517578,34.11000061035156,34.369998931884766,34.369998931884766,148293,0.0,0.0
2024-09-24 00:00:00+02:00,34.709999084472656,35.13999938964844,34.279998779296875,34.279998779296875,34.279998779296875,214647,0.0,0.0
2024-09-25 00:00:00+02:00,34.279998779296875,34.83000183105469,33.58000183105469,33.58000183105469,33.58000183105469,194543,0.0,0.0
2024-09-26 00:00:00+02:00,34.0,34.119998931884766,33.650001525878906,34.119998931884766,34.119998931884766,198143,0.0,0.0
2024-09-27 00:00:00+02:00,34.2400016784668,35.02000045776367,34.130001068115234,34.63999938964844,34.63999938964844,196448,0.0,0.0
2024-09-30 00:00:00+02:00,34.150001525878906,35.45000076293945,34.0,35.20000076293945,35.20000076293945,261067,0.0,0.0
2024-10-01 00:00:00+02:00,35.20000076293945,35.88999938964844,35.18000030517578,35.61000061035156,35.61000061035156,218502,0.0,0.0
2024-10-02 00:00:00+02:00,35.61000061035156,36.810001373291016,35.45000076293945,36.310001373291016,36.310001373291016,185328,0.0,0.0
2024-10-03 00:00:00+02:00,36.22999954223633,36.619998931884766,36.209999084472656,36.310001373291016,36.310001373291016,246827,0.0,0.0
2024-10-04 00:00:00+02:00,36.209999084472656,37.560001373291016,36.13999938964844,37.5099983215332,37.5099983215332,298766,0.0,0.0
2024-10-07 00:00:00+02:00,37.5,37.5099983215332,36.47999954223633,36.91999816894531,36.91999816894531,161195,0.0,0.0
2024-10-08 00:00:00+02:00,36.7599983215332,36.7599983215332,35.66999816894531,35.93000030517578,35.93000030517578,144993,0.0,0.0
2024-10-09 00:00:00+02:00,35.86000061035156,36.52000045776367,35.400001525878906,36.369998931884766,36.369998931884766,123249,0.0,0.0
2024-10-10 00:00:00+02:00,36.619998931884766,37.0,36.439998626708984,36.959999084472656,36.959999084472656,127939,0.0,0.0
2024-10-11 00:00:00+02:00,36.650001525878906,37.349998474121094,36.560001373291016,37.150001525878906,37.150001525878906,110000,0.0,0.0
2024-10-14 00:00:00+02:00,37.349998474121094,38.0,37.0,38.0,38.0,215775,0.0,0.0
2024-10-15 00:00:00+02:00,38.0,38.72999954223633,37.7400016784668,38.43000030517578,38.43000030517578,289899,0.0,0.0
2024-10-16 00:00:00+02:00,38.5,39.31999969482422,38.310001373291016,39.31999969482422,39.31999969482422,351315,0.0,0.0
2024-10-17 00:00:00+02:00,39.27000045776367,39.310001373291016,37.95000076293945,38.439998626708984,38.439998626708984,336837,0.0,0.0
2024-10-18 00:00:00+02:00,38.209999084472656,39.369998931884766,37.939998626708984,39.349998474121094,39.349998474121094,284589,0.0,0.0
2024-10-21 00:00:00+02:00,39.11000061035156,39.13999938964844,38.43000030517578,39.099998474121094,39.099998474121094,176237,0.0,0.0
2024-10-22 00:00:00+02:00,39.119998931884766,39.369998931884766,38.63999938964844,38.900001525878906,38.900001525878906,219984,0.0,0.0
2024-10-23 00:00:00+02:00,38.70000076293945,38.86000061035156,37.790000915527344,38.79999923706055,38.79999923706055,212351,0.0,0.0
2024-10-24 00:00:00+02:00,38.70000076293945,38.939998626708984,38.36000061035156,38.68000030517578,38.68000030517578,118090,0.0,0.0
2024-10-25 00:00:00+02:00,38.630001068115234,38.849998474121094,38.04999923706055,38.560001373291016,38.560001373291016,164039,0.0,0.0
2024-10-28 00:00:00+01:00,38.560001373291016,38.81999969482422,37.84000015258789,38.25,38.25,156263,0.0,0.0
2024-10-29 00:00:00+01:00,38.25,38.88999938964844,38.029998779296875,38.31999969482422,38.31999969482422,213012,0.0,0.0
2024-10-30 00:00:00+01:00,37.75,38.04999923706055,37.029998779296875,37.029998779296875,37.029998779296875,397551,0.0,0.0
2024-10-31 00:00:00+01:00,37.0,37.310001373291016,36.34000015258789,37.060001373291016,37.060001373291016,281687,0.0,0.0
2024-11-01 00:00:00+01:00,36.84000015258789,37.43000030517578,36.84000015258789,37.2400016784668,37.2400016784668,81048,0.0,0.0
2024-11-04 00:00:00+01:00,37.060001373291016,37.79999923706055,37.040000915527344,37.560001373291016,37.560001373291016,82632,0.0,0.0
2024-11-05 00:00:00+01:00,37.560001373291016,37.95000076293945,37.369998931884766,37.95000076293945,37.95000076293945,199518,0.0,0.0
2024-11-06 00:00:00+01:00,38.20000076293945,38.900001525878906,34.91999816894531,34.91999816894531,34.91999816894531,469899,0.0,0.0
2024-11-07 00:00:00+01:00,34.08000183105469,34.900001525878906,33.72999954223633,33.72999954223633,33.72999954223633,380050,0.0,0.0
2024-11-08 00:00:00+01:00,33.61000061035156,33.91999816894531,33.29999923706055,33.54999923706055,33.54999923706055,389420,0.0,0.0
2024-11-11 00:00:00+01:00,33.810001373291016,34.31999969482422,33.130001068115234,33.130001068115234,33.130001068115234,233145,0.0,0.0
2024-11-12 00:00:00+01:00,32.79999923706055,33.029998779296875,31.670000076293945,31.709999084472656,31.709999084472656,284709,0.0,0.0
2024-11-13 00:00:00+01:00,31.780000686645508,32.11000061035156,31.360000610351562,31.510000228881836,31.510000228881836,208626,0.0,0.0
2024-11-14 00:00:00+01:00,31.600000381469727,31.8799991607666,31.34000015258789,31.40999984741211,31.40999984741211,193374,0.0,0.0
2024-11-15 00:00:00+01:00,31.309999465942383,32.5,31.309999465942383,32.22999954223633,32.22999954223633,130866,0.0,0.0
2024-11-18 00:00:00+01:00,32.20000076293945,32.72999954223633,32.08000183105469,32.130001068115234,32.130001068115234,94641,0.0,0.0
2024-11-19 00:00:00+01:00,32.099998474121094,32.650001525878906,31.06999969482422,31.920000076293945,31.920000076293945,159142,0.0,0.0
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits
2 2022-01-03 00:00:00+01:00 20.400468826293945 20.80828094482422 20.400468826293945 20.629241943359375 11.042257308959961 11.042256355285645 559352 0.0 0.0
3 2022-01-04 00:00:00+01:00 20.649133682250977 20.897798538208008 20.5098819732666 20.848066329956055 11.15938663482666 930594 0.0 0.0
4 2022-01-05 00:00:00+01:00 20.897798538208008 21.126571655273438 20.838119506835938 21.126571655273438 11.308463096618652 572100 0.0 0.0
5 2022-01-06 00:00:00+01:00 20.887853622436523 21.126571655273438 20.599401473999023 20.967424392700195 11.223275184631348 11.22327709197998 532086 0.0 0.0
6 2022-01-07 00:00:00+01:00 21.007211685180664 21.186250686645508 20.867958068847656 21.126571655273438 11.308463096618652 698666 0.0 0.0
7 2022-01-10 00:00:00+01:00 21.186250686645508 21.245929718017578 20.997264862060547 21.05694580078125 11.271193504333496 11.271194458007812 972438 0.0 0.0
8 2022-01-11 00:00:00+01:00 21.226036071777344 21.514488220214844 21.226036071777344 21.37523651123047 11.441567420959473 11.441566467285156 894602 0.0 0.0
9 2022-01-12 00:00:00+01:00 21.564220428466797 21.604007720947266 21.0469970703125 21.216089248657227 11.356378555297852 11.356379508972168 838352 0.0 0.0
10 2022-01-13 00:00:00+01:00 20.897798538208008 21.14646339416504 20.897798538208008 21.14646339416504 12.180269241333008 12.180268287658691 514241 1.5 0.0
11 2022-01-14 00:00:00+01:00 20.897798538208008 21.066890716552734 20.80828094482422 21.0271053314209 12.111518859863281 12.111517906188965 708327 0.0 0.0
12 2022-01-17 00:00:00+01:00 21.106678009033203 21.633846282958984 21.0469970703125 21.554275512695312 12.415165901184082 12.415164947509766 947841 0.0 0.0
13 2022-01-18 00:00:00+01:00 21.454809188842773 21.484647750854492 21.156410217285156 21.405075073242188 12.329227447509766 12.32922649383545 966355 0.0 0.0
14 2022-01-19 00:00:00+01:00 21.37523651123047 21.822832107543945 21.295663833618164 21.78304672241211 12.546936988830566 12.5469388961792 1597827 0.0 0.0
15 2022-01-20 00:00:00+01:00 21.802940368652344 22.111284255981445 21.544328689575195 21.981977462768555 12.661520004272461 12.661521911621094 1563328 0.0 0.0
16 2022-01-21 00:00:00+01:00 21.74325942993164 21.94219207763672 21.415021896362305 21.65374183654785 12.47245979309082 12.472458839416504 1539782 0.0 0.0
17 2022-01-24 00:00:00+01:00 21.484647750854492 21.58411407470703 20.887853622436523 20.997264862060547 12.094330787658691 1334240 0.0 0.0
18 2022-01-25 00:00:00+01:00 21.156410217285156 21.186250686645508 20.877906799316406 20.917692184448242 12.04849910736084 12.048497200012207 1198631 0.0 0.0
19 2022-01-26 00:00:00+01:00 20.997264862060547 21.72336769104004 20.997264862060547 21.415021896362305 12.33495807647705 12.334957122802734 913216 0.0 0.0
20 2022-01-27 00:00:00+01:00 21.11662483215332 21.862619400024414 21.0469970703125 21.6437931060791 12.466729164123535 12.466727256774902 765306 0.0 0.0
21 2022-01-28 00:00:00+01:00 21.554275512695312 21.65374183654785 21.126571655273438 21.484647750854492 12.37506103515625 12.375060081481934 1109097 0.0 0.0
22 2022-01-31 00:00:00+01:00 21.6239013671875 21.65374183654785 21.066890716552734 21.186250686645508 12.203185081481934 12.20318603515625 999557 0.0 0.0
23 2022-02-01 00:00:00+01:00 21.27577018737793 21.405075073242188 21.05694580078125 21.11662483215332 12.163081169128418 732572 0.0 0.0
24 2022-02-02 00:00:00+01:00 21.52443504333496 22.021764755249023 21.454809188842773 21.753206253051758 12.529748916625977 12.52974796295166 1195479 0.0 0.0
25 2022-02-03 00:00:00+01:00 21.773099899291992 21.892459869384766 21.6239013671875 21.773099899291992 12.541210174560547 12.541208267211914 906159 0.0 0.0
26 2022-02-04 00:00:00+01:00 21.87256622314453 21.87256622314453 21.345396041870117 21.424968719482422 12.34068489074707 12.340685844421387 763864 0.0 0.0
27 2022-02-07 00:00:00+01:00 21.574167251586914 21.574167251586914 21.265823364257812 21.415021896362305 12.33495807647705 12.334957122802734 382854 0.0 0.0
28 2022-02-08 00:00:00+01:00 21.36528968811035 21.78304672241211 21.36528968811035 21.713420867919922 12.506834030151367 12.506832122802734 1006721 0.0 0.0
29 2022-02-09 00:00:00+01:00 21.812885284423828 21.991924285888672 21.733312606811523 21.981977462768555 12.661520004272461 12.661521911621094 893571 0.0 0.0
30 2022-02-10 00:00:00+01:00 22.021764755249023 22.210750579833984 21.962085723876953 22.041658401489258 12.69589614868164 851844 0.0 0.0
31 2022-02-11 00:00:00+01:00 21.882511138916016 22.06155014038086 21.713420867919922 21.882511138916016 12.604229927062988 12.604228019714355 893486 0.0 0.0
32 2022-02-14 00:00:00+01:00 21.514488220214844 21.514488220214844 20.818225860595703 21.14646339416504 12.180269241333008 12.180268287658691 1234728 0.0 0.0
33 2022-02-15 00:00:00+01:00 21.007211685180664 21.713420867919922 20.967424392700195 21.673633575439453 12.483916282653809 12.483914375305176 687285 0.0 0.0
34 2022-02-16 00:00:00+01:00 21.713420867919922 22.06155014038086 21.713420867919922 22.06155014038086 12.707352638244629 12.707353591918945 798177 0.0 0.0
35 2022-02-17 00:00:00+01:00 22.021764755249023 22.081443786621094 21.763153076171875 21.832778930664062 12.575582504272461 684218 0.0 0.0
36 2022-02-18 00:00:00+01:00 21.832778930664062 21.892459869384766 21.385181427001953 21.544328689575195 12.40943717956543 12.409436225891113 737030 0.0 0.0
37 2022-02-21 00:00:00+01:00 21.673633575439453 21.68358039855957 20.92763900756836 21.126571655273438 12.168810844421387 677844 0.0 0.0
38 2022-02-22 00:00:00+01:00 20.529775619506836 21.196197509765625 20.32089614868164 20.95747947692871 12.071414947509766 12.07141399383545 1273455 0.0 0.0
39 2022-02-23 00:00:00+01:00 21.415021896362305 21.862619400024414 20.987319946289062 21.216089248657227 12.220373153686523 1732461 0.0 0.0
40 2022-02-24 00:00:00+01:00 20.48004150390625 20.877906799316406 19.51124382019043 19.70221710205078 11.348388671875 11.348389625549316 2560976 0.0 0.0
41 2022-02-25 00:00:00+01:00 19.903139114379883 20.291057586669922 19.475435256958008 20.201536178588867 11.635993957519531 11.635994911193848 1423396 0.0 0.0
42 2022-02-28 00:00:00+01:00 19.773834228515625 19.903139114379883 19.308332443237305 19.837491989135742 11.42630672454834 1569727 0.0 0.0
43 2022-03-01 00:00:00+01:00 19.77781105041504 19.95287322998047 18.73938751220703 18.73938751220703 10.793804168701172 10.793803215026855 1308216 0.0 0.0
44 2022-03-02 00:00:00+01:00 18.536476135253906 19.12929344177246 18.17840003967285 18.966169357299805 10.924428939819336 1739856 0.0 0.0
45 2022-03-03 00:00:00+01:00 19.001977920532227 19.077571868896484 18.297758102416992 18.361417770385742 10.576094627380371 10.576093673706055 834767 0.0 0.0
46 2022-03-04 00:00:00+01:00 18.13463592529297 18.14259147644043 16.893299102783203 17.05642318725586 9.824423789978027 9.824422836303711 2249030 0.0 0.0
47 2022-03-07 00:00:00+01:00 16.384033203125 17.10814666748047 15.516690254211426 16.380054473876953 9.434837341308594 9.43483829498291 2250820 0.0 0.0
48 2022-03-08 00:00:00+01:00 16.21295166015625 16.941043853759766 16.16520881652832 16.805768966674805 9.680047035217285 9.680047988891602 1388112 0.0 0.0
49 2022-03-09 00:00:00+01:00 17.207611083984375 18.22614288330078 17.17976188659668 18.22614288330078 10.498175621032715 10.498176574707031 1580329 0.0 0.0
50 2022-03-10 00:00:00+01:00 18.38926887512207 18.429054260253906 17.44632911682129 17.696983337402344 10.19338321685791 1037018 0.0 0.0
51 2022-03-11 00:00:00+01:00 17.88397979736328 18.369373321533203 17.585582733154297 17.943660736083984 10.335468292236328 985960 0.0 0.0
52 2022-03-14 00:00:00+01:00 18.285823822021484 18.747344970703125 18.250015258789062 18.52056312561035 10.667760848999023 10.66776180267334 963701 0.0 0.0
53 2022-03-15 00:00:00+01:00 19.79372787475586 19.893192291259766 17.99538230895996 18.15452766418457 10.456925392150879 10.456927299499512 2685295 0.0 0.0
54 2022-03-16 00:00:00+01:00 18.78713035583496 18.9741268157959 18.369373321533203 18.76723861694336 10.809844970703125 10.809845924377441 1321768 0.0 0.0
55 2022-03-17 00:00:00+01:00 18.89853286743164 18.966169357299805 18.433032989501953 18.854768753051758 10.860261917114258 1124314 0.0 0.0
56 2022-03-18 00:00:00+01:00 18.894554138183594 18.98606300354004 18.47281837463379 18.7990665435791 10.828178405761719 10.828177452087402 1809744 0.0 0.0
57 2022-03-21 00:00:00+01:00 18.7990665435791 19.15714454650879 18.763259887695312 18.91046905517578 10.892345428466797 703039 0.0 0.0
58 2022-03-22 00:00:00+01:00 18.966169357299805 19.184995651245117 18.85079002380371 19.05767822265625 10.977137565612793 715772 0.0 0.0
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169 2022-08-26 00:00:00+02:00 16.439735412597656 16.598880767822266 15.958318710327148 15.990147590637207 10.557358741760254 10.557356834411621 546820 0.0 0.0
170 2022-08-29 00:00:00+02:00 15.91455364227295 16.44769287109375 15.743473052978516 16.43177604675293 10.848939895629883 10.84893798828125 771344 0.0 0.0
171 2022-08-30 00:00:00+02:00 16.54317855834961 16.67845344543457 16.15327262878418 16.248760223388672 10.728103637695312 10.728104591369629 741509 0.0 0.0
172 2022-08-31 00:00:00+02:00 16.356182098388672 16.44371223449707 16.0418701171875 16.0418701171875 10.591507911682129 956161 0.0 0.0
173 2022-09-01 00:00:00+02:00 15.978212356567383 15.978212356567383 15.691749572753906 15.755409240722656 10.402374267578125 998562 0.0 0.0
174 2022-09-02 00:00:00+02:00 16.161230087280273 16.519306182861328 15.962298393249512 16.391990661621094 10.822671890258789 997552 0.0 0.0
175 2022-09-05 00:00:00+02:00 15.874768257141113 15.91455364227295 15.520668983459473 15.723580360412598 10.381359100341797 10.381360054016113 1129909 0.0 0.0
176 2022-09-06 00:00:00+02:00 15.763365745544434 16.09359359741211 15.683793067932129 15.86681079864502 10.47592544555664 10.475926399230957 638791 0.0 0.0
177 2022-09-07 00:00:00+02:00 15.616155624389648 16.264673233032227 15.58034896850586 16.21295166015625 10.704462051391602 819365 0.0 0.0
178 2022-09-08 00:00:00+02:00 16.292524337768555 16.364139556884766 15.954340934753418 16.14133644104004 10.65717887878418 690130 0.0 0.0
179 2022-09-09 00:00:00+02:00 16.19305992126465 16.575008392333984 16.19305992126465 16.427799224853516 10.8463134765625 623223 0.0 0.0
180 2022-09-12 00:00:00+02:00 16.614795684814453 17.076316833496094 16.571029663085938 16.98480796813965 11.21407413482666 880959 0.0 0.0
181 2022-09-13 00:00:00+02:00 17.02061653137207 17.549774169921875 16.698345184326172 16.722217559814453 11.040700912475586 11.04069995880127 1949078 0.0 0.0
182 2022-09-14 00:00:00+02:00 16.55511474609375 16.65458106994629 16.06574249267578 16.316396713256836 10.772761344909668 1147799 0.0 0.0
183 2022-09-15 00:00:00+02:00 16.316396713256836 16.50737190246582 16.01799964904785 16.12542152404785 10.646672248840332 10.646671295166016 704698 0.0 0.0
184 2022-09-16 00:00:00+02:00 15.92648983001709 16.05380630493164 15.647985458374023 15.954340934753418 10.533716201782227 1934284 0.0 0.0
185 2022-09-19 00:00:00+02:00 15.890682220458984 16.419841766357422 15.791215896606445 16.368118286132812 10.806909561157227 10.806910514831543 961766 0.0 0.0
186 2022-09-20 00:00:00+02:00 16.44769287109375 16.55511474609375 15.930468559265137 15.99412727355957 10.559985160827637 10.559986114501953 712846 0.0 0.0
187 2022-09-21 00:00:00+02:00 15.894660949707031 16.137357711791992 15.815088272094727 16.1294002532959 10.649298667907715 10.649297714233398 557165 0.0 0.0
188 2022-09-22 00:00:00+02:00 15.727558135986328 16.197038650512695 15.667879104614258 16.069721221923828 10.609896659851074 10.609895706176758 892616 0.0 0.0
189 2022-09-23 00:00:00+02:00 16.0418701171875 16.161230087280273 15.64002799987793 15.854874610900879 10.46804428100586 10.468045234680176 1425407 0.0 0.0
190 2022-09-26 00:00:00+02:00 15.675835609436035 16.037891387939453 15.604220390319824 15.604220390319824 10.302552223205566 10.302553176879883 823367 0.0 0.0
191 2022-09-27 00:00:00+02:00 15.6360502243042 15.886704444885254 15.492818832397461 15.687771797180176 10.35771656036377 1239006 0.0 0.0
192 2022-09-28 00:00:00+02:00 15.433138847351074 16.109508514404297 15.170549392700195 15.990147590637207 10.557358741760254 10.557356834411621 1753368 0.0 0.0
193 2022-09-29 00:00:00+02:00 15.986169815063477 15.986169815063477 15.40926742553711 15.516690254211426 10.24476146697998 1373640 0.0 0.0
194 2022-09-30 00:00:00+02:00 15.6360502243042 15.894660949707031 15.528626441955566 15.842939376831055 10.460165023803711 1225082 0.0 0.0
195 2022-10-03 00:00:00+02:00 15.671856880187988 16.419841766357422 15.628091812133789 16.34822654724121 10.793777465820312 10.793776512145996 968647 0.0 0.0
196 2022-10-04 00:00:00+02:00 16.618772506713867 17.267290115356445 16.618772506713867 17.267290115356445 11.400579452514648 11.400580406188965 1425231 0.0 0.0
197 2022-10-05 00:00:00+02:00 17.100189208984375 17.35084342956543 17.016637802124023 17.08029556274414 11.277119636535645 11.277118682861328 1216119 0.0 0.0
198 2022-10-06 00:00:00+02:00 17.203632354736328 17.32697105407715 16.88534164428711 16.976850509643555 11.208820343017578 11.208819389343262 825166 0.0 0.0
199 2022-10-07 00:00:00+02:00 16.976850509643555 17.12803840637207 16.65458106994629 16.730175018310547 11.045955657958984 11.045954704284668 839674 0.0 0.0
200 2022-10-10 00:00:00+02:00 16.610815048217773 17.56966781616211 16.586944580078125 17.402565002441406 11.48989486694336 11.489893913269043 1029281 0.0 0.0
201 2022-10-11 00:00:00+02:00 17.088253021240234 17.23944091796875 16.284568786621094 16.463605880737305 10.869955062866211 10.869954109191895 2020228 0.0 0.0
202 2022-10-12 00:00:00+02:00 16.499414443969727 16.929107666015625 16.320375442504883 16.789854049682617 11.085357666015625 11.085356712341309 1510536 0.0 0.0
203 2022-10-13 00:00:00+02:00 16.694366455078125 17.17976188659668 16.384033203125 17.17976188659668 11.342789649963379 11.342791557312012 1551570 0.0 0.0
204 2022-10-14 00:00:00+02:00 17.525903701782227 17.69300651550293 16.841577529907227 17.012659072875977 11.232462882995605 11.232461929321289 1388605 0.0 0.0
205 2022-10-17 00:00:00+02:00 17.012659072875977 17.49407386779785 16.913192749023438 17.287185668945312 11.413715362548828 857670 0.0 0.0
206 2022-10-18 00:00:00+02:00 17.43439483642578 17.951616287231445 17.39858627319336 17.617412567138672 11.631745338439941 11.631746292114258 1118895 0.0 0.0
207 2022-10-19 00:00:00+02:00 17.732791900634766 17.820322036743164 17.565689086914062 17.58160400390625 11.60810375213623 659672 0.0 0.0
208 2022-10-20 00:00:00+02:00 17.4980525970459 17.796449661254883 17.414501190185547 17.677091598510742 11.671147346496582 11.671148300170898 869126 0.0 0.0
209 2022-10-21 00:00:00+02:00 17.506010055541992 17.85215187072754 17.346864700317383 17.85215187072754 11.786730766296387 11.786728858947754 781749 0.0 0.0
210 2022-10-24 00:00:00+02:00 18.699600219726562 18.834875106811523 17.708919525146484 18.345502853393555 12.11246109008789 1695268 0.0 0.0
211 2022-10-25 00:00:00+02:00 18.440990447998047 18.627986907958984 17.931724548339844 18.202272415161133 12.017894744873047 1131150 0.0 0.0
212 2022-10-26 00:00:00+02:00 18.22614288330078 18.43701171875 17.975488662719727 18.329587936401367 12.101953506469727 12.10195255279541 1222905 0.0 0.0
213 2022-10-27 00:00:00+02:00 18.341524124145508 18.600135803222656 18.08291244506836 18.293779373168945 12.0783109664917 12.078311920166016 778065 0.0 0.0
214 2022-10-28 00:00:00+02:00 18.078933715820312 18.32560920715332 17.975488662719727 18.269908905029297 12.06255054473877 1099727 0.0 0.0
215 2022-10-31 00:00:00+01:00 18.369373321533203 18.532499313354492 18.14259147644043 18.150548934936523 11.983744621276855 11.983743667602539 1018936 0.0 0.0
216 2022-11-01 00:00:00+01:00 18.293779373168945 18.492712020874023 18.063018798828125 18.15452766418457 11.986370086669922 11.986371040344238 1016061 0.0 0.0
217 2022-11-02 00:00:00+01:00 18.186357498168945 18.194313049316406 17.88397979736328 18.063018798828125 11.92595386505127 11.925954818725586 1299861 0.0 0.0
218 2022-11-03 00:00:00+01:00 17.69300651550293 18.015274047851562 17.406543731689453 17.98344612121582 11.87341594696045 11.873414993286133 1179101 0.0 0.0
219 2022-11-04 00:00:00+01:00 18.202272415161133 18.894554138183594 18.15452766418457 18.791109085083008 12.406667709350586 12.406668663024902 1369272 0.0 0.0
220 2022-11-07 00:00:00+01:00 18.759281158447266 19.391883850097656 18.659814834594727 19.336183547973633 12.766550064086914 1259541 0.0 0.0
221 2022-11-08 00:00:00+01:00 19.332204818725586 19.566944122314453 19.188974380493164 19.41177749633789 12.816459655761719 886906 0.0 0.0
222 2022-11-09 00:00:00+01:00 19.415756225585938 19.415756225585938 18.954233169555664 19.208866119384766 12.682489395141602 1198007 0.0 0.0
223 2022-11-10 00:00:00+01:00 19.153165817260742 19.59479522705078 19.03778648376465 19.586837768554688 12.93204116821289 1410472 0.0 0.0
224 2022-11-11 00:00:00+01:00 19.59479522705078 19.857385635375977 19.562965393066406 19.78974723815918 13.066010475158691 1274687 0.0 0.0
225 2022-11-14 00:00:00+01:00 19.81361961364746 20.112018585205078 19.690282821655273 20.032445907592773 13.226251602172852 13.226252555847168 1295287 0.0 0.0
226 2022-11-15 00:00:00+01:00 20.01255226135254 20.191591262817383 19.61071014404297 19.805662155151367 13.076519966125488 1056914 0.0 0.0
227 2022-11-16 00:00:00+01:00 19.75394058227539 19.785770416259766 19.276504516601562 19.44758415222168 12.84010124206543 12.840100288391113 1015000 0.0 0.0
228 2022-11-17 00:00:00+01:00 19.4833927154541 19.65447425842285 19.09746551513672 19.296396255493164 12.740279197692871 12.740280151367188 644501 0.0 0.0
229 2022-11-18 00:00:00+01:00 19.42371368408203 19.666410446166992 19.332204818725586 19.666410446166992 12.984579086303711 829590 0.0 0.0
230 2022-11-21 00:00:00+01:00 19.598773956298828 19.606731414794922 19.02187156677246 19.101444244384766 12.611566543579102 12.611564636230469 918183 0.0 0.0
231 2022-11-22 00:00:00+01:00 19.137252807617188 19.49930763244629 19.073593139648438 19.395862579345703 12.805953025817871 915438 0.0 0.0
232 2022-11-23 00:00:00+01:00 19.475435256958008 19.51124382019043 19.149187088012695 19.264568328857422 12.719265937805176 867427 0.0 0.0
233 2022-11-24 00:00:00+01:00 19.31231117248535 19.551029205322266 19.31231117248535 19.539094924926758 12.900520324707031 12.900519371032715 658838 0.0 0.0
234 2022-11-25 00:00:00+01:00 19.535114288330078 19.574901580810547 19.371990203857422 19.419734954833984 12.8217134475708 444192 0.0 0.0
235 2022-11-28 00:00:00+01:00 19.296396255493164 19.356077194213867 19.085529327392578 19.16908073425293 12.656221389770508 743198 0.0 0.0
236 2022-11-29 00:00:00+01:00 18.830896377563477 18.978105545043945 18.572284698486328 18.72745132446289 12.364638328552246 12.364640235900879 1801344 0.0 0.0
237 2022-11-30 00:00:00+01:00 18.89853286743164 18.92638397216797 18.405181884765625 18.675729751586914 12.33049201965332 12.330490112304688 1555300 0.0 0.0
238 2022-12-01 00:00:00+01:00 18.87466049194336 18.958213806152344 18.56830596923828 18.73938751220703 12.372520446777344 1102744 0.0 0.0
239 2022-12-02 00:00:00+01:00 18.663793563842773 19.013914108276367 18.55636978149414 19.005956649780273 12.5485200881958 783142 0.0 0.0
240 2022-12-05 00:00:00+01:00 18.966169357299805 19.061656951904297 18.73938751220703 18.86272621154785 12.45395278930664 12.453953742980957 726414 0.0 0.0
241 2022-12-06 00:00:00+01:00 18.870683670043945 19.073593139648438 18.791109085083008 18.962190628051758 12.519624710083008 752418 0.0 0.0
242 2022-12-07 00:00:00+01:00 18.922405242919922 18.958213806152344 18.572284698486328 18.62002944946289 12.29371452331543 12.293715476989746 1312303 0.0 0.0
243 2022-12-08 00:00:00+01:00 18.48475456237793 18.759281158447266 18.421096801757812 18.516584396362305 12.22541618347168 12.225415229797363 1077991 0.0 0.0
244 2022-12-09 00:00:00+01:00 18.56830596923828 18.890575408935547 18.52056312561035 18.83885383605957 12.438192367553711 12.438191413879395 876148 0.0 0.0
245 2022-12-12 00:00:00+01:00 18.735408782958984 18.763259887695312 18.417118072509766 18.468839645385742 12.193893432617188 12.193892478942871 1151398 0.0 0.0
246 2022-12-13 00:00:00+01:00 18.604114532470703 19.065635681152344 18.552391052246094 18.942298889160156 12.506489753723145 1226494 0.0 0.0
247 2022-12-14 00:00:00+01:00 18.858747482299805 19.017892837524414 18.75530242919922 18.8865966796875 12.469714164733887 12.469715118408203 958418 0.0 0.0
248 2022-12-15 00:00:00+01:00 18.73938751220703 18.751323699951172 18.369373321533203 18.47281837463379 12.19651985168457 1115743 0.0 0.0
249 2022-12-16 00:00:00+01:00 18.4569034576416 18.627986907958984 18.329587936401367 18.564327239990234 12.256937980651855 1941860 0.0 0.0
250 2022-12-19 00:00:00+01:00 18.58422088623047 18.75530242919922 18.548412322998047 18.627986907958984 12.298968315124512 778150 0.0 0.0
251 2022-12-20 00:00:00+01:00 18.504648208618164 18.7990665435791 18.393245697021484 18.7990665435791 12.411921501159668 935164 0.0 0.0
252 2022-12-21 00:00:00+01:00 18.89853286743164 19.244674682617188 18.8865966796875 19.208866119384766 12.682489395141602 1124419 0.0 0.0
253 2022-12-22 00:00:00+01:00 19.272525787353516 19.38790512084961 18.783153533935547 18.82691764831543 12.43031120300293 12.430309295654297 1217165 0.0 0.0
254 2022-12-23 00:00:00+01:00 18.89853286743164 19.14520835876465 18.81498146057129 19.0338077545166 12.566908836364746 552525 0.0 0.0
255 2022-12-27 00:00:00+01:00 19.177038192749023 19.24069595336914 19.03778648376465 19.04972267150879 12.57741641998291 387951 0.0 0.0
256 2022-12-28 00:00:00+01:00 19.09746551513672 19.177038192749023 18.934341430664062 19.005956649780273 12.5485200881958 517744 0.0 0.0
257 2022-12-29 00:00:00+01:00 19.001977920532227 19.077571868896484 18.8865966796875 19.045743942260742 12.574790000915527 12.574789047241211 398794 0.0 0.0
258 2022-12-30 00:00:00+01:00 18.946277618408203 19.017892837524414 18.75530242919922 18.791109085083008 12.406667709350586 12.406668663024902 449339 0.0 0.0
259 2023-01-02 00:00:00+01:00 18.990041732788086 19.383926391601562 18.914447784423828 19.383926391601562 12.79807186126709 12.798072814941406 671340 0.0 0.0
260 2023-01-03 00:00:00+01:00 19.356077194213867 19.78179168701172 19.344141006469727 19.435649871826172 12.832220077514648 12.832221984863281 983215 0.0 0.0
261 2023-01-04 00:00:00+01:00 19.48737144470215 19.982711791992188 19.44758415222168 19.94292640686035 13.167146682739258 1333355 0.0 0.0
262 2023-01-05 00:00:00+01:00 19.932979583740234 20.121965408325195 19.845449447631836 20.002605438232422 13.206550598144531 13.206549644470215 1261924 0.0 0.0
263 2023-01-06 00:00:00+01:00 20.112018585205078 20.410415649414062 19.95287322998047 20.410415649414062 13.475802421569824 13.47580337524414 641716 0.0 0.0
264 2023-01-09 00:00:00+01:00 20.410415649414062 20.569562911987305 20.32089614868164 20.440256118774414 13.495504379272461 839910 0.0 0.0
265 2023-01-10 00:00:00+01:00 20.48004150390625 20.48004150390625 19.932979583740234 20.17169761657715 13.318191528320312 13.31818962097168 1099813 0.0 0.0
266 2023-01-11 00:00:00+01:00 20.241323471069336 20.838119506835938 20.10207176208496 20.599401473999023 13.600577354431152 13.600579261779785 1479852 0.0 0.0
267 2023-01-12 00:00:00+01:00 20.60934829711914 20.758546829223633 20.470096588134766 20.639188766479492 13.626848220825195 13.626847267150879 1067892 0.0 0.0
268 2023-01-13 00:00:00+01:00 20.559614181518555 21.01715850830078 20.430309295654297 20.788387298583984 13.725353240966797 13.72535514831543 1563851 0.0 0.0
269 2023-01-16 00:00:00+01:00 20.589454650878906 20.72870635986328 20.181644439697266 20.70881462097168 14.76673412322998 14.766735076904297 790612 1.54 0.0
270 2023-01-17 00:00:00+01:00 20.698867797851562 20.997264862060547 20.499935150146484 20.659080505371094 14.731269836425781 14.731270790100098 917298 0.0 0.0
271 2023-01-18 00:00:00+01:00 20.649133682250977 20.80828094482422 20.39052391052246 20.688920974731445 14.752549171447754 976454 0.0 0.0
272 2023-01-19 00:00:00+01:00 20.569562911987305 20.57950782775879 20.26121711730957 20.39052391052246 14.539772987365723 14.539773941040039 888012 0.0 0.0
273 2023-01-20 00:00:00+01:00 20.529775619506836 20.649133682250977 20.340789794921875 20.619295120239258 14.702899932861328 14.702900886535645 757103 0.0 0.0
274 2023-01-23 00:00:00+01:00 20.678974151611328 20.70881462097168 20.5098819732666 20.57950782775879 14.674530982971191 14.674530029296875 540245 0.0 0.0
275 2023-01-24 00:00:00+01:00 20.688920974731445 20.72870635986328 20.599401473999023 20.72870635986328 14.780917167663574 497230 0.0 0.0
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500 2023-12-08 00:00:00+01:00 22.330108642578125 22.479307174682617 21.991924285888672 22.35000228881836 20.459930419921875 1410130 0.0 0.0
501 2023-12-11 00:00:00+01:00 19.450000762939453 23.649999618530273 17.895000457763672 20.6200008392334 18.876230239868164 8998324 0.0 0.0
502 2023-12-12 00:00:00+01:00 20.790000915527344 22.3700008392334 20.75 22.139999389648438 20.26768684387207 3236690 0.0 0.0
503 2023-12-13 00:00:00+01:00 22.489999771118164 24.530000686645508 22.399999618530273 23.950000762939453 21.924623489379883 21.92462158203125 2215354 0.0 0.0
504 2023-12-14 00:00:00+01:00 24.5 25.010000228881836 23.950000762939453 24.540000915527344 22.4647274017334 1535694 0.0 0.0
505 2023-12-15 00:00:00+01:00 24.8799991607666 25.420000076293945 24.600000381469727 25.40999984741211 23.261154174804688 2385553 0.0 0.0
506 2023-12-18 00:00:00+01:00 25.649999618530273 26.969999313354492 25.489999771118164 26.1299991607666 23.920265197753906 965441 0.0 0.0
507 2023-12-19 00:00:00+01:00 26.290000915527344 27.399999618530273 26.200000762939453 27.209999084472656 24.908931732177734 24.908933639526367 908754 0.0 0.0
508 2023-12-20 00:00:00+01:00 27.3700008392334 27.469999313354492 26.350000381469727 26.350000381469727 24.121660232543945 24.121662139892578 821654 0.0 0.0
509 2023-12-21 00:00:00+01:00 26.239999771118164 26.3700008392334 25.760000228881836 26.049999237060547 23.847028732299805 23.847030639648438 744197 0.0 0.0
510 2023-12-22 00:00:00+01:00 26.1200008392334 26.510000228881836 26.049999237060547 26.239999771118164 24.020963668823242 358134 0.0 0.0
511 2023-12-27 00:00:00+01:00 26.639999389648438 26.729999542236328 26.299999237060547 26.729999542236328 24.469526290893555 24.469524383544922 398784 0.0 0.0
512 2023-12-28 00:00:00+01:00 26.899999618530273 27.200000762939453 26.899999618530273 27.190000534057617 24.890625 24.890626907348633 306879 0.0 0.0
513 2023-12-29 00:00:00+01:00 27.219999313354492 27.959999084472656 27.219999313354492 27.729999542236328 25.384958267211914 508827 0.0 0.0
514 2024-01-02 00:00:00+01:00 28.059999465942383 28.600000381469727 27.520000457763672 28.030000686645508 25.659587860107422 25.659589767456055 395002 0.0 0.0
515 2024-01-03 00:00:00+01:00 28.110000610351562 28.15999984741211 27.170000076293945 27.43000030517578 25.110328674316406 517626 0.0 0.0
516 2024-01-04 00:00:00+01:00 27.5 28.110000610351562 27.5 28.09000015258789 25.714515686035156 353356 0.0 0.0
517 2024-01-05 00:00:00+01:00 28.079999923706055 28.469999313354492 28.0 28.329999923706055 25.93421745300293 426440 0.0 0.0
518 2024-01-08 00:00:00+01:00 28.290000915527344 28.329999923706055 27.540000915527344 28.0 25.632125854492188 503233 0.0 0.0
519 2024-01-09 00:00:00+01:00 27.190000534057617 27.549999237060547 27.079999923706055 27.299999237060547 24.991321563720703 592677 0.0 0.0
520 2024-01-10 00:00:00+01:00 27.100000381469727 27.170000076293945 26.350000381469727 26.350000381469727 24.121660232543945 24.121662139892578 692877 0.0 0.0
521 2024-01-11 00:00:00+01:00 26.389999389648438 26.559999465942383 25.889999389648438 26.0 23.801259994506836 23.801258087158203 631805 0.0 0.0
522 2024-01-12 00:00:00+01:00 26.639999389648438 26.860000610351562 26.06999969482422 26.139999389648438 23.929418563842773 803481 0.0 0.0
523 2024-01-15 00:00:00+01:00 25.059999465942383 25.329999923706055 25.0 25.299999237060547 24.690631866455078 726646 1.62 0.0
524 2024-01-16 00:00:00+01:00 25.149999618530273 25.200000762939453 24.579999923706055 24.989999771118164 24.388099670410156 493029 0.0 0.0
675 2024-08-19 00:00:00+02:00 31.030000686645508 31.299999237060547 30.670000076293945 31.030000686645508 31.030000686645508 180272 0.0 0.0
676 2024-08-20 00:00:00+02:00 31.170000076293945 31.170000076293945 30.469999313354492 30.530000686645508 30.530000686645508 152575 0.0 0.0
677 2024-08-21 00:00:00+02:00 30.530000686645508 31.020000457763672 30.530000686645508 30.969999313354492 30.969999313354492 128994 0.0 0.0
678 2024-08-22 00:00:00+02:00 30.979999542236328 31.1299991607666 31.3799991607666 30.780000686645508 31.059999465942383 31.229999542236328 31.059999465942383 31.229999542236328 15067 87006 0.0 0.0
679 2024-08-23 00:00:00+02:00 31.18000030517578 31.540000915527344 31.18000030517578 31.270000457763672 31.270000457763672 84423 0.0 0.0
680 2024-08-26 00:00:00+02:00 31.149999618530273 31.459999084472656 30.829999923706055 31.030000686645508 31.030000686645508 72965 0.0 0.0
681 2024-08-27 00:00:00+02:00 30.90999984741211 31.360000610351562 30.809999465942383 31.139999389648438 31.139999389648438 102326 0.0 0.0
682 2024-08-28 00:00:00+02:00 31.139999389648438 31.190000534057617 30.540000915527344 30.93000030517578 30.93000030517578 133750 0.0 0.0
683 2024-08-29 00:00:00+02:00 30.81999969482422 31.25 30.81999969482422 31.079999923706055 31.079999923706055 110738 0.0 0.0
684 2024-08-30 00:00:00+02:00 31.190000534057617 31.829999923706055 31.079999923706055 31.700000762939453 31.700000762939453 222082 0.0 0.0
685 2024-09-02 00:00:00+02:00 31.739999771118164 32.36000061035156 31.469999313354492 32.18000030517578 32.18000030517578 137822 0.0 0.0
686 2024-09-03 00:00:00+02:00 32.04999923706055 32.2400016784668 31.469999313354492 31.520000457763672 31.520000457763672 115050 0.0 0.0
687 2024-09-04 00:00:00+02:00 31.100000381469727 31.739999771118164 31.030000686645508 31.559999465942383 31.559999465942383 110471 0.0 0.0
688 2024-09-05 00:00:00+02:00 31.34000015258789 32.310001373291016 31.34000015258789 31.670000076293945 31.670000076293945 230413 0.0 0.0
689 2024-09-06 00:00:00+02:00 31.489999771118164 31.8700008392334 31.18000030517578 31.209999084472656 31.209999084472656 163894 0.0 0.0
690 2024-09-09 00:00:00+02:00 31.5 31.729999542236328 31.280000686645508 31.649999618530273 31.649999618530273 150347 0.0 0.0
691 2024-09-10 00:00:00+02:00 31.59000015258789 32.040000915527344 30.8700008392334 30.8700008392334 30.8700008392334 177060 0.0 0.0
692 2024-09-11 00:00:00+02:00 30.93000030517578 32.06999969482422 30.93000030517578 31.049999237060547 31.049999237060547 253253 0.0 0.0
693 2024-09-12 00:00:00+02:00 31.049999237060547 31.3799991607666 30.809999465942383 30.809999465942383 30.809999465942383 198487 0.0 0.0
694 2024-09-13 00:00:00+02:00 30.809999465942383 31.6299991607666 30.809999465942383 31.3700008392334 31.3700008392334 160154 0.0 0.0
695 2024-09-16 00:00:00+02:00 31.270000457763672 31.469999313354492 31.100000381469727 31.450000762939453 31.450000762939453 112962 0.0 0.0
696 2024-09-17 00:00:00+02:00 31.719999313354492 32.75 31.719999313354492 32.75 32.75 181018 0.0 0.0
697 2024-09-18 00:00:00+02:00 32.81999969482422 33.84000015258789 32.38999938964844 33.72999954223633 33.72999954223633 208825 0.0 0.0
698 2024-09-19 00:00:00+02:00 34.119998931884766 34.689998626708984 33.84000015258789 34.58000183105469 34.58000183105469 292983 0.0 0.0
699 2024-09-20 00:00:00+02:00 34.599998474121094 34.599998474121094 33.93000030517578 34.279998779296875 34.279998779296875 547234 0.0 0.0
700 2024-09-23 00:00:00+02:00 34.22999954223633 34.68000030517578 34.11000061035156 34.369998931884766 34.369998931884766 148293 0.0 0.0
701 2024-09-24 00:00:00+02:00 34.709999084472656 35.13999938964844 34.279998779296875 34.279998779296875 34.279998779296875 214647 0.0 0.0
702 2024-09-25 00:00:00+02:00 34.279998779296875 34.83000183105469 33.58000183105469 33.58000183105469 33.58000183105469 194543 0.0 0.0
703 2024-09-26 00:00:00+02:00 34.0 34.119998931884766 33.650001525878906 34.119998931884766 34.119998931884766 198143 0.0 0.0
704 2024-09-27 00:00:00+02:00 34.2400016784668 35.02000045776367 34.130001068115234 34.63999938964844 34.63999938964844 196448 0.0 0.0
705 2024-09-30 00:00:00+02:00 34.150001525878906 35.45000076293945 34.0 35.20000076293945 35.20000076293945 261067 0.0 0.0
706 2024-10-01 00:00:00+02:00 35.20000076293945 35.88999938964844 35.18000030517578 35.61000061035156 35.61000061035156 218502 0.0 0.0
707 2024-10-02 00:00:00+02:00 35.61000061035156 36.810001373291016 35.45000076293945 36.310001373291016 36.310001373291016 185328 0.0 0.0
708 2024-10-03 00:00:00+02:00 36.22999954223633 36.619998931884766 36.209999084472656 36.310001373291016 36.310001373291016 246827 0.0 0.0
709 2024-10-04 00:00:00+02:00 36.209999084472656 37.560001373291016 36.13999938964844 37.5099983215332 37.5099983215332 298766 0.0 0.0
710 2024-10-07 00:00:00+02:00 37.5 37.5099983215332 36.47999954223633 36.91999816894531 36.91999816894531 161195 0.0 0.0
711 2024-10-08 00:00:00+02:00 36.7599983215332 36.7599983215332 35.66999816894531 35.93000030517578 35.93000030517578 144993 0.0 0.0
712 2024-10-09 00:00:00+02:00 35.86000061035156 36.52000045776367 35.400001525878906 36.369998931884766 36.369998931884766 123249 0.0 0.0
713 2024-10-10 00:00:00+02:00 36.619998931884766 37.0 36.439998626708984 36.959999084472656 36.959999084472656 127939 0.0 0.0
714 2024-10-11 00:00:00+02:00 36.650001525878906 37.349998474121094 36.560001373291016 37.150001525878906 37.150001525878906 110000 0.0 0.0
715 2024-10-14 00:00:00+02:00 37.349998474121094 38.0 37.0 38.0 38.0 215775 0.0 0.0
716 2024-10-15 00:00:00+02:00 38.0 38.72999954223633 37.7400016784668 38.43000030517578 38.43000030517578 289899 0.0 0.0
717 2024-10-16 00:00:00+02:00 38.5 39.31999969482422 38.310001373291016 39.31999969482422 39.31999969482422 351315 0.0 0.0
718 2024-10-17 00:00:00+02:00 39.27000045776367 39.310001373291016 37.95000076293945 38.439998626708984 38.439998626708984 336837 0.0 0.0
719 2024-10-18 00:00:00+02:00 38.209999084472656 39.369998931884766 37.939998626708984 39.349998474121094 39.349998474121094 284589 0.0 0.0
720 2024-10-21 00:00:00+02:00 39.11000061035156 39.13999938964844 38.43000030517578 39.099998474121094 39.099998474121094 176237 0.0 0.0
721 2024-10-22 00:00:00+02:00 39.119998931884766 39.369998931884766 38.63999938964844 38.900001525878906 38.900001525878906 219984 0.0 0.0
722 2024-10-23 00:00:00+02:00 38.70000076293945 38.86000061035156 37.790000915527344 38.79999923706055 38.79999923706055 212351 0.0 0.0
723 2024-10-24 00:00:00+02:00 38.70000076293945 38.939998626708984 38.36000061035156 38.68000030517578 38.68000030517578 118090 0.0 0.0
724 2024-10-25 00:00:00+02:00 38.630001068115234 38.849998474121094 38.04999923706055 38.560001373291016 38.560001373291016 164039 0.0 0.0
725 2024-10-28 00:00:00+01:00 38.560001373291016 38.81999969482422 37.84000015258789 38.25 38.25 156263 0.0 0.0
726 2024-10-29 00:00:00+01:00 38.25 38.88999938964844 38.029998779296875 38.31999969482422 38.31999969482422 213012 0.0 0.0
727 2024-10-30 00:00:00+01:00 37.75 38.04999923706055 37.029998779296875 37.029998779296875 37.029998779296875 397551 0.0 0.0
728 2024-10-31 00:00:00+01:00 37.0 37.310001373291016 36.34000015258789 37.060001373291016 37.060001373291016 281687 0.0 0.0
729 2024-11-01 00:00:00+01:00 36.84000015258789 37.43000030517578 36.84000015258789 37.2400016784668 37.2400016784668 81048 0.0 0.0
730 2024-11-04 00:00:00+01:00 37.060001373291016 37.79999923706055 37.040000915527344 37.560001373291016 37.560001373291016 82632 0.0 0.0
731 2024-11-05 00:00:00+01:00 37.560001373291016 37.95000076293945 37.369998931884766 37.95000076293945 37.95000076293945 199518 0.0 0.0
732 2024-11-06 00:00:00+01:00 38.20000076293945 38.900001525878906 34.91999816894531 34.91999816894531 34.91999816894531 469899 0.0 0.0
733 2024-11-07 00:00:00+01:00 34.08000183105469 34.900001525878906 33.72999954223633 33.72999954223633 33.72999954223633 380050 0.0 0.0
734 2024-11-08 00:00:00+01:00 33.61000061035156 33.91999816894531 33.29999923706055 33.54999923706055 33.54999923706055 389420 0.0 0.0
735 2024-11-11 00:00:00+01:00 33.810001373291016 34.31999969482422 33.130001068115234 33.130001068115234 33.130001068115234 233145 0.0 0.0
736 2024-11-12 00:00:00+01:00 32.79999923706055 33.029998779296875 31.670000076293945 31.709999084472656 31.709999084472656 284709 0.0 0.0
737 2024-11-13 00:00:00+01:00 31.780000686645508 32.11000061035156 31.360000610351562 31.510000228881836 31.510000228881836 208626 0.0 0.0
738 2024-11-14 00:00:00+01:00 31.600000381469727 31.8799991607666 31.34000015258789 31.40999984741211 31.40999984741211 193374 0.0 0.0
739 2024-11-15 00:00:00+01:00 31.309999465942383 32.5 31.309999465942383 32.22999954223633 32.22999954223633 130866 0.0 0.0
740 2024-11-18 00:00:00+01:00 32.20000076293945 32.72999954223633 32.08000183105469 32.130001068115234 32.130001068115234 94641 0.0 0.0
741 2024-11-19 00:00:00+01:00 32.099998474121094 32.650001525878906 31.06999969482422 31.920000076293945 31.920000076293945 159142 0.0 0.0

View File

@@ -0,0 +1,686 @@
Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
2022-01-04 00:00:00+00:00,1.0,1.0081999969482422,0.995,1.0050000000000001,0.5323378371801033,52881,0.0,0.0,True
2022-01-05 00:00:00+00:00,0.99,1.01,0.98,0.995,0.5270409262778081,22801,0.0,0.0,True
2022-01-06 00:00:00+00:00,0.98,0.9876000213623047,0.98,0.99,0.5243923776357202,21669,0.0,0.0,True
2022-01-07 00:00:00+00:00,0.97,0.9878800201416016,0.97,0.99,0.5243923776357202,739820,0.0,0.0,True
2022-01-10 00:00:00+00:00,0.975,0.9819999694824219,0.97,0.985,0.5217440775028062,127373,0.0,0.0,True
2022-01-11 00:00:00+00:00,0.985,0.985,0.96,0.975,0.5164471976641575,81247,0.0,0.0,True
2022-01-12 00:00:00+00:00,0.9606300354003906,0.979800033569336,0.9605999755859376,0.9625,0.5098261366954053,59847,0.0,0.0,True
2022-01-13 00:00:00+00:00,0.96,0.99,0.9400000000000001,0.9575,0.5071776812442574,313916,0.0,0.0,True
2022-01-14 00:00:00+00:00,0.9519999694824219,0.9519999694824219,0.9420800018310547,0.9550000000000001,0.5058534690505072,30750,0.0,0.0,True
2022-01-17 00:00:00+00:00,0.9602500152587891,0.960999984741211,0.9551499938964844,0.9625,0.5098261366954053,39189,0.0,0.0,True
2022-01-18 00:00:00+00:00,0.96,0.96,0.9447599792480469,0.9500000000000001,0.5032049514720661,104432,0.0,0.0,True
2022-01-19 00:00:00+00:00,0.97,0.97,0.9400000000000001,0.9550000000000001,0.5058534690505072,100814,0.0,0.0,True
2022-01-20 00:00:00+00:00,0.9573999786376953,0.9573999786376953,0.935,0.9525,0.5045291636658168,27032,0.0,0.0,True
2022-01-21 00:00:00+00:00,0.9540000152587891,0.9540000152587891,0.9538400268554688,0.9500000000000001,0.5032049514720661,10637,0.0,0.0,True
2022-01-24 00:00:00+00:00,0.93,0.9320999908447266,0.93,0.9400000000000001,0.497908040569771,31611,0.0,0.0,True
2022-01-25 00:00:00+00:00,0.93,0.939800033569336,0.93,0.9400000000000001,0.497908040569771,25138,0.0,0.0,True
2022-01-26 00:00:00+00:00,0.93,0.9433300018310548,0.93,0.9400000000000001,0.497908040569771,562810,0.0,0.0,True
2022-01-27 00:00:00+00:00,0.93,0.9430000305175782,0.93,0.9400000000000001,0.497908040569771,54870,0.0,0.0,True
2022-01-28 00:00:00+00:00,0.9416699981689454,0.9416699981689454,0.9416699981689454,0.9375,0.4965837973123739,2345,0.0,0.0,True
2022-01-31 00:00:00+00:00,0.9497000122070313,0.9497000122070313,0.9394999694824219,0.935,0.49525952299132997,17957,0.0,0.0,True
2022-02-01 00:00:00+00:00,0.93,0.9500000000000001,0.93,0.935,0.49525952299132997,142653,0.0,0.0,True
2022-02-02 00:00:00+00:00,0.9430000305175782,0.9433300018310548,0.9359999847412109,0.9400000000000001,0.497908040569771,104328,0.0,0.0,True
2022-02-03 00:00:00+00:00,0.9400000000000001,0.9500000000000001,0.9359999847412109,0.9400000000000001,0.497908040569771,229957,0.0,0.0,True
2022-02-04 00:00:00+00:00,0.9430000305175782,0.9430000305175782,0.9426999664306641,0.9400000000000001,0.497908040569771,18851,0.0,0.0,True
2022-02-07 00:00:00+00:00,0.9426000213623047,0.9426000213623047,0.9383999633789063,0.9400000000000001,0.497908040569771,78709,0.0,0.0,True
2022-02-08 00:00:00+00:00,0.9387999725341797,0.9426000213623047,0.9387999725341797,0.9400000000000001,0.497908040569771,16086,0.0,0.0,True
2022-02-09 00:00:00+00:00,0.9388800048828125,0.9423999786376953,0.9388800048828125,0.935,0.49525952299132997,38600,0.0,0.0,True
2022-02-10 00:00:00+00:00,0.9390399932861329,0.9400000000000001,0.93,0.9400000000000001,0.497908040569771,33024,0.0,0.0,True
2022-02-11 00:00:00+00:00,0.9331700134277344,0.9400000000000001,0.9322000122070313,0.9400000000000001,0.497908040569771,94405,0.0,0.0,True
2022-02-14 00:00:00+00:00,0.9389700317382813,0.9423999786376953,0.9300499725341798,0.9400000000000001,0.497908040569771,248153,0.0,0.0,True
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2022-02-24 00:00:00+00:00,0.9257499694824219,0.9400000000000001,0.925,0.9325,0.49393537292487294,29083,0.0,0.0,True
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2022-02-28 00:00:00+00:00,0.9418800354003907,0.9418800354003907,0.9373799896240235,0.9425,0.4992322527635215,27485,0.0,0.0,True
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2022-03-22 00:00:00+00:00,0.895,0.91,0.8855000305175782,0.895,0.4811324359867842,79329,0.0,0.0,True
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2022-04-11 00:00:00+01:00,0.88,0.9066999816894531,0.875,0.895,0.4811324359867842,293971,0.0,0.0,True
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2022-04-20 00:00:00+01:00,0.9061699676513673,0.90625,0.88,0.895,0.4811324359867842,132614,0.0,0.0,True
2022-04-21 00:00:00+01:00,0.90572998046875,0.905739974975586,0.8847200012207032,0.8925000000000001,0.4797885416154247,30000,0.0,0.0,True
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2022-05-11 00:00:00+01:00,0.93,0.9333300018310547,0.9102500152587891,0.9225,0.49591587298324397,37162,0.0,0.0,True
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2022-06-22 00:00:00+01:00,0.905,0.905,0.895,0.905,0.48650826564548755,110626,0.0,0.0,True
2022-06-23 00:00:00+01:00,0.89,0.9,0.89,0.9,0.4912810217014091,93082,0.01375,0.0,True
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2022-07-04 00:00:00+01:00,0.88052001953125,0.8975,0.88052001953125,0.89,0.48582229212232464,18761,0.0,0.0,True
2022-07-05 00:00:00+01:00,0.8925000000000001,0.8925000000000001,0.8925000000000001,0.8925000000000001,0.4871870545242715,0,0.0,0.0,True
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2022-07-07 00:00:00+01:00,0.8975,0.8975,0.8845999908447266,0.8925000000000001,0.4871870545242715,22551,0.0,0.0,True
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2022-07-11 00:00:00+01:00,0.8925000000000001,0.9,0.8766000366210938,0.89,0.48582229212232464,63371,0.0,0.0,True
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2022-07-18 00:00:00+01:00,0.89,0.892229995727539,0.89,0.895,0.48855172091760735,9700,0.0,0.0,True
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2022-07-22 00:00:00+01:00,0.89,0.89,0.875,0.88,0.48036365855185087,25605,0.0,0.0,True
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2022-08-02 00:00:00+01:00,0.885,0.9008000183105469,0.885,0.895,0.48855172091760735,80804,0.0,0.0,True
2022-08-03 00:00:00+01:00,0.9007599639892578,0.9007599639892578,0.885,0.895,0.48855172091760735,99994,0.0,0.0,True
2022-08-04 00:00:00+01:00,0.905,0.905,0.89,0.8925000000000001,0.4871870545242715,85622,0.0,0.0,True
2022-08-05 00:00:00+01:00,0.885,0.9,0.875,0.88,0.48036365855185087,133235,0.0,0.0,True
2022-08-08 00:00:00+01:00,0.8765699768066406,0.880999984741211,0.87,0.88,0.48036365855185087,68596,0.0,0.0,True
2022-08-09 00:00:00+01:00,0.8788400268554688,0.8788400268554688,0.87,0.8775000000000001,0.47899902416138523,122531,0.0,0.0,True
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2022-08-11 00:00:00+01:00,0.885,0.9,0.865,0.88,0.48036365855185087,171758,0.0,0.0,True
2022-08-12 00:00:00+01:00,0.89,0.89,0.87,0.88,0.48036365855185087,122745,0.0,0.0,True
2022-08-15 00:00:00+01:00,0.89,0.9,0.8744999694824219,0.9,0.4912810217014091,711956,0.0,0.0,True
2022-08-16 00:00:00+01:00,0.9088999938964843,0.9096900177001953,0.9032199859619141,0.9125,0.498104353668089,379230,0.0,0.0,True
2022-08-17 00:00:00+01:00,0.9080999755859375,0.9081199645996094,0.9080999755859375,0.9125,0.498104353668089,25300,0.0,0.0,True
2022-08-18 00:00:00+01:00,0.9080999755859375,0.908759994506836,0.905,0.9125,0.498104353668089,63099,0.0,0.0,True
2022-08-19 00:00:00+01:00,0.91,0.91,0.8930400085449219,0.9025,0.49264572009761537,66733,0.0,0.0,True
2022-08-22 00:00:00+01:00,0.8965599822998047,0.9,0.8965599822998047,0.9025,0.49264572009761537,26935,0.0,0.0,True
2022-08-23 00:00:00+01:00,0.9,0.9,0.9,0.9025,0.49264572009761537,26000,0.0,0.0,True
2022-08-24 00:00:00+01:00,0.89,0.9080000305175782,0.8882499694824219,0.8925000000000001,0.4871870545242715,81700,0.0,0.0,True
2022-08-25 00:00:00+01:00,0.905,0.905,0.88,0.8925000000000001,0.4871870545242715,62618,0.0,0.0,True
2022-08-26 00:00:00+01:00,0.88,0.895,0.88,0.885,0.48309299133852296,44194,0.0,0.0,True
2022-08-30 00:00:00+01:00,0.875,0.885,0.87,0.8775000000000001,0.47899902416138523,142501,0.0,0.0,True
2022-08-31 00:00:00+01:00,0.8775000000000001,0.8775000000000001,0.8775000000000001,0.8775000000000001,0.47899902416138523,0,0.0,0.0,True
2022-09-01 00:00:00+01:00,0.8766999816894532,0.8766999816894532,0.865,0.8725,0.476269627368973,20129,0.0,0.0,True
2022-09-02 00:00:00+01:00,0.8650199890136719,0.8766999816894532,0.865,0.8725,0.476269627368973,56146,0.0,0.0,True
2022-09-05 00:00:00+01:00,0.8668000030517579,0.8766999816894532,0.8625,0.8725,0.476269627368973,124403,0.0,0.0,True
2022-09-06 00:00:00+01:00,0.8765499877929688,0.8765499877929688,0.8668199920654297,0.87,0.4749050569842476,12565,0.0,0.0,True
2022-09-07 00:00:00+01:00,0.86,0.88,0.855,0.865,0.472175628188965,69240,0.0,0.0,True
2022-09-08 00:00:00+01:00,0.845,0.8523999786376953,0.845,0.855,0.4742616802327557,57495,0.01375,0.0,True
2022-09-09 00:00:00+01:00,0.8530799865722657,0.865,0.8530799865722657,0.8625,0.4784218495892015,24050,0.0,0.0,True
2022-09-12 00:00:00+01:00,0.8597200012207031,0.8597200012207031,0.8519999694824218,0.86,0.4770351481470798,33572,0.0,0.0,True
2022-09-13 00:00:00+01:00,0.8573600006103516,0.8573600006103516,0.85,0.86,0.4770351481470798,66867,0.0,0.0,True
2022-09-14 00:00:00+01:00,0.855,0.8566000366210937,0.8503199768066406,0.8575,0.4756484467049583,20986,0.0,0.0,True
2022-09-15 00:00:00+01:00,0.85,0.8512000274658204,0.85,0.8575,0.4756484467049583,57000,0.0,0.0,True
2022-09-16 00:00:00+01:00,0.85,0.8566000366210937,0.85,0.8575,0.4756484467049583,9000,0.0,0.0,True
2022-09-20 00:00:00+01:00,0.8552500152587891,0.8552500152587891,0.85,0.8575,0.4756484467049583,47769,0.0,0.0,True
2022-09-21 00:00:00+01:00,0.845,0.855,0.845,0.85,0.47148817980339147,27960,0.0,0.0,True
2022-09-22 00:00:00+01:00,0.845,0.8469999694824218,0.84,0.8475,0.47010147836126975,152183,0.0,0.0,True
2022-09-23 00:00:00+01:00,0.85,0.85,0.8167900085449219,0.8325,0.46178104210325727,141171,0.0,0.0,True
2022-09-26 00:00:00+01:00,0.8287999725341797,0.8287999725341797,0.8164199829101563,0.8175,0.4534606708753255,8695,0.0,0.0,True
2022-09-27 00:00:00+01:00,0.8,0.8150000000000001,0.78,0.7875,0.43681996093450237,109140,0.0,0.0,True
2022-09-28 00:00:00+01:00,0.77,0.77,0.7291000366210938,0.7425,0.41185884725070715,164337,0.0,0.0,True
2022-09-29 00:00:00+01:00,0.735,0.745,0.735,0.7425,0.41185884725070715,128951,0.0,0.0,True
2022-09-30 00:00:00+01:00,0.75,0.755,0.745999984741211,0.7525000000000001,0.41740571804927445,106357,0.0,0.0,True
2022-10-03 00:00:00+01:00,0.7488999938964844,0.765,0.7488999938964844,0.755,0.41879245200643644,69572,0.0,0.0,True
2022-10-04 00:00:00+01:00,0.76,0.76,0.7579399871826172,0.76,0.4215658548906797,54521,0.0,0.0,True
2022-10-05 00:00:00+01:00,0.7509400177001954,0.765,0.7509400177001954,0.76,0.4215658548906797,62733,0.0,0.0,True
2022-10-06 00:00:00+01:00,0.765,0.765,0.7517099761962891,0.7575000000000001,0.42017918596359854,25354,0.0,0.0,True
2022-10-07 00:00:00+01:00,0.7632700347900391,0.7633499908447265,0.7501499938964844,0.7575000000000001,0.42017918596359854,9829,0.0,0.0,True
2022-10-10 00:00:00+01:00,0.75,0.76,0.7452700042724609,0.7525000000000001,0.41740571804927445,27509,0.0,0.0,True
2022-10-11 00:00:00+01:00,0.745,0.75,0.73,0.7375,0.4090853468213426,37234,0.0,0.0,True
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2022-10-13 00:00:00+01:00,0.72,0.73,0.72,0.7325,0.4063118138769379,10161,0.0,0.0,True
2022-10-14 00:00:00+01:00,0.745,0.745,0.715,0.7275,0.4035385085378158,40409,0.0,0.0,True
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2022-10-18 00:00:00+01:00,0.715,0.724800033569336,0.715,0.725,0.40215164452049224,3661,0.0,0.0,True
2022-10-19 00:00:00+01:00,0.7222499847412109,0.7222499847412109,0.7197899627685547,0.7225,0.40076497559341095,64558,0.0,0.0,True
2022-10-20 00:00:00+01:00,0.71,0.71,0.71,0.7225,0.40076497559341095,6590,0.0,0.0,True
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2022-10-24 00:00:00+01:00,0.71,0.71,0.7000000000000001,0.7225,0.40076497559341095,61227,0.0,0.0,True
2022-10-25 00:00:00+01:00,0.71,0.73,0.705,0.72,0.3993782091212085,14255,0.0,0.0,True
2022-10-26 00:00:00+01:00,0.73,0.735,0.7101999664306641,0.7225,0.40076497559341095,176850,0.0,0.0,True
2022-10-27 00:00:00+01:00,0.7277500152587891,0.7277500152587891,0.72,0.7275,0.4035385085378158,115000,0.0,0.0,True
2022-10-28 00:00:00+01:00,0.725,0.7325800323486328,0.7238999938964844,0.7275,0.4035385085378158,52500,0.0,0.0,True
2022-10-31 00:00:00+00:00,0.725,0.745,0.725,0.73,0.40492517746489703,260500,0.0,0.0,True
2022-11-01 00:00:00+00:00,0.7204499816894532,0.7204499816894532,0.71,0.72,0.3993782091212085,26785,0.0,0.0,True
2022-11-02 00:00:00+00:00,0.71,0.7105000305175782,0.71,0.7125,0.3952180397647629,21111,0.0,0.0,True
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2022-11-04 00:00:00+00:00,0.7000000000000001,0.71,0.7000000000000001,0.705,0.39105787040831713,59113,0.0,0.0,True
2022-11-07 00:00:00+00:00,0.7112000274658203,0.715,0.7083100128173828,0.705,0.39105787040831713,26302,0.0,0.0,True
2022-11-08 00:00:00+00:00,0.7083300018310547,0.7083300018310547,0.7081800079345704,0.705,0.39105787040831713,20278,0.0,0.0,True
2022-11-09 00:00:00+00:00,0.715,1.044800033569336,0.6950199890136719,0.705,0.39105787040831713,104623,0.0,0.0,True
2022-11-10 00:00:00+00:00,0.715,0.725,0.7081999969482422,0.72,0.3993782091212085,4267,0.0,0.0,True
2022-11-11 00:00:00+00:00,0.715,0.7239600372314453,0.71,0.7175,0.397991507679087,108199,0.0,0.0,True
2022-11-14 00:00:00+00:00,0.71,0.72,0.6950000000000001,0.705,0.39105787040831713,65970,0.0,0.0,True
2022-11-15 00:00:00+00:00,0.7023500061035156,0.71,0.6954499816894532,0.705,0.39105787040831713,1910573,0.0,0.0,True
2022-11-16 00:00:00+00:00,0.7073999786376953,0.7073999786376953,0.70052001953125,0.71,0.3938312732925605,38249,0.0,0.0,True
2022-11-17 00:00:00+00:00,0.7123999786376953,0.7123999786376953,0.7123999786376953,0.71,0.3938312732925605,3509,0.0,0.0,True
2022-11-18 00:00:00+00:00,0.7055100250244141,0.715,0.7055100250244141,0.7125,0.3952180397647629,36854,0.0,0.0,True
2022-11-21 00:00:00+00:00,0.72,0.72,0.7073100280761719,0.7175,0.397991507679087,28160,0.0,0.0,True
2022-11-22 00:00:00+00:00,0.7227999877929687,0.7227999877929687,0.71,0.7125,0.3952180397647629,15800,0.0,0.0,True
2022-11-23 00:00:00+00:00,0.725,0.725,0.725,0.715,0.39660477372192493,2,0.0,0.0,True
2022-11-24 00:00:00+00:00,0.715,0.73,0.7059200286865235,0.72,0.3993782091212085,37073,0.0,0.0,True
2022-11-25 00:00:00+00:00,0.7268599700927735,0.7268599700927735,0.710999984741211,0.72,0.3993782091212085,59663,0.0,0.0,True
2022-11-28 00:00:00+00:00,0.725,0.725,0.705,0.7175,0.397991507679087,73129,0.0,0.0,True
2022-11-29 00:00:00+00:00,0.7219999694824218,0.73,0.71,0.72,0.3993782091212085,148947,0.0,0.0,True
2022-11-30 00:00:00+00:00,0.73,0.73,0.71125,0.73,0.40492517746489703,18638,0.0,0.0,True
2022-12-01 00:00:00+00:00,0.73,0.73,0.720009994506836,0.725,0.40215164452049224,8014,0.0,0.0,True
2022-12-02 00:00:00+00:00,0.725,0.78,0.7155799865722656,0.775,0.42988632366373264,176563,0.0,0.0,True
2022-12-05 00:00:00+00:00,0.79,0.835,0.7888300323486328,0.8175,0.4534606708753255,140759,0.0,0.0,True
2022-12-06 00:00:00+00:00,0.8150000000000001,0.875,0.8150000000000001,0.86,0.4770351481470798,170380,0.0,0.0,True
2022-12-07 00:00:00+00:00,0.87,0.875,0.845,0.8575,0.4756484467049583,100531,0.0,0.0,True
2022-12-08 00:00:00+00:00,0.8504000091552735,0.87,0.845,0.8525,0.4728749137605534,51351,0.0,0.0,True
2022-12-09 00:00:00+00:00,0.8452500152587891,0.8619599914550782,0.8452500152587891,0.8575,0.4756484467049583,141739,0.0,0.0,True
2022-12-12 00:00:00+00:00,0.85,0.8568000030517579,0.835,0.8425,0.4673280104469457,57249,0.0,0.0,True
2022-12-13 00:00:00+00:00,0.835,0.8525,0.8289600372314453,0.8325,0.46178104210325727,109625,0.0,0.0,True
2022-12-14 00:00:00+00:00,0.8300000000000001,0.8300000000000001,0.8300000000000001,0.85,0.47148817980339147,9186,0.0,0.0,True
2022-12-15 00:00:00+00:00,0.8250000000000001,0.8298999786376954,0.805,0.8125,0.45809958919057064,85801,0.01375,0.0,True
2022-12-16 00:00:00+00:00,0.8,0.8150000000000001,0.8,0.8125,0.45809958919057064,47277,0.0,0.0,True
2022-12-19 00:00:00+00:00,0.8150000000000001,0.8250000000000001,0.8,0.8,0.4510519326888501,21228,0.0,0.0,True
2022-12-20 00:00:00+00:00,0.8,0.81,0.8,0.8,0.4510519326888501,24951,0.0,0.0,True
2022-12-21 00:00:00+00:00,0.7970999908447266,0.7971099853515625,0.7951000213623047,0.8,0.4510519326888501,196396,0.0,0.0,True
2022-12-22 00:00:00+00:00,0.795,0.805,0.79,0.7975,0.44964235512626094,17298,0.0,0.0,True
2022-12-23 00:00:00+00:00,0.7900199890136719,0.7962300109863282,0.7900199890136719,0.7975,0.44964235512626094,6822,0.0,0.0,True
2022-12-28 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7962100219726562,0.7975,0.44964235512626094,11229,0.0,0.0,True
2022-12-29 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7900199890136719,0.7975,0.44964235512626094,1834,0.0,0.0,True
2022-12-30 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7900199890136719,0.7975,0.44964235512626094,3630,0.0,0.0,True
2023-01-03 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.78,0.7975,0.44964235512626094,64023,0.0,0.0,True
2023-01-04 00:00:00+00:00,0.795,0.7961299896240235,0.7920500183105469,0.7975,0.44964235512626094,9487,0.0,0.0,True
2023-01-05 00:00:00+00:00,0.79,0.7931999969482422,0.785,0.795,0.4482328106081324,102314,0.0,0.0,True
2023-01-06 00:00:00+00:00,0.8,0.805,0.78,0.785,0.4425946986245401,72977,0.0,0.0,True
2023-01-09 00:00:00+00:00,0.8,0.8,0.795,0.7875,0.44400417705374706,11,0.0,0.0,True
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2023-01-11 00:00:00+00:00,0.76,0.765,0.75,0.755,0.4256802304959203,89597,0.0,0.0,True
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2023-01-16 00:00:00+00:00,0.7446700286865234,0.76,0.7402799987792968,0.75,0.42286114145966336,122521,0.0,0.0,True
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2023-01-19 00:00:00+00:00,0.75,0.755,0.7352799987792968,0.745,0.42004201937894575,34149,0.0,0.0,True
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2023-01-24 00:00:00+00:00,0.725,0.735,0.72,0.7275,0.4101753399298897,85262,0.0,0.0,True
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2023-01-30 00:00:00+00:00,0.7055300140380859,0.73,0.705,0.7225,0.40735625089363275,130663,0.0,0.0,True
2023-01-31 00:00:00+00:00,0.72,0.73,0.72,0.7225,0.40735625089363275,20290,0.0,0.0,True
2023-02-01 00:00:00+00:00,0.72,0.74,0.71,0.7175,0.4045371288129151,54914,0.0,0.0,True
2023-02-02 00:00:00+00:00,0.725,0.73,0.71,0.71,0.40030852830299046,227926,0.0,0.0,True
2023-02-03 00:00:00+00:00,0.705,0.715,0.7049800109863281,0.7075,0.3988990498737836,84800,0.0,0.0,True
2023-02-06 00:00:00+00:00,0.7000000000000001,0.715,0.7000000000000001,0.7075,0.3988990498737836,107927,0.0,0.0,True
2023-02-07 00:00:00+00:00,0.72,0.72,0.699800033569336,0.7075,0.3988990498737836,60260,0.0,0.0,True
2023-02-08 00:00:00+00:00,0.705,0.705,0.6950000000000001,0.7075,0.3988990498737836,119539,0.0,0.0,True
2023-02-09 00:00:00+00:00,0.6950000000000001,0.715,0.685,0.685,0.38621318225508827,82440,0.0,0.0,True
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2023-02-13 00:00:00+00:00,0.705,0.705,0.6860199737548828,0.6950000000000001,0.3918513603276021,22598,0.0,0.0,True
2023-02-14 00:00:00+00:00,0.705,0.705,0.6765000152587891,0.6950000000000001,0.3918513603276021,171992,0.0,0.0,True
2023-02-15 00:00:00+00:00,0.6862799835205078,0.715,0.685,0.705,0.39748947231119436,181170,0.0,0.0,True
2023-02-16 00:00:00+00:00,0.715,0.715,0.685,0.705,0.39748947231119436,64438,0.0,0.0,True
2023-02-17 00:00:00+00:00,0.6915299987792969,0.7000000000000001,0.691510009765625,0.705,0.39748947231119436,67000,0.0,0.0,True
2023-02-20 00:00:00+00:00,0.6865499877929687,0.7000000000000001,0.6865499877929687,0.6975,0.3932608718012698,16104,0.0,0.0,True
2023-02-21 00:00:00+00:00,0.6869000244140625,0.7060800170898438,0.685,0.6975,0.3932608718012698,92018,0.0,0.0,True
2023-02-22 00:00:00+00:00,0.685,0.685,0.685,0.6975,0.3932608718012698,35000,0.0,0.0,True
2023-02-23 00:00:00+00:00,0.685,0.7072499847412109,0.685,0.6975,0.3932608718012698,20013,0.0,0.0,True
2023-02-24 00:00:00+00:00,0.705,0.715,0.675,0.7025,0.3960799277930659,27753,0.0,0.0,True
2023-02-27 00:00:00+00:00,0.715,0.715,0.685,0.7025,0.3960799277930659,44496,0.0,0.0,True
2023-02-28 00:00:00+00:00,0.7080000305175781,0.7080000305175781,0.6900000000000001,0.7025,0.3960799277930659,113948,0.0,0.0,True
2023-03-01 00:00:00+00:00,0.6900000000000001,0.704749984741211,0.6900000000000001,0.7025,0.3960799277930659,145725,0.0,0.0,True
2023-03-02 00:00:00+00:00,0.690530014038086,0.71,0.68,0.7000000000000001,0.39467041631939825,61772,0.0,0.0,True
2023-03-03 00:00:00+00:00,0.6970999908447266,0.705,0.6855400085449219,0.7000000000000001,0.39467041631939825,121964,0.0,0.0,True
2023-03-06 00:00:00+00:00,0.685,0.703489990234375,0.6807199859619141,0.6975,0.3932608718012698,23475,0.0,0.0,True
2023-03-07 00:00:00+00:00,0.68,0.705,0.68,0.6950000000000001,0.3918513603276021,71283,0.0,0.0,True
2023-03-08 00:00:00+00:00,0.71,0.71,0.68,0.6950000000000001,0.3918513603276021,1956,0.0,0.0,True
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2023-03-10 00:00:00+00:00,0.68,0.70822998046875,0.68,0.6950000000000001,0.3918513603276021,122500,0.0,0.0,True
2023-03-13 00:00:00+00:00,0.71,0.74,0.6900000000000001,0.715,0.4031276503837082,148592,0.0,0.0,True
2023-03-14 00:00:00+00:00,0.7264099884033203,0.74,0.7030000305175781,0.725,0.4087657623673004,45159,0.0,0.0,True
2023-03-15 00:00:00+00:00,0.7133000183105469,0.7322000122070312,0.7133000183105469,0.725,0.4087657623673004,16865,0.0,0.0,True
2023-03-16 00:00:00+00:00,0.7000000000000001,0.73,0.6900000000000001,0.715,0.4109207926296928,132537,0.01375,0.0,True
2023-03-17 00:00:00+00:00,0.7000000000000001,0.7180000305175781,0.6975800323486329,0.715,0.4109207926296928,61300,0.0,0.0,True
2023-03-20 00:00:00+00:00,0.7005999755859376,0.73,0.7005999755859376,0.7175,0.4123575830924591,15457,0.0,0.0,True
2023-03-21 00:00:00+00:00,0.725,0.725,0.725,0.71,0.4080472117041601,2945,0.0,0.0,True
2023-03-22 00:00:00+00:00,0.714800033569336,0.714800033569336,0.6997799682617187,0.6900000000000001,0.39655298903267294,16317,0.0,0.0,True
2023-03-23 00:00:00+00:00,0.6927999877929688,0.7000000000000001,0.675,0.6900000000000001,0.39655298903267294,134862,0.0,0.0,True
2023-03-24 00:00:00+00:00,0.6800199890136719,0.6950000000000001,0.68,0.685,0.39367940810714014,29681,0.0,0.0,True
2023-03-27 00:00:00+01:00,0.6750199890136719,0.6750199890136719,0.6750199890136719,0.685,0.39367940810714014,2000,0.0,0.0,True
2023-03-28 00:00:00+01:00,0.675,0.685,0.6402100372314453,0.65,0.37356437530529224,50588,0.0,0.0,True
2023-03-29 00:00:00+01:00,0.64,0.66,0.6202999877929688,0.635,0.3649436662055754,103482,0.0,0.0,True
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2023-03-31 00:00:00+01:00,0.64,0.64,0.61,0.625,0.35919653803139123,151699,0.0,0.0,True
2023-04-03 00:00:00+01:00,0.615,0.64,0.61,0.625,0.35919653803139123,100798,0.0,0.0,True
2023-04-04 00:00:00+01:00,0.615999984741211,0.615999984741211,0.6078499984741211,0.625,0.35919653803139123,230487,0.0,0.0,True
2023-04-05 00:00:00+01:00,0.62,0.635,0.5899399948120118,0.605,0.3477022480061415,81189,0.0,0.0,True
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2023-04-11 00:00:00+01:00,0.61,0.6123400115966797,0.605,0.6175,0.3548861666430921,242992,0.0,0.0,True
2023-04-12 00:00:00+01:00,0.61,0.63,0.6,0.615,0.3534493425034444,175252,0.0,0.0,True
2023-04-13 00:00:00+01:00,0.6081999969482422,0.63,0.6000199890136719,0.615,0.3534493425034444,337012,0.0,0.0,True
2023-04-14 00:00:00+01:00,0.61,0.63,0.6,0.615,0.3534493425034444,413264,0.0,0.0,True
2023-04-17 00:00:00+01:00,0.605,0.63,0.59,0.615,0.3534493425034444,909605,0.0,0.0,True
2023-04-18 00:00:00+01:00,0.605,0.63,0.6,0.615,0.3534493425034444,590782,0.0,0.0,True
2023-04-19 00:00:00+01:00,0.61,0.61,0.6,0.615,0.3534493425034444,76092,0.0,0.0,True
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2023-04-21 00:00:00+01:00,0.61,0.63,0.6,0.615,0.3534493425034444,88138,0.0,0.0,True
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2023-04-27 00:00:00+01:00,0.6047999954223633,0.6047999954223633,0.6,0.615,0.3534493425034444,65526,0.0,0.0,True
2023-04-28 00:00:00+01:00,0.615,0.615,0.6,0.6075,0.3491390047920266,352692,0.0,0.0,True
2023-05-02 00:00:00+01:00,0.6,0.615,0.59,0.605,0.3477022480061415,155411,0.0,0.0,True
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2023-05-09 00:00:00+01:00,0.6040000152587891,0.615999984741211,0.5920000076293945,0.61,0.35057582893167427,127134,0.0,0.0,True
2023-05-10 00:00:00+01:00,0.6175,0.63,0.605,0.62,0.35632295710585843,91162,0.0,0.0,True
2023-05-11 00:00:00+01:00,0.64,0.64,0.6129999923706054,0.625,0.35919653803139123,150975,0.0,0.0,True
2023-05-12 00:00:00+01:00,0.64,0.64,0.615999984741211,0.6275000000000001,0.36063332849415763,137235,0.0,0.0,True
2023-05-15 00:00:00+01:00,0.6290000152587891,0.6290000152587891,0.6157799911499023,0.6275000000000001,0.36063332849415763,82115,0.0,0.0,True
2023-05-16 00:00:00+01:00,0.62,0.64,0.62,0.63,0.3620700516031613,303389,0.0,0.0,True
2023-05-17 00:00:00+01:00,0.632150001525879,0.632150001525879,0.625,0.6325000000000001,0.363506875742809,28655,0.0,0.0,True
2023-05-18 00:00:00+01:00,0.65,0.65,0.6225,0.635,0.3649436662055754,57177,0.0,0.0,True
2023-05-19 00:00:00+01:00,0.63,0.665,0.625,0.645,0.37069076070287826,179958,0.0,0.0,True
2023-05-22 00:00:00+01:00,0.6430000305175781,0.665,0.625,0.6475,0.37212761851940723,158714,0.0,0.0,True
2023-05-23 00:00:00+01:00,0.6381700134277344,0.6443499755859375,0.6353200149536133,0.6475,0.37212761851940723,54054,0.0,0.0,True
2023-05-24 00:00:00+01:00,0.6354999923706055,0.6425,0.6303499984741211,0.65,0.37356437530529224,235544,0.0,0.0,True
2023-05-25 00:00:00+01:00,0.6419999694824219,0.655,0.6348899841308594,0.645,0.37069076070287826,134823,0.0,0.0,True
2023-05-26 00:00:00+01:00,0.6456700134277343,0.665,0.64,0.65,0.37356437530529224,86748,0.0,0.0,True
2023-05-30 00:00:00+01:00,0.6401499938964844,0.6436599731445313,0.6397000122070312,0.65,0.37356437530529224,50285,0.0,0.0,True
2023-05-31 00:00:00+01:00,0.64,0.665,0.64,0.6525,0.37500113209117747,26753,0.0,0.0,True
2023-06-01 00:00:00+01:00,0.65,0.665,0.6370800018310547,0.6525,0.37500113209117747,31151,0.0,0.0,True
2023-06-02 00:00:00+01:00,0.6525,0.655,0.6524800109863281,0.655,0.37643795623082504,40996,0.0,0.0,True
2023-06-05 00:00:00+01:00,0.6512799835205079,0.66,0.64125,0.655,0.37643795623082504,242498,0.0,0.0,True
2023-06-06 00:00:00+01:00,0.6506500244140625,0.67,0.6506500244140625,0.6575,0.37787471301671016,105788,0.0,0.0,True
2023-06-07 00:00:00+01:00,0.6541000366210937,0.66,0.6526000213623047,0.6575,0.37787471301671016,54325,0.0,0.0,True
2023-06-08 00:00:00+01:00,0.66,0.67,0.6531999969482422,0.655,0.37643795623082504,43990,0.0,0.0,True
2023-06-09 00:00:00+01:00,0.64,0.68,0.64,0.6625,0.38074832761912425,145162,0.0,0.0,True
2023-06-12 00:00:00+01:00,0.6604000091552734,0.685,0.65,0.6675,0.38362187486777555,116828,0.0,0.0,True
2023-06-13 00:00:00+01:00,0.6780000305175782,0.685,0.6630000305175782,0.665,0.3821850844050092,59506,0.0,0.0,True
2023-06-14 00:00:00+01:00,0.6581999969482422,0.675,0.6515499877929688,0.6575,0.37787471301671016,30072,0.0,0.0,True
2023-06-15 00:00:00+01:00,0.67,0.67,0.645479965209961,0.655,0.37643795623082504,63611,0.0,0.0,True
2023-06-16 00:00:00+01:00,0.6669999694824219,0.675,0.6669999694824219,0.66,0.3793114698025953,5074,0.0,0.0,True
2023-06-19 00:00:00+01:00,0.665,0.6900000000000001,0.665,0.6775,0.38936907039572244,161710,0.0,0.0,True
2023-06-20 00:00:00+01:00,0.67,0.68,0.66,0.675,0.3879322462560747,216682,0.0,0.0,True
2023-06-21 00:00:00+01:00,0.675,0.6900000000000001,0.66,0.6825,0.39224261764437374,150869,0.0,0.0,True
2023-06-22 00:00:00+01:00,0.67,0.6900000000000001,0.64,0.68,0.39080582718160745,201540,0.0,0.0,True
2023-06-23 00:00:00+01:00,0.675,0.6900000000000001,0.64,0.68,0.39080582718160745,133382,0.0,0.0,True
2023-06-26 00:00:00+01:00,0.66,0.6900000000000001,0.66,0.675,0.3879322462560747,103761,0.0,0.0,True
2023-06-27 00:00:00+01:00,0.66,0.6900000000000001,0.66,0.675,0.3879322462560747,30186,0.0,0.0,True
2023-06-28 00:00:00+01:00,0.67,0.6900000000000001,0.6637500000000001,0.685,0.39367940810714014,700319,0.0,0.0,True
2023-06-29 00:00:00+01:00,0.665,0.675,0.645,0.655,0.38414643744370197,18394,0.01375,0.0,True
2023-06-30 00:00:00+01:00,0.65,0.68,0.635,0.665,0.3900112431078719,148965,0.0,0.0,True
2023-07-03 00:00:00+01:00,0.66,0.67,0.65,0.665,0.3900112431078719,135586,0.0,0.0,True
2023-07-04 00:00:00+01:00,0.65,0.6682700347900391,0.65,0.6575,0.38561263026984466,57088,0.0,0.0,True
2023-07-05 00:00:00+01:00,0.6583999633789063,0.67,0.65,0.655,0.38414643744370197,306985,0.0,0.0,True
2023-07-06 00:00:00+01:00,0.65,0.665,0.65,0.655,0.38414643744370197,66894,0.0,0.0,True
2023-07-07 00:00:00+01:00,0.66,0.68,0.66,0.6725,0.394409924665098,95896,0.0,0.0,True
2023-07-10 00:00:00+01:00,0.67,0.68,0.6480000305175782,0.6575,0.38561263026984466,219017,0.0,0.0,True
2023-07-11 00:00:00+01:00,0.65,0.665,0.65,0.6575,0.38561263026984466,57209,0.0,0.0,True
2023-07-12 00:00:00+01:00,0.65,0.67,0.65,0.66,0.3870788574555867,42248,0.0,0.0,True
2023-07-13 00:00:00+01:00,0.655,0.68,0.6533000183105468,0.6675,0.39147740157441513,10284,0.0,0.0,True
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2023-07-18 00:00:00+01:00,0.655,0.68,0.6515000152587891,0.665,0.3900112431078719,318652,0.0,0.0,True
2023-07-19 00:00:00+01:00,0.68,0.68625,0.6631400299072265,0.675,0.39587608313164124,66847,0.0,0.0,True
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2023-07-21 00:00:00+01:00,0.685,0.705,0.685,0.6975,0.409071990364922,24157,0.0,0.0,True
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2023-07-25 00:00:00+01:00,0.68,0.7005000305175781,0.66,0.6900000000000001,0.40467330880769586,28074,0.0,0.0,True
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2023-07-27 00:00:00+01:00,0.675,0.6881999969482422,0.675,0.6925,0.4061395703530373,9101,0.0,0.0,True
2023-07-28 00:00:00+01:00,0.675,0.705,0.675,0.6925,0.4061395703530373,4390,0.0,0.0,True
2023-07-31 00:00:00+01:00,0.68,0.71,0.68,0.6950000000000001,0.4076057631791799,32055,0.0,0.0,True
2023-08-01 00:00:00+01:00,0.68,0.705,0.68,0.6900000000000001,0.40467330880769586,25949,0.0,0.0,True
2023-08-02 00:00:00+01:00,0.68,0.71,0.675,0.68,0.39880850314352595,37895,0.0,0.0,True
2023-08-03 00:00:00+01:00,0.675,0.71,0.67,0.67,0.3929437318389555,76873,0.0,0.0,True
2023-08-04 00:00:00+01:00,0.675,0.71,0.67,0.67,0.3929437318389555,18699,0.0,0.0,True
2023-08-07 00:00:00+01:00,0.67,0.71,0.66,0.6900000000000001,0.40467330880769586,72565,0.0,0.0,True
2023-08-08 00:00:00+01:00,0.67,0.71,0.66,0.685,0.40174095751501,13906,0.0,0.0,True
2023-08-09 00:00:00+01:00,0.67,0.7000000000000001,0.64,0.67,0.3929437318389555,66280,0.0,0.0,True
2023-08-10 00:00:00+01:00,0.65,0.6900000000000001,0.62,0.6525,0.38268021025796,579289,0.0,0.0,True
2023-08-11 00:00:00+01:00,0.64,0.665,0.64,0.6525,0.38268021025796,38863,0.0,0.0,True
2023-08-14 00:00:00+01:00,0.64,0.66,0.64,0.65,0.3812140174318174,46571,0.0,0.0,True
2023-08-15 00:00:00+01:00,0.635,0.66,0.625,0.6325000000000001,0.37095059892962007,37767,0.0,0.0,True
2023-08-16 00:00:00+01:00,0.625,0.64,0.605,0.6275000000000001,0.368018144558136,20371,0.0,0.0,True
2023-08-17 00:00:00+01:00,0.61,0.61,0.5650000000000001,0.5875,0.3445588188226581,378746,0.0,0.0,True
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2024-07-11 00:00:00+01:00,0.66,0.7000000000000001,0.66,0.6819999694824219,0.43586923410966305,42850,0.0,0.0,True
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2024-07-19 00:00:00+01:00,0.6840000152587891,0.74,0.64,0.6880000305175782,0.4397039005172412,250095,0.0,0.0,True
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2024-08-07 00:00:00+01:00,0.6484600067138672,0.71,0.6484600067138672,0.66,0.42180896519824135,150803,0.0,0.0,True
2024-08-08 00:00:00+01:00,0.66,0.68,0.66,0.665,0.42500450806767326,113882,0.0,0.0,True
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2024-08-12 00:00:00+01:00,0.6788600158691407,0.683239974975586,0.6609999847412109,0.675,0.4313955563958875,54181,0.0,0.0,True
2024-08-13 00:00:00+01:00,0.7000000000000001,0.7000000000000001,0.664000015258789,0.6769999694824219,0.4326737286508807,1052965,0.0,0.0,True
2024-08-14 00:00:00+01:00,0.67,0.6916000366210938,0.6615799713134766,0.6869999694824219,0.43906477697909496,2484889,0.0,0.0,True
2024-08-15 00:00:00+01:00,0.67,0.7012000274658203,0.67,0.685,0.4377865673134521,69183,0.0,0.0,True
2024-08-16 00:00:00+01:00,0.6841000366210938,0.7000000000000001,0.68,0.6900000000000001,0.440982110182884,139037,0.0,0.0,True
2024-08-19 00:00:00+01:00,0.6890000152587891,0.6890000152587891,0.6805000305175781,0.6900000000000001,0.440982110182884,24649,0.0,0.0,True
2024-08-20 00:00:00+01:00,0.683499984741211,0.7000000000000001,0.67,0.6950000000000001,0.44417761564166636,7612771,0.0,0.0,True
2024-08-21 00:00:00+01:00,0.7006999969482423,0.7033300018310547,0.6900000000000001,0.705,0.4505687013805302,31600,0.0,0.0,True
2024-08-22 00:00:00+01:00,0.72,0.72,0.6940000152587891,0.705,0.4505687013805302,6225720,0.0,0.0,True
2024-08-23 00:00:00+01:00,0.7031999969482422,0.705999984741211,0.6919999694824219,0.6990000152587891,0.44673407238360163,237282,0.0,0.0,True
2024-08-27 00:00:00+01:00,0.6919999694824219,0.71552001953125,0.6919999694824219,0.705999984741211,0.4512077500973772,200275,0.0,0.0,True
2024-08-28 00:00:00+01:00,0.705999984741211,0.72,0.6976999664306641,0.71,0.4537642068393125,130604,0.0,0.0,True
2024-08-29 00:00:00+01:00,0.7040000152587891,0.71,0.700250015258789,0.7119999694824218,0.45504237909430567,51240,0.0,0.0,True
2024-08-30 00:00:00+01:00,0.71,0.7142400360107422,0.7038899993896485,0.7119999694824218,0.45504237909430567,52700,0.0,0.0,True
2024-09-02 00:00:00+01:00,0.7040000152587891,0.7180000305175781,0.7000000000000001,0.700999984741211,0.4480122446385949,527740,0.0,0.0,True
2024-09-03 00:00:00+01:00,0.71,0.72,0.7000000000000001,0.705,0.4505687013805302,4831760,0.0,0.0,True
2024-09-04 00:00:00+01:00,0.7040000152587891,0.71,0.6959999847412109,0.705,0.4505687013805302,104270,0.0,0.0,True
2024-09-05 00:00:00+01:00,0.7000000000000001,0.7040000152587891,0.6859999847412109,0.6919999694824219,0.45105289459228515,222524,0.01375,0.0,False
2024-09-06 00:00:00+01:00,0.7180000305175781,0.75,0.71,0.715999984741211,0.4666963577270508,1764695,0.0,0.0,False
2024-09-09 00:00:00+01:00,0.72,0.7206800079345703,0.71,0.715,0.4660445785522461,450503,0.0,0.0,False
2024-09-10 00:00:00+01:00,0.7180000305175781,0.72,0.7119999694824218,0.715999984741211,0.4666963577270508,115944,0.0,0.0,False
2024-09-11 00:00:00+01:00,0.7180000305175781,0.72,0.71,0.7130000305175781,0.46474098205566405,237914,0.0,0.0,False
2024-09-12 00:00:00+01:00,0.72,0.7219999694824218,0.7119999694824218,0.715999984741211,0.4666963577270508,371034,0.0,0.0,False
2024-09-13 00:00:00+01:00,0.72,0.72,0.712979965209961,0.7180000305175781,0.46800003051757816,634981,0.0,0.0,False
2024-09-16 00:00:00+01:00,0.7219999694824218,0.7219999694824218,0.7140000152587891,0.7169999694824218,0.46734817504882814,1095043,0.0,0.0,False
2024-09-17 00:00:00+01:00,0.7180000305175781,0.7219999694824218,0.7138200378417969,0.7190000152587891,0.46865180969238285,667418,0.0,0.0,False
2024-09-18 00:00:00+01:00,0.7219999694824218,0.7219999694824218,0.7140000152587891,0.7180000305175781,0.46800003051757816,1771156,0.0,0.0,False
2024-09-19 00:00:00+01:00,0.4640000152587891,0.4909999847412109,0.4520000076293945,0.4640000152587891,0.4640000152587891,794932,0.25,0.0,False
2024-09-20 00:00:00+01:00,0.4458200073242188,0.480999984741211,0.4458200073242188,0.46950000762939453,0.46950000762939453,328898,0.0,0.0,False
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits Repaired?
2 2022-01-04 00:00:00+00:00 1.0 1.0081999969482422 0.995 1.0050000000000001 0.5323378371801033 52881 0.0 0.0 True
3 2022-01-05 00:00:00+00:00 0.99 1.01 0.98 0.995 0.5270409262778081 22801 0.0 0.0 True
4 2022-01-06 00:00:00+00:00 0.98 0.9876000213623047 0.98 0.99 0.5243923776357202 21669 0.0 0.0 True
5 2022-01-07 00:00:00+00:00 0.97 0.9878800201416016 0.97 0.99 0.5243923776357202 739820 0.0 0.0 True
6 2022-01-10 00:00:00+00:00 0.975 0.9819999694824219 0.97 0.985 0.5217440775028062 127373 0.0 0.0 True
7 2022-01-11 00:00:00+00:00 0.985 0.985 0.96 0.975 0.5164471976641575 81247 0.0 0.0 True
8 2022-01-12 00:00:00+00:00 0.9606300354003906 0.979800033569336 0.9605999755859376 0.9625 0.5098261366954053 59847 0.0 0.0 True
9 2022-01-13 00:00:00+00:00 0.96 0.99 0.9400000000000001 0.9575 0.5071776812442574 313916 0.0 0.0 True
10 2022-01-14 00:00:00+00:00 0.9519999694824219 0.9519999694824219 0.9420800018310547 0.9550000000000001 0.5058534690505072 30750 0.0 0.0 True
11 2022-01-17 00:00:00+00:00 0.9602500152587891 0.960999984741211 0.9551499938964844 0.9625 0.5098261366954053 39189 0.0 0.0 True
12 2022-01-18 00:00:00+00:00 0.96 0.96 0.9447599792480469 0.9500000000000001 0.5032049514720661 104432 0.0 0.0 True
13 2022-01-19 00:00:00+00:00 0.97 0.97 0.9400000000000001 0.9550000000000001 0.5058534690505072 100814 0.0 0.0 True
14 2022-01-20 00:00:00+00:00 0.9573999786376953 0.9573999786376953 0.935 0.9525 0.5045291636658168 27032 0.0 0.0 True
15 2022-01-21 00:00:00+00:00 0.9540000152587891 0.9540000152587891 0.9538400268554688 0.9500000000000001 0.5032049514720661 10637 0.0 0.0 True
16 2022-01-24 00:00:00+00:00 0.93 0.9320999908447266 0.93 0.9400000000000001 0.497908040569771 31611 0.0 0.0 True
17 2022-01-25 00:00:00+00:00 0.93 0.939800033569336 0.93 0.9400000000000001 0.497908040569771 25138 0.0 0.0 True
18 2022-01-26 00:00:00+00:00 0.93 0.9433300018310548 0.93 0.9400000000000001 0.497908040569771 562810 0.0 0.0 True
19 2022-01-27 00:00:00+00:00 0.93 0.9430000305175782 0.93 0.9400000000000001 0.497908040569771 54870 0.0 0.0 True
20 2022-01-28 00:00:00+00:00 0.9416699981689454 0.9416699981689454 0.9416699981689454 0.9375 0.4965837973123739 2345 0.0 0.0 True
21 2022-01-31 00:00:00+00:00 0.9497000122070313 0.9497000122070313 0.9394999694824219 0.935 0.49525952299132997 17957 0.0 0.0 True
22 2022-02-01 00:00:00+00:00 0.93 0.9500000000000001 0.93 0.935 0.49525952299132997 142653 0.0 0.0 True
23 2022-02-02 00:00:00+00:00 0.9430000305175782 0.9433300018310548 0.9359999847412109 0.9400000000000001 0.497908040569771 104328 0.0 0.0 True
24 2022-02-03 00:00:00+00:00 0.9400000000000001 0.9500000000000001 0.9359999847412109 0.9400000000000001 0.497908040569771 229957 0.0 0.0 True
25 2022-02-04 00:00:00+00:00 0.9430000305175782 0.9430000305175782 0.9426999664306641 0.9400000000000001 0.497908040569771 18851 0.0 0.0 True
26 2022-02-07 00:00:00+00:00 0.9426000213623047 0.9426000213623047 0.9383999633789063 0.9400000000000001 0.497908040569771 78709 0.0 0.0 True
27 2022-02-08 00:00:00+00:00 0.9387999725341797 0.9426000213623047 0.9387999725341797 0.9400000000000001 0.497908040569771 16086 0.0 0.0 True
28 2022-02-09 00:00:00+00:00 0.9388800048828125 0.9423999786376953 0.9388800048828125 0.935 0.49525952299132997 38600 0.0 0.0 True
29 2022-02-10 00:00:00+00:00 0.9390399932861329 0.9400000000000001 0.93 0.9400000000000001 0.497908040569771 33024 0.0 0.0 True
30 2022-02-11 00:00:00+00:00 0.9331700134277344 0.9400000000000001 0.9322000122070313 0.9400000000000001 0.497908040569771 94405 0.0 0.0 True
31 2022-02-14 00:00:00+00:00 0.9389700317382813 0.9423999786376953 0.9300499725341798 0.9400000000000001 0.497908040569771 248153 0.0 0.0 True
32 2022-02-15 00:00:00+00:00 0.9418000030517578 0.9418000030517578 0.93 0.9400000000000001 0.497908040569771 36043 0.0 0.0 True
33 2022-02-16 00:00:00+00:00 0.93 0.9418000030517578 0.93 0.9400000000000001 0.497908040569771 49456 0.0 0.0 True
34 2022-02-17 00:00:00+00:00 0.9415000152587891 0.9500000000000001 0.935 0.9425 0.4992322527635215 283 0.0 0.0 True
35 2022-02-18 00:00:00+00:00 0.941449966430664 0.941449966430664 0.93 0.9400000000000001 0.497908040569771 47450 0.0 0.0 True
36 2022-02-21 00:00:00+00:00 0.941449966430664 0.941449966430664 0.9336000061035157 0.9400000000000001 0.497908040569771 20036 0.0 0.0 True
37 2022-02-22 00:00:00+00:00 0.93 0.9331700134277344 0.93 0.93 0.49261112966747583 199353 0.0 0.0 True
38 2022-02-23 00:00:00+00:00 0.9400000000000001 0.9400000000000001 0.9400000000000001 0.9400000000000001 0.497908040569771 0 0.0 0.0 True
39 2022-02-24 00:00:00+00:00 0.9257499694824219 0.9400000000000001 0.925 0.9325 0.49393537292487294 29083 0.0 0.0 True
40 2022-02-25 00:00:00+00:00 0.9400000000000001 0.9500000000000001 0.9257499694824219 0.9400000000000001 0.497908040569771 66558 0.0 0.0 True
41 2022-02-28 00:00:00+00:00 0.9418800354003907 0.9418800354003907 0.9373799896240235 0.9425 0.4992322527635215 27485 0.0 0.0 True
42 2022-03-01 00:00:00+00:00 0.935 0.9417500305175781 0.925 0.925 0.4899626120890348 19195 0.0 0.0 True
43 2022-03-02 00:00:00+00:00 0.925 0.9500000000000001 0.925 0.9375 0.4965837973123739 43922 0.0 0.0 True
44 2022-03-03 00:00:00+00:00 0.9233000183105469 0.9383300018310547 0.915 0.9325 0.5012916395986311 1087794 0.01375 0.0 True
45 2022-03-04 00:00:00+00:00 0.9205500030517578 0.9344400024414062 0.915 0.9275 0.49860378781259546 84905 0.0 0.0 True
46 2022-03-07 00:00:00+00:00 0.9169999694824219 0.93 0.91 0.92 0.49457197861188434 17710 0.0 0.0 True
47 2022-03-08 00:00:00+00:00 0.91 0.9209999847412109 0.91 0.92 0.49457197861188434 77354 0.0 0.0 True
48 2022-03-09 00:00:00+00:00 0.93 0.9400000000000001 0.9024800109863281 0.9225 0.49591587298324397 96450 0.0 0.0 True
49 2022-03-10 00:00:00+00:00 0.905 0.925 0.905 0.9225 0.49591587298324397 72778 0.0 0.0 True
50 2022-03-11 00:00:00+00:00 0.9 0.92 0.9 0.92 0.49457197861188434 9533 0.0 0.0 True
51 2022-03-14 00:00:00+00:00 0.9 0.93 0.89 0.9075 0.487852128495189 399831 0.0 0.0 True
52 2022-03-15 00:00:00+00:00 0.895 0.9065000152587891 0.89 0.905 0.48650826564548755 100954 0.0 0.0 True
53 2022-03-16 00:00:00+00:00 0.9057499694824219 0.90802001953125 0.890999984741211 0.905 0.48650826564548755 129696 0.0 0.0 True
54 2022-03-17 00:00:00+00:00 0.9065000152587891 0.9065000152587891 0.8933000183105468 0.905 0.48650826564548755 1919 0.0 0.0 True
55 2022-03-18 00:00:00+00:00 0.8933799743652344 0.9137000274658204 0.836500015258789 0.9075 0.487852128495189 100200 0.0 0.0 True
56 2022-03-21 00:00:00+00:00 0.895 0.9087500000000001 0.885 0.9075 0.487852128495189 201611 0.0 0.0 True
57 2022-03-22 00:00:00+00:00 0.895 0.91 0.8855000305175782 0.895 0.4811324359867842 79329 0.0 0.0 True
58 2022-03-23 00:00:00+00:00 0.88 0.91 0.865 0.8825000000000001 0.4744127119567212 102007 0.0 0.0 True
59 2022-03-24 00:00:00+00:00 0.875 0.8797499847412109 0.865 0.88 0.47306875454204544 95454 0.0 0.0 True
60 2022-03-25 00:00:00+00:00 0.86 0.875 0.84 0.84 0.4515656880804971 210408 0.0 0.0 True
61 2022-03-28 00:00:00+01:00 0.86 0.864749984741211 0.8425 0.855 0.45962933800357775 558607 0.0 0.0 True
62 2022-03-29 00:00:00+01:00 0.855 0.87 0.84 0.8575 0.4609733269399117 180009 0.0 0.0 True
63 2022-03-30 00:00:00+01:00 0.845 0.865999984741211 0.835 0.85 0.4569415177392005 164438 0.0 0.0 True
64 2022-03-31 00:00:00+01:00 0.835 0.87 0.8307099914550782 0.845 0.45425353986653266 254757 0.0 0.0 True
65 2022-04-01 00:00:00+01:00 0.86 0.87 0.835 0.8525 0.4582853175455857 373282 0.0 0.0 True
66 2022-04-04 00:00:00+01:00 0.87 0.870999984741211 0.85 0.855 0.45962933800357775 231869 0.0 0.0 True
67 2022-04-05 00:00:00+01:00 0.85 0.8584200286865235 0.835 0.8475 0.45559749728120824 496249 0.0 0.0 True
68 2022-04-06 00:00:00+01:00 0.85 0.8744999694824219 0.85 0.8725 0.46903694534133417 1075294 0.0 0.0 True
69 2022-04-07 00:00:00+01:00 0.875 0.8787300109863282 0.85 0.87 0.4676930194483166 273682 0.0 0.0 True
70 2022-04-08 00:00:00+01:00 0.88 0.88 0.85 0.8775000000000001 0.47172482864902787 171206 0.0 0.0 True
71 2022-04-11 00:00:00+01:00 0.88 0.9066999816894531 0.875 0.895 0.4811324359867842 293971 0.0 0.0 True
72 2022-04-12 00:00:00+01:00 0.89 0.9065000152587891 0.89 0.8975 0.48247645644477616 50877 0.0 0.0 True
73 2022-04-13 00:00:00+01:00 0.88 0.9063999938964844 0.88 0.895 0.4811324359867842 108600 0.0 0.0 True
74 2022-04-14 00:00:00+01:00 0.9063999938964844 0.9063999938964844 0.8877999877929688 0.895 0.4811324359867842 42494 0.0 0.0 True
75 2022-04-19 00:00:00+01:00 0.8877999877929688 0.9063999938964844 0.8877999877929688 0.895 0.4811324359867842 46000 0.0 0.0 True
76 2022-04-20 00:00:00+01:00 0.9061699676513673 0.90625 0.88 0.895 0.4811324359867842 132614 0.0 0.0 True
77 2022-04-21 00:00:00+01:00 0.90572998046875 0.905739974975586 0.8847200012207032 0.8925000000000001 0.4797885416154247 30000 0.0 0.0 True
78 2022-04-22 00:00:00+01:00 0.8899199676513672 0.8899199676513672 0.88 0.885 0.47575673241471333 64170 0.0 0.0 True
79 2022-04-25 00:00:00+01:00 0.8841000366210938 0.9051000213623047 0.875 0.8875000000000001 0.477100626786073 224192 0.0 0.0 True
80 2022-04-26 00:00:00+01:00 0.895 0.91 0.88 0.9075 0.487852128495189 159562 0.0 0.0 True
81 2022-04-27 00:00:00+01:00 0.92 0.92 0.9 0.92 0.49457197861188434 152250 0.0 0.0 True
82 2022-04-28 00:00:00+01:00 0.9137999725341797 0.9180000305175782 0.9 0.915 0.4918840007392163 101250 0.0 0.0 True
83 2022-04-29 00:00:00+01:00 0.9176100158691406 0.93 0.9076000213623047 0.915 0.4918840007392163 126323 0.0 0.0 True
84 2022-05-03 00:00:00+01:00 0.9176100158691406 0.925 0.905 0.9125 0.4905400748461987 105067 0.0 0.0 True
85 2022-05-04 00:00:00+01:00 0.905 0.9174900054931641 0.905 0.915 0.4918840007392163 46979 0.0 0.0 True
86 2022-05-05 00:00:00+01:00 0.9050299835205078 0.9173999786376953 0.905 0.915 0.4918840007392163 81322 0.0 0.0 True
87 2022-05-06 00:00:00+01:00 0.9155000305175781 0.9155000305175781 0.9055000305175781 0.915 0.4918840007392163 36888 0.0 0.0 True
88 2022-05-09 00:00:00+01:00 0.93 0.93 0.9055000305175781 0.915 0.4918840007392163 70100 0.0 0.0 True
89 2022-05-10 00:00:00+01:00 0.93 0.935 0.9 0.9225 0.49591587298324397 92186 0.0 0.0 True
90 2022-05-11 00:00:00+01:00 0.93 0.9333300018310547 0.9102500152587891 0.9225 0.49591587298324397 37162 0.0 0.0 True
91 2022-05-12 00:00:00+01:00 0.9159999847412109 0.9159999847412109 0.9159999847412109 0.9225 0.49591587298324397 39200 0.0 0.0 True
92 2022-05-13 00:00:00+01:00 0.9166300201416016 0.9166300201416016 0.9159999847412109 0.9225 0.49591587298324397 21270 0.0 0.0 True
93 2022-05-16 00:00:00+01:00 0.9333300018310547 0.9333300018310547 0.9102500152587891 0.925 0.4972597043112873 50396 0.0 0.0 True
94 2022-05-17 00:00:00+01:00 0.9283000183105469 0.9283000183105469 0.9189800262451172 0.9225 0.49591587298324397 43700 0.0 0.0 True
95 2022-05-18 00:00:00+01:00 0.925 0.925 0.9183300018310547 0.92 0.49457197861188434 47148 0.0 0.0 True
96 2022-05-19 00:00:00+01:00 0.915 0.9326000213623047 0.915 0.925 0.4972597043112873 55044 0.0 0.0 True
97 2022-05-20 00:00:00+01:00 0.92 0.93 0.92 0.9225 0.49591587298324397 38723 0.0 0.0 True
98 2022-05-23 00:00:00+01:00 0.92 0.935 0.9173999786376953 0.9275 0.49860378781259546 48383 0.0 0.0 True
99 2022-05-24 00:00:00+01:00 0.92 0.9309999847412109 0.92 0.9275 0.49860378781259546 54022 0.0 0.0 True
100 2022-05-25 00:00:00+01:00 0.92 0.9290000152587891 0.91 0.9225 0.49591587298324397 129212 0.0 0.0 True
101 2022-05-26 00:00:00+01:00 0.915 0.93 0.9 0.915 0.4918840007392163 77084 0.0 0.0 True
102 2022-05-27 00:00:00+01:00 0.9105000305175781 0.92 0.91 0.9225 0.49591587298324397 29564 0.0 0.0 True
103 2022-05-30 00:00:00+01:00 0.9322499847412109 0.935 0.9322499847412109 0.9225 0.49591587298324397 44400 0.0 0.0 True
104 2022-05-31 00:00:00+01:00 0.9310800170898438 0.9310800170898438 0.9100299835205078 0.9225 0.49591587298324397 102585 0.0 0.0 True
105 2022-06-01 00:00:00+01:00 0.91 0.93375 0.895 0.91 0.48919614895318103 78209 0.0 0.0 True
106 2022-06-06 00:00:00+01:00 0.91 0.91 0.91 0.91 0.48919614895318103 0 0.0 0.0 True
107 2022-06-07 00:00:00+01:00 0.9 0.9 0.9 0.9075 0.487852128495189 28000 0.0 0.0 True
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280 2023-02-10 00:00:00+00:00 0.7000000000000001 0.7000000000000001 0.6859999847412109 0.6950000000000001 0.3918513603276021 143090 0.0 0.0 True
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293 2023-03-01 00:00:00+00:00 0.6900000000000001 0.704749984741211 0.6900000000000001 0.7025 0.3960799277930659 145725 0.0 0.0 True
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300 2023-03-10 00:00:00+00:00 0.68 0.70822998046875 0.68 0.6950000000000001 0.3918513603276021 122500 0.0 0.0 True
301 2023-03-13 00:00:00+00:00 0.71 0.74 0.6900000000000001 0.715 0.4031276503837082 148592 0.0 0.0 True
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386 2023-07-17 00:00:00+01:00 0.65 0.68 0.65 0.665 0.3900112431078719 18315 0.0 0.0 True
387 2023-07-18 00:00:00+01:00 0.655 0.68 0.6515000152587891 0.665 0.3900112431078719 318652 0.0 0.0 True
388 2023-07-19 00:00:00+01:00 0.68 0.68625 0.6631400299072265 0.675 0.39587608313164124 66847 0.0 0.0 True
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392 2023-07-25 00:00:00+01:00 0.68 0.7005000305175781 0.66 0.6900000000000001 0.40467330880769586 28074 0.0 0.0 True
393 2023-07-26 00:00:00+01:00 0.68 0.71 0.675 0.6950000000000001 0.4076057631791799 67188 0.0 0.0 True
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540 2024-02-22 00:00:00+00:00 0.705 0.705 0.655 0.6725 0.4117138705410392 104485 0.0 0.0 True
541 2024-02-23 00:00:00+00:00 0.6840000152587891 0.6840000152587891 0.655 0.6725 0.4117138705410392 150470 0.0 0.0 True
542 2024-02-26 00:00:00+00:00 0.6680000305175782 0.683499984741211 0.6680000305175782 0.68 0.4163054501221958 125830 0.0 0.0 True
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683 2024-09-17 00:00:00+01:00 0.7180000305175781 0.7219999694824218 0.7138200378417969 0.7190000152587891 0.46865180969238285 667418 0.0 0.0 False
684 2024-09-18 00:00:00+01:00 0.7219999694824218 0.7219999694824218 0.7140000152587891 0.7180000305175781 0.46800003051757816 1771156 0.0 0.0 False
685 2024-09-19 00:00:00+01:00 0.4640000152587891 0.4909999847412109 0.4520000076293945 0.4640000152587891 0.4640000152587891 794932 0.25 0.0 False
686 2024-09-20 00:00:00+01:00 0.4458200073242188 0.480999984741211 0.4458200073242188 0.46950000762939453 0.46950000762939453 328898 0.0 0.0 False

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@@ -0,0 +1,686 @@
Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
2022-01-04 00:00:00+00:00,1.0,1.0081999969482422,0.995,1.0050000000000001,0.6537248229980469,52881,0.0,0.0
2022-01-05 00:00:00+00:00,0.99,1.01,0.98,0.995,0.6472200775146485,22801,0.0,0.0
2022-01-06 00:00:00+00:00,0.98,0.9876000213623047,0.98,0.99,0.6439675903320312,21669,0.0,0.0
2022-01-07 00:00:00+00:00,0.97,0.9878800201416016,0.97,0.99,0.6439675903320312,739820,0.0,0.0
2022-01-10 00:00:00+00:00,0.975,0.9819999694824219,0.97,0.985,0.6407154083251954,127373,0.0,0.0
2022-01-11 00:00:00+00:00,0.985,0.985,0.96,0.975,0.6342107009887695,81247,0.0,0.0
2022-01-12 00:00:00+00:00,0.9606300354003906,0.979800033569336,0.9605999755859376,0.9625,0.6260798645019532,59847,0.0,0.0
2022-01-13 00:00:00+00:00,0.96,0.99,0.9400000000000001,0.9575,0.6228274917602539,313916,0.0,0.0
2022-01-14 00:00:00+00:00,0.9519999694824219,0.9519999694824219,0.9420800018310547,0.9550000000000001,0.6212013244628907,30750,0.0,0.0
2022-01-17 00:00:00+00:00,0.9602500152587891,0.960999984741211,0.9551499938964844,0.9625,0.6260798645019532,39189,0.0,0.0
2022-01-18 00:00:00+00:00,0.96,0.96,0.9447599792480469,0.9500000000000001,0.6179488754272461,104432,0.0,0.0
2022-01-19 00:00:00+00:00,0.97,0.97,0.9400000000000001,0.9550000000000001,0.6212013244628907,100814,0.0,0.0
2022-01-20 00:00:00+00:00,0.9573999786376953,0.9573999786376953,0.935,0.9525,0.6195750427246094,27032,0.0,0.0
2022-01-21 00:00:00+00:00,0.9540000152587891,0.9540000152587891,0.9538400268554688,0.9500000000000001,0.6179488754272461,10637,0.0,0.0
2022-01-24 00:00:00+00:00,0.93,0.9320999908447266,0.93,0.9400000000000001,0.6114441299438477,31611,0.0,0.0
2022-01-25 00:00:00+00:00,0.93,0.939800033569336,0.93,0.9400000000000001,0.6114441299438477,25138,0.0,0.0
2022-01-26 00:00:00+00:00,0.93,0.9433300018310548,0.93,0.9400000000000001,0.6114441299438477,562810,0.0,0.0
2022-01-27 00:00:00+00:00,0.93,0.9430000305175782,0.93,0.9400000000000001,0.6114441299438477,54870,0.0,0.0
2022-01-28 00:00:00+00:00,0.9416699981689454,0.9416699981689454,0.9416699981689454,0.9375,0.6098179244995118,2345,0.0,0.0
2022-01-31 00:00:00+00:00,0.9497000122070313,0.9497000122070313,0.9394999694824219,0.935,0.6081916809082032,17957,0.0,0.0
2022-02-01 00:00:00+00:00,0.93,0.9500000000000001,0.93,0.935,0.6081916809082032,142653,0.0,0.0
2022-02-02 00:00:00+00:00,0.9430000305175782,0.9433300018310548,0.9359999847412109,0.9400000000000001,0.6114441299438477,104328,0.0,0.0
2022-02-03 00:00:00+00:00,0.9400000000000001,0.9500000000000001,0.9359999847412109,0.9400000000000001,0.6114441299438477,229957,0.0,0.0
2022-02-04 00:00:00+00:00,0.9430000305175782,0.9430000305175782,0.9426999664306641,0.9400000000000001,0.6114441299438477,18851,0.0,0.0
2022-02-07 00:00:00+00:00,0.9426000213623047,0.9426000213623047,0.9383999633789063,0.9400000000000001,0.6114441299438477,78709,0.0,0.0
2022-02-08 00:00:00+00:00,0.9387999725341797,0.9426000213623047,0.9387999725341797,0.9400000000000001,0.6114441299438477,16086,0.0,0.0
2022-02-09 00:00:00+00:00,0.9388800048828125,0.9423999786376953,0.9388800048828125,0.935,0.6081916809082032,38600,0.0,0.0
2022-02-10 00:00:00+00:00,0.9390399932861329,0.9400000000000001,0.93,0.9400000000000001,0.6114441299438477,33024,0.0,0.0
2022-02-11 00:00:00+00:00,0.9331700134277344,0.9400000000000001,0.9322000122070313,0.9400000000000001,0.6114441299438477,94405,0.0,0.0
2022-02-14 00:00:00+00:00,0.9389700317382813,0.9423999786376953,0.9300499725341798,0.9400000000000001,0.6114441299438477,248153,0.0,0.0
2022-02-15 00:00:00+00:00,0.9418000030517578,0.9418000030517578,0.93,0.9400000000000001,0.6114441299438477,36043,0.0,0.0
2022-02-16 00:00:00+00:00,0.93,0.9418000030517578,0.93,0.9400000000000001,0.6114441299438477,49456,0.0,0.0
2022-02-17 00:00:00+00:00,0.9415000152587891,0.9500000000000001,0.935,0.9425,0.613070297241211,283,0.0,0.0
2022-02-18 00:00:00+00:00,0.941449966430664,0.941449966430664,0.93,0.9400000000000001,0.6114441299438477,47450,0.0,0.0
2022-02-21 00:00:00+00:00,0.941449966430664,0.941449966430664,0.9336000061035157,0.9400000000000001,0.6114441299438477,20036,0.0,0.0
2022-02-22 00:00:00+00:00,0.93,0.9331700134277344,0.93,0.93,0.6049393844604493,199353,0.0,0.0
2022-02-23 00:00:00+00:00,0.9400000000000001,0.9400000000000001,0.9400000000000001,0.9400000000000001,0.6114441299438477,0,0.0,0.0
2022-02-24 00:00:00+00:00,0.9257499694824219,0.9400000000000001,0.925,0.9325,0.6065655899047852,29083,0.0,0.0
2022-02-25 00:00:00+00:00,0.9400000000000001,0.9500000000000001,0.9257499694824219,0.9400000000000001,0.6114441299438477,66558,0.0,0.0
2022-02-28 00:00:00+00:00,0.9418800354003907,0.9418800354003907,0.9373799896240235,0.9425,0.613070297241211,27485,0.0,0.0
2022-03-01 00:00:00+00:00,0.935,0.9417500305175781,0.925,0.925,0.6016869354248047,19195,0.0,0.0
2022-03-02 00:00:00+00:00,0.925,0.9500000000000001,0.925,0.9375,0.6098179244995118,43922,0.0,0.0
2022-03-03 00:00:00+00:00,0.9233000183105469,0.9383300018310547,0.915,0.9325,0.6066545867919922,1087794,0.0001375,0.0
2022-03-04 00:00:00+00:00,0.9205500030517578,0.9344400024414062,0.915,0.9275,0.6034017944335938,84905,0.0,0.0
2022-03-07 00:00:00+00:00,0.9169999694824219,0.93,0.91,0.92,0.5985225677490235,17710,0.0,0.0
2022-03-08 00:00:00+00:00,0.91,0.9209999847412109,0.91,0.92,0.5985225677490235,77354,0.0,0.0
2022-03-09 00:00:00+00:00,0.93,0.9400000000000001,0.9024800109863281,0.9225,0.60014892578125,96450,0.0,0.0
2022-03-10 00:00:00+00:00,0.905,0.925,0.905,0.9225,0.60014892578125,72778,0.0,0.0
2022-03-11 00:00:00+00:00,0.9,0.92,0.9,0.92,0.5985225677490235,9533,0.0,0.0
2022-03-14 00:00:00+00:00,0.9,0.93,0.89,0.9075,0.5903903198242187,399831,0.0,0.0
2022-03-15 00:00:00+00:00,0.895,0.9065000152587891,0.89,0.905,0.5887639999389649,100954,0.0,0.0
2022-03-16 00:00:00+00:00,0.9057499694824219,0.90802001953125,0.890999984741211,0.905,0.5887639999389649,129696,0.0,0.0
2022-03-17 00:00:00+00:00,0.9065000152587891,0.9065000152587891,0.8933000183105468,0.905,0.5887639999389649,1919,0.0,0.0
2022-03-18 00:00:00+00:00,0.8933799743652344,0.9137000274658204,0.836500015258789,0.9075,0.5903903198242187,100200,0.0,0.0
2022-03-21 00:00:00+00:00,0.895,0.9087500000000001,0.885,0.9075,0.5903903198242187,201611,0.0,0.0
2022-03-22 00:00:00+00:00,0.895,0.91,0.8855000305175782,0.895,0.5822582626342774,79329,0.0,0.0
2022-03-23 00:00:00+00:00,0.88,0.91,0.865,0.8825000000000001,0.5741261672973633,102007,0.0,0.0
2022-03-24 00:00:00+00:00,0.875,0.8797499847412109,0.865,0.88,0.5724997329711914,95454,0.0,0.0
2022-03-25 00:00:00+00:00,0.86,0.875,0.84,0.84,0.5464770889282227,210408,0.0,0.0
2022-03-28 00:00:00+01:00,0.86,0.864749984741211,0.8425,0.855,0.556235580444336,558607,0.0,0.0
2022-03-29 00:00:00+01:00,0.855,0.87,0.84,0.8575,0.5578620529174805,180009,0.0,0.0
2022-03-30 00:00:00+01:00,0.845,0.865999984741211,0.835,0.85,0.5529828262329102,164438,0.0,0.0
2022-03-31 00:00:00+01:00,0.835,0.87,0.8307099914550782,0.845,0.5497298812866211,254757,0.0,0.0
2022-04-01 00:00:00+01:00,0.86,0.87,0.835,0.8525,0.5546090698242188,373282,0.0,0.0
2022-04-04 00:00:00+01:00,0.87,0.870999984741211,0.85,0.855,0.556235580444336,231869,0.0,0.0
2022-04-05 00:00:00+01:00,0.85,0.8584200286865235,0.835,0.8475,0.551356315612793,496249,0.0,0.0
2022-04-06 00:00:00+01:00,0.85,0.8744999694824219,0.85,0.8725,0.5676205062866211,1075294,0.0,0.0
2022-04-07 00:00:00+01:00,0.875,0.8787300109863282,0.85,0.87,0.5659941101074218,273682,0.0,0.0
2022-04-08 00:00:00+01:00,0.88,0.88,0.85,0.8775000000000001,0.5708733367919921,171206,0.0,0.0
2022-04-11 00:00:00+01:00,0.88,0.9066999816894531,0.875,0.895,0.5822582626342774,293971,0.0,0.0
2022-04-12 00:00:00+01:00,0.89,0.9065000152587891,0.89,0.8975,0.5838847732543946,50877,0.0,0.0
2022-04-13 00:00:00+01:00,0.88,0.9063999938964844,0.88,0.895,0.5822582626342774,108600,0.0,0.0
2022-04-14 00:00:00+01:00,0.9063999938964844,0.9063999938964844,0.8877999877929688,0.895,0.5822582626342774,42494,0.0,0.0
2022-04-19 00:00:00+01:00,0.8877999877929688,0.9063999938964844,0.8877999877929688,0.895,0.5822582626342774,46000,0.0,0.0
2022-04-20 00:00:00+01:00,0.9061699676513673,0.90625,0.88,0.895,0.5822582626342774,132614,0.0,0.0
2022-04-21 00:00:00+01:00,0.90572998046875,0.905739974975586,0.8847200012207032,0.8925000000000001,0.5806319046020508,30000,0.0,0.0
2022-04-22 00:00:00+01:00,0.8899199676513672,0.8899199676513672,0.88,0.885,0.5757526779174805,64170,0.0,0.0
2022-04-25 00:00:00+01:00,0.8841000366210938,0.9051000213623047,0.875,0.8875000000000001,0.5773790359497071,224192,0.0,0.0
2022-04-26 00:00:00+01:00,0.895,0.91,0.88,0.9075,0.5903903198242187,159562,0.0,0.0
2022-04-27 00:00:00+01:00,0.92,0.92,0.9,0.92,0.5985225677490235,152250,0.0,0.0
2022-04-28 00:00:00+01:00,0.9137999725341797,0.9180000305175782,0.9,0.915,0.5952696228027344,101250,0.0,0.0
2022-04-29 00:00:00+01:00,0.9176100158691406,0.93,0.9076000213623047,0.915,0.5952696228027344,126323,0.0,0.0
2022-05-03 00:00:00+01:00,0.9176100158691406,0.925,0.905,0.9125,0.5936432266235352,105067,0.0,0.0
2022-05-04 00:00:00+01:00,0.905,0.9174900054931641,0.905,0.915,0.5952696228027344,46979,0.0,0.0
2022-05-05 00:00:00+01:00,0.9050299835205078,0.9173999786376953,0.905,0.915,0.5952696228027344,81322,0.0,0.0
2022-05-06 00:00:00+01:00,0.9155000305175781,0.9155000305175781,0.9055000305175781,0.915,0.5952696228027344,36888,0.0,0.0
2022-05-09 00:00:00+01:00,0.93,0.93,0.9055000305175781,0.915,0.5952696228027344,70100,0.0,0.0
2022-05-10 00:00:00+01:00,0.93,0.935,0.9,0.9225,0.60014892578125,92186,0.0,0.0
2022-05-11 00:00:00+01:00,0.93,0.9333300018310547,0.9102500152587891,0.9225,0.60014892578125,37162,0.0,0.0
2022-05-12 00:00:00+01:00,0.9159999847412109,0.9159999847412109,0.9159999847412109,0.9225,0.60014892578125,39200,0.0,0.0
2022-05-13 00:00:00+01:00,0.9166300201416016,0.9166300201416016,0.9159999847412109,0.9225,0.60014892578125,21270,0.0,0.0
2022-05-16 00:00:00+01:00,0.9333300018310547,0.9333300018310547,0.9102500152587891,0.925,0.6017752075195313,50396,0.0,0.0
2022-05-17 00:00:00+01:00,0.9283000183105469,0.9283000183105469,0.9189800262451172,0.9225,0.60014892578125,43700,0.0,0.0
2022-05-18 00:00:00+01:00,0.925,0.925,0.9183300018310547,0.92,0.5985225677490235,47148,0.0,0.0
2022-05-19 00:00:00+01:00,0.915,0.9326000213623047,0.915,0.925,0.6017752075195313,55044,0.0,0.0
2022-05-20 00:00:00+01:00,0.92,0.93,0.92,0.9225,0.60014892578125,38723,0.0,0.0
2022-05-23 00:00:00+01:00,0.92,0.935,0.9173999786376953,0.9275,0.6034017944335938,48383,0.0,0.0
2022-05-24 00:00:00+01:00,0.92,0.9309999847412109,0.92,0.9275,0.6034017944335938,54022,0.0,0.0
2022-05-25 00:00:00+01:00,0.92,0.9290000152587891,0.91,0.9225,0.60014892578125,129212,0.0,0.0
2022-05-26 00:00:00+01:00,0.915,0.93,0.9,0.915,0.5952696228027344,77084,0.0,0.0
2022-05-27 00:00:00+01:00,0.9105000305175781,0.92,0.91,0.9225,0.60014892578125,29564,0.0,0.0
2022-05-30 00:00:00+01:00,0.9322499847412109,0.935,0.9322499847412109,0.9225,0.60014892578125,44400,0.0,0.0
2022-05-31 00:00:00+01:00,0.9310800170898438,0.9310800170898438,0.9100299835205078,0.9225,0.60014892578125,102585,0.0,0.0
2022-06-01 00:00:00+01:00,0.91,0.93375,0.895,0.91,0.592016830444336,78209,0.0,0.0
2022-06-06 00:00:00+01:00,0.91,0.91,0.91,0.91,0.592016830444336,0,0.0,0.0
2022-06-07 00:00:00+01:00,0.9,0.9,0.9,0.9075,0.5903903198242187,28000,0.0,0.0
2022-06-08 00:00:00+01:00,0.9225,0.9225,0.9080000305175782,0.92,0.5985225677490235,38675,0.0,0.0
2022-06-09 00:00:00+01:00,0.91,0.9203299713134766,0.91,0.92,0.5985225677490235,138167,0.0,0.0
2022-06-10 00:00:00+01:00,0.91,0.9208000183105469,0.91,0.9175,0.5968960189819336,54847,0.0,0.0
2022-06-13 00:00:00+01:00,0.905,0.918499984741211,0.905,0.9125,0.5936432266235352,98194,0.0,0.0
2022-06-14 00:00:00+01:00,0.9,0.9100299835205078,0.9,0.915,0.5952696228027344,37209,0.0,0.0
2022-06-15 00:00:00+01:00,0.9158000183105469,0.9158000183105469,0.9086799621582031,0.915,0.5952696228027344,20829,0.0,0.0
2022-06-16 00:00:00+01:00,0.9,0.93,0.8995999908447265,0.9075,0.5903903198242187,51704,0.0,0.0
2022-06-17 00:00:00+01:00,0.900530014038086,0.905,0.895,0.9075,0.5903903198242187,21730,0.0,0.0
2022-06-20 00:00:00+01:00,0.8995999908447265,0.905,0.895,0.9075,0.5903903198242187,65500,0.0,0.0
2022-06-21 00:00:00+01:00,0.9030000305175782,0.9030000305175782,0.902969970703125,0.9075,0.5903903198242187,9966,0.0,0.0
2022-06-22 00:00:00+01:00,0.905,0.905,0.895,0.905,0.5887639999389649,110626,0.0,0.0
2022-06-23 00:00:00+01:00,0.89,0.9,0.89,0.9,0.5856000900268555,93082,0.0001375,0.0
2022-06-24 00:00:00+01:00,0.88,0.892760009765625,0.88,0.89,0.5790933609008789,61193,0.0,0.0
2022-06-27 00:00:00+01:00,0.9,0.9,0.8775000000000001,0.8875000000000001,0.5774667739868165,110052,0.0,0.0
2022-06-28 00:00:00+01:00,0.899000015258789,0.899000015258789,0.8845999908447266,0.8925000000000001,0.5807201385498048,34216,0.0,0.0
2022-06-29 00:00:00+01:00,0.8987000274658203,0.8987000274658203,0.8847000122070313,0.8925000000000001,0.5807201385498048,29813,0.0,0.0
2022-06-30 00:00:00+01:00,0.8847200012207032,0.8980000305175782,0.8847200012207032,0.8925000000000001,0.5807201385498048,20584,0.0,0.0
2022-07-01 00:00:00+01:00,0.8980000305175782,0.8980000305175782,0.8847200012207032,0.8925000000000001,0.5807201385498048,32592,0.0,0.0
2022-07-04 00:00:00+01:00,0.88052001953125,0.8975,0.88052001953125,0.89,0.5790933609008789,18761,0.0,0.0
2022-07-05 00:00:00+01:00,0.8925000000000001,0.8925000000000001,0.8925000000000001,0.8925000000000001,0.5807201385498048,0,0.0,0.0
2022-07-06 00:00:00+01:00,0.8845999908447266,0.8845999908447266,0.8845999908447266,0.8925000000000001,0.5807201385498048,6000,0.0,0.0
2022-07-07 00:00:00+01:00,0.8975,0.8975,0.8845999908447266,0.8925000000000001,0.5807201385498048,22551,0.0,0.0
2022-07-08 00:00:00+01:00,0.885,0.885,0.8766000366210938,0.88,0.5725867462158203,35255,0.0,0.0
2022-07-11 00:00:00+01:00,0.8925000000000001,0.9,0.8766000366210938,0.89,0.5790933609008789,63371,0.0,0.0
2022-07-12 00:00:00+01:00,0.9,0.9,0.877750015258789,0.885,0.5758400726318359,101149,0.0,0.0
2022-07-13 00:00:00+01:00,0.8787999725341797,0.8918599700927734,0.8787999725341797,0.89,0.5790933609008789,676204,0.0,0.0
2022-07-14 00:00:00+01:00,0.8954000091552734,0.8954000091552734,0.888300018310547,0.8925000000000001,0.5807201385498048,32141,0.0,0.0
2022-07-15 00:00:00+01:00,0.885,0.9,0.885,0.8925000000000001,0.5807201385498048,40428,0.0,0.0
2022-07-18 00:00:00+01:00,0.89,0.892229995727539,0.89,0.895,0.5823468017578125,9700,0.0,0.0
2022-07-19 00:00:00+01:00,0.8983100128173829,0.8983100128173829,0.8961199951171875,0.8975,0.5839734268188477,3170,0.0,0.0
2022-07-20 00:00:00+01:00,0.9,0.9,0.8966600036621094,0.8975,0.5839734268188477,17865,0.0,0.0
2022-07-21 00:00:00+01:00,0.89,0.8922799682617187,0.88,0.88,0.5725867462158203,106167,0.0,0.0
2022-07-22 00:00:00+01:00,0.89,0.89,0.875,0.88,0.5725867462158203,25605,0.0,0.0
2022-07-25 00:00:00+01:00,0.89,0.89,0.875,0.88,0.5725867462158203,65985,0.0,0.0
2022-07-26 00:00:00+01:00,0.89,0.89,0.89,0.88,0.5725867462158203,23000,0.0,0.0
2022-07-27 00:00:00+01:00,0.8762300109863281,0.8899800109863282,0.8762300109863281,0.8825000000000001,0.5742134094238281,33705,0.0,0.0
2022-07-28 00:00:00+01:00,0.895,0.9,0.8825000000000001,0.885,0.5758400726318359,58488,0.0,0.0
2022-07-29 00:00:00+01:00,0.9,0.904000015258789,0.89125,0.895,0.5823468017578125,56011,0.0,0.0
2022-08-01 00:00:00+01:00,0.904000015258789,0.904000015258789,0.8881400299072266,0.895,0.5823468017578125,61976,0.0,0.0
2022-08-02 00:00:00+01:00,0.885,0.9008000183105469,0.885,0.895,0.5823468017578125,80804,0.0,0.0
2022-08-03 00:00:00+01:00,0.9007599639892578,0.9007599639892578,0.885,0.895,0.5823468017578125,99994,0.0,0.0
2022-08-04 00:00:00+01:00,0.905,0.905,0.89,0.8925000000000001,0.5807201385498048,85622,0.0,0.0
2022-08-05 00:00:00+01:00,0.885,0.9,0.875,0.88,0.5725867462158203,133235,0.0,0.0
2022-08-08 00:00:00+01:00,0.8765699768066406,0.880999984741211,0.87,0.88,0.5725867462158203,68596,0.0,0.0
2022-08-09 00:00:00+01:00,0.8788400268554688,0.8788400268554688,0.87,0.8775000000000001,0.5709601211547851,122531,0.0,0.0
2022-08-10 00:00:00+01:00,0.885,0.885,0.87,0.8775000000000001,0.5709601211547851,104656,0.0,0.0
2022-08-11 00:00:00+01:00,0.885,0.9,0.865,0.88,0.5725867462158203,171758,0.0,0.0
2022-08-12 00:00:00+01:00,0.89,0.89,0.87,0.88,0.5725867462158203,122745,0.0,0.0
2022-08-15 00:00:00+01:00,0.89,0.9,0.8744999694824219,0.9,0.5856000900268555,711956,0.0,0.0
2022-08-16 00:00:00+01:00,0.9088999938964843,0.9096900177001953,0.9032199859619141,0.9125,0.5937334060668945,379230,0.0,0.0
2022-08-17 00:00:00+01:00,0.9080999755859375,0.9081199645996094,0.9080999755859375,0.9125,0.5937334060668945,25300,0.0,0.0
2022-08-18 00:00:00+01:00,0.9080999755859375,0.908759994506836,0.905,0.9125,0.5937334060668945,63099,0.0,0.0
2022-08-19 00:00:00+01:00,0.91,0.91,0.8930400085449219,0.9025,0.587226791381836,66733,0.0,0.0
2022-08-22 00:00:00+01:00,0.8965599822998047,0.9,0.8965599822998047,0.9025,0.587226791381836,26935,0.0,0.0
2022-08-23 00:00:00+01:00,0.9,0.9,0.9,0.9025,0.587226791381836,26000,0.0,0.0
2022-08-24 00:00:00+01:00,0.89,0.9080000305175782,0.8882499694824219,0.8925000000000001,0.5807201385498048,81700,0.0,0.0
2022-08-25 00:00:00+01:00,0.905,0.905,0.88,0.8925000000000001,0.5807201385498048,62618,0.0,0.0
2022-08-26 00:00:00+01:00,0.88,0.895,0.88,0.885,0.5758400726318359,44194,0.0,0.0
2022-08-30 00:00:00+01:00,0.875,0.885,0.87,0.8775000000000001,0.5709601211547851,142501,0.0,0.0
2022-08-31 00:00:00+01:00,0.8775000000000001,0.8775000000000001,0.8775000000000001,0.8775000000000001,0.5709601211547851,0,0.0,0.0
2022-09-01 00:00:00+01:00,0.8766999816894532,0.8766999816894532,0.865,0.8725,0.5677067184448242,20129,0.0,0.0
2022-09-02 00:00:00+01:00,0.8650199890136719,0.8766999816894532,0.865,0.8725,0.5677067184448242,56146,0.0,0.0
2022-09-05 00:00:00+01:00,0.8668000030517579,0.8766999816894532,0.8625,0.8725,0.5677067184448242,124403,0.0,0.0
2022-09-06 00:00:00+01:00,0.8765499877929688,0.8765499877929688,0.8668199920654297,0.87,0.5660801696777343,12565,0.0,0.0
2022-09-07 00:00:00+01:00,0.86,0.88,0.855,0.865,0.5628267288208008,69240,0.0,0.0
2022-09-08 00:00:00+01:00,0.845,0.8523999786376953,0.845,0.855,0.5564085769653321,57495,0.0001375,0.0
2022-09-09 00:00:00+01:00,0.8530799865722657,0.865,0.8530799865722657,0.8625,0.5612893295288086,24050,0.0,0.0
2022-09-12 00:00:00+01:00,0.8597200012207031,0.8597200012207031,0.8519999694824218,0.86,0.5596624374389648,33572,0.0,0.0
2022-09-13 00:00:00+01:00,0.8573600006103516,0.8573600006103516,0.85,0.86,0.5596624374389648,66867,0.0,0.0
2022-09-14 00:00:00+01:00,0.855,0.8566000366210937,0.8503199768066406,0.8575,0.5580355453491211,20986,0.0,0.0
2022-09-15 00:00:00+01:00,0.85,0.8512000274658204,0.85,0.8575,0.5580355453491211,57000,0.0,0.0
2022-09-16 00:00:00+01:00,0.85,0.8566000366210937,0.85,0.8575,0.5580355453491211,9000,0.0,0.0
2022-09-20 00:00:00+01:00,0.8552500152587891,0.8552500152587891,0.85,0.8575,0.5580355453491211,47769,0.0,0.0
2022-09-21 00:00:00+01:00,0.845,0.855,0.845,0.85,0.5531546783447265,27960,0.0,0.0
2022-09-22 00:00:00+01:00,0.845,0.8469999694824218,0.84,0.8475,0.5515277862548829,152183,0.0,0.0
2022-09-23 00:00:00+01:00,0.85,0.85,0.8167900085449219,0.8325,0.5417661666870117,141171,0.0,0.0
2022-09-26 00:00:00+01:00,0.8287999725341797,0.8287999725341797,0.8164199829101563,0.8175,0.532004623413086,8695,0.0,0.0
2022-09-27 00:00:00+01:00,0.8,0.8150000000000001,0.78,0.7875,0.512481575012207,109140,0.0,0.0
2022-09-28 00:00:00+01:00,0.77,0.77,0.7291000366210938,0.7425,0.4831969451904297,164337,0.0,0.0
2022-09-29 00:00:00+01:00,0.735,0.745,0.735,0.7425,0.4831969451904297,128951,0.0,0.0
2022-09-30 00:00:00+01:00,0.75,0.755,0.745999984741211,0.7525000000000001,0.48970458984375004,106357,0.0,0.0
2022-10-03 00:00:00+01:00,0.7488999938964844,0.765,0.7488999938964844,0.755,0.4913315200805664,69572,0.0,0.0
2022-10-04 00:00:00+01:00,0.76,0.76,0.7579399871826172,0.76,0.49458530426025393,54521,0.0,0.0
2022-10-05 00:00:00+01:00,0.7509400177001954,0.765,0.7509400177001954,0.76,0.49458530426025393,62733,0.0,0.0
2022-10-06 00:00:00+01:00,0.765,0.765,0.7517099761962891,0.7575000000000001,0.49295845031738283,25354,0.0,0.0
2022-10-07 00:00:00+01:00,0.7632700347900391,0.7633499908447265,0.7501499938964844,0.7575000000000001,0.49295845031738283,9829,0.0,0.0
2022-10-10 00:00:00+01:00,0.75,0.76,0.7452700042724609,0.7525000000000001,0.48970458984375004,27509,0.0,0.0
2022-10-11 00:00:00+01:00,0.745,0.75,0.73,0.7375,0.4799430465698242,37234,0.0,0.0
2022-10-12 00:00:00+01:00,0.725,0.7441999816894531,0.725,0.735,0.4783161163330078,39443,0.0,0.0
2022-10-13 00:00:00+01:00,0.72,0.73,0.72,0.7325,0.4766891098022461,10161,0.0,0.0
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2022-10-18 00:00:00+01:00,0.715,0.724800033569336,0.715,0.725,0.4718083572387695,3661,0.0,0.0
2022-10-19 00:00:00+01:00,0.7222499847412109,0.7222499847412109,0.7197899627685547,0.7225,0.4701815032958985,64558,0.0,0.0
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2022-10-24 00:00:00+01:00,0.71,0.71,0.7000000000000001,0.7225,0.4701815032958985,61227,0.0,0.0
2022-10-25 00:00:00+01:00,0.71,0.73,0.705,0.72,0.4685545349121094,14255,0.0,0.0
2022-10-26 00:00:00+01:00,0.73,0.735,0.7101999664306641,0.7225,0.4701815032958985,176850,0.0,0.0
2022-10-27 00:00:00+01:00,0.7277500152587891,0.7277500152587891,0.72,0.7275,0.4734354400634766,115000,0.0,0.0
2022-10-28 00:00:00+01:00,0.725,0.7325800323486328,0.7238999938964844,0.7275,0.4734354400634766,52500,0.0,0.0
2022-10-31 00:00:00+00:00,0.725,0.745,0.725,0.73,0.47506229400634764,260500,0.0,0.0
2022-11-01 00:00:00+00:00,0.7204499816894532,0.7204499816894532,0.71,0.72,0.4685545349121094,26785,0.0,0.0
2022-11-02 00:00:00+00:00,0.71,0.7105000305175782,0.71,0.7125,0.4636737823486328,21111,0.0,0.0
2022-11-03 00:00:00+00:00,0.71,0.725,0.7000000000000001,0.71,0.46204681396484376,47487,0.0,0.0
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2022-11-07 00:00:00+00:00,0.7112000274658203,0.715,0.7083100128173828,0.705,0.45879302978515624,26302,0.0,0.0
2022-11-08 00:00:00+00:00,0.7083300018310547,0.7083300018310547,0.7081800079345704,0.705,0.45879302978515624,20278,0.0,0.0
2022-11-09 00:00:00+00:00,0.715,1.044800033569336,0.6950199890136719,0.705,0.45879302978515624,104623,0.0,0.0
2022-11-10 00:00:00+00:00,0.715,0.725,0.7081999969482422,0.72,0.4685545349121094,4267,0.0,0.0
2022-11-11 00:00:00+00:00,0.715,0.7239600372314453,0.71,0.7175,0.4669276428222656,108199,0.0,0.0
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2022-11-15 00:00:00+00:00,0.7023500061035156,0.71,0.6954499816894532,0.705,0.45879302978515624,1910573,0.0,0.0
2022-11-16 00:00:00+00:00,0.7073999786376953,0.7073999786376953,0.70052001953125,0.71,0.46204681396484376,38249,0.0,0.0
2022-11-17 00:00:00+00:00,0.7123999786376953,0.7123999786376953,0.7123999786376953,0.71,0.46204681396484376,3509,0.0,0.0
2022-11-18 00:00:00+00:00,0.7055100250244141,0.715,0.7055100250244141,0.7125,0.4636737823486328,36854,0.0,0.0
2022-11-21 00:00:00+00:00,0.72,0.72,0.7073100280761719,0.7175,0.4669276428222656,28160,0.0,0.0
2022-11-22 00:00:00+00:00,0.7227999877929687,0.7227999877929687,0.71,0.7125,0.4636737823486328,15800,0.0,0.0
2022-11-23 00:00:00+00:00,0.725,0.725,0.725,0.715,0.46530071258544925,2,0.0,0.0
2022-11-24 00:00:00+00:00,0.715,0.73,0.7059200286865235,0.72,0.4685545349121094,37073,0.0,0.0
2022-11-25 00:00:00+00:00,0.7268599700927735,0.7268599700927735,0.710999984741211,0.72,0.4685545349121094,59663,0.0,0.0
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2022-11-29 00:00:00+00:00,0.7219999694824218,0.73,0.71,0.72,0.4685545349121094,148947,0.0,0.0
2022-11-30 00:00:00+00:00,0.73,0.73,0.71125,0.73,0.47506229400634764,18638,0.0,0.0
2022-12-01 00:00:00+00:00,0.73,0.73,0.720009994506836,0.725,0.4718083572387695,8014,0.0,0.0
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2022-12-06 00:00:00+00:00,0.8150000000000001,0.875,0.8150000000000001,0.86,0.5596624374389648,170380,0.0,0.0
2022-12-07 00:00:00+00:00,0.87,0.875,0.845,0.8575,0.5580355453491211,100531,0.0,0.0
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2022-12-14 00:00:00+00:00,0.8300000000000001,0.8300000000000001,0.8300000000000001,0.85,0.5531546783447265,9186,0.0,0.0
2022-12-15 00:00:00+00:00,0.8250000000000001,0.8298999786376954,0.805,0.8125,0.5288363647460937,85801,0.0001375,0.0
2022-12-16 00:00:00+00:00,0.8,0.8150000000000001,0.8,0.8125,0.5288363647460937,47277,0.0,0.0
2022-12-19 00:00:00+00:00,0.8150000000000001,0.8250000000000001,0.8,0.8,0.5207004547119141,21228,0.0,0.0
2022-12-20 00:00:00+00:00,0.8,0.81,0.8,0.8,0.5207004547119141,24951,0.0,0.0
2022-12-21 00:00:00+00:00,0.7970999908447266,0.7971099853515625,0.7951000213623047,0.8,0.5207004547119141,196396,0.0,0.0
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2022-12-23 00:00:00+00:00,0.7900199890136719,0.7962300109863282,0.7900199890136719,0.7975,0.5190732192993164,6822,0.0,0.0
2022-12-28 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7962100219726562,0.7975,0.5190732192993164,11229,0.0,0.0
2022-12-29 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7900199890136719,0.7975,0.5190732192993164,1834,0.0,0.0
2022-12-30 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.7900199890136719,0.7975,0.5190732192993164,3630,0.0,0.0
2023-01-03 00:00:00+00:00,0.7962300109863282,0.7962300109863282,0.78,0.7975,0.5190732192993164,64023,0.0,0.0
2023-01-04 00:00:00+00:00,0.795,0.7961299896240235,0.7920500183105469,0.7975,0.5190732192993164,9487,0.0,0.0
2023-01-05 00:00:00+00:00,0.79,0.7931999969482422,0.785,0.795,0.5174460220336914,102314,0.0,0.0
2023-01-06 00:00:00+00:00,0.8,0.805,0.78,0.785,0.5109373092651367,72977,0.0,0.0
2023-01-09 00:00:00+00:00,0.8,0.8,0.795,0.7875,0.5125644302368164,11,0.0,0.0
2023-01-10 00:00:00+00:00,0.775,0.795,0.76,0.7625000000000001,0.49629261016845705,239972,0.0,0.0
2023-01-11 00:00:00+00:00,0.76,0.765,0.75,0.755,0.491411018371582,89597,0.0,0.0
2023-01-12 00:00:00+00:00,0.75,0.765,0.74,0.75,0.48815662384033204,82880,0.0,0.0
2023-01-13 00:00:00+00:00,0.74,0.76,0.74,0.7475,0.4865295028686524,42188,0.0,0.0
2023-01-16 00:00:00+00:00,0.7446700286865234,0.76,0.7402799987792968,0.75,0.48815662384033204,122521,0.0,0.0
2023-01-17 00:00:00+00:00,0.745,0.7487200164794922,0.745,0.75,0.48815662384033204,3710,0.0,0.0
2023-01-18 00:00:00+00:00,0.74,0.755,0.7355300140380859,0.745,0.48490219116210936,37432,0.0,0.0
2023-01-19 00:00:00+00:00,0.75,0.755,0.7352799987792968,0.745,0.48490219116210936,34149,0.0,0.0
2023-01-20 00:00:00+00:00,0.735,0.75,0.715,0.7325,0.47676624298095704,209970,0.0,0.0
2023-01-23 00:00:00+00:00,0.735,0.74,0.7345999908447266,0.7325,0.47676624298095704,30025,0.0,0.0
2023-01-24 00:00:00+00:00,0.725,0.735,0.72,0.7275,0.473511962890625,85262,0.0,0.0
2023-01-25 00:00:00+00:00,0.7325,0.745,0.72,0.7275,0.473511962890625,33151,0.0,0.0
2023-01-26 00:00:00+00:00,0.73,0.73,0.71,0.72,0.46863037109375,157351,0.0,0.0
2023-01-27 00:00:00+00:00,0.73,0.73,0.7104000091552735,0.72,0.46863037109375,12651,0.0,0.0
2023-01-30 00:00:00+00:00,0.7055300140380859,0.73,0.705,0.7225,0.470257568359375,130663,0.0,0.0
2023-01-31 00:00:00+00:00,0.72,0.73,0.72,0.7225,0.470257568359375,20290,0.0,0.0
2023-02-01 00:00:00+00:00,0.72,0.74,0.71,0.7175,0.46700313568115237,54914,0.0,0.0
2023-02-02 00:00:00+00:00,0.725,0.73,0.71,0.71,0.46212158203125003,227926,0.0,0.0
2023-02-03 00:00:00+00:00,0.705,0.715,0.7049800109863281,0.7075,0.4604944610595703,84800,0.0,0.0
2023-02-06 00:00:00+00:00,0.7000000000000001,0.715,0.7000000000000001,0.7075,0.4604944610595703,107927,0.0,0.0
2023-02-07 00:00:00+00:00,0.72,0.72,0.699800033569336,0.7075,0.4604944610595703,60260,0.0,0.0
2023-02-08 00:00:00+00:00,0.705,0.705,0.6950000000000001,0.7075,0.4604944610595703,119539,0.0,0.0
2023-02-09 00:00:00+00:00,0.6950000000000001,0.715,0.685,0.685,0.445849723815918,82440,0.0,0.0
2023-02-10 00:00:00+00:00,0.7000000000000001,0.7000000000000001,0.6859999847412109,0.6950000000000001,0.452358512878418,143090,0.0,0.0
2023-02-13 00:00:00+00:00,0.705,0.705,0.6860199737548828,0.6950000000000001,0.452358512878418,22598,0.0,0.0
2023-02-14 00:00:00+00:00,0.705,0.705,0.6765000152587891,0.6950000000000001,0.452358512878418,171992,0.0,0.0
2023-02-15 00:00:00+00:00,0.6862799835205078,0.715,0.685,0.705,0.4588672256469727,181170,0.0,0.0
2023-02-16 00:00:00+00:00,0.715,0.715,0.685,0.705,0.4588672256469727,64438,0.0,0.0
2023-02-17 00:00:00+00:00,0.6915299987792969,0.7000000000000001,0.691510009765625,0.705,0.4588672256469727,67000,0.0,0.0
2023-02-20 00:00:00+00:00,0.6865499877929687,0.7000000000000001,0.6865499877929687,0.6975,0.4539856719970703,16104,0.0,0.0
2023-02-21 00:00:00+00:00,0.6869000244140625,0.7060800170898438,0.685,0.6975,0.4539856719970703,92018,0.0,0.0
2023-02-22 00:00:00+00:00,0.685,0.685,0.685,0.6975,0.4539856719970703,35000,0.0,0.0
2023-02-23 00:00:00+00:00,0.685,0.7072499847412109,0.685,0.6975,0.4539856719970703,20013,0.0,0.0
2023-02-24 00:00:00+00:00,0.705,0.715,0.675,0.7025,0.45724002838134764,27753,0.0,0.0
2023-02-27 00:00:00+00:00,0.715,0.715,0.685,0.7025,0.45724002838134764,44496,0.0,0.0
2023-02-28 00:00:00+00:00,0.7080000305175781,0.7080000305175781,0.6900000000000001,0.7025,0.45724002838134764,113948,0.0,0.0
2023-03-01 00:00:00+00:00,0.6900000000000001,0.704749984741211,0.6900000000000001,0.7025,0.45724002838134764,145725,0.0,0.0
2023-03-02 00:00:00+00:00,0.690530014038086,0.71,0.68,0.7000000000000001,0.45561286926269534,61772,0.0,0.0
2023-03-03 00:00:00+00:00,0.6970999908447266,0.705,0.6855400085449219,0.7000000000000001,0.45561286926269534,121964,0.0,0.0
2023-03-06 00:00:00+00:00,0.685,0.703489990234375,0.6807199859619141,0.6975,0.4539856719970703,23475,0.0,0.0
2023-03-07 00:00:00+00:00,0.68,0.705,0.68,0.6950000000000001,0.452358512878418,71283,0.0,0.0
2023-03-08 00:00:00+00:00,0.71,0.71,0.68,0.6950000000000001,0.452358512878418,1956,0.0,0.0
2023-03-09 00:00:00+00:00,0.71,0.71,0.6818599700927734,0.6950000000000001,0.452358512878418,57587,0.0,0.0
2023-03-10 00:00:00+00:00,0.68,0.70822998046875,0.68,0.6950000000000001,0.452358512878418,122500,0.0,0.0
2023-03-13 00:00:00+00:00,0.71,0.74,0.6900000000000001,0.715,0.46537601470947265,148592,0.0,0.0
2023-03-14 00:00:00+00:00,0.7264099884033203,0.74,0.7030000305175781,0.725,0.47188472747802734,45159,0.0,0.0
2023-03-15 00:00:00+00:00,0.7133000183105469,0.7322000122070312,0.7133000183105469,0.725,0.47188472747802734,16865,0.0,0.0
2023-03-16 00:00:00+00:00,0.7000000000000001,0.73,0.6900000000000001,0.715,0.4654642486572266,132537,0.0001375,0.0
2023-03-17 00:00:00+00:00,0.7000000000000001,0.7180000305175781,0.6975800323486329,0.715,0.4654642486572266,61300,0.0,0.0
2023-03-20 00:00:00+00:00,0.7005999755859376,0.73,0.7005999755859376,0.7175,0.4670917510986328,15457,0.0,0.0
2023-03-21 00:00:00+00:00,0.725,0.725,0.725,0.71,0.4622092437744141,2945,0.0,0.0
2023-03-22 00:00:00+00:00,0.714800033569336,0.714800033569336,0.6997799682617187,0.6900000000000001,0.44918933868408206,16317,0.0,0.0
2023-03-23 00:00:00+00:00,0.6927999877929688,0.7000000000000001,0.675,0.6900000000000001,0.44918933868408206,134862,0.0,0.0
2023-03-24 00:00:00+00:00,0.6800199890136719,0.6950000000000001,0.68,0.685,0.44593433380126957,29681,0.0,0.0
2023-03-27 00:00:00+01:00,0.6750199890136719,0.6750199890136719,0.6750199890136719,0.685,0.44593433380126957,2000,0.0,0.0
2023-03-28 00:00:00+01:00,0.675,0.685,0.6402100372314453,0.65,0.4231493377685547,50588,0.0,0.0
2023-03-29 00:00:00+01:00,0.64,0.66,0.6202999877929688,0.635,0.41338436126708983,103482,0.0,0.0
2023-03-30 00:00:00+01:00,0.62,0.65,0.6150199890136719,0.625,0.40687438964843753,458003,0.0,0.0
2023-03-31 00:00:00+01:00,0.64,0.64,0.61,0.625,0.40687438964843753,151699,0.0,0.0
2023-04-03 00:00:00+01:00,0.615,0.64,0.61,0.625,0.40687438964843753,100798,0.0,0.0
2023-04-04 00:00:00+01:00,0.615999984741211,0.615999984741211,0.6078499984741211,0.625,0.40687438964843753,230487,0.0,0.0
2023-04-05 00:00:00+01:00,0.62,0.635,0.5899399948120118,0.605,0.3938544082641602,81189,0.0,0.0
2023-04-06 00:00:00+01:00,0.6129999923706054,0.6129999923706054,0.605,0.6175,0.4019918823242188,452003,0.0,0.0
2023-04-11 00:00:00+01:00,0.61,0.6123400115966797,0.605,0.6175,0.4019918823242188,242992,0.0,0.0
2023-04-12 00:00:00+01:00,0.61,0.63,0.6,0.615,0.40036434173583985,175252,0.0,0.0
2023-04-13 00:00:00+01:00,0.6081999969482422,0.63,0.6000199890136719,0.615,0.40036434173583985,337012,0.0,0.0
2023-04-14 00:00:00+01:00,0.61,0.63,0.6,0.615,0.40036434173583985,413264,0.0,0.0
2023-04-17 00:00:00+01:00,0.605,0.63,0.59,0.615,0.40036434173583985,909605,0.0,0.0
2023-04-18 00:00:00+01:00,0.605,0.63,0.6,0.615,0.40036434173583985,590782,0.0,0.0
2023-04-19 00:00:00+01:00,0.61,0.61,0.6,0.615,0.40036434173583985,76092,0.0,0.0
2023-04-20 00:00:00+01:00,0.63,0.63,0.6,0.615,0.40036434173583985,37563,0.0,0.0
2023-04-21 00:00:00+01:00,0.61,0.63,0.6,0.615,0.40036434173583985,88138,0.0,0.0
2023-04-24 00:00:00+01:00,0.6006000137329102,0.6043999862670899,0.595629997253418,0.615,0.40036434173583985,147667,0.0,0.0
2023-04-25 00:00:00+01:00,0.6,0.6029999923706055,0.6,0.615,0.40036434173583985,30355,0.0,0.0
2023-04-26 00:00:00+01:00,0.6047999954223633,0.610999984741211,0.587599983215332,0.615,0.40036434173583985,2967032,0.0,0.0
2023-04-27 00:00:00+01:00,0.6047999954223633,0.6047999954223633,0.6,0.615,0.40036434173583985,65526,0.0,0.0
2023-04-28 00:00:00+01:00,0.615,0.615,0.6,0.6075,0.39548187255859374,352692,0.0,0.0
2023-05-02 00:00:00+01:00,0.6,0.615,0.59,0.605,0.3938544082641602,155411,0.0,0.0
2023-05-03 00:00:00+01:00,0.5975,0.615,0.59125,0.605,0.3938544082641602,36328,0.0,0.0
2023-05-04 00:00:00+01:00,0.5975,0.5975,0.5928799819946289,0.6025,0.39222690582275394,72602,0.0,0.0
2023-05-05 00:00:00+01:00,0.615,0.615,0.6,0.61,0.3971094131469727,32907,0.0,0.0
2023-05-09 00:00:00+01:00,0.6040000152587891,0.615999984741211,0.5920000076293945,0.61,0.3971094131469727,127134,0.0,0.0
2023-05-10 00:00:00+01:00,0.6175,0.63,0.605,0.62,0.40361938476562503,91162,0.0,0.0
2023-05-11 00:00:00+01:00,0.64,0.64,0.6129999923706054,0.625,0.40687438964843753,150975,0.0,0.0
2023-05-12 00:00:00+01:00,0.64,0.64,0.615999984741211,0.6275000000000001,0.4085018920898438,137235,0.0,0.0
2023-05-15 00:00:00+01:00,0.6290000152587891,0.6290000152587891,0.6157799911499023,0.6275000000000001,0.4085018920898438,82115,0.0,0.0
2023-05-16 00:00:00+01:00,0.62,0.64,0.62,0.63,0.4101293182373047,303389,0.0,0.0
2023-05-17 00:00:00+01:00,0.632150001525879,0.632150001525879,0.625,0.6325000000000001,0.4117568588256836,28655,0.0,0.0
2023-05-18 00:00:00+01:00,0.65,0.65,0.6225,0.635,0.41338436126708983,57177,0.0,0.0
2023-05-19 00:00:00+01:00,0.63,0.665,0.625,0.645,0.41989429473876955,179958,0.0,0.0
2023-05-22 00:00:00+01:00,0.6430000305175781,0.665,0.625,0.6475,0.4215218734741211,158714,0.0,0.0
2023-05-23 00:00:00+01:00,0.6381700134277344,0.6443499755859375,0.6353200149536133,0.6475,0.4215218734741211,54054,0.0,0.0
2023-05-24 00:00:00+01:00,0.6354999923706055,0.6425,0.6303499984741211,0.65,0.4231493377685547,235544,0.0,0.0
2023-05-25 00:00:00+01:00,0.6419999694824219,0.655,0.6348899841308594,0.645,0.41989429473876955,134823,0.0,0.0
2023-05-26 00:00:00+01:00,0.6456700134277343,0.665,0.64,0.65,0.4231493377685547,86748,0.0,0.0
2023-05-30 00:00:00+01:00,0.6401499938964844,0.6436599731445313,0.6397000122070312,0.65,0.4231493377685547,50285,0.0,0.0
2023-05-31 00:00:00+01:00,0.64,0.665,0.64,0.6525,0.4247768020629883,26753,0.0,0.0
2023-06-01 00:00:00+01:00,0.65,0.665,0.6370800018310547,0.6525,0.4247768020629883,31151,0.0,0.0
2023-06-02 00:00:00+01:00,0.6525,0.655,0.6524800109863281,0.655,0.4264043426513672,40996,0.0,0.0
2023-06-05 00:00:00+01:00,0.6512799835205079,0.66,0.64125,0.655,0.4264043426513672,242498,0.0,0.0
2023-06-06 00:00:00+01:00,0.6506500244140625,0.67,0.6506500244140625,0.6575,0.4280318069458008,105788,0.0,0.0
2023-06-07 00:00:00+01:00,0.6541000366210937,0.66,0.6526000213623047,0.6575,0.4280318069458008,54325,0.0,0.0
2023-06-08 00:00:00+01:00,0.66,0.67,0.6531999969482422,0.655,0.4264043426513672,43990,0.0,0.0
2023-06-09 00:00:00+01:00,0.64,0.68,0.64,0.6625,0.431286849975586,145162,0.0,0.0
2023-06-12 00:00:00+01:00,0.6604000091552734,0.685,0.65,0.6675,0.4345418167114258,116828,0.0,0.0
2023-06-13 00:00:00+01:00,0.6780000305175782,0.685,0.6630000305175782,0.665,0.43291431427001953,59506,0.0,0.0
2023-06-14 00:00:00+01:00,0.6581999969482422,0.675,0.6515499877929688,0.6575,0.4280318069458008,30072,0.0,0.0
2023-06-15 00:00:00+01:00,0.67,0.67,0.645479965209961,0.655,0.4264043426513672,63611,0.0,0.0
2023-06-16 00:00:00+01:00,0.6669999694824219,0.675,0.6669999694824219,0.66,0.4296592712402344,5074,0.0,0.0
2023-06-19 00:00:00+01:00,0.665,0.6900000000000001,0.665,0.6775,0.44105186462402346,161710,0.0,0.0
2023-06-20 00:00:00+01:00,0.67,0.68,0.66,0.675,0.4394243240356445,216682,0.0,0.0
2023-06-21 00:00:00+01:00,0.675,0.6900000000000001,0.66,0.6825,0.44430683135986326,150869,0.0,0.0
2023-06-22 00:00:00+01:00,0.67,0.6900000000000001,0.64,0.68,0.442679328918457,201540,0.0,0.0
2023-06-23 00:00:00+01:00,0.675,0.6900000000000001,0.64,0.68,0.442679328918457,133382,0.0,0.0
2023-06-26 00:00:00+01:00,0.66,0.6900000000000001,0.66,0.675,0.4394243240356445,103761,0.0,0.0
2023-06-27 00:00:00+01:00,0.66,0.6900000000000001,0.66,0.675,0.4394243240356445,30186,0.0,0.0
2023-06-28 00:00:00+01:00,0.67,0.6900000000000001,0.6637500000000001,0.685,0.44593433380126957,700319,0.0,0.0
2023-06-29 00:00:00+01:00,0.665,0.675,0.645,0.655,0.4264899444580078,18394,0.0001375,0.0
2023-06-30 00:00:00+01:00,0.65,0.68,0.635,0.665,0.43300121307373046,148965,0.0,0.0
2023-07-03 00:00:00+01:00,0.66,0.67,0.65,0.665,0.43300121307373046,135586,0.0,0.0
2023-07-04 00:00:00+01:00,0.65,0.6682700347900391,0.65,0.6575,0.4281177520751953,57088,0.0,0.0
2023-07-05 00:00:00+01:00,0.6583999633789063,0.67,0.65,0.655,0.4264899444580078,306985,0.0,0.0
2023-07-06 00:00:00+01:00,0.65,0.665,0.65,0.655,0.4264899444580078,66894,0.0,0.0
2023-07-07 00:00:00+01:00,0.66,0.68,0.66,0.6725,0.43788475036621094,95896,0.0,0.0
2023-07-10 00:00:00+01:00,0.67,0.68,0.6480000305175782,0.6575,0.4281177520751953,219017,0.0,0.0
2023-07-11 00:00:00+01:00,0.65,0.665,0.65,0.6575,0.4281177520751953,57209,0.0,0.0
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2023-07-13 00:00:00+01:00,0.655,0.68,0.6533000183105468,0.6675,0.43462898254394533,10284,0.0,0.0
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2023-10-25 00:00:00+01:00,0.5750000000000001,0.5750000000000001,0.525,0.555,0.36145713806152346,34498,0.0,0.0
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2023-11-23 00:00:00+00:00,0.5725699996948242,0.59,0.555,0.5725,0.37285442352294923,330335,0.0,0.0
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2023-11-27 00:00:00+00:00,0.5734000015258789,0.5734000015258789,0.5729700088500976,0.5725,0.37285442352294923,48455,0.0,0.0
2023-11-28 00:00:00+00:00,0.5628300094604493,0.5700000000000001,0.5550199890136719,0.5700000000000001,0.3712261962890625,84308,0.0,0.0
2023-11-29 00:00:00+00:00,0.585,0.585,0.56,0.5725,0.37285442352294923,72614,0.0,0.0
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2023-12-01 00:00:00+00:00,0.5750000000000001,0.585,0.5548300170898438,0.5700000000000001,0.3712261962890625,109607,0.0,0.0
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2023-12-05 00:00:00+00:00,0.54625,0.58,0.51,0.55,0.358200798034668,128028,0.0,0.0
2023-12-06 00:00:00+00:00,0.58,0.58,0.53,0.5625,0.3663417053222656,82495,0.0,0.0
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2023-12-11 00:00:00+00:00,0.58,0.58,0.55,0.5750000000000001,0.3744826889038086,101375,0.0,0.0
2023-12-12 00:00:00+00:00,0.590999984741211,0.5945000076293946,0.5578499984741211,0.5750000000000001,0.3744826889038086,94888,0.0,0.0
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2024-01-29 00:00:00+00:00,0.63,0.67,0.6131600189208984,0.6175,0.40224342346191405,287118,0.0,0.0
2024-01-30 00:00:00+00:00,0.62,0.645,0.6123799896240234,0.63,0.4103860092163086,152632,0.0,0.0
2024-01-31 00:00:00+00:00,0.63,0.63,0.615,0.6325000000000001,0.41201454162597656,70345,0.0,0.0
2024-02-01 00:00:00+00:00,0.62,0.62,0.6146099853515625,0.6175,0.40224342346191405,57066,0.0,0.0
2024-02-02 00:00:00+00:00,0.61,0.62,0.569630012512207,0.5975,0.38921527862548827,442360,0.0,0.0
2024-02-05 00:00:00+00:00,0.5750000000000001,0.61,0.525,0.5700000000000001,0.3713016128540039,944448,0.0,0.0
2024-02-06 00:00:00+00:00,0.58,0.595,0.55,0.5750000000000001,0.37455860137939456,68747,0.0,0.0
2024-02-07 00:00:00+00:00,0.58,0.58,0.55,0.5700000000000001,0.3713016128540039,250230,0.0,0.0
2024-02-08 00:00:00+00:00,0.55,0.58,0.53,0.5575,0.36315906524658204,139923,0.0,0.0
2024-02-09 00:00:00+00:00,0.58,0.63,0.5572000122070313,0.6225,0.4055004501342774,701326,0.0,0.0
2024-02-12 00:00:00+00:00,0.625,0.6736000061035157,0.6,0.66,0.42992816925048827,669752,0.0,0.0
2024-02-13 00:00:00+00:00,0.655,0.6879399871826172,0.6425,0.6575,0.42829963684082034,401964,0.0,0.0
2024-02-14 00:00:00+00:00,0.67,0.6940000152587891,0.6611499786376953,0.685,0.4462133407592774,253829,0.0,0.0
2024-02-15 00:00:00+00:00,0.67,0.7000000000000001,0.66,0.68,0.4429562759399414,229074,0.0,0.0
2024-02-16 00:00:00+00:00,0.68,0.7000000000000001,0.67,0.6775,0.44132781982421876,269207,0.0,0.0
2024-02-19 00:00:00+00:00,0.68,0.71,0.67,0.685,0.4462133407592774,166587,0.0,0.0
2024-02-20 00:00:00+00:00,0.66,0.6940000152587891,0.66,0.675,0.4396992874145508,191808,0.0,0.0
2024-02-21 00:00:00+00:00,0.705,0.705,0.655,0.6825,0.44458484649658203,121902,0.0,0.0
2024-02-22 00:00:00+00:00,0.705,0.705,0.655,0.6725,0.4380707550048828,104485,0.0,0.0
2024-02-23 00:00:00+00:00,0.6840000152587891,0.6840000152587891,0.655,0.6725,0.4380707550048828,150470,0.0,0.0
2024-02-26 00:00:00+00:00,0.6680000305175782,0.683499984741211,0.6680000305175782,0.68,0.4429562759399414,125830,0.0,0.0
2024-02-27 00:00:00+00:00,0.6900000000000001,0.705,0.655,0.68,0.4429562759399414,149705,0.0,0.0
2024-02-28 00:00:00+00:00,0.6819999694824219,0.6819999694824219,0.6630000305175782,0.6775,0.44132781982421876,55839,0.0,0.0
2024-02-29 00:00:00+00:00,0.6817500305175781,0.6817500305175781,0.6594999694824218,0.6675,0.4348137283325195,34166,0.0,0.0
2024-03-01 00:00:00+00:00,0.6628500366210938,0.6809999847412109,0.6619999694824219,0.68,0.4429562759399414,16543,0.0,0.0
2024-03-04 00:00:00+00:00,0.6619999694824219,0.675,0.6575,0.68,0.4429562759399414,87754,0.0,0.0
2024-03-05 00:00:00+00:00,0.6900000000000001,0.6950000000000001,0.635,0.66,0.42992816925048827,237774,0.0,0.0
2024-03-06 00:00:00+00:00,0.645,0.65,0.635,0.6525,0.425042610168457,240696,0.0,0.0
2024-03-07 00:00:00+00:00,0.640790023803711,0.65,0.635,0.6575,0.42829963684082034,110999,0.0,0.0
2024-03-08 00:00:00+00:00,0.64,0.644000015258789,0.635,0.6575,0.42829963684082034,140527,0.0,0.0
2024-03-11 00:00:00+00:00,0.64,0.68,0.61,0.645,0.42015708923339845,113860,0.0,0.0
2024-03-12 00:00:00+00:00,0.64,0.67,0.62,0.64,0.4169000625610352,315717,0.0,0.0
2024-03-13 00:00:00+00:00,0.61,0.654000015258789,0.61,0.645,0.42015708923339845,292627,0.0,0.0
2024-03-14 00:00:00+00:00,0.68,0.68,0.625,0.655,0.4266711807250977,138921,0.0,0.0
2024-03-15 00:00:00+00:00,0.67,0.68,0.610999984741211,0.645,0.42015708923339845,105925,0.0,0.0
2024-03-18 00:00:00+00:00,0.6375000000000001,0.67,0.6173899841308594,0.635,0.4136430358886719,126148,0.0,0.0
2024-03-19 00:00:00+00:00,0.6215000152587891,0.635,0.62,0.635,0.4136430358886719,28666,0.0,0.0
2024-03-20 00:00:00+00:00,0.6346799850463868,0.6451999664306641,0.615,0.6275000000000001,0.40875747680664065,73556,0.0,0.0
2024-03-21 00:00:00+00:00,0.63,0.65,0.6195000076293945,0.64,0.4169914245605469,88394,0.0001375,0.0
2024-03-22 00:00:00+00:00,0.65,0.66,0.632249984741211,0.665,0.43328018188476564,91630,0.0,0.0
2024-03-25 00:00:00+00:00,0.6544999694824218,0.6805000305175781,0.6530500030517579,0.6625,0.43165130615234376,137030,0.0,0.0
2024-03-26 00:00:00+00:00,0.67,0.67,0.64,0.665,0.43328018188476564,21395,0.0,0.0
2024-03-27 00:00:00+00:00,0.65,0.67,0.6459999847412109,0.665,0.43328018188476564,213526,0.0,0.0
2024-03-28 00:00:00+00:00,0.685,0.735,0.64,0.685,0.4463111114501953,472654,0.0,0.0
2024-04-02 00:00:00+01:00,0.6735900115966797,0.7080000305175781,0.67,0.6890000152587891,0.448917350769043,76092,0.0,0.0
2024-04-03 00:00:00+01:00,0.67,0.7080000305175781,0.6659999847412109,0.68,0.44305339813232425,70721,0.0,0.0
2024-04-04 00:00:00+01:00,0.68,0.71,0.67,0.675,0.43979568481445314,146156,0.0,0.0
2024-04-05 00:00:00+01:00,0.68,0.71,0.67,0.6900000000000001,0.44956890106201175,19711,0.0,0.0
2024-04-08 00:00:00+01:00,0.68,0.73,0.67,0.68,0.44305339813232425,57859,0.0,0.0
2024-04-09 00:00:00+01:00,0.68,0.6862000274658203,0.65,0.6790000152587891,0.4424018096923828,310453,0.0,0.0
2024-04-10 00:00:00+01:00,0.67,0.6919999694824219,0.664000015258789,0.6780000305175782,0.44175033569335936,119734,0.0,0.0
2024-04-11 00:00:00+01:00,0.66,0.6900000000000001,0.6419999694824219,0.67,0.43653789520263675,153914,0.0,0.0
2024-04-12 00:00:00+01:00,0.6638600158691407,0.665,0.6473500061035157,0.6709999847412109,0.43718944549560546,193849,0.0,0.0
2024-04-15 00:00:00+01:00,0.6425,0.658499984741211,0.6425,0.6669999694824219,0.43458324432373047,41687,0.0,0.0
2024-04-16 00:00:00+01:00,0.6569999694824219,0.6569999694824219,0.6419999694824219,0.6669999694824219,0.43458324432373047,62860,0.0,0.0
2024-04-17 00:00:00+01:00,0.6475,0.6919999694824219,0.6383700180053711,0.6669999694824219,0.43458324432373047,39294,0.0,0.0
2024-04-18 00:00:00+01:00,0.6569999694824219,0.6569999694824219,0.6475,0.6669999694824219,0.43458324432373047,4573,0.0,0.0
2024-04-19 00:00:00+01:00,0.6569999694824219,0.6569999694824219,0.6565000152587891,0.6669999694824219,0.43458324432373047,9109,0.0,0.0
2024-04-22 00:00:00+01:00,0.6569999694824219,0.7000000000000001,0.654000015258789,0.68,0.44305339813232425,157395,0.0,0.0
2024-04-23 00:00:00+01:00,0.664000015258789,0.6959999847412109,0.6559999847412109,0.6759999847412109,0.44044715881347657,1338430,0.0,0.0
2024-04-24 00:00:00+01:00,0.66,0.6776000213623047,0.6594000244140625,0.6759999847412109,0.44044715881347657,51299,0.0,0.0
2024-04-25 00:00:00+01:00,0.6699900054931641,0.6699900054931641,0.6559999847412109,0.6759999847412109,0.44044715881347657,99131,0.0,0.0
2024-04-26 00:00:00+01:00,0.6730000305175782,0.6730000305175782,0.6559999847412109,0.6759999847412109,0.44044715881347657,231770,0.0,0.0
2024-04-29 00:00:00+01:00,0.6559999847412109,0.7000000000000001,0.6504000091552734,0.67,0.43653789520263675,84814,0.0,0.0
2024-04-30 00:00:00+01:00,0.654000015258789,0.6900000000000001,0.625999984741211,0.6580000305175782,0.4287192916870117,94913,0.0,0.0
2024-05-01 00:00:00+01:00,0.64,0.6780000305175782,0.6379999923706055,0.6580000305175782,0.4287192916870117,77992,0.0,0.0
2024-05-02 00:00:00+01:00,0.6599900054931641,0.6599900054931641,0.6400399780273438,0.6580000305175782,0.4287192916870117,22405,0.0,0.0
2024-05-03 00:00:00+01:00,0.6599900054931641,0.6599900054931641,0.6404199981689453,0.6580000305175782,0.4287192916870117,23828,0.0,0.0
2024-05-07 00:00:00+01:00,0.6599900054931641,0.6599900054931641,0.6379999923706055,0.6580000305175782,0.4287192916870117,210436,0.0,0.0
2024-05-08 00:00:00+01:00,0.6599900054931641,0.6599900054931641,0.6379999923706055,0.6580000305175782,0.4287192916870117,112599,0.0,0.0
2024-05-09 00:00:00+01:00,0.67,0.67,0.6379999923706055,0.6580000305175782,0.4287192916870117,131700,0.0,0.0
2024-05-10 00:00:00+01:00,0.6476000213623047,0.6476000213623047,0.6379999923706055,0.6580000305175782,0.4287192916870117,67571,0.0,0.0
2024-05-13 00:00:00+01:00,0.6476000213623047,0.6476000213623047,0.6381999969482423,0.6459999847412109,0.4209007263183594,20851,0.0,0.0
2024-05-14 00:00:00+01:00,0.6379999923706055,0.654000015258789,0.6340000152587891,0.639000015258789,0.4163398742675781,167240,0.0,0.0
2024-05-15 00:00:00+01:00,0.6379999923706055,0.661989974975586,0.6379999923706055,0.6559999847412109,0.4274161911010742,233062,0.0,0.0
2024-05-16 00:00:00+01:00,0.635999984741211,0.6759999847412109,0.6320000076293946,0.65,0.4235069274902344,121751,0.0,0.0
2024-05-17 00:00:00+01:00,0.64,0.6459999847412109,0.63,0.635,0.41373367309570314,112747,0.0,0.0
2024-05-20 00:00:00+01:00,0.635999984741211,0.66,0.635999984741211,0.645,0.42024917602539064,25568,0.0,0.0
2024-05-21 00:00:00+01:00,0.63,0.65,0.620999984741211,0.63,0.410475959777832,122696,0.0,0.0
2024-05-22 00:00:00+01:00,0.6279999923706054,0.64,0.6224800109863281,0.625999984741211,0.4078697204589844,40987,0.0,0.0
2024-05-23 00:00:00+01:00,0.6304999923706055,0.64,0.62,0.63,0.410475959777832,41312,0.0,0.0
2024-05-24 00:00:00+01:00,0.62,0.64,0.6,0.6290000152587891,0.4098244094848633,312679,0.0,0.0
2024-05-28 00:00:00+01:00,0.6279999923706054,0.635,0.6125199890136719,0.63,0.410475959777832,95095,0.0,0.0
2024-05-29 00:00:00+01:00,0.635,0.64,0.6104999923706055,0.63,0.410475959777832,139838,0.0,0.0
2024-05-30 00:00:00+01:00,0.61,0.6340000152587891,0.6,0.62,0.4039604568481445,347953,0.0,0.0
2024-05-31 00:00:00+01:00,0.64,0.64,0.6,0.63,0.410475959777832,134542,0.0,0.0
2024-06-03 00:00:00+01:00,0.61,0.674000015258789,0.6,0.605999984741211,0.39483879089355467,105655,0.0,0.0
2024-06-04 00:00:00+01:00,0.6204000091552735,0.644000015258789,0.605999984741211,0.6240000152587891,0.40656665802001957,45162,0.0,0.0
2024-06-05 00:00:00+01:00,0.6334199905395508,0.644000015258789,0.6036199951171876,0.6270000076293946,0.4085213088989258,50334,0.0,0.0
2024-06-06 00:00:00+01:00,0.6040000152587891,0.6221599960327149,0.6,0.6220000076293946,0.4052635192871094,42332,0.0,0.0
2024-06-07 00:00:00+01:00,0.605999984741211,0.66,0.6,0.610999984741211,0.3980965042114258,102787,0.0,0.0
2024-06-10 00:00:00+01:00,0.6,0.62,0.6,0.62,0.4039604568481445,34345,0.0,0.0
2024-06-11 00:00:00+01:00,0.6,0.66,0.6,0.62,0.4039604568481445,13686,0.0,0.0
2024-06-12 00:00:00+01:00,0.61,0.6213999938964844,0.6,0.6,0.3909294891357422,36249,0.0,0.0
2024-06-13 00:00:00+01:00,0.6,0.66,0.6,0.62,0.4039604568481445,43333,0.0,0.0
2024-06-14 00:00:00+01:00,0.6136000061035156,0.6136000061035156,0.6047999954223633,0.62,0.4039604568481445,6751,0.0,0.0
2024-06-17 00:00:00+01:00,0.6136000061035156,0.6136000061035156,0.6047999954223633,0.62,0.4039604568481445,11000,0.0,0.0
2024-06-18 00:00:00+01:00,0.6136000061035156,0.64,0.6,0.62,0.4039604568481445,57182,0.0,0.0
2024-06-19 00:00:00+01:00,0.6,0.64,0.6,0.61,0.3974449157714844,119650,0.0,0.0
2024-06-20 00:00:00+01:00,0.6,0.6095000076293945,0.5996200180053711,0.61,0.3974449157714844,38073,0.0,0.0
2024-06-21 00:00:00+01:00,0.6299399948120117,0.6299399948120117,0.59,0.61,0.3974449157714844,2360,0.0,0.0
2024-06-24 00:00:00+01:00,0.63,0.6959999847412109,0.5996799850463868,0.6580000305175782,0.4287192916870117,1076509,0.0,0.0
2024-06-25 00:00:00+01:00,0.674000015258789,0.6780000305175782,0.6604399871826172,0.6730000305175782,0.4384925842285156,549835,0.0,0.0
2024-06-26 00:00:00+01:00,0.66,0.6759999847412109,0.6580000305175782,0.6669999694824219,0.43458324432373047,102064,0.0,0.0
2024-06-27 00:00:00+01:00,0.6617099761962891,0.6637000274658204,0.6586000061035157,0.6609999847412109,0.43067394256591796,92724,0.0,0.0
2024-06-28 00:00:00+01:00,0.6619999694824219,0.6619999694824219,0.6575800323486328,0.6580000305175782,0.4287192916870117,163239,0.0,0.0
2024-07-01 00:00:00+01:00,0.6580000305175782,0.6659999847412109,0.654000015258789,0.6569999694824219,0.42806774139404297,501947,0.0,0.0
2024-07-02 00:00:00+01:00,0.6787100219726563,0.6919999694824219,0.654000015258789,0.66,0.43002239227294925,269531,0.0,0.0
2024-07-03 00:00:00+01:00,0.6759999847412109,0.68,0.654000015258789,0.6669999694824219,0.43458324432373047,457826,0.0,0.0
2024-07-04 00:00:00+01:00,0.6849800109863281,0.72,0.6542400360107422,0.68,0.44314476013183596,201599,0.0001375,0.0
2024-07-05 00:00:00+01:00,0.67,0.6980000305175781,0.6687999725341797,0.6819999694824219,0.4444480895996094,147301,0.0,0.0
2024-07-08 00:00:00+01:00,0.6912000274658203,0.6912000274658203,0.6686000061035157,0.68,0.44314476013183596,37589,0.0,0.0
2024-07-09 00:00:00+01:00,0.6910399627685547,0.7000000000000001,0.66,0.68,0.44314476013183596,18011,0.0,0.0
2024-07-10 00:00:00+01:00,0.6903299713134766,0.7000000000000001,0.66,0.68,0.44314476013183596,77627,0.0,0.0
2024-07-11 00:00:00+01:00,0.66,0.7000000000000001,0.66,0.6819999694824219,0.4444480895996094,42850,0.0,0.0
2024-07-12 00:00:00+01:00,0.6896800231933594,0.6915599822998048,0.6733300018310547,0.685,0.44640316009521486,85858,0.0,0.0
2024-07-15 00:00:00+01:00,0.7000000000000001,0.7000000000000001,0.664000015258789,0.6830000305175782,0.4450998306274414,64348,0.0,0.0
2024-07-16 00:00:00+01:00,0.71,0.71,0.67,0.6950000000000001,0.45291999816894535,282234,0.0,0.0
2024-07-17 00:00:00+01:00,0.6977300262451172,0.71,0.674000015258789,0.6919999694824219,0.45096492767333984,338535,0.0,0.0
2024-07-18 00:00:00+01:00,0.6971700286865234,0.6971700286865234,0.6752999877929687,0.6900000000000001,0.4496615982055664,31340,0.0,0.0
2024-07-19 00:00:00+01:00,0.6840000152587891,0.74,0.64,0.6880000305175782,0.4483582305908203,250095,0.0,0.0
2024-07-22 00:00:00+01:00,0.6969400024414063,0.71,0.68,0.685,0.44640316009521486,206346,0.0,0.0
2024-07-23 00:00:00+01:00,0.6840000152587891,0.7019999694824219,0.67875,0.6930000305175782,0.4516166687011719,16023161,0.0,0.0
2024-07-24 00:00:00+01:00,0.6980000305175781,0.7019999694824219,0.6840000152587891,0.6940000152587891,0.4522683334350586,17502,0.0,0.0
2024-07-25 00:00:00+01:00,0.6981999969482422,0.6981999969482422,0.6875,0.6940000152587891,0.4522683334350586,132501,0.0,0.0
2024-07-26 00:00:00+01:00,0.6981500244140625,0.6981500244140625,0.6880000305175782,0.6950000000000001,0.45291999816894535,180541,0.0,0.0
2024-07-29 00:00:00+01:00,0.6934400177001954,0.6934400177001954,0.6880000305175782,0.6909999847412109,0.4503132629394531,15739,0.0,0.0
2024-07-30 00:00:00+01:00,0.6980000305175781,0.72,0.6840000152587891,0.6840000152587891,0.44575149536132813,80734,0.0,0.0
2024-07-31 00:00:00+01:00,0.6954100036621094,0.71,0.6840000152587891,0.6969999694824219,0.45422332763671874,91548,0.0,0.0
2024-08-01 00:00:00+01:00,0.6900000000000001,0.6987200164794922,0.6840000152587891,0.6969999694824219,0.45422332763671874,12858,0.0,0.0
2024-08-02 00:00:00+01:00,0.6840000152587891,0.6940000152587891,0.6687699890136719,0.6780000305175782,0.4418414306640625,37837,0.0,0.0
2024-08-05 00:00:00+01:00,0.65,0.6940000152587891,0.6392900085449219,0.6619999694824219,0.4314144515991211,348658,0.0,0.0
2024-08-06 00:00:00+01:00,0.65,0.67,0.6436000061035156,0.66,0.43011108398437503,405309,0.0,0.0
2024-08-07 00:00:00+01:00,0.6484600067138672,0.71,0.6484600067138672,0.66,0.43011108398437503,150803,0.0,0.0
2024-08-08 00:00:00+01:00,0.66,0.68,0.66,0.665,0.43336952209472657,113882,0.0,0.0
2024-08-09 00:00:00+01:00,0.6792500305175782,0.68,0.6604499816894531,0.67,0.43662792205810547,45837,0.0,0.0
2024-08-12 00:00:00+01:00,0.6788600158691407,0.683239974975586,0.6609999847412109,0.675,0.43988636016845706,54181,0.0,0.0
2024-08-13 00:00:00+01:00,0.7000000000000001,0.7000000000000001,0.664000015258789,0.6769999694824219,0.44118968963623045,1052965,0.0,0.0
2024-08-14 00:00:00+01:00,0.67,0.6916000366210938,0.6615799713134766,0.6869999694824219,0.44770652770996094,2484889,0.0,0.0
2024-08-15 00:00:00+01:00,0.67,0.7012000274658203,0.67,0.685,0.44640316009521486,69183,0.0,0.0
2024-08-16 00:00:00+01:00,0.6841000366210938,0.7000000000000001,0.68,0.6900000000000001,0.4496615982055664,139037,0.0,0.0
2024-08-19 00:00:00+01:00,0.6890000152587891,0.6890000152587891,0.6805000305175781,0.6900000000000001,0.4496615982055664,24649,0.0,0.0
2024-08-20 00:00:00+01:00,0.683499984741211,0.7000000000000001,0.67,0.6950000000000001,0.45291999816894535,7612771,0.0,0.0
2024-08-21 00:00:00+01:00,0.7006999969482423,0.7033300018310547,0.6900000000000001,0.705,0.4594368743896484,31600,0.0,0.0
2024-08-22 00:00:00+01:00,0.72,0.72,0.6940000152587891,0.705,0.4594368743896484,6225720,0.0,0.0
2024-08-23 00:00:00+01:00,0.7031999969482422,0.705999984741211,0.6919999694824219,0.6990000152587891,0.45552677154541016,237282,0.0,0.0
2024-08-27 00:00:00+01:00,0.6919999694824219,0.71552001953125,0.6919999694824219,0.705999984741211,0.4600885009765625,200275,0.0,0.0
2024-08-28 00:00:00+01:00,0.705999984741211,0.72,0.6976999664306641,0.71,0.4626952743530274,130604,0.0,0.0
2024-08-29 00:00:00+01:00,0.7040000152587891,0.71,0.700250015258789,0.7119999694824218,0.46399860382080077,51240,0.0,0.0
2024-08-30 00:00:00+01:00,0.71,0.7142400360107422,0.7038899993896485,0.7119999694824218,0.46399860382080077,52700,0.0,0.0
2024-09-02 00:00:00+01:00,0.7040000152587891,0.7180000305175781,0.7000000000000001,0.700999984741211,0.4568301010131836,527740,0.0,0.0
2024-09-03 00:00:00+01:00,0.71,0.72,0.7000000000000001,0.705,0.4594368743896484,4831760,0.0,0.0
2024-09-04 00:00:00+01:00,0.7040000152587891,0.71,0.6959999847412109,0.705,0.4594368743896484,104270,0.0,0.0
2024-09-05 00:00:00+01:00,0.7000000000000001,0.7040000152587891,0.6859999847412109,0.6919999694824219,0.45105289459228515,222524,0.0001375,0.0
2024-09-06 00:00:00+01:00,0.7180000305175781,0.75,0.71,0.715999984741211,0.4666963577270508,1764695,0.0,0.0
2024-09-09 00:00:00+01:00,0.72,0.7206800079345703,0.71,0.715,0.4660445785522461,450503,0.0,0.0
2024-09-10 00:00:00+01:00,0.7180000305175781,0.72,0.7119999694824218,0.715999984741211,0.4666963577270508,115944,0.0,0.0
2024-09-11 00:00:00+01:00,0.7180000305175781,0.72,0.71,0.7130000305175781,0.46474098205566405,237914,0.0,0.0
2024-09-12 00:00:00+01:00,0.72,0.7219999694824218,0.7119999694824218,0.715999984741211,0.4666963577270508,371034,0.0,0.0
2024-09-13 00:00:00+01:00,0.72,0.72,0.712979965209961,0.7180000305175781,0.46800003051757816,634981,0.0,0.0
2024-09-16 00:00:00+01:00,0.7219999694824218,0.7219999694824218,0.7140000152587891,0.7169999694824218,0.46734817504882814,1095043,0.0,0.0
2024-09-17 00:00:00+01:00,0.7180000305175781,0.7219999694824218,0.7138200378417969,0.7190000152587891,0.46865180969238285,667418,0.0,0.0
2024-09-18 00:00:00+01:00,0.7219999694824218,0.7219999694824218,0.7140000152587891,0.7180000305175781,0.46800003051757816,1771156,0.0,0.0
2024-09-19 00:00:00+01:00,0.4640000152587891,0.4909999847412109,0.4520000076293945,0.4640000152587891,0.4640000152587891,794932,0.25,0.0
2024-09-20 00:00:00+01:00,0.4458200073242188,0.480999984741211,0.4458200073242188,0.46950000762939453,0.46950000762939453,328898,0.0,0.0
1 Datetime Open High Low Close Adj Close Volume Dividends Stock Splits
2 2022-01-04 00:00:00+00:00 1.0 1.0081999969482422 0.995 1.0050000000000001 0.6537248229980469 52881 0.0 0.0
3 2022-01-05 00:00:00+00:00 0.99 1.01 0.98 0.995 0.6472200775146485 22801 0.0 0.0
4 2022-01-06 00:00:00+00:00 0.98 0.9876000213623047 0.98 0.99 0.6439675903320312 21669 0.0 0.0
5 2022-01-07 00:00:00+00:00 0.97 0.9878800201416016 0.97 0.99 0.6439675903320312 739820 0.0 0.0
6 2022-01-10 00:00:00+00:00 0.975 0.9819999694824219 0.97 0.985 0.6407154083251954 127373 0.0 0.0
7 2022-01-11 00:00:00+00:00 0.985 0.985 0.96 0.975 0.6342107009887695 81247 0.0 0.0
8 2022-01-12 00:00:00+00:00 0.9606300354003906 0.979800033569336 0.9605999755859376 0.9625 0.6260798645019532 59847 0.0 0.0
9 2022-01-13 00:00:00+00:00 0.96 0.99 0.9400000000000001 0.9575 0.6228274917602539 313916 0.0 0.0
10 2022-01-14 00:00:00+00:00 0.9519999694824219 0.9519999694824219 0.9420800018310547 0.9550000000000001 0.6212013244628907 30750 0.0 0.0
11 2022-01-17 00:00:00+00:00 0.9602500152587891 0.960999984741211 0.9551499938964844 0.9625 0.6260798645019532 39189 0.0 0.0
12 2022-01-18 00:00:00+00:00 0.96 0.96 0.9447599792480469 0.9500000000000001 0.6179488754272461 104432 0.0 0.0
13 2022-01-19 00:00:00+00:00 0.97 0.97 0.9400000000000001 0.9550000000000001 0.6212013244628907 100814 0.0 0.0
14 2022-01-20 00:00:00+00:00 0.9573999786376953 0.9573999786376953 0.935 0.9525 0.6195750427246094 27032 0.0 0.0
15 2022-01-21 00:00:00+00:00 0.9540000152587891 0.9540000152587891 0.9538400268554688 0.9500000000000001 0.6179488754272461 10637 0.0 0.0
16 2022-01-24 00:00:00+00:00 0.93 0.9320999908447266 0.93 0.9400000000000001 0.6114441299438477 31611 0.0 0.0
17 2022-01-25 00:00:00+00:00 0.93 0.939800033569336 0.93 0.9400000000000001 0.6114441299438477 25138 0.0 0.0
18 2022-01-26 00:00:00+00:00 0.93 0.9433300018310548 0.93 0.9400000000000001 0.6114441299438477 562810 0.0 0.0
19 2022-01-27 00:00:00+00:00 0.93 0.9430000305175782 0.93 0.9400000000000001 0.6114441299438477 54870 0.0 0.0
20 2022-01-28 00:00:00+00:00 0.9416699981689454 0.9416699981689454 0.9416699981689454 0.9375 0.6098179244995118 2345 0.0 0.0
21 2022-01-31 00:00:00+00:00 0.9497000122070313 0.9497000122070313 0.9394999694824219 0.935 0.6081916809082032 17957 0.0 0.0
22 2022-02-01 00:00:00+00:00 0.93 0.9500000000000001 0.93 0.935 0.6081916809082032 142653 0.0 0.0
23 2022-02-02 00:00:00+00:00 0.9430000305175782 0.9433300018310548 0.9359999847412109 0.9400000000000001 0.6114441299438477 104328 0.0 0.0
24 2022-02-03 00:00:00+00:00 0.9400000000000001 0.9500000000000001 0.9359999847412109 0.9400000000000001 0.6114441299438477 229957 0.0 0.0
25 2022-02-04 00:00:00+00:00 0.9430000305175782 0.9430000305175782 0.9426999664306641 0.9400000000000001 0.6114441299438477 18851 0.0 0.0
26 2022-02-07 00:00:00+00:00 0.9426000213623047 0.9426000213623047 0.9383999633789063 0.9400000000000001 0.6114441299438477 78709 0.0 0.0
27 2022-02-08 00:00:00+00:00 0.9387999725341797 0.9426000213623047 0.9387999725341797 0.9400000000000001 0.6114441299438477 16086 0.0 0.0
28 2022-02-09 00:00:00+00:00 0.9388800048828125 0.9423999786376953 0.9388800048828125 0.935 0.6081916809082032 38600 0.0 0.0
29 2022-02-10 00:00:00+00:00 0.9390399932861329 0.9400000000000001 0.93 0.9400000000000001 0.6114441299438477 33024 0.0 0.0
30 2022-02-11 00:00:00+00:00 0.9331700134277344 0.9400000000000001 0.9322000122070313 0.9400000000000001 0.6114441299438477 94405 0.0 0.0
31 2022-02-14 00:00:00+00:00 0.9389700317382813 0.9423999786376953 0.9300499725341798 0.9400000000000001 0.6114441299438477 248153 0.0 0.0
32 2022-02-15 00:00:00+00:00 0.9418000030517578 0.9418000030517578 0.93 0.9400000000000001 0.6114441299438477 36043 0.0 0.0
33 2022-02-16 00:00:00+00:00 0.93 0.9418000030517578 0.93 0.9400000000000001 0.6114441299438477 49456 0.0 0.0
34 2022-02-17 00:00:00+00:00 0.9415000152587891 0.9500000000000001 0.935 0.9425 0.613070297241211 283 0.0 0.0
35 2022-02-18 00:00:00+00:00 0.941449966430664 0.941449966430664 0.93 0.9400000000000001 0.6114441299438477 47450 0.0 0.0
36 2022-02-21 00:00:00+00:00 0.941449966430664 0.941449966430664 0.9336000061035157 0.9400000000000001 0.6114441299438477 20036 0.0 0.0
37 2022-02-22 00:00:00+00:00 0.93 0.9331700134277344 0.93 0.93 0.6049393844604493 199353 0.0 0.0
38 2022-02-23 00:00:00+00:00 0.9400000000000001 0.9400000000000001 0.9400000000000001 0.9400000000000001 0.6114441299438477 0 0.0 0.0
39 2022-02-24 00:00:00+00:00 0.9257499694824219 0.9400000000000001 0.925 0.9325 0.6065655899047852 29083 0.0 0.0
40 2022-02-25 00:00:00+00:00 0.9400000000000001 0.9500000000000001 0.9257499694824219 0.9400000000000001 0.6114441299438477 66558 0.0 0.0
41 2022-02-28 00:00:00+00:00 0.9418800354003907 0.9418800354003907 0.9373799896240235 0.9425 0.613070297241211 27485 0.0 0.0
42 2022-03-01 00:00:00+00:00 0.935 0.9417500305175781 0.925 0.925 0.6016869354248047 19195 0.0 0.0
43 2022-03-02 00:00:00+00:00 0.925 0.9500000000000001 0.925 0.9375 0.6098179244995118 43922 0.0 0.0
44 2022-03-03 00:00:00+00:00 0.9233000183105469 0.9383300018310547 0.915 0.9325 0.6066545867919922 1087794 0.0001375 0.0
45 2022-03-04 00:00:00+00:00 0.9205500030517578 0.9344400024414062 0.915 0.9275 0.6034017944335938 84905 0.0 0.0
46 2022-03-07 00:00:00+00:00 0.9169999694824219 0.93 0.91 0.92 0.5985225677490235 17710 0.0 0.0
47 2022-03-08 00:00:00+00:00 0.91 0.9209999847412109 0.91 0.92 0.5985225677490235 77354 0.0 0.0
48 2022-03-09 00:00:00+00:00 0.93 0.9400000000000001 0.9024800109863281 0.9225 0.60014892578125 96450 0.0 0.0
49 2022-03-10 00:00:00+00:00 0.905 0.925 0.905 0.9225 0.60014892578125 72778 0.0 0.0
50 2022-03-11 00:00:00+00:00 0.9 0.92 0.9 0.92 0.5985225677490235 9533 0.0 0.0
51 2022-03-14 00:00:00+00:00 0.9 0.93 0.89 0.9075 0.5903903198242187 399831 0.0 0.0
52 2022-03-15 00:00:00+00:00 0.895 0.9065000152587891 0.89 0.905 0.5887639999389649 100954 0.0 0.0
53 2022-03-16 00:00:00+00:00 0.9057499694824219 0.90802001953125 0.890999984741211 0.905 0.5887639999389649 129696 0.0 0.0
54 2022-03-17 00:00:00+00:00 0.9065000152587891 0.9065000152587891 0.8933000183105468 0.905 0.5887639999389649 1919 0.0 0.0
55 2022-03-18 00:00:00+00:00 0.8933799743652344 0.9137000274658204 0.836500015258789 0.9075 0.5903903198242187 100200 0.0 0.0
56 2022-03-21 00:00:00+00:00 0.895 0.9087500000000001 0.885 0.9075 0.5903903198242187 201611 0.0 0.0
57 2022-03-22 00:00:00+00:00 0.895 0.91 0.8855000305175782 0.895 0.5822582626342774 79329 0.0 0.0
58 2022-03-23 00:00:00+00:00 0.88 0.91 0.865 0.8825000000000001 0.5741261672973633 102007 0.0 0.0
59 2022-03-24 00:00:00+00:00 0.875 0.8797499847412109 0.865 0.88 0.5724997329711914 95454 0.0 0.0
60 2022-03-25 00:00:00+00:00 0.86 0.875 0.84 0.84 0.5464770889282227 210408 0.0 0.0
61 2022-03-28 00:00:00+01:00 0.86 0.864749984741211 0.8425 0.855 0.556235580444336 558607 0.0 0.0
62 2022-03-29 00:00:00+01:00 0.855 0.87 0.84 0.8575 0.5578620529174805 180009 0.0 0.0
63 2022-03-30 00:00:00+01:00 0.845 0.865999984741211 0.835 0.85 0.5529828262329102 164438 0.0 0.0
64 2022-03-31 00:00:00+01:00 0.835 0.87 0.8307099914550782 0.845 0.5497298812866211 254757 0.0 0.0
65 2022-04-01 00:00:00+01:00 0.86 0.87 0.835 0.8525 0.5546090698242188 373282 0.0 0.0
66 2022-04-04 00:00:00+01:00 0.87 0.870999984741211 0.85 0.855 0.556235580444336 231869 0.0 0.0
67 2022-04-05 00:00:00+01:00 0.85 0.8584200286865235 0.835 0.8475 0.551356315612793 496249 0.0 0.0
68 2022-04-06 00:00:00+01:00 0.85 0.8744999694824219 0.85 0.8725 0.5676205062866211 1075294 0.0 0.0
69 2022-04-07 00:00:00+01:00 0.875 0.8787300109863282 0.85 0.87 0.5659941101074218 273682 0.0 0.0
70 2022-04-08 00:00:00+01:00 0.88 0.88 0.85 0.8775000000000001 0.5708733367919921 171206 0.0 0.0
71 2022-04-11 00:00:00+01:00 0.88 0.9066999816894531 0.875 0.895 0.5822582626342774 293971 0.0 0.0
72 2022-04-12 00:00:00+01:00 0.89 0.9065000152587891 0.89 0.8975 0.5838847732543946 50877 0.0 0.0
73 2022-04-13 00:00:00+01:00 0.88 0.9063999938964844 0.88 0.895 0.5822582626342774 108600 0.0 0.0
74 2022-04-14 00:00:00+01:00 0.9063999938964844 0.9063999938964844 0.8877999877929688 0.895 0.5822582626342774 42494 0.0 0.0
75 2022-04-19 00:00:00+01:00 0.8877999877929688 0.9063999938964844 0.8877999877929688 0.895 0.5822582626342774 46000 0.0 0.0
76 2022-04-20 00:00:00+01:00 0.9061699676513673 0.90625 0.88 0.895 0.5822582626342774 132614 0.0 0.0
77 2022-04-21 00:00:00+01:00 0.90572998046875 0.905739974975586 0.8847200012207032 0.8925000000000001 0.5806319046020508 30000 0.0 0.0
78 2022-04-22 00:00:00+01:00 0.8899199676513672 0.8899199676513672 0.88 0.885 0.5757526779174805 64170 0.0 0.0
79 2022-04-25 00:00:00+01:00 0.8841000366210938 0.9051000213623047 0.875 0.8875000000000001 0.5773790359497071 224192 0.0 0.0
80 2022-04-26 00:00:00+01:00 0.895 0.91 0.88 0.9075 0.5903903198242187 159562 0.0 0.0
81 2022-04-27 00:00:00+01:00 0.92 0.92 0.9 0.92 0.5985225677490235 152250 0.0 0.0
82 2022-04-28 00:00:00+01:00 0.9137999725341797 0.9180000305175782 0.9 0.915 0.5952696228027344 101250 0.0 0.0
83 2022-04-29 00:00:00+01:00 0.9176100158691406 0.93 0.9076000213623047 0.915 0.5952696228027344 126323 0.0 0.0
84 2022-05-03 00:00:00+01:00 0.9176100158691406 0.925 0.905 0.9125 0.5936432266235352 105067 0.0 0.0
85 2022-05-04 00:00:00+01:00 0.905 0.9174900054931641 0.905 0.915 0.5952696228027344 46979 0.0 0.0
86 2022-05-05 00:00:00+01:00 0.9050299835205078 0.9173999786376953 0.905 0.915 0.5952696228027344 81322 0.0 0.0
87 2022-05-06 00:00:00+01:00 0.9155000305175781 0.9155000305175781 0.9055000305175781 0.915 0.5952696228027344 36888 0.0 0.0
88 2022-05-09 00:00:00+01:00 0.93 0.93 0.9055000305175781 0.915 0.5952696228027344 70100 0.0 0.0
89 2022-05-10 00:00:00+01:00 0.93 0.935 0.9 0.9225 0.60014892578125 92186 0.0 0.0
90 2022-05-11 00:00:00+01:00 0.93 0.9333300018310547 0.9102500152587891 0.9225 0.60014892578125 37162 0.0 0.0
91 2022-05-12 00:00:00+01:00 0.9159999847412109 0.9159999847412109 0.9159999847412109 0.9225 0.60014892578125 39200 0.0 0.0
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237 2022-12-08 00:00:00+00:00 0.8504000091552735 0.87 0.845 0.8525 0.554781608581543 51351 0.0 0.0
238 2022-12-09 00:00:00+00:00 0.8452500152587891 0.8619599914550782 0.8452500152587891 0.8575 0.5580355453491211 141739 0.0 0.0
239 2022-12-12 00:00:00+00:00 0.85 0.8568000030517579 0.835 0.8425 0.54827392578125 57249 0.0 0.0
240 2022-12-13 00:00:00+00:00 0.835 0.8525 0.8289600372314453 0.8325 0.5417661666870117 109625 0.0 0.0
241 2022-12-14 00:00:00+00:00 0.8300000000000001 0.8300000000000001 0.8300000000000001 0.85 0.5531546783447265 9186 0.0 0.0
242 2022-12-15 00:00:00+00:00 0.8250000000000001 0.8298999786376954 0.805 0.8125 0.5288363647460937 85801 0.0001375 0.0
243 2022-12-16 00:00:00+00:00 0.8 0.8150000000000001 0.8 0.8125 0.5288363647460937 47277 0.0 0.0
244 2022-12-19 00:00:00+00:00 0.8150000000000001 0.8250000000000001 0.8 0.8 0.5207004547119141 21228 0.0 0.0
245 2022-12-20 00:00:00+00:00 0.8 0.81 0.8 0.8 0.5207004547119141 24951 0.0 0.0
246 2022-12-21 00:00:00+00:00 0.7970999908447266 0.7971099853515625 0.7951000213623047 0.8 0.5207004547119141 196396 0.0 0.0
247 2022-12-22 00:00:00+00:00 0.795 0.805 0.79 0.7975 0.5190732192993164 17298 0.0 0.0
248 2022-12-23 00:00:00+00:00 0.7900199890136719 0.7962300109863282 0.7900199890136719 0.7975 0.5190732192993164 6822 0.0 0.0
249 2022-12-28 00:00:00+00:00 0.7962300109863282 0.7962300109863282 0.7962100219726562 0.7975 0.5190732192993164 11229 0.0 0.0
250 2022-12-29 00:00:00+00:00 0.7962300109863282 0.7962300109863282 0.7900199890136719 0.7975 0.5190732192993164 1834 0.0 0.0
251 2022-12-30 00:00:00+00:00 0.7962300109863282 0.7962300109863282 0.7900199890136719 0.7975 0.5190732192993164 3630 0.0 0.0
252 2023-01-03 00:00:00+00:00 0.7962300109863282 0.7962300109863282 0.78 0.7975 0.5190732192993164 64023 0.0 0.0
253 2023-01-04 00:00:00+00:00 0.795 0.7961299896240235 0.7920500183105469 0.7975 0.5190732192993164 9487 0.0 0.0
254 2023-01-05 00:00:00+00:00 0.79 0.7931999969482422 0.785 0.795 0.5174460220336914 102314 0.0 0.0
255 2023-01-06 00:00:00+00:00 0.8 0.805 0.78 0.785 0.5109373092651367 72977 0.0 0.0
256 2023-01-09 00:00:00+00:00 0.8 0.8 0.795 0.7875 0.5125644302368164 11 0.0 0.0
257 2023-01-10 00:00:00+00:00 0.775 0.795 0.76 0.7625000000000001 0.49629261016845705 239972 0.0 0.0
258 2023-01-11 00:00:00+00:00 0.76 0.765 0.75 0.755 0.491411018371582 89597 0.0 0.0
259 2023-01-12 00:00:00+00:00 0.75 0.765 0.74 0.75 0.48815662384033204 82880 0.0 0.0
260 2023-01-13 00:00:00+00:00 0.74 0.76 0.74 0.7475 0.4865295028686524 42188 0.0 0.0
261 2023-01-16 00:00:00+00:00 0.7446700286865234 0.76 0.7402799987792968 0.75 0.48815662384033204 122521 0.0 0.0
262 2023-01-17 00:00:00+00:00 0.745 0.7487200164794922 0.745 0.75 0.48815662384033204 3710 0.0 0.0
263 2023-01-18 00:00:00+00:00 0.74 0.755 0.7355300140380859 0.745 0.48490219116210936 37432 0.0 0.0
264 2023-01-19 00:00:00+00:00 0.75 0.755 0.7352799987792968 0.745 0.48490219116210936 34149 0.0 0.0
265 2023-01-20 00:00:00+00:00 0.735 0.75 0.715 0.7325 0.47676624298095704 209970 0.0 0.0
266 2023-01-23 00:00:00+00:00 0.735 0.74 0.7345999908447266 0.7325 0.47676624298095704 30025 0.0 0.0
267 2023-01-24 00:00:00+00:00 0.725 0.735 0.72 0.7275 0.473511962890625 85262 0.0 0.0
268 2023-01-25 00:00:00+00:00 0.7325 0.745 0.72 0.7275 0.473511962890625 33151 0.0 0.0
269 2023-01-26 00:00:00+00:00 0.73 0.73 0.71 0.72 0.46863037109375 157351 0.0 0.0
270 2023-01-27 00:00:00+00:00 0.73 0.73 0.7104000091552735 0.72 0.46863037109375 12651 0.0 0.0
271 2023-01-30 00:00:00+00:00 0.7055300140380859 0.73 0.705 0.7225 0.470257568359375 130663 0.0 0.0
272 2023-01-31 00:00:00+00:00 0.72 0.73 0.72 0.7225 0.470257568359375 20290 0.0 0.0
273 2023-02-01 00:00:00+00:00 0.72 0.74 0.71 0.7175 0.46700313568115237 54914 0.0 0.0
274 2023-02-02 00:00:00+00:00 0.725 0.73 0.71 0.71 0.46212158203125003 227926 0.0 0.0
275 2023-02-03 00:00:00+00:00 0.705 0.715 0.7049800109863281 0.7075 0.4604944610595703 84800 0.0 0.0
276 2023-02-06 00:00:00+00:00 0.7000000000000001 0.715 0.7000000000000001 0.7075 0.4604944610595703 107927 0.0 0.0
277 2023-02-07 00:00:00+00:00 0.72 0.72 0.699800033569336 0.7075 0.4604944610595703 60260 0.0 0.0
278 2023-02-08 00:00:00+00:00 0.705 0.705 0.6950000000000001 0.7075 0.4604944610595703 119539 0.0 0.0
279 2023-02-09 00:00:00+00:00 0.6950000000000001 0.715 0.685 0.685 0.445849723815918 82440 0.0 0.0
280 2023-02-10 00:00:00+00:00 0.7000000000000001 0.7000000000000001 0.6859999847412109 0.6950000000000001 0.452358512878418 143090 0.0 0.0
281 2023-02-13 00:00:00+00:00 0.705 0.705 0.6860199737548828 0.6950000000000001 0.452358512878418 22598 0.0 0.0
282 2023-02-14 00:00:00+00:00 0.705 0.705 0.6765000152587891 0.6950000000000001 0.452358512878418 171992 0.0 0.0
283 2023-02-15 00:00:00+00:00 0.6862799835205078 0.715 0.685 0.705 0.4588672256469727 181170 0.0 0.0
284 2023-02-16 00:00:00+00:00 0.715 0.715 0.685 0.705 0.4588672256469727 64438 0.0 0.0
285 2023-02-17 00:00:00+00:00 0.6915299987792969 0.7000000000000001 0.691510009765625 0.705 0.4588672256469727 67000 0.0 0.0
286 2023-02-20 00:00:00+00:00 0.6865499877929687 0.7000000000000001 0.6865499877929687 0.6975 0.4539856719970703 16104 0.0 0.0
287 2023-02-21 00:00:00+00:00 0.6869000244140625 0.7060800170898438 0.685 0.6975 0.4539856719970703 92018 0.0 0.0
288 2023-02-22 00:00:00+00:00 0.685 0.685 0.685 0.6975 0.4539856719970703 35000 0.0 0.0
289 2023-02-23 00:00:00+00:00 0.685 0.7072499847412109 0.685 0.6975 0.4539856719970703 20013 0.0 0.0
290 2023-02-24 00:00:00+00:00 0.705 0.715 0.675 0.7025 0.45724002838134764 27753 0.0 0.0
291 2023-02-27 00:00:00+00:00 0.715 0.715 0.685 0.7025 0.45724002838134764 44496 0.0 0.0
292 2023-02-28 00:00:00+00:00 0.7080000305175781 0.7080000305175781 0.6900000000000001 0.7025 0.45724002838134764 113948 0.0 0.0
293 2023-03-01 00:00:00+00:00 0.6900000000000001 0.704749984741211 0.6900000000000001 0.7025 0.45724002838134764 145725 0.0 0.0
294 2023-03-02 00:00:00+00:00 0.690530014038086 0.71 0.68 0.7000000000000001 0.45561286926269534 61772 0.0 0.0
295 2023-03-03 00:00:00+00:00 0.6970999908447266 0.705 0.6855400085449219 0.7000000000000001 0.45561286926269534 121964 0.0 0.0
296 2023-03-06 00:00:00+00:00 0.685 0.703489990234375 0.6807199859619141 0.6975 0.4539856719970703 23475 0.0 0.0
297 2023-03-07 00:00:00+00:00 0.68 0.705 0.68 0.6950000000000001 0.452358512878418 71283 0.0 0.0
298 2023-03-08 00:00:00+00:00 0.71 0.71 0.68 0.6950000000000001 0.452358512878418 1956 0.0 0.0
299 2023-03-09 00:00:00+00:00 0.71 0.71 0.6818599700927734 0.6950000000000001 0.452358512878418 57587 0.0 0.0
300 2023-03-10 00:00:00+00:00 0.68 0.70822998046875 0.68 0.6950000000000001 0.452358512878418 122500 0.0 0.0
301 2023-03-13 00:00:00+00:00 0.71 0.74 0.6900000000000001 0.715 0.46537601470947265 148592 0.0 0.0
302 2023-03-14 00:00:00+00:00 0.7264099884033203 0.74 0.7030000305175781 0.725 0.47188472747802734 45159 0.0 0.0
303 2023-03-15 00:00:00+00:00 0.7133000183105469 0.7322000122070312 0.7133000183105469 0.725 0.47188472747802734 16865 0.0 0.0
304 2023-03-16 00:00:00+00:00 0.7000000000000001 0.73 0.6900000000000001 0.715 0.4654642486572266 132537 0.0001375 0.0
305 2023-03-17 00:00:00+00:00 0.7000000000000001 0.7180000305175781 0.6975800323486329 0.715 0.4654642486572266 61300 0.0 0.0
306 2023-03-20 00:00:00+00:00 0.7005999755859376 0.73 0.7005999755859376 0.7175 0.4670917510986328 15457 0.0 0.0
307 2023-03-21 00:00:00+00:00 0.725 0.725 0.725 0.71 0.4622092437744141 2945 0.0 0.0
308 2023-03-22 00:00:00+00:00 0.714800033569336 0.714800033569336 0.6997799682617187 0.6900000000000001 0.44918933868408206 16317 0.0 0.0
309 2023-03-23 00:00:00+00:00 0.6927999877929688 0.7000000000000001 0.675 0.6900000000000001 0.44918933868408206 134862 0.0 0.0
310 2023-03-24 00:00:00+00:00 0.6800199890136719 0.6950000000000001 0.68 0.685 0.44593433380126957 29681 0.0 0.0
311 2023-03-27 00:00:00+01:00 0.6750199890136719 0.6750199890136719 0.6750199890136719 0.685 0.44593433380126957 2000 0.0 0.0
312 2023-03-28 00:00:00+01:00 0.675 0.685 0.6402100372314453 0.65 0.4231493377685547 50588 0.0 0.0
313 2023-03-29 00:00:00+01:00 0.64 0.66 0.6202999877929688 0.635 0.41338436126708983 103482 0.0 0.0
314 2023-03-30 00:00:00+01:00 0.62 0.65 0.6150199890136719 0.625 0.40687438964843753 458003 0.0 0.0
315 2023-03-31 00:00:00+01:00 0.64 0.64 0.61 0.625 0.40687438964843753 151699 0.0 0.0
316 2023-04-03 00:00:00+01:00 0.615 0.64 0.61 0.625 0.40687438964843753 100798 0.0 0.0
317 2023-04-04 00:00:00+01:00 0.615999984741211 0.615999984741211 0.6078499984741211 0.625 0.40687438964843753 230487 0.0 0.0
318 2023-04-05 00:00:00+01:00 0.62 0.635 0.5899399948120118 0.605 0.3938544082641602 81189 0.0 0.0
319 2023-04-06 00:00:00+01:00 0.6129999923706054 0.6129999923706054 0.605 0.6175 0.4019918823242188 452003 0.0 0.0
320 2023-04-11 00:00:00+01:00 0.61 0.6123400115966797 0.605 0.6175 0.4019918823242188 242992 0.0 0.0
321 2023-04-12 00:00:00+01:00 0.61 0.63 0.6 0.615 0.40036434173583985 175252 0.0 0.0
322 2023-04-13 00:00:00+01:00 0.6081999969482422 0.63 0.6000199890136719 0.615 0.40036434173583985 337012 0.0 0.0
323 2023-04-14 00:00:00+01:00 0.61 0.63 0.6 0.615 0.40036434173583985 413264 0.0 0.0
324 2023-04-17 00:00:00+01:00 0.605 0.63 0.59 0.615 0.40036434173583985 909605 0.0 0.0
325 2023-04-18 00:00:00+01:00 0.605 0.63 0.6 0.615 0.40036434173583985 590782 0.0 0.0
326 2023-04-19 00:00:00+01:00 0.61 0.61 0.6 0.615 0.40036434173583985 76092 0.0 0.0
327 2023-04-20 00:00:00+01:00 0.63 0.63 0.6 0.615 0.40036434173583985 37563 0.0 0.0
328 2023-04-21 00:00:00+01:00 0.61 0.63 0.6 0.615 0.40036434173583985 88138 0.0 0.0
329 2023-04-24 00:00:00+01:00 0.6006000137329102 0.6043999862670899 0.595629997253418 0.615 0.40036434173583985 147667 0.0 0.0
330 2023-04-25 00:00:00+01:00 0.6 0.6029999923706055 0.6 0.615 0.40036434173583985 30355 0.0 0.0
331 2023-04-26 00:00:00+01:00 0.6047999954223633 0.610999984741211 0.587599983215332 0.615 0.40036434173583985 2967032 0.0 0.0
332 2023-04-27 00:00:00+01:00 0.6047999954223633 0.6047999954223633 0.6 0.615 0.40036434173583985 65526 0.0 0.0
333 2023-04-28 00:00:00+01:00 0.615 0.615 0.6 0.6075 0.39548187255859374 352692 0.0 0.0
334 2023-05-02 00:00:00+01:00 0.6 0.615 0.59 0.605 0.3938544082641602 155411 0.0 0.0
335 2023-05-03 00:00:00+01:00 0.5975 0.615 0.59125 0.605 0.3938544082641602 36328 0.0 0.0
336 2023-05-04 00:00:00+01:00 0.5975 0.5975 0.5928799819946289 0.6025 0.39222690582275394 72602 0.0 0.0
337 2023-05-05 00:00:00+01:00 0.615 0.615 0.6 0.61 0.3971094131469727 32907 0.0 0.0
338 2023-05-09 00:00:00+01:00 0.6040000152587891 0.615999984741211 0.5920000076293945 0.61 0.3971094131469727 127134 0.0 0.0
339 2023-05-10 00:00:00+01:00 0.6175 0.63 0.605 0.62 0.40361938476562503 91162 0.0 0.0
340 2023-05-11 00:00:00+01:00 0.64 0.64 0.6129999923706054 0.625 0.40687438964843753 150975 0.0 0.0
341 2023-05-12 00:00:00+01:00 0.64 0.64 0.615999984741211 0.6275000000000001 0.4085018920898438 137235 0.0 0.0
342 2023-05-15 00:00:00+01:00 0.6290000152587891 0.6290000152587891 0.6157799911499023 0.6275000000000001 0.4085018920898438 82115 0.0 0.0
343 2023-05-16 00:00:00+01:00 0.62 0.64 0.62 0.63 0.4101293182373047 303389 0.0 0.0
344 2023-05-17 00:00:00+01:00 0.632150001525879 0.632150001525879 0.625 0.6325000000000001 0.4117568588256836 28655 0.0 0.0
345 2023-05-18 00:00:00+01:00 0.65 0.65 0.6225 0.635 0.41338436126708983 57177 0.0 0.0
346 2023-05-19 00:00:00+01:00 0.63 0.665 0.625 0.645 0.41989429473876955 179958 0.0 0.0
347 2023-05-22 00:00:00+01:00 0.6430000305175781 0.665 0.625 0.6475 0.4215218734741211 158714 0.0 0.0
348 2023-05-23 00:00:00+01:00 0.6381700134277344 0.6443499755859375 0.6353200149536133 0.6475 0.4215218734741211 54054 0.0 0.0
349 2023-05-24 00:00:00+01:00 0.6354999923706055 0.6425 0.6303499984741211 0.65 0.4231493377685547 235544 0.0 0.0
350 2023-05-25 00:00:00+01:00 0.6419999694824219 0.655 0.6348899841308594 0.645 0.41989429473876955 134823 0.0 0.0
351 2023-05-26 00:00:00+01:00 0.6456700134277343 0.665 0.64 0.65 0.4231493377685547 86748 0.0 0.0
352 2023-05-30 00:00:00+01:00 0.6401499938964844 0.6436599731445313 0.6397000122070312 0.65 0.4231493377685547 50285 0.0 0.0
353 2023-05-31 00:00:00+01:00 0.64 0.665 0.64 0.6525 0.4247768020629883 26753 0.0 0.0
354 2023-06-01 00:00:00+01:00 0.65 0.665 0.6370800018310547 0.6525 0.4247768020629883 31151 0.0 0.0
355 2023-06-02 00:00:00+01:00 0.6525 0.655 0.6524800109863281 0.655 0.4264043426513672 40996 0.0 0.0
356 2023-06-05 00:00:00+01:00 0.6512799835205079 0.66 0.64125 0.655 0.4264043426513672 242498 0.0 0.0
357 2023-06-06 00:00:00+01:00 0.6506500244140625 0.67 0.6506500244140625 0.6575 0.4280318069458008 105788 0.0 0.0
358 2023-06-07 00:00:00+01:00 0.6541000366210937 0.66 0.6526000213623047 0.6575 0.4280318069458008 54325 0.0 0.0
359 2023-06-08 00:00:00+01:00 0.66 0.67 0.6531999969482422 0.655 0.4264043426513672 43990 0.0 0.0
360 2023-06-09 00:00:00+01:00 0.64 0.68 0.64 0.6625 0.431286849975586 145162 0.0 0.0
361 2023-06-12 00:00:00+01:00 0.6604000091552734 0.685 0.65 0.6675 0.4345418167114258 116828 0.0 0.0
362 2023-06-13 00:00:00+01:00 0.6780000305175782 0.685 0.6630000305175782 0.665 0.43291431427001953 59506 0.0 0.0
363 2023-06-14 00:00:00+01:00 0.6581999969482422 0.675 0.6515499877929688 0.6575 0.4280318069458008 30072 0.0 0.0
364 2023-06-15 00:00:00+01:00 0.67 0.67 0.645479965209961 0.655 0.4264043426513672 63611 0.0 0.0
365 2023-06-16 00:00:00+01:00 0.6669999694824219 0.675 0.6669999694824219 0.66 0.4296592712402344 5074 0.0 0.0
366 2023-06-19 00:00:00+01:00 0.665 0.6900000000000001 0.665 0.6775 0.44105186462402346 161710 0.0 0.0
367 2023-06-20 00:00:00+01:00 0.67 0.68 0.66 0.675 0.4394243240356445 216682 0.0 0.0
368 2023-06-21 00:00:00+01:00 0.675 0.6900000000000001 0.66 0.6825 0.44430683135986326 150869 0.0 0.0
369 2023-06-22 00:00:00+01:00 0.67 0.6900000000000001 0.64 0.68 0.442679328918457 201540 0.0 0.0
370 2023-06-23 00:00:00+01:00 0.675 0.6900000000000001 0.64 0.68 0.442679328918457 133382 0.0 0.0
371 2023-06-26 00:00:00+01:00 0.66 0.6900000000000001 0.66 0.675 0.4394243240356445 103761 0.0 0.0
372 2023-06-27 00:00:00+01:00 0.66 0.6900000000000001 0.66 0.675 0.4394243240356445 30186 0.0 0.0
373 2023-06-28 00:00:00+01:00 0.67 0.6900000000000001 0.6637500000000001 0.685 0.44593433380126957 700319 0.0 0.0
374 2023-06-29 00:00:00+01:00 0.665 0.675 0.645 0.655 0.4264899444580078 18394 0.0001375 0.0
375 2023-06-30 00:00:00+01:00 0.65 0.68 0.635 0.665 0.43300121307373046 148965 0.0 0.0
376 2023-07-03 00:00:00+01:00 0.66 0.67 0.65 0.665 0.43300121307373046 135586 0.0 0.0
377 2023-07-04 00:00:00+01:00 0.65 0.6682700347900391 0.65 0.6575 0.4281177520751953 57088 0.0 0.0
378 2023-07-05 00:00:00+01:00 0.6583999633789063 0.67 0.65 0.655 0.4264899444580078 306985 0.0 0.0
379 2023-07-06 00:00:00+01:00 0.65 0.665 0.65 0.655 0.4264899444580078 66894 0.0 0.0
380 2023-07-07 00:00:00+01:00 0.66 0.68 0.66 0.6725 0.43788475036621094 95896 0.0 0.0
381 2023-07-10 00:00:00+01:00 0.67 0.68 0.6480000305175782 0.6575 0.4281177520751953 219017 0.0 0.0
382 2023-07-11 00:00:00+01:00 0.65 0.665 0.65 0.6575 0.4281177520751953 57209 0.0 0.0
383 2023-07-12 00:00:00+01:00 0.65 0.67 0.65 0.66 0.42974559783935545 42248 0.0 0.0
384 2023-07-13 00:00:00+01:00 0.655 0.68 0.6533000183105468 0.6675 0.43462898254394533 10284 0.0 0.0
385 2023-07-14 00:00:00+01:00 0.65 0.6698000335693359 0.65 0.665 0.43300121307373046 50535 0.0 0.0
386 2023-07-17 00:00:00+01:00 0.65 0.68 0.65 0.665 0.43300121307373046 18315 0.0 0.0
387 2023-07-18 00:00:00+01:00 0.655 0.68 0.6515000152587891 0.665 0.43300121307373046 318652 0.0 0.0
388 2023-07-19 00:00:00+01:00 0.68 0.68625 0.6631400299072265 0.675 0.4395125198364258 66847 0.0 0.0
389 2023-07-20 00:00:00+01:00 0.685 0.7000000000000001 0.68 0.68 0.44276817321777345 172890 0.0 0.0
390 2023-07-21 00:00:00+01:00 0.685 0.705 0.685 0.6975 0.4541629791259766 24157 0.0 0.0
391 2023-07-24 00:00:00+01:00 0.685 0.71 0.685 0.6975 0.4541629791259766 68054 0.0 0.0
392 2023-07-25 00:00:00+01:00 0.68 0.7005000305175781 0.66 0.6900000000000001 0.4492794418334961 28074 0.0 0.0
393 2023-07-26 00:00:00+01:00 0.68 0.71 0.675 0.6950000000000001 0.4525351333618164 67188 0.0 0.0
394 2023-07-27 00:00:00+01:00 0.675 0.6881999969482422 0.675 0.6925 0.45090732574462894 9101 0.0 0.0
395 2023-07-28 00:00:00+01:00 0.675 0.705 0.675 0.6925 0.45090732574462894 4390 0.0 0.0
396 2023-07-31 00:00:00+01:00 0.68 0.71 0.68 0.6950000000000001 0.4525351333618164 32055 0.0 0.0
397 2023-08-01 00:00:00+01:00 0.68 0.705 0.68 0.6900000000000001 0.4492794418334961 25949 0.0 0.0
398 2023-08-02 00:00:00+01:00 0.68 0.71 0.675 0.68 0.44276817321777345 37895 0.0 0.0
399 2023-08-03 00:00:00+01:00 0.675 0.71 0.67 0.67 0.43625694274902344 76873 0.0 0.0
400 2023-08-04 00:00:00+01:00 0.675 0.71 0.67 0.67 0.43625694274902344 18699 0.0 0.0
401 2023-08-07 00:00:00+01:00 0.67 0.71 0.66 0.6900000000000001 0.4492794418334961 72565 0.0 0.0
402 2023-08-08 00:00:00+01:00 0.67 0.71 0.66 0.685 0.44602386474609373 13906 0.0 0.0
403 2023-08-09 00:00:00+01:00 0.67 0.7000000000000001 0.64 0.67 0.43625694274902344 66280 0.0 0.0
404 2023-08-10 00:00:00+01:00 0.65 0.6900000000000001 0.62 0.6525 0.42486209869384767 579289 0.0 0.0
405 2023-08-11 00:00:00+01:00 0.64 0.665 0.64 0.6525 0.42486209869384767 38863 0.0 0.0
406 2023-08-14 00:00:00+01:00 0.64 0.66 0.64 0.65 0.42323429107666016 46571 0.0 0.0
407 2023-08-15 00:00:00+01:00 0.635 0.66 0.625 0.6325000000000001 0.41183956146240236 37767 0.0 0.0
408 2023-08-16 00:00:00+01:00 0.625 0.64 0.605 0.6275000000000001 0.408583869934082 20371 0.0 0.0
409 2023-08-17 00:00:00+01:00 0.61 0.61 0.5650000000000001 0.5875 0.38253868103027344 378746 0.0 0.0
410 2023-08-18 00:00:00+01:00 0.59 0.59375 0.5757799911499023 0.5925 0.3857943344116211 124659 0.0 0.0
411 2023-08-21 00:00:00+01:00 0.5864300155639649 0.5931700134277343 0.585 0.5925 0.3857943344116211 51995 0.0 0.0
412 2023-08-22 00:00:00+01:00 0.5831399917602539 0.6 0.58 0.59 0.3841665267944336 42011 0.0 0.0
413 2023-08-23 00:00:00+01:00 0.6 0.6 0.590880012512207 0.59 0.3841665267944336 286698 0.0 0.0
414 2023-08-24 00:00:00+01:00 0.6 0.6 0.5739899826049805 0.5875 0.38253868103027344 33641 0.0 0.0
415 2023-08-25 00:00:00+01:00 0.6 0.6046099853515625 0.574129981994629 0.585 0.38091087341308594 32575 0.0 0.0
416 2023-08-29 00:00:00+01:00 0.6 0.61 0.5944300079345703 0.5875 0.38253868103027344 61196 0.0 0.0
417 2023-08-30 00:00:00+01:00 0.6 0.61 0.5750000000000001 0.59 0.3841665267944336 93191 0.0 0.0
418 2023-08-31 00:00:00+01:00 0.605 0.615 0.58 0.5975 0.3890500259399414 275257 0.0 0.0
419 2023-09-01 00:00:00+01:00 0.615 0.64 0.6 0.62 0.40370037078857424 104628 0.0 0.0
420 2023-09-04 00:00:00+01:00 0.635 0.675 0.635 0.655 0.4264899444580078 107175 0.0 0.0
421 2023-09-05 00:00:00+01:00 0.615 0.68 0.615 0.615 0.4004447555541992 73702 0.0 0.0
422 2023-09-06 00:00:00+01:00 0.6436000061035156 0.65 0.61 0.63 0.4102117156982422 367478 0.0 0.0
423 2023-09-07 00:00:00+01:00 0.615 0.65 0.61 0.61 0.3971891403198242 43729 0.0 0.0
424 2023-09-08 00:00:00+01:00 0.645 0.65 0.61 0.63 0.4102117156982422 100766 0.0 0.0
425 2023-09-11 00:00:00+01:00 0.63 0.65 0.61 0.625 0.4069560623168945 52085 0.0 0.0
426 2023-09-12 00:00:00+01:00 0.6352000045776367 0.65 0.61 0.63 0.4102117156982422 87094 0.0 0.0
427 2023-09-13 00:00:00+01:00 0.615 0.645 0.615 0.62 0.40370037078857424 26346 0.0 0.0
428 2023-09-14 00:00:00+01:00 0.62 0.65 0.600999984741211 0.6225 0.4054181289672852 48854 0.0001375 0.0
429 2023-09-15 00:00:00+01:00 0.64 0.66 0.62 0.64 0.4168154525756836 75282 0.0 0.0
430 2023-09-18 00:00:00+01:00 0.6204000091552735 0.6205599975585938 0.6204000091552735 0.64 0.4168154525756836 18450 0.0 0.0
431 2023-09-19 00:00:00+01:00 0.62 0.66 0.62 0.64 0.4168154525756836 40906 0.0 0.0
432 2023-09-20 00:00:00+01:00 0.6358700180053711 0.655 0.625 0.6425 0.4184436416625977 96430 0.0 0.0
433 2023-09-21 00:00:00+01:00 0.63 0.665 0.625 0.645 0.4200718307495117 11241 0.0 0.0
434 2023-09-22 00:00:00+01:00 0.625 0.665 0.61 0.64 0.4168154525756836 67013 0.0 0.0
435 2023-09-25 00:00:00+01:00 0.63 0.66 0.62 0.63 0.41030269622802734 24937 0.0 0.0
436 2023-09-26 00:00:00+01:00 0.65 0.685 0.63 0.65 0.42332820892333983 44118 0.0 0.0
437 2023-09-27 00:00:00+01:00 0.665 0.67 0.63 0.63 0.41030269622802734 27661 0.0 0.0
438 2023-09-28 00:00:00+01:00 0.63 0.655 0.6270000076293946 0.63 0.41030269622802734 155574 0.0 0.0
439 2023-09-29 00:00:00+01:00 0.63 0.67 0.605 0.615 0.4005335998535156 131937 0.0 0.0
440 2023-10-02 00:00:00+01:00 0.6243299865722657 0.630999984741211 0.6243299865722657 0.6225 0.4054181289672852 3878 0.0 0.0
441 2023-10-03 00:00:00+01:00 0.615 0.630999984741211 0.59 0.6125 0.3989054107666016 22783 0.0 0.0
442 2023-10-04 00:00:00+01:00 0.595 0.62 0.58 0.58 0.37773899078369144 149484 0.0 0.0
443 2023-10-05 00:00:00+01:00 0.61 0.6 0.58 0.58 0.37773899078369144 40234 0.0 0.0
444 2023-10-06 00:00:00+01:00 0.5920000076293945 0.62 0.58 0.6 0.39076446533203124 64721 0.0 0.0
445 2023-10-09 00:00:00+01:00 0.58 0.6 0.5630799865722657 0.5825 0.3793672180175781 38821 0.0 0.0
446 2023-10-10 00:00:00+01:00 0.5650000000000001 0.605 0.56 0.5750000000000001 0.3744826889038086 787604 0.0 0.0
447 2023-10-11 00:00:00+01:00 0.6 0.6 0.56 0.5775 0.37611080169677735 396202 0.0 0.0
448 2023-10-12 00:00:00+01:00 0.5700000000000001 0.6 0.56 0.5700000000000001 0.3712261962890625 58902 0.0 0.0
449 2023-10-13 00:00:00+01:00 0.56 0.6 0.56 0.58 0.37773899078369144 62760 0.0 0.0
450 2023-10-16 00:00:00+01:00 0.56 0.5872000122070312 0.51 0.535 0.3484316253662109 804629 0.0 0.0
451 2023-10-17 00:00:00+01:00 0.55 0.58 0.52 0.555 0.36145713806152346 192854 0.0 0.0
452 2023-10-18 00:00:00+01:00 0.5750000000000001 0.595 0.535 0.5700000000000001 0.3712261962890625 133577 0.0 0.0
453 2023-10-19 00:00:00+01:00 0.545 0.595 0.535 0.545 0.35494441986083985 59492 0.0 0.0
454 2023-10-20 00:00:00+01:00 0.535 0.5445000076293945 0.5325 0.5625 0.3663417053222656 138000 0.0 0.0
455 2023-10-23 00:00:00+01:00 0.539000015258789 0.5750000000000001 0.525 0.55 0.358200798034668 9624 0.0 0.0
456 2023-10-24 00:00:00+01:00 0.5381999969482422 0.5381999969482422 0.5381999969482422 0.555 0.36145713806152346 16791 0.0 0.0
457 2023-10-25 00:00:00+01:00 0.5750000000000001 0.5750000000000001 0.525 0.555 0.36145713806152346 34498 0.0 0.0
458 2023-10-26 00:00:00+01:00 0.535 0.535 0.53 0.5525 0.359828987121582 31165 0.0 0.0
459 2023-10-27 00:00:00+01:00 0.5331499862670899 0.5331499862670899 0.5331499862670899 0.5525 0.359828987121582 36990 0.0 0.0
460 2023-10-30 00:00:00+00:00 0.555 0.5750000000000001 0.5236999893188476 0.5575 0.3630853271484375 1242541 0.0 0.0
461 2023-10-31 00:00:00+00:00 0.54 0.595 0.525 0.55 0.358200798034668 283853 0.0 0.0
462 2023-11-01 00:00:00+00:00 0.545 0.5650000000000001 0.52 0.53 0.3451752853393555 566418 0.0 0.0
463 2023-11-02 00:00:00+00:00 0.54 0.5436000061035157 0.53 0.535 0.3484316253662109 108171 0.0 0.0
464 2023-11-03 00:00:00+00:00 0.55 0.55 0.51 0.53 0.3451752853393555 331841 0.0 0.0
465 2023-11-06 00:00:00+00:00 0.53 0.585 0.51 0.53 0.3451752853393555 390173 0.0 0.0
466 2023-11-07 00:00:00+00:00 0.53 0.56 0.51 0.55 0.358200798034668 214420 0.0 0.0
467 2023-11-08 00:00:00+00:00 0.5700000000000001 0.58 0.51 0.5375 0.35005985260009764 237162 0.0 0.0
468 2023-11-09 00:00:00+00:00 0.54 0.58 0.51 0.54 0.35168804168701173 200385 0.0 0.0
469 2023-11-10 00:00:00+00:00 0.5359999847412109 0.545 0.52 0.53 0.3451752853393555 121979 0.0 0.0
470 2023-11-13 00:00:00+00:00 0.54 0.55 0.52 0.54 0.35168804168701173 389388 0.0 0.0
471 2023-11-14 00:00:00+00:00 0.56 0.56 0.52 0.5425 0.35331623077392577 609850 0.0 0.0
472 2023-11-15 00:00:00+00:00 0.555 0.58 0.52 0.555 0.36145713806152346 490104 0.0 0.0
473 2023-11-16 00:00:00+00:00 0.595 0.6 0.55 0.5700000000000001 0.3712261962890625 93794 0.0 0.0
474 2023-11-17 00:00:00+00:00 0.5650000000000001 0.6 0.56 0.58 0.37773899078369144 140066 0.0 0.0
475 2023-11-20 00:00:00+00:00 0.6 0.6 0.56 0.58 0.37773899078369144 320620 0.0 0.0
476 2023-11-21 00:00:00+00:00 0.595 0.595 0.56 0.5750000000000001 0.3744826889038086 139340 0.0 0.0
477 2023-11-22 00:00:00+00:00 0.5725 0.5858000183105468 0.5725 0.5725 0.37285442352294923 55986 0.0 0.0
478 2023-11-23 00:00:00+00:00 0.5725699996948242 0.59 0.555 0.5725 0.37285442352294923 330335 0.0 0.0
479 2023-11-24 00:00:00+00:00 0.59 0.59 0.555 0.5725 0.37285442352294923 154362 0.0 0.0
480 2023-11-27 00:00:00+00:00 0.5734000015258789 0.5734000015258789 0.5729700088500976 0.5725 0.37285442352294923 48455 0.0 0.0
481 2023-11-28 00:00:00+00:00 0.5628300094604493 0.5700000000000001 0.5550199890136719 0.5700000000000001 0.3712261962890625 84308 0.0 0.0
482 2023-11-29 00:00:00+00:00 0.585 0.585 0.56 0.5725 0.37285442352294923 72614 0.0 0.0
483 2023-11-30 00:00:00+00:00 0.5454999923706055 0.5750000000000001 0.5454800033569336 0.5650000000000001 0.3679698944091797 40294 0.0 0.0
484 2023-12-01 00:00:00+00:00 0.5750000000000001 0.585 0.5548300170898438 0.5700000000000001 0.3712261962890625 109607 0.0 0.0
485 2023-12-04 00:00:00+00:00 0.56 0.585 0.5397900009155273 0.5525 0.359828987121582 197717 0.0 0.0
486 2023-12-05 00:00:00+00:00 0.54625 0.58 0.51 0.55 0.358200798034668 128028 0.0 0.0
487 2023-12-06 00:00:00+00:00 0.58 0.58 0.53 0.5625 0.3663417053222656 82495 0.0 0.0
488 2023-12-07 00:00:00+00:00 0.5525 0.58 0.5524399948120118 0.5750000000000001 0.3744826889038086 54474 0.0 0.0
489 2023-12-08 00:00:00+00:00 0.5700000000000001 0.58 0.555 0.5675 0.36959808349609374 74689 0.0 0.0
490 2023-12-11 00:00:00+00:00 0.58 0.58 0.55 0.5750000000000001 0.3744826889038086 101375 0.0 0.0
491 2023-12-12 00:00:00+00:00 0.590999984741211 0.5945000076293946 0.5578499984741211 0.5750000000000001 0.3744826889038086 94888 0.0 0.0
492 2023-12-13 00:00:00+00:00 0.66 0.75 0.63 0.64 0.4168154525756836 1502469 0.0 0.0
493 2023-12-14 00:00:00+00:00 0.65 0.6923999786376953 0.63 0.66 0.42984092712402344 1203852 0.0 0.0
494 2023-12-15 00:00:00+00:00 0.665 0.6900000000000001 0.635 0.6725 0.4379818725585938 707751 0.0 0.0
495 2023-12-18 00:00:00+00:00 0.685 0.685 0.63 0.6525 0.4249563980102539 450736 0.0 0.0
496 2023-12-19 00:00:00+00:00 0.67 0.685 0.65 0.675 0.4396100616455078 359770 0.0 0.0
497 2023-12-20 00:00:00+00:00 0.685 0.685 0.67 0.6775 0.4412382507324219 211670 0.0 0.0
498 2023-12-21 00:00:00+00:00 0.67 0.685 0.64 0.655 0.4266711807250977 415255 0.0001375 0.0
499 2023-12-22 00:00:00+00:00 0.66 0.66 0.645 0.655 0.4266711807250977 122057 0.0 0.0
500 2023-12-27 00:00:00+00:00 0.6597699737548828 0.6597699737548828 0.642509994506836 0.65 0.4234141159057617 180039 0.0 0.0
501 2023-12-28 00:00:00+00:00 0.65 0.6597699737548828 0.642509994506836 0.6525 0.425042610168457 119959 0.0 0.0
502 2023-12-29 00:00:00+00:00 0.66 0.7000000000000001 0.635 0.66 0.42992816925048827 153981 0.0 0.0
503 2024-01-02 00:00:00+00:00 0.685 0.72 0.64 0.675 0.4396992874145508 361509 0.0 0.0
504 2024-01-03 00:00:00+00:00 0.685 0.71 0.66 0.6825 0.44458484649658203 286050 0.0 0.0
505 2024-01-04 00:00:00+00:00 0.6808999633789062 0.6900000000000001 0.65 0.6775 0.44132781982421876 63840 0.0 0.0
506 2024-01-05 00:00:00+00:00 0.6777999877929688 0.6777999877929688 0.6709999847412109 0.675 0.4396992874145508 58090 0.0 0.0
507 2024-01-08 00:00:00+00:00 0.665 0.6739399719238282 0.6533000183105468 0.6725 0.4380707550048828 120389 0.0 0.0
508 2024-01-09 00:00:00+00:00 0.6675 0.6676000213623047 0.6676000213623047 0.675 0.4396992874145508 111438 0.0 0.0
509 2024-01-10 00:00:00+00:00 0.6763999938964844 0.6900000000000001 0.655 0.68 0.4429562759399414 31967 0.0 0.0
510 2024-01-11 00:00:00+00:00 0.67 0.7000000000000001 0.6625 0.68 0.4429562759399414 58226 0.0 0.0
511 2024-01-12 00:00:00+00:00 0.6900000000000001 0.6900000000000001 0.66 0.675 0.4396992874145508 48019 0.0 0.0
512 2024-01-15 00:00:00+00:00 0.669000015258789 0.669000015258789 0.6630000305175782 0.675 0.4396992874145508 49462 0.0 0.0
513 2024-01-16 00:00:00+00:00 0.675 0.725 0.6644599914550782 0.6975 0.4543559265136719 235182 0.0 0.0
514 2024-01-17 00:00:00+00:00 0.6711000061035156 0.71 0.665 0.6875 0.44784183502197267 4792 0.0 0.0
515 2024-01-18 00:00:00+00:00 0.6819999694824219 0.6859999847412109 0.666989974975586 0.6775 0.44132781982421876 25351 0.0 0.0
516 2024-01-19 00:00:00+00:00 0.665 0.66572998046875 0.665 0.6875 0.44784183502197267 24696 0.0 0.0
517 2024-01-22 00:00:00+00:00 0.67 0.71 0.6604000091552734 0.6900000000000001 0.44947036743164065 23119 0.0 0.0
518 2024-01-23 00:00:00+00:00 0.705 0.71 0.665 0.68 0.4429562759399414 22499 0.0 0.0
519 2024-01-24 00:00:00+00:00 0.6880000305175782 0.71 0.675 0.6950000000000001 0.45272743225097656 28741 0.0 0.0
520 2024-01-25 00:00:00+00:00 0.675 0.71 0.675 0.6725 0.4380707550048828 50665 0.0 0.0
521 2024-01-26 00:00:00+00:00 0.665 0.6900000000000001 0.64 0.665 0.4331851959228516 4394 0.0 0.0
522 2024-01-29 00:00:00+00:00 0.63 0.67 0.6131600189208984 0.6175 0.40224342346191405 287118 0.0 0.0
523 2024-01-30 00:00:00+00:00 0.62 0.645 0.6123799896240234 0.63 0.4103860092163086 152632 0.0 0.0
524 2024-01-31 00:00:00+00:00 0.63 0.63 0.615 0.6325000000000001 0.41201454162597656 70345 0.0 0.0
525 2024-02-01 00:00:00+00:00 0.62 0.62 0.6146099853515625 0.6175 0.40224342346191405 57066 0.0 0.0
526 2024-02-02 00:00:00+00:00 0.61 0.62 0.569630012512207 0.5975 0.38921527862548827 442360 0.0 0.0
527 2024-02-05 00:00:00+00:00 0.5750000000000001 0.61 0.525 0.5700000000000001 0.3713016128540039 944448 0.0 0.0
528 2024-02-06 00:00:00+00:00 0.58 0.595 0.55 0.5750000000000001 0.37455860137939456 68747 0.0 0.0
529 2024-02-07 00:00:00+00:00 0.58 0.58 0.55 0.5700000000000001 0.3713016128540039 250230 0.0 0.0
530 2024-02-08 00:00:00+00:00 0.55 0.58 0.53 0.5575 0.36315906524658204 139923 0.0 0.0
531 2024-02-09 00:00:00+00:00 0.58 0.63 0.5572000122070313 0.6225 0.4055004501342774 701326 0.0 0.0
532 2024-02-12 00:00:00+00:00 0.625 0.6736000061035157 0.6 0.66 0.42992816925048827 669752 0.0 0.0
533 2024-02-13 00:00:00+00:00 0.655 0.6879399871826172 0.6425 0.6575 0.42829963684082034 401964 0.0 0.0
534 2024-02-14 00:00:00+00:00 0.67 0.6940000152587891 0.6611499786376953 0.685 0.4462133407592774 253829 0.0 0.0
535 2024-02-15 00:00:00+00:00 0.67 0.7000000000000001 0.66 0.68 0.4429562759399414 229074 0.0 0.0
536 2024-02-16 00:00:00+00:00 0.68 0.7000000000000001 0.67 0.6775 0.44132781982421876 269207 0.0 0.0
537 2024-02-19 00:00:00+00:00 0.68 0.71 0.67 0.685 0.4462133407592774 166587 0.0 0.0
538 2024-02-20 00:00:00+00:00 0.66 0.6940000152587891 0.66 0.675 0.4396992874145508 191808 0.0 0.0
539 2024-02-21 00:00:00+00:00 0.705 0.705 0.655 0.6825 0.44458484649658203 121902 0.0 0.0
540 2024-02-22 00:00:00+00:00 0.705 0.705 0.655 0.6725 0.4380707550048828 104485 0.0 0.0
541 2024-02-23 00:00:00+00:00 0.6840000152587891 0.6840000152587891 0.655 0.6725 0.4380707550048828 150470 0.0 0.0
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675 2024-09-05 00:00:00+01:00 0.7000000000000001 0.7040000152587891 0.6859999847412109 0.6919999694824219 0.45105289459228515 222524 0.0001375 0.0
676 2024-09-06 00:00:00+01:00 0.7180000305175781 0.75 0.71 0.715999984741211 0.4666963577270508 1764695 0.0 0.0
677 2024-09-09 00:00:00+01:00 0.72 0.7206800079345703 0.71 0.715 0.4660445785522461 450503 0.0 0.0
678 2024-09-10 00:00:00+01:00 0.7180000305175781 0.72 0.7119999694824218 0.715999984741211 0.4666963577270508 115944 0.0 0.0
679 2024-09-11 00:00:00+01:00 0.7180000305175781 0.72 0.71 0.7130000305175781 0.46474098205566405 237914 0.0 0.0
680 2024-09-12 00:00:00+01:00 0.72 0.7219999694824218 0.7119999694824218 0.715999984741211 0.4666963577270508 371034 0.0 0.0
681 2024-09-13 00:00:00+01:00 0.72 0.72 0.712979965209961 0.7180000305175781 0.46800003051757816 634981 0.0 0.0
682 2024-09-16 00:00:00+01:00 0.7219999694824218 0.7219999694824218 0.7140000152587891 0.7169999694824218 0.46734817504882814 1095043 0.0 0.0
683 2024-09-17 00:00:00+01:00 0.7180000305175781 0.7219999694824218 0.7138200378417969 0.7190000152587891 0.46865180969238285 667418 0.0 0.0
684 2024-09-18 00:00:00+01:00 0.7219999694824218 0.7219999694824218 0.7140000152587891 0.7180000305175781 0.46800003051757816 1771156 0.0 0.0
685 2024-09-19 00:00:00+01:00 0.4640000152587891 0.4909999847412109 0.4520000076293945 0.4640000152587891 0.4640000152587891 794932 0.25 0.0
686 2024-09-20 00:00:00+01:00 0.4458200073242188 0.480999984741211 0.4458200073242188 0.46950000762939453 0.46950000762939453 328898 0.0 0.0

View File

@@ -1,5 +1,5 @@
from .context import yfinance as yf
from .context import session_gbl
from tests.context import yfinance as yf
from tests.context import session_gbl
import unittest
@@ -35,7 +35,6 @@ class TestPriceRepairAssumptions(unittest.TestCase):
continue
for j in range(i, len(periods)):
period = periods[j]
print(f"- interval={interval} period={period}")
df_truth = dat.history(interval=interval, period=period)
# df_1d = dat.history(interval='1d', period=period)
@@ -115,7 +114,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertIsInstance(reconstructed, _pd.DataFrame, "data has wrong type")
self.assertFalse(data.empty, "data is empty")
# pass
def test_reconstruct_2m(self):
# 2m repair requires 1m data.
# Yahoo restricts 1m fetches to 7 days max within last 30 days.
@@ -135,7 +133,6 @@ class TestPriceRepair(unittest.TestCase):
start_dt = end_dt - td_60d
dat.history(start=start_dt, end=end_dt, interval="2m", repair=True)
# pass
def test_repair_100x_random_weekly(self):
# Setup:
tkr = "PNL.L"
@@ -190,7 +187,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in df_repaired.columns)
self.assertFalse(df_repaired["Repaired?"].isna().any())
# pass
def test_repair_100x_random_weekly_preSplit(self):
# PNL.L has a stock-split in 2022. Sometimes requesting data before 2022 is not split-adjusted.
@@ -252,7 +248,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in df_repaired.columns)
self.assertFalse(df_repaired["Repaired?"].isna().any())
# pass
def test_repair_100x_random_daily(self):
tkr = "PNL.L"
dat = yf.Ticker(tkr, session=self.session)
@@ -301,7 +296,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in df_repaired.columns)
self.assertFalse(df_repaired["Repaired?"].isna().any())
# pass
def test_repair_100x_block_daily(self):
# Some 100x errors are not sporadic.
# Sometimes Yahoo suddenly shifts from cents->$ from some recent date.
@@ -361,7 +355,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in df_repaired.columns)
self.assertFalse(df_repaired["Repaired?"].isna().any())
# pass
def test_repair_zeroes_daily(self):
tkr = "BBIL.L"
dat = yf.Ticker(tkr, session=self.session)
@@ -393,7 +386,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in repaired_df.columns)
self.assertFalse(repaired_df["Repaired?"].isna().any())
# pass
def test_repair_zeroes_daily_adjClose(self):
# Test that 'Adj Close' is reconstructed correctly,
# particularly when a dividend occurred within 1 day.
@@ -431,7 +423,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in df_slice_bad_repaired.columns)
self.assertFalse(df_slice_bad_repaired["Repaired?"].isna().any())
# pass
def test_repair_zeroes_hourly(self):
tkr = "INTC"
dat = yf.Ticker(tkr, session=self.session)
@@ -467,7 +458,6 @@ class TestPriceRepair(unittest.TestCase):
self.assertTrue("Repaired?" in repaired_df.columns)
self.assertFalse(repaired_df["Repaired?"].isna().any())
# pass
def test_repair_bad_stock_splits(self):
# Stocks that split in 2022 but no problems in Yahoo data,
# so repair should change nothing
@@ -562,37 +552,6 @@ class TestPriceRepair(unittest.TestCase):
print(df_dbg[f_diff | _np.roll(f_diff, 1) | _np.roll(f_diff, -1)])
raise
# pass
def test_repair_missing_div_adjust(self):
tkr = '8TRA.DE'
dat = yf.Ticker(tkr, session=self.session)
tz_exchange = dat.fast_info["timezone"]
hist = dat._lazy_load_price_history()
df_bad = _pd.read_csv(os.path.join(self.dp, "data", tkr.replace('.','-')+"-1d-missing-div-adjust.csv"), index_col="Date")
df_bad.index = _pd.to_datetime(df_bad.index)
repaired_df = hist._fix_missing_div_adjust(df_bad, "1d", tz_exchange)
correct_df = _pd.read_csv(os.path.join(self.dp, "data", tkr.replace('.','-')+"-1d-missing-div-adjust-fixed.csv"), index_col="Date")
correct_df.index = _pd.to_datetime(correct_df.index)
repaired_df = repaired_df.sort_index()
correct_df = correct_df.sort_index()
for c in ["Open", "Low", "High", "Close", "Adj Close", "Volume"]:
try:
self.assertTrue(_np.isclose(repaired_df[c], correct_df[c], rtol=5e-6).all())
except Exception:
print(f"tkr={tkr} COLUMN={c}")
print("- repaired_df")
print(repaired_df)
print("- correct_df[c]:")
print(correct_df[c])
print("- diff:")
print(repaired_df[c] - correct_df[c])
raise
def test_repair_bad_div_adjusts(self):
interval = '1d'
bad_tkrs = []
@@ -606,11 +565,11 @@ class TestPriceRepair(unittest.TestCase):
# These tickers were exceptionally bad
bad_tkrs += ['LSC.L']
bad_tkrs += ['TEM.L']
bad_tkrs += ['CLC.L']
# Other special sits
bad_tkrs += ['KME.MI'] # 2023 dividend paid to savings share, not common/preferred
bad_tkrs += ['REL.L'] # 100x div also missing adjust
bad_tkrs.append('4063.T') # Div with same-day split not split adjusted
# Adj too small
bad_tkrs += ['ADIG.L']
@@ -623,8 +582,14 @@ class TestPriceRepair(unittest.TestCase):
bad_tkrs += ['ELCO.L']
bad_tkrs += ['KWS.L']
bad_tkrs += ['PSH.L']
# Div 100x and adjust too big
bad_tkrs += ['SCR.TO']
# Div 0.01x
bad_tkrs += ['NVT.L']
bad_tkrs += ['TENT.L']
# Missing div adjusts:
bad_tkrs += ['1398.HK']
bad_tkrs += ['3988.HK']
@@ -652,12 +617,13 @@ class TestPriceRepair(unittest.TestCase):
hist = dat._lazy_load_price_history()
hist.history(period='1mo') # init metadata for currency
currency = hist._history_metadata['currency']
tz = hist._history_metadata['exchangeTimezoneName']
fp = os.path.join(self.dp, "data", tkr.replace('.','-') + '-' + interval + "-no-bad-divs.csv")
if not os.path.isfile(fp):
continue
df = _pd.read_csv(fp, index_col='Datetime')
df.index = _pd.to_datetime(df.index, utc=True)
df.index = _pd.to_datetime(df.index, utc=True).tz_convert(tz)
repaired_df = hist._fix_bad_div_adjust(df, interval, currency)
@@ -683,15 +649,16 @@ class TestPriceRepair(unittest.TestCase):
hist = dat._lazy_load_price_history()
hist.history(period='1mo') # init metadata for currency
currency = hist._history_metadata['currency']
tz = hist._history_metadata['exchangeTimezoneName']
fp = os.path.join(self.dp, "data", tkr.replace('.','-') + '-' + interval + "-bad-div.csv")
if not os.path.isfile(fp):
continue
df_bad = _pd.read_csv(fp, index_col='Datetime')
df_bad.index = _pd.to_datetime(df_bad.index, utc=True)
df_bad.index = _pd.to_datetime(df_bad.index, utc=True).tz_convert(tz)
fp = os.path.join(self.dp, "data", tkr.replace('.','-') + '-' + interval + "-bad-div-fixed.csv")
correct_df = _pd.read_csv(fp, index_col='Datetime')
correct_df.index = _pd.to_datetime(correct_df.index, utc=True)
correct_df.index = _pd.to_datetime(correct_df.index, utc=True).tz_convert(tz)
repaired_df = hist._fix_bad_div_adjust(df_bad, interval, currency)

View File

@@ -1,5 +1,5 @@
from .context import yfinance as yf
from .context import session_gbl
from tests.context import yfinance as yf
from tests.context import session_gbl
import unittest

153
tests/test_screener.py Normal file
View File

@@ -0,0 +1,153 @@
import unittest
from unittest.mock import patch, MagicMock
from yfinance.const import PREDEFINED_SCREENER_BODY_MAP
from yfinance.screener.screener import Screener
from yfinance.screener.screener_query import EquityQuery
class TestScreener(unittest.TestCase):
@classmethod
def setUpClass(self):
self.screener = Screener()
self.query = EquityQuery('gt',['eodprice',3])
def test_set_default_body(self):
result = self.screener.set_default_body(self.query)
self.assertEqual(self.screener.body['offset'], 0)
self.assertEqual(self.screener.body['size'], 100)
self.assertEqual(self.screener.body['sortField'], 'ticker')
self.assertEqual(self.screener.body['sortType'], 'desc')
self.assertEqual(self.screener.body['quoteType'], 'equity')
self.assertEqual(self.screener.body['query'], self.query.to_dict())
self.assertEqual(self.screener.body['userId'], '')
self.assertEqual(self.screener.body['userIdType'], 'guid')
self.assertEqual(self.screener, result)
def test_set_predefined_body(self):
k = 'most_actives'
result = self.screener.set_predefined_body(k)
self.assertEqual(self.screener.body, PREDEFINED_SCREENER_BODY_MAP[k])
self.assertEqual(self.screener, result)
def test_set_predefined_body_invalid_key(self):
with self.assertRaises(ValueError):
self.screener.set_predefined_body('invalid_key')
def test_set_body(self):
body = {
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": self.query.to_dict(),
"userId": "",
"userIdType": "guid"
}
result = self.screener.set_body(body)
self.assertEqual(self.screener.body, body)
self.assertEqual(self.screener, result)
def test_set_body_missing_keys(self):
body = {
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity"
}
with self.assertRaises(ValueError):
self.screener.set_body(body)
def test_set_body_extra_keys(self):
body = {
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": self.query.to_dict(),
"userId": "",
"userIdType": "guid",
"extraKey": "extraValue"
}
with self.assertRaises(ValueError):
self.screener.set_body(body)
def test_patch_body(self):
initial_body = {
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": self.query.to_dict(),
"userId": "",
"userIdType": "guid"
}
self.screener.set_body(initial_body)
patch_values = {"size": 50}
result = self.screener.patch_body(patch_values)
self.assertEqual(self.screener.body['size'], 50)
self.assertEqual(self.screener.body['query'], self.query.to_dict())
self.assertEqual(self.screener, result)
def test_patch_body_extra_keys(self):
initial_body = {
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": self.query.to_dict(),
"userId": "",
"userIdType": "guid"
}
self.screener.set_body(initial_body)
patch_values = {"extraKey": "extraValue"}
with self.assertRaises(ValueError):
self.screener.patch_body(patch_values)
@patch('yfinance.screener.screener.YfData.post')
def test_set_large_size_in_body(self, mock_post):
body = {
"offset": 0,
"size": 251, # yahoo limits at 250
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": self.query.to_dict(),
"userId": "",
"userIdType": "guid"
}
with self.assertRaises(ValueError):
self.screener.set_body(body).response
@patch('yfinance.screener.screener.YfData.post')
def test_fetch(self, mock_post):
mock_response = MagicMock()
mock_response.json.return_value = {'finance': {'result': [{}]}}
mock_post.return_value = mock_response
self.screener.set_default_body(self.query)
response = self.screener._fetch()
self.assertEqual(response, {'finance': {'result': [{}]}})
@patch('yfinance.screener.screener.YfData.post')
def test_fetch_and_parse(self, mock_post):
mock_response = MagicMock()
mock_response.json.return_value = {'finance': {'result': [{'key': 'value'}]}}
mock_post.return_value = mock_response
self.screener.set_default_body(self.query)
self.screener._fetch_and_parse()
self.assertEqual(self.screener.response, {'key': 'value'})
if __name__ == '__main__':
unittest.main()

31
tests/test_search.py Normal file
View File

@@ -0,0 +1,31 @@
import unittest
from tests.context import yfinance as yf
class TestSearch(unittest.TestCase):
def test_valid_query(self):
search = yf.Search(query="AAPL", max_results=5, news_count=3)
self.assertEqual(len(search.quotes), 5)
self.assertEqual(len(search.news), 3)
self.assertIn("AAPL", search.quotes[0]['symbol'])
def test_invalid_query(self):
search = yf.Search(query="XYZXYZ")
self.assertEqual(len(search.quotes), 0)
self.assertEqual(len(search.news), 0)
def test_empty_query(self):
search = yf.Search(query="")
self.assertEqual(len(search.quotes), 0)
self.assertEqual(len(search.news), 0)
def test_fuzzy_query(self):
search = yf.Search(query="Appel", enable_fuzzy_query=True)
# Check if the fuzzy search retrieves relevant results despite the typo
self.assertGreater(len(search.quotes), 0)
self.assertIn("AAPL", search.quotes[0]['symbol'])

View File

@@ -10,9 +10,9 @@ Specific test class:
"""
import pandas as pd
from .context import yfinance as yf
from .context import session_gbl
from yfinance.exceptions import YFChartError, YFInvalidPeriodError, YFNotImplementedError, YFTickerMissingError, YFTzMissingError
from tests.context import yfinance as yf
from tests.context import session_gbl
from yfinance.exceptions import YFPricesMissingError, YFInvalidPeriodError, YFNotImplementedError, YFTickerMissingError, YFTzMissingError, YFDataException
import unittest
@@ -142,14 +142,14 @@ class TestTicker(unittest.TestCase):
# META call option, 2024 April 26th @ strike of 180000
tkr = 'META240426C00180000'
dat = yf.Ticker(tkr, session=self.session)
with self.assertRaises(YFChartError):
with self.assertRaises(YFPricesMissingError):
dat.history(period="5d", interval="1m", raise_errors=True)
def test_ticker_missing(self):
tkr = 'ATVI'
dat = yf.Ticker(tkr, session=self.session)
# A missing ticker can trigger either a niche error or the generalized error
with self.assertRaises((YFTickerMissingError, YFTzMissingError, YFChartError)):
with self.assertRaises((YFTickerMissingError, YFTzMissingError, YFPricesMissingError)):
dat.history(period="3mo", interval="1d", raise_errors=True)
def test_goodTicker(self):
@@ -216,11 +216,24 @@ class TestTickerHistory(unittest.TestCase):
self.assertFalse(data.empty, "data is empty")
def test_download(self):
tomorrow = pd.Timestamp.now().date() + pd.Timedelta(days=1) # helps with caching
for t in [False, True]:
for i in [False, True]:
data = yf.download(self.symbols, threads=t, ignore_tz=i)
self.assertIsInstance(data, pd.DataFrame, "data has wrong type")
self.assertFalse(data.empty, "data is empty")
for m in [False, True]:
for n in [1, 'all']:
symbols = self.symbols[0] if n == 1 else self.symbols
data = yf.download(symbols, end=tomorrow, session=self.session,
threads=t, ignore_tz=i, multi_level_index=m)
self.assertIsInstance(data, pd.DataFrame, "data has wrong type")
self.assertFalse(data.empty, "data is empty")
if i:
self.assertIsNone(data.index.tz)
else:
self.assertIsNotNone(data.index.tz)
if (not m) and n == 1:
self.assertFalse(isinstance(data.columns, pd.MultiIndex))
else:
self.assertIsInstance(data.columns, pd.MultiIndex)
def test_no_expensive_calls_introduced(self):
"""
@@ -825,7 +838,7 @@ class TestTickerAnalysts(unittest.TestCase):
columns = ['stock', 'industry', 'sector', 'index']
self.assertEqual(data.columns.values.tolist(), columns, "data has wrong column names")
index = ['0q', '+1q', '0y', '+1y', '+5y', '-5y']
index = ['0q', '+1q', '0y', '+1y']
self.assertEqual(data.index.values.tolist(), index, "data has wrong row names")
data_cached = self.ticker.growth_estimates
@@ -848,7 +861,7 @@ class TestTickerAnalysts(unittest.TestCase):
self.assertIsInstance(data, pd.DataFrame, "data has wrong type")
self.assertTrue(data.empty, "data is not empty")
except Exception as e:
self.fail(f"Excpetion raised for attribute '{attribute}': {e}")
self.fail(f"Exception raised for attribute '{attribute}': {e}")
@@ -997,7 +1010,84 @@ class TestTickerInfo(unittest.TestCase):
# else:
# raise
class TestTickerFundsData(unittest.TestCase):
session = None
@classmethod
def setUpClass(cls):
cls.session = session_gbl
@classmethod
def tearDownClass(cls):
if cls.session is not None:
cls.session.close()
def setUp(self):
self.test_tickers = [yf.Ticker("SPY", session=self.session), # equity etf
yf.Ticker("JNK", session=self.session), # bonds etf
yf.Ticker("VTSAX", session=self.session)] # mutual fund
def tearDown(self):
self.ticker = None
def test_fetch_and_parse(self):
try:
for ticker in self.test_tickers:
ticker.funds_data._fetch_and_parse()
except Exception as e:
self.fail(f"_fetch_and_parse raised an exception unexpectedly: {e}")
with self.assertRaises(YFDataException):
ticker = yf.Ticker("AAPL", session=self.session) # stock, not funds
ticker.funds_data._fetch_and_parse()
self.fail("_fetch_and_parse should have failed when calling for non-funds data")
def test_description(self):
for ticker in self.test_tickers:
description = ticker.funds_data.description
self.assertIsInstance(description, str)
self.assertTrue(len(description) > 0)
def test_fund_overview(self):
for ticker in self.test_tickers:
fund_overview = ticker.funds_data.fund_overview
self.assertIsInstance(fund_overview, dict)
def test_fund_operations(self):
for ticker in self.test_tickers:
fund_operations = ticker.funds_data.fund_operations
self.assertIsInstance(fund_operations, pd.DataFrame)
def test_asset_classes(self):
for ticker in self.test_tickers:
asset_classes = ticker.funds_data.asset_classes
self.assertIsInstance(asset_classes, dict)
def test_top_holdings(self):
for ticker in self.test_tickers:
top_holdings = ticker.funds_data.top_holdings
self.assertIsInstance(top_holdings, pd.DataFrame)
def test_equity_holdings(self):
for ticker in self.test_tickers:
equity_holdings = ticker.funds_data.equity_holdings
self.assertIsInstance(equity_holdings, pd.DataFrame)
def test_bond_holdings(self):
for ticker in self.test_tickers:
bond_holdings = ticker.funds_data.bond_holdings
self.assertIsInstance(bond_holdings, pd.DataFrame)
def test_bond_ratings(self):
for ticker in self.test_tickers:
bond_ratings = ticker.funds_data.bond_ratings
self.assertIsInstance(bond_ratings, dict)
def test_sector_weightings(self):
for ticker in self.test_tickers:
sector_weightings = ticker.funds_data.sector_weightings
self.assertIsInstance(sector_weightings, dict)
def suite():
suite = unittest.TestSuite()
@@ -1007,6 +1097,7 @@ def suite():
suite.addTest(TestTickerHistory('Test Ticker history'))
suite.addTest(TestTickerMiscFinancials('Test misc financials'))
suite.addTest(TestTickerInfo('Test info & fast_info'))
suite.addTest(TestTickerFundsData('Test Funds Data'))
return suite

View File

@@ -14,7 +14,7 @@ from unittest import TestSuite
import pandas as pd
# import numpy as np
from .context import yfinance as yf
from tests.context import yfinance as yf
import unittest
# import requests_cache

View File

@@ -20,11 +20,17 @@
#
from . import version
from .search import Search
from .ticker import Ticker
from .tickers import Tickers
from .multi import download
from .utils import enable_debug_mode
from .cache import set_tz_cache_location
from .domain.sector import Sector
from .domain.industry import Industry
from .domain.market import Market
from .screener.screener import Screener
from .screener.screener_query import EquityQuery
__version__ = version.version
__author__ = "Ran Aroussi"
@@ -32,4 +38,5 @@ __author__ = "Ran Aroussi"
import warnings
warnings.filterwarnings('default', category=DeprecationWarning, module='^yfinance')
__all__ = ['download', 'Ticker', 'Tickers', 'enable_debug_mode', 'set_tz_cache_location']
__all__ = ['download', 'Search', 'Ticker', 'Tickers', 'enable_debug_mode', 'set_tz_cache_location', 'Sector',
'Industry', 'EquityQuery', 'Screener', 'Market']

View File

@@ -38,6 +38,7 @@ from .scrapers.fundamentals import Fundamentals
from .scrapers.holders import Holders
from .scrapers.quote import Quote, FastInfo
from .scrapers.history import PriceHistory
from .scrapers.funds import FundsData
from .const import _BASE_URL_, _ROOT_URL_
@@ -70,6 +71,7 @@ class TickerBase:
self._holders = Holders(self._data, self.ticker)
self._quote = Quote(self._data, self.ticker)
self._fundamentals = Fundamentals(self._data, self.ticker)
self._funds_data = None
self._fast_info = None
@@ -532,38 +534,60 @@ class TickerBase:
self._isin = data.split(search_str)[1].split('"')[0].split('|')[0]
return self._isin
def get_news(self, proxy=None) -> list:
def get_news(self, count=10, tab="news", proxy=None) -> list:
"""Allowed options for tab: "news", "all", "press releases"""
if self._news:
return self._news
# Getting data from json
url = f"{_BASE_URL_}/v1/finance/search?q={self.ticker}"
data = self._data.cache_get(url=url, proxy=proxy)
logger = utils.get_yf_logger()
tab_queryrefs = {
"all": "newsAll",
"news": "latestNews",
"press releases": "pressRelease",
}
query_ref = tab_queryrefs.get(tab.lower())
if not query_ref:
raise ValueError(f"Invalid tab name '{tab}'. Choose from: {', '.join(tab_queryrefs.keys())}")
url = f"{_ROOT_URL_}/xhr/ncp?queryRef={query_ref}&serviceKey=ncp_fin"
payload = {
"serviceConfig": {
"snippetCount": count,
"s": [self.ticker]
}
}
data = self._data.post(url, body=payload, proxy=proxy)
if data is None or "Will be right back" in data.text:
raise RuntimeError("*** YAHOO! FINANCE IS CURRENTLY DOWN! ***\n"
"Our engineers are working quickly to resolve "
"the issue. Thank you for your patience.")
try:
data = data.json()
except (_json.JSONDecodeError):
logger = utils.get_yf_logger()
except _json.JSONDecodeError:
logger.error(f"{self.ticker}: Failed to retrieve the news and received faulty response instead.")
data = {}
# parse news
self._news = data.get("news", [])
news = data.get("data", {}).get("tickerStream", {}).get("stream", [])
self._news = [article for article in news if not article.get('ad', [])]
return self._news
@utils.log_indent_decorator
def get_earnings_dates(self, limit=12, proxy=None) -> Optional[pd.DataFrame]:
"""
Get earning dates (future and historic)
:param limit: max amount of upcoming and recent earnings dates to return.
Default value 12 should return next 4 quarters and last 8 quarters.
Increase if more history is needed.
:param proxy: requests proxy to use.
:return: pandas dataframe
Args:
limit (int): max amount of upcoming and recent earnings dates to return.
Default value 12 should return next 4 quarters and last 8 quarters.
Increase if more history is needed.
proxy: requests proxy to use.
Returns:
pd.DataFrame
"""
if self._earnings_dates and limit in self._earnings_dates:
return self._earnings_dates[limit]
@@ -647,3 +671,9 @@ class TickerBase:
def get_history_metadata(self, proxy=None) -> dict:
return self._lazy_load_price_history().get_history_metadata(proxy)
def get_funds_data(self, proxy=None) -> Optional[FundsData]:
if not self._funds_data:
self._funds_data = FundsData(self._data, self.ticker)
return self._funds_data

View File

@@ -1,3 +1,4 @@
_QUERY1_URL_ = 'https://query1.finance.yahoo.com'
_BASE_URL_ = 'https://query2.finance.yahoo.com'
_ROOT_URL_ = 'https://finance.yahoo.com'
@@ -155,3 +156,395 @@ quote_summary_valid_modules = (
"recommendationTrend",
"futuresChain",
)
# map last updated as of 2024.09.18
SECTOR_INDUSTY_MAPPING = {
'basic-materials': {'specialty-chemicals',
'gold',
'building-materials',
'copper',
'steel',
'agricultural-inputs',
'chemicals',
'other-industrial-metals-mining',
'lumber-wood-production',
'aluminum',
'other-precious-metals-mining',
'coking-coal',
'paper-paper-products',
'silver'},
'communication-services': {'internet-content-information',
'telecom-services',
'entertainment',
'electronic-gaming-multimedia',
'advertising-agencies',
'broadcasting',
'publishing'},
'consumer-cyclical': {'internet-retail',
'auto-manufacturers',
'restaurants',
'home-improvement-retail',
'travel-services',
'specialty-retail',
'apparel-retail',
'residential-construction',
'footwear-accessories',
'packaging-containers',
'lodging',
'auto-parts',
'auto-truck-dealerships',
'gambling',
'resorts-casinos',
'leisure',
'apparel-manufacturing',
'personal-services',
'furnishings-fixtures-appliances',
'recreational-vehicles',
'luxury-goods',
'department-stores',
'textile-manufacturing'},
'consumer-defensive': {'discount-stores',
'beverages-non-alcoholic',
'household-personal-products',
'packaged-foods',
'tobacco',
'confectioners',
'farm-products',
'food-distribution',
'grocery-stores',
'beverages-brewers',
'education-training-services',
'beverages-wineries-distilleries'},
'energy': {'oil-gas-integrated',
'oil-gas-midstream',
'oil-gas-e-p',
'oil-gas-equipment-services',
'oil-gas-refining-marketing',
'uranium',
'oil-gas-drilling',
'thermal-coal'},
'financial-services': {'banks-diversified',
'credit-services',
'asset-management',
'insurance-diversified',
'banks-regional',
'capital-markets',
'financial-data-stock-exchanges',
'insurance-property-casualty',
'insurance-brokers',
'insurance-life',
'insurance-specialty',
'mortgage-finance',
'insurance-reinsurance',
'shell-companies',
'financial-conglomerates'},
'healthcare': {'drug-manufacturers-general',
'healthcare-plans',
'biotechnology',
'medical-devices',
'diagnostics-research',
'medical-instruments-supplies',
'medical-care-facilities',
'drug-manufacturers-specialty-generic',
'health-information-services',
'medical-distribution',
'pharmaceutical-retailers'},
'industrials': {'aerospace-defense',
'specialty-industrial-machinery',
'railroads',
'building-products-equipment',
'farm-heavy-construction-machinery',
'specialty-business-services',
'integrated-freight-logistics',
'waste-management',
'conglomerates',
'industrial-distribution',
'engineering-construction',
'rental-leasing-services',
'consulting-services',
'trucking',
'electrical-equipment-parts',
'airlines',
'tools-accessories',
'pollution-treatment-controls',
'security-protection-services',
'marine-shipping',
'metal-fabrication',
'infrastructure-operations',
'staffing-employment-services',
'airports-air-services',
'business-equipment-supplies'},
'real-estate': {'reit-specialty',
'reit-industrial',
'reit-retail',
'reit-residential',
'reit-healthcare-facilities',
'real-estate-services',
'reit-office',
'reit-diversified',
'reit-mortgage',
'reit-hotel-motel',
'real-estate-development',
'real-estate-diversified'},
'technology': {'software-infrastructure',
'semiconductors',
'consumer-electronics',
'software-application',
'information-technology-services',
'semiconductor-equipment-materials',
'communication-equipment',
'computer-hardware',
'electronic-components',
'scientific-technical-instruments',
'solar',
'electronics-computer-distribution'},
'utilities': {'utilities-regulated-electric',
'utilities-renewable',
'utilities-diversified',
'utilities-regulated-gas',
'utilities-independent-power-producers',
'utilities-regulated-water'}
}
EQUITY_SCREENER_EQ_MAP = {
"region": {
"za", "ve", "vn", "us", "tw", "th", "tr", "sr", "sg", "sa", "se", "ru", "ro", "qa", "pt", "pk", "pl",
"ph", "nz", "nl", "mx", "pe", "no", "my", "lv", "lt", "kw", "jp", "is", "il", "lk", "kr", "it", "in",
"ie", "hu", "id", "hk", "gb", "fi", "eg", "dk", "gr", "fr", "es", "ee", "de", "cz", "cl", "ca", "be",
"at", "cn", "br", "au", "ar", "ch"
},
"sector": {
"Basic Materials", "Industrials", "Communication Services", "Healthcare",
"Real Estate", "Technology", "Energy", "Utilities", "Financial Services",
"Consumer Defensive", "Consumer Cyclical"
},
"exchanges": {
"NMS", "NAS", "YHD", "NYQ", "NGM", "NCM", "BSE"
},
"peer_group": {
"US Fund Equity Energy",
"US CE Convertibles",
"EAA CE UK Large-Cap Equity",
"EAA CE Other",
"US Fund Financial",
"India CE Multi-Cap",
"US Fund Foreign Large Blend",
"US Fund Consumer Cyclical",
"EAA Fund Global Equity Income",
"China Fund Sector Equity Financial and Real Estate",
"US Fund Equity Precious Metals",
"EAA Fund RMB Bond - Onshore",
"China Fund QDII Greater China Equity",
"US Fund Large Growth",
"EAA Fund Germany Equity",
"EAA Fund Hong Kong Equity",
"EAA CE UK Small-Cap Equity",
"US Fund Natural Resources",
"US CE Preferred Stock",
"India Fund Sector - Financial Services",
"US Fund Diversified Emerging Mkts",
"EAA Fund South Africa & Namibia Equity",
"China Fund QDII Sector Equity",
"EAA CE Sector Equity Biotechnology",
"EAA Fund Switzerland Equity",
"US Fund Large Value",
"EAA Fund Asia ex-Japan Equity",
"US Fund Health",
"US Fund China Region",
"EAA Fund Emerging Europe ex-Russia Equity",
"EAA Fund Sector Equity Industrial Materials",
"EAA Fund Japan Large-Cap Equity",
"EAA Fund EUR Corporate Bond",
"US Fund Technology",
"EAA CE Global Large-Cap Blend Equity",
"Mexico Fund Mexico Equity",
"US Fund Trading--Leveraged Equity",
"EAA Fund Sector Equity Consumer Goods & Services",
"US Fund Large Blend",
"EAA Fund Global Flex-Cap Equity",
"EAA Fund EUR Aggressive Allocation - Global",
"EAA Fund China Equity",
"EAA Fund Global Large-Cap Growth Equity",
"US CE Options-based",
"EAA Fund Sector Equity Financial Services",
"EAA Fund Europe Large-Cap Blend Equity",
"EAA Fund China Equity - A Shares",
"EAA Fund USD Corporate Bond",
"EAA Fund Eurozone Large-Cap Equity",
"China Fund Aggressive Allocation Fund",
"EAA Fund Sector Equity Technology",
"EAA Fund Global Emerging Markets Equity",
"EAA Fund EUR Moderate Allocation - Global",
"EAA Fund Other Bond",
"EAA Fund Denmark Equity",
"EAA Fund US Large-Cap Blend Equity",
"India Fund Large-Cap",
"Paper & Forestry",
"Containers & Packaging",
"US Fund Miscellaneous Region",
"Energy Services",
"EAA Fund Other Equity",
"Homebuilders",
"Construction Materials",
"China Fund Equity Funds",
"Steel",
"Consumer Durables",
"EAA Fund Global Large-Cap Blend Equity",
"Transportation Infrastructure",
"Precious Metals",
"Building Products",
"Traders & Distributors",
"Electrical Equipment",
"Auto Components",
"Construction & Engineering",
"Aerospace & Defense",
"Refiners & Pipelines",
"Diversified Metals",
"Textiles & Apparel",
"Industrial Conglomerates",
"Household Products",
"Commercial Services",
"Food Retailers",
"Semiconductors",
"Media",
"Automobiles",
"Consumer Services",
"Technology Hardware",
"Transportation",
"Telecommunication Services",
"Oil & Gas Producers",
"Machinery",
"Retailing",
"Healthcare",
"Chemicals",
"Food Products",
"Diversified Financials",
"Real Estate",
"Insurance",
"Utilities",
"Pharmaceuticals",
"Software & Services",
"Banks"
}
}
EQUITY_SCREENER_FIELDS = {
"eq_fields": {
"region",
"sector",
"peer_group",
"exchanges"},
"price":{
"eodprice",
"intradaypricechange",
"lastclosemarketcap.lasttwelvemonths",
"percentchange",
"lastclose52weekhigh.lasttwelvemonths",
"fiftytwowkpercentchange",
"intradayprice",
"lastclose52weeklow.lasttwelvemonths",
"intradaymarketcap"},
"trading":{
"beta",
"avgdailyvol3m",
"pctheldinsider",
"pctheldinst",
"dayvolume",
"eodvolume"},
"short_interest":{
"short_percentage_of_shares_outstanding.value",
"short_interest.value",
"short_percentage_of_float.value",
"days_to_cover_short.value",
"short_interest_percentage_change.value"},
"valuation":{
"bookvalueshare.lasttwelvemonths",
"lastclosemarketcaptotalrevenue.lasttwelvemonths",
"lastclosetevtotalrevenue.lasttwelvemonths",
"pricebookratio.quarterly",
"peratio.lasttwelvemonths",
"lastclosepricetangiblebookvalue.lasttwelvemonths",
"lastclosepriceearnings.lasttwelvemonths",
"pegratio_5y"},
"profitability":{
"consecutive_years_of_dividend_growth_count",
"returnonassets.lasttwelvemonths",
"returnonequity.lasttwelvemonths",
"forward_dividend_per_share",
"forward_dividend_yield",
"returnontotalcapital.lasttwelvemonths"},
"leverage":{
"lastclosetevebit.lasttwelvemonths",
"netdebtebitda.lasttwelvemonths",
"totaldebtequity.lasttwelvemonths",
"ltdebtequity.lasttwelvemonths",
"ebitinterestexpense.lasttwelvemonths",
"ebitdainterestexpense.lasttwelvemonths",
"lastclosetevebitda.lasttwelvemonths",
"totaldebtebitda.lasttwelvemonths"},
"liquidity":{
"quickratio.lasttwelvemonths",
"altmanzscoreusingtheaveragestockinformationforaperiod.lasttwelvemonths",
"currentratio.lasttwelvemonths",
"operatingcashflowtocurrentliabilities.lasttwelvemonths"},
"income_statement":{
"totalrevenues.lasttwelvemonths",
"netincomemargin.lasttwelvemonths",
"grossprofit.lasttwelvemonths",
"ebitda1yrgrowth.lasttwelvemonths",
"dilutedepscontinuingoperations.lasttwelvemonths",
"quarterlyrevenuegrowth.quarterly",
"epsgrowth.lasttwelvemonths",
"netincomeis.lasttwelvemonths",
"ebitda.lasttwelvemonths",
"dilutedeps1yrgrowth.lasttwelvemonths",
"totalrevenues1yrgrowth.lasttwelvemonths",
"operatingincome.lasttwelvemonths",
"netincome1yrgrowth.lasttwelvemonths",
"grossprofitmargin.lasttwelvemonths",
"ebitdamargin.lasttwelvemonths",
"ebit.lasttwelvemonths",
"basicepscontinuingoperations.lasttwelvemonths",
"netepsbasic.lasttwelvemonths"
"netepsdiluted.lasttwelvemonths"},
"balance_sheet":{
"totalassets.lasttwelvemonths",
"totalcommonsharesoutstanding.lasttwelvemonths",
"totaldebt.lasttwelvemonths",
"totalequity.lasttwelvemonths",
"totalcurrentassets.lasttwelvemonths",
"totalcashandshortterminvestments.lasttwelvemonths",
"totalcommonequity.lasttwelvemonths",
"totalcurrentliabilities.lasttwelvemonths",
"totalsharesoutstanding"},
"cash_flow":{
"forward_dividend_yield",
"leveredfreecashflow.lasttwelvemonths",
"capitalexpenditure.lasttwelvemonths",
"cashfromoperations.lasttwelvemonths",
"leveredfreecashflow1yrgrowth.lasttwelvemonths",
"unleveredfreecashflow.lasttwelvemonths",
"cashfromoperations1yrgrowth.lasttwelvemonths"},
"esg":{
"esg_score",
"environmental_score",
"governance_score",
"social_score",
"highest_controversy"}
}
PREDEFINED_SCREENER_BODY_MAP = {
'aggressive_small_caps': {"offset":0,"size":25,"sortField":"eodvolume","sortType":"desc","quoteType":"equity","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NMS"]},{"operator":"eq","operands":["exchange","NYQ"]}]},{"operator":"or","operands":[{"operator":"LT","operands":["epsgrowth.lasttwelvemonths",15]}]}]},"userId":"","userIdType":"guid"},
'day_gainers': {"offset":0,"size":25,"sortField":"percentchange","sortType":"DESC","quoteType":"EQUITY","query":{"operator":"AND","operands":[{"operator":"gt","operands":["percentchange",3]},{"operator":"eq","operands":["region","us"]},{"operator":"or","operands":[{"operator":"BTWN","operands":["intradaymarketcap",2000000000,10000000000]},{"operator":"BTWN","operands":["intradaymarketcap",10000000000,100000000000]},{"operator":"GT","operands":["intradaymarketcap",100000000000]}]},{"operator":"gte","operands":["intradayprice",5]},{"operator":"gt","operands":["dayvolume",15000]}]},"userId":"","userIdType":"guid"},
'day_losers': {"offset":0,"size":25,"sortField":"percentchange","sortType":"ASC","quoteType":"EQUITY","query":{"operator":"AND","operands":[{"operator":"lt","operands":["percentchange",-2.5]},{"operator":"eq","operands":["region","us"]},{"operator":"or","operands":[{"operator":"BTWN","operands":["intradaymarketcap",2000000000,10000000000]},{"operator":"BTWN","operands":["intradaymarketcap",10000000000,100000000000]},{"operator":"GT","operands":["intradaymarketcap",100000000000]}]},{"operator":"gte","operands":["intradayprice",5]},{"operator":"gt","operands":["dayvolume",20000]}]},"userId":"","userIdType":"guid"},
'growth_technology_stocks': {"offset":0,"size":25,"sortField":"eodvolume","sortType":"desc","quoteType":"equity","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"BTWN","operands":["quarterlyrevenuegrowth.quarterly",50,100]},{"operator":"GT","operands":["quarterlyrevenuegrowth.quarterly",100]},{"operator":"BTWN","operands":["quarterlyrevenuegrowth.quarterly",25,50]}]},{"operator":"or","operands":[{"operator":"BTWN","operands":["epsgrowth.lasttwelvemonths",25,50]},{"operator":"BTWN","operands":["epsgrowth.lasttwelvemonths",50,100]},{"operator":"GT","operands":["epsgrowth.lasttwelvemonths",100]}]},{"operator":"eq","operands":["sector","Technology"]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NMS"]},{"operator":"eq","operands":["exchange","NYQ"]}]}]},"userId":"","userIdType":"guid"},
'most_actives': {"offset":0,"size":25,"sortField":"dayvolume","sortType":"DESC","quoteType":"EQUITY","query":{"operator":"AND","operands":[{"operator":"eq","operands":["region","us"]},{"operator":"or","operands":[{"operator":"BTWN","operands":["intradaymarketcap",10000000000,100000000000]},{"operator":"GT","operands":["intradaymarketcap",100000000000]},{"operator":"BTWN","operands":["intradaymarketcap",2000000000,10000000000]}]},{"operator":"gt","operands":["dayvolume",5000000]}]},"userId":"","userIdType":"guid"},
'most_shorted_stocks': {"size":25,"offset":0,"sortField":"short_percentage_of_shares_outstanding.value","sortType":"DESC","quoteType":"EQUITY","topOperator":"AND","query":{"operator":"AND","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["region","us"]}]},{"operator":"gt","operands":["intradayprice",1]},{"operator":"gt","operands":["avgdailyvol3m",200000]}]},"userId":"","userIdType":"guid"},
'small_cap_gainers': {"offset":0,"size":25,"sortField":"eodvolume","sortType":"desc","quoteType":"equity","query":{"operator":"and","operands":[{"operator":"lt","operands":["intradaymarketcap",2000000000]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NMS"]},{"operator":"eq","operands":["exchange","NYQ"]}]}]},"userId":"","userIdType":"guid"},
'undervalued_growth_stocks': {"offset":0,"size":25,"sortType":"DESC","sortField":"eodvolume","quoteType":"EQUITY","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"BTWN","operands":["peratio.lasttwelvemonths",0,20]}]},{"operator":"or","operands":[{"operator":"LT","operands":["pegratio_5y",1]}]},{"operator":"or","operands":[{"operator":"BTWN","operands":["epsgrowth.lasttwelvemonths",25,50]},{"operator":"BTWN","operands":["epsgrowth.lasttwelvemonths",50,100]},{"operator":"GT","operands":["epsgrowth.lasttwelvemonths",100]}]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NMS"]},{"operator":"eq","operands":["exchange","NYQ"]}]}]},"userId":"","userIdType":"guid"},
'undervalued_large_caps': {"offset":0,"size":25,"sortField":"eodvolume","sortType":"desc","quoteType":"equity","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"BTWN","operands":["peratio.lasttwelvemonths",0,20]}]},{"operator":"lt","operands":["pegratio_5y",1]},{"operator":"btwn","operands":["intradaymarketcap",10000000000,100000000000]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NMS"]},{"operator":"eq","operands":["exchange","NYQ"]}]}]},"userId":"","userIdType":"guid"},
'conservative_foreign_funds': {"offset":0,"size":25,"sortType":"DESC","sortField":"fundnetassets","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["categoryname","Foreign Large Value"]},{"operator":"EQ","operands":["categoryname","Foreign Large Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Large Growth"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Growth"]},{"operator":"EQ","operands":["categoryname","Foreign Large Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Value"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Value"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Value"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Blend"]},{"operator":"EQ","operands":["categoryname","Foreign Small/Mid Value"]}]},{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",4]},{"operator":"EQ","operands":["performanceratingoverall",5]}]},{"operator":"lt","operands":["initialinvestment",100001]},{"operator":"lt","operands":["annualreturnnavy1categoryrank",50]},{"operator":"or","operands":[{"operator":"EQ","operands":["riskratingoverall",1]},{"operator":"EQ","operands":["riskratingoverall",3]},{"operator":"EQ","operands":["riskratingoverall",2]}]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"},
'high_yield_bond': {"offset":0,"size":25,"sortType":"DESC","sortField":"fundnetassets","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",4]},{"operator":"EQ","operands":["performanceratingoverall",5]}]},{"operator":"lt","operands":["initialinvestment",100001]},{"operator":"lt","operands":["annualreturnnavy1categoryrank",50]},{"operator":"or","operands":[{"operator":"EQ","operands":["riskratingoverall",1]},{"operator":"EQ","operands":["riskratingoverall",3]},{"operator":"EQ","operands":["riskratingoverall",2]}]},{"operator":"or","operands":[{"operator":"EQ","operands":["categoryname","High Yield Bond"]}]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"},
'portfolio_anchors': {"offset":0,"size":25,"sortType":"DESC","sortField":"fundnetassets","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["categoryname","Large Blend"]}]},{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",4]},{"operator":"EQ","operands":["performanceratingoverall",5]}]},{"operator":"lt","operands":["initialinvestment",100001]},{"operator":"lt","operands":["annualreturnnavy1categoryrank",50]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"},
'solid_large_growth_funds': {"offset":0,"size":25,"sortType":"DESC","sortField":"fundnetassets","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["categoryname","Large Growth"]}]},{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",5]},{"operator":"EQ","operands":["performanceratingoverall",4]}]},{"operator":"lt","operands":["initialinvestment",100001]},{"operator":"lt","operands":["annualreturnnavy1categoryrank",50]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"},
'solid_midcap_growth_funds': {"offset":0,"size":25,"sortType":"DESC","sortField":"fundnetassets","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"or","operands":[{"operator":"EQ","operands":["categoryname","Mid-Cap Growth"]}]},{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",5]},{"operator":"EQ","operands":["performanceratingoverall",4]}]},{"operator":"lt","operands":["initialinvestment",100001]},{"operator":"lt","operands":["annualreturnnavy1categoryrank",50]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"},
'top_mutual_funds': {"offset":0,"size":25,"sortType":"DESC","sortField":"percentchange","quoteType":"MUTUALFUND","query":{"operator":"and","operands":[{"operator":"gt","operands":["intradayprice",15]},{"operator":"or","operands":[{"operator":"EQ","operands":["performanceratingoverall",5]},{"operator":"EQ","operands":["performanceratingoverall",4]}]},{"operator":"gt","operands":["initialinvestment",1000]},{"operator":"or","operands":[{"operator":"eq","operands":["exchange","NAS"]}]}]},"userId":"","userIdType":"guid"}
}

View File

@@ -330,6 +330,14 @@ class YfData(metaclass=SingletonMeta):
@utils.log_indent_decorator
def get(self, url, user_agent_headers=None, params=None, proxy=None, timeout=30):
return self._make_request(url, request_method = self._session.get, user_agent_headers=user_agent_headers, params=params, proxy=proxy, timeout=timeout)
@utils.log_indent_decorator
def post(self, url, body, user_agent_headers=None, params=None, proxy=None, timeout=30):
return self._make_request(url, request_method = self._session.post, user_agent_headers=user_agent_headers, body=body, params=params, proxy=proxy, timeout=timeout)
@utils.log_indent_decorator
def _make_request(self, url, request_method, user_agent_headers=None, body=None, params=None, proxy=None, timeout=30):
# Important: treat input arguments as immutable.
if len(url) > 200:
@@ -363,7 +371,11 @@ class YfData(metaclass=SingletonMeta):
'timeout': timeout,
'headers': user_agent_headers or self.user_agent_headers
}
response = self._session.get(**request_args)
if body:
request_args['json'] = body
response = request_method(**request_args)
utils.get_yf_logger().debug(f'response code={response.status_code}')
if response.status_code >= 400:
# Retry with other cookie strategy
@@ -375,7 +387,7 @@ class YfData(metaclass=SingletonMeta):
request_args['params']['crumb'] = crumb
if strategy == 'basic':
request_args['cookies'] = {cookie.name: cookie.value}
response = self._session.get(**request_args)
response = request_method(**request_args)
utils.get_yf_logger().debug(f'response code={response.status_code}')
return response
@@ -397,4 +409,4 @@ class YfData(metaclass=SingletonMeta):
utils.get_yf_logger().debug(f'get_raw_json(): {url}')
response = self.get(url, user_agent_headers=user_agent_headers, params=params, proxy=proxy, timeout=timeout)
response.raise_for_status()
return response.json()
return response.json()

View File

@@ -0,0 +1,6 @@
# domain/__init__.py
from .sector import Sector
from .industry import Industry
from .market import Market
__all__ = ['Sector', 'Industry', 'Market']

197
yfinance/domain/domain.py Normal file
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@@ -0,0 +1,197 @@
from abc import ABC, abstractmethod
from ..ticker import Ticker
from ..const import _QUERY1_URL_
from ..data import YfData
from typing import Dict, List, Optional
import pandas as _pd
_QUERY_URL_ = f'{_QUERY1_URL_}/v1/finance'
class Domain(ABC):
"""
Abstract base class representing a domain entity in financial data, with key attributes
and methods for fetching and parsing data. Derived classes must implement the `_fetch_and_parse()` method.
"""
def __init__(self, key: str, session=None, proxy=None):
"""
Initializes the Domain object with a key, session, and proxy.
Args:
key (str): Unique key identifying the domain entity.
session (Optional[requests.Session]): Session object for HTTP requests. Defaults to None.
proxy (Optional[Dict]): Proxy settings. Defaults to None.
"""
self._key: str = key
self.proxy = proxy
self.session = session
self._data: YfData = YfData(session=session)
self._name: Optional[str] = None
self._symbol: Optional[str] = None
self._overview: Optional[Dict] = None
self._top_companies: Optional[_pd.DataFrame] = None
self._research_reports: Optional[List[Dict[str, str]]] = None
@property
def key(self) -> str:
"""
Retrieves the key of the domain entity.
Returns:
str: The unique key of the domain entity.
"""
return self._key
@property
def name(self) -> str:
"""
Retrieves the name of the domain entity.
Returns:
str: The name of the domain entity.
"""
self._ensure_fetched(self._name)
return self._name
@property
def symbol(self) -> str:
"""
Retrieves the symbol of the domain entity.
Returns:
str: The symbol representing the domain entity.
"""
self._ensure_fetched(self._symbol)
return self._symbol
@property
def ticker(self) -> Ticker:
"""
Retrieves a Ticker object based on the domain entity's symbol.
Returns:
Ticker: A Ticker object associated with the domain entity.
"""
self._ensure_fetched(self._symbol)
return Ticker(self._symbol)
@property
def overview(self) -> Dict:
"""
Retrieves the overview information of the domain entity.
Returns:
Dict: A dictionary containing an overview of the domain entity.
"""
self._ensure_fetched(self._overview)
return self._overview
@property
def top_companies(self) -> Optional[_pd.DataFrame]:
"""
Retrieves the top companies within the domain entity.
Returns:
pandas.DataFrame: A DataFrame containing the top companies in the domain.
"""
self._ensure_fetched(self._top_companies)
return self._top_companies
@property
def research_reports(self) -> List[Dict[str, str]]:
"""
Retrieves research reports related to the domain entity.
Returns:
List[Dict[str, str]]: A list of research reports, where each report is a dictionary with metadata.
"""
self._ensure_fetched(self._research_reports)
return self._research_reports
def _fetch(self, query_url, proxy) -> Dict:
"""
Fetches data from the given query URL.
Args:
query_url (str): The URL used for the data query.
proxy (Dict): Proxy settings for the request.
Returns:
Dict: The JSON response data from the request.
"""
params_dict = {"formatted": "true", "withReturns": "true", "lang": "en-US", "region": "US"}
result = self._data.get_raw_json(query_url, user_agent_headers=self._data.user_agent_headers, params=params_dict, proxy=proxy)
return result
def _parse_and_assign_common(self, data) -> None:
"""
Parses and assigns common data fields such as name, symbol, overview, and top companies.
Args:
data (Dict): The raw data received from the API.
"""
self._name = data.get('name')
self._symbol = data.get('symbol')
self._overview = self._parse_overview(data.get('overview', {}))
self._top_companies = self._parse_top_companies(data.get('topCompanies', {}))
self._research_reports = data.get('researchReports')
def _parse_overview(self, overview) -> Dict:
"""
Parses the overview data for the domain entity.
Args:
overview (Dict): The raw overview data.
Returns:
Dict: A dictionary containing parsed overview information.
"""
return {
"companies_count": overview.get('companiesCount', None),
"market_cap": overview.get('marketCap', {}).get('raw', None),
"message_board_id": overview.get('messageBoardId', None),
"description": overview.get('description', None),
"industries_count": overview.get('industriesCount', None),
"market_weight": overview.get('marketWeight', {}).get('raw', None),
"employee_count": overview.get('employeeCount', {}).get('raw', None)
}
def _parse_top_companies(self, top_companies) -> Optional[_pd.DataFrame]:
"""
Parses the top companies data and converts it into a pandas DataFrame.
Args:
top_companies (Dict): The raw top companies data.
Returns:
Optional[pandas.DataFrame]: A DataFrame containing top company data, or None if no data is available.
"""
top_companies_column = ['symbol', 'name', 'rating', 'market weight']
top_companies_values = [(c.get('symbol'),
c.get('name'),
c.get('rating'),
c.get('marketWeight',{}).get('raw',None)) for c in top_companies]
if not top_companies_values:
return None
return _pd.DataFrame(top_companies_values, columns=top_companies_column).set_index('symbol')
@abstractmethod
def _fetch_and_parse(self) -> None:
"""
Abstract method for fetching and parsing domain-specific data.
Must be implemented by derived classes.
"""
raise NotImplementedError("_fetch_and_parse() needs to be implemented by children classes")
def _ensure_fetched(self, attribute) -> None:
"""
Ensures that the given attribute is fetched by calling `_fetch_and_parse()` if the attribute is None.
Args:
attribute: The attribute to check and potentially fetch.
"""
if attribute is None:
self._fetch_and_parse()

148
yfinance/domain/industry.py Normal file
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@@ -0,0 +1,148 @@
from __future__ import print_function
from typing import Dict, Optional
import pandas as _pd
from .domain import Domain, _QUERY_URL_
from .. import utils
class Industry(Domain):
"""
Represents an industry within a sector.
"""
def __init__(self, key, session=None, proxy=None):
"""
Args:
key (str): The key identifier for the industry.
session (optional): The session to use for requests.
proxy (optional): The proxy to use for requests.
"""
super(Industry, self).__init__(key, session, proxy)
self._query_url = f'{_QUERY_URL_}/industries/{self._key}'
self._sector_key = None
self._sector_name = None
self._top_performing_companies = None
self._top_growth_companies = None
def __repr__(self):
"""
Returns a string representation of the Industry instance.
Returns:
str: String representation of the Industry instance.
"""
return f'yfinance.Industry object <{self._key}>'
@property
def sector_key(self) -> str:
"""
Returns the sector key of the industry.
Returns:
str: The sector key.
"""
self._ensure_fetched(self._sector_key)
return self._sector_key
@property
def sector_name(self) -> str:
"""
Returns the sector name of the industry.
Returns:
str: The sector name.
"""
self._ensure_fetched(self._sector_name)
return self._sector_name
@property
def top_performing_companies(self) -> Optional[_pd.DataFrame]:
"""
Returns the top performing companies in the industry.
Returns:
Optional[pd.DataFrame]: DataFrame containing top performing companies.
"""
self._ensure_fetched(self._top_performing_companies)
return self._top_performing_companies
@property
def top_growth_companies(self) -> Optional[_pd.DataFrame]:
"""
Returns the top growth companies in the industry.
Returns:
Optional[pd.DataFrame]: DataFrame containing top growth companies.
"""
self._ensure_fetched(self._top_growth_companies)
return self._top_growth_companies
def _parse_top_performing_companies(self, top_performing_companies: Dict) -> Optional[_pd.DataFrame]:
"""
Parses the top performing companies data.
Args:
top_performing_companies (Dict): Dictionary containing top performing companies data.
Returns:
Optional[pd.DataFrame]: DataFrame containing parsed top performing companies data.
"""
compnaies_column = ['symbol','name','ytd return',' last price','target price']
compnaies_values = [(c.get('symbol', None),
c.get('name', None),
c.get('ytdReturn',{}).get('raw', None),
c.get('lastPrice',{}).get('raw', None),
c.get('targetPrice',{}).get('raw', None),) for c in top_performing_companies]
if not compnaies_values:
return None
return _pd.DataFrame(compnaies_values, columns = compnaies_column).set_index('symbol')
def _parse_top_growth_companies(self, top_growth_companies: Dict) -> Optional[_pd.DataFrame]:
"""
Parses the top growth companies data.
Args:
top_growth_companies (Dict): Dictionary containing top growth companies data.
Returns:
Optional[pd.DataFrame]: DataFrame containing parsed top growth companies data.
"""
compnaies_column = ['symbol','name','ytd return',' growth estimate']
compnaies_values = [(c.get('symbol', None),
c.get('name', None),
c.get('ytdReturn',{}).get('raw', None),
c.get('growthEstimate',{}).get('raw', None),) for c in top_growth_companies]
if not compnaies_values:
return None
return _pd.DataFrame(compnaies_values, columns = compnaies_column).set_index('symbol')
def _fetch_and_parse(self) -> None:
"""
Fetches and parses the industry data.
"""
result = None
try:
result = self._fetch(self._query_url, self.proxy)
data = result['data']
self._parse_and_assign_common(data)
self._sector_key = data.get('sectorKey')
self._sector_name = data.get('sectorName')
self._top_performing_companies = self._parse_top_performing_companies(data.get('topPerformingCompanies'))
self._top_growth_companies = self._parse_top_growth_companies(data.get('topGrowthCompanies'))
return result
except Exception as e:
logger = utils.get_yf_logger()
logger.error(f"Failed to get industry data for '{self._key}' reason: {e}")
logger.debug("Got response: ")
logger.debug("-------------")
logger.debug(f" {result}")
logger.debug("-------------")

85
yfinance/domain/market.py Normal file
View File

@@ -0,0 +1,85 @@
from ..data import YfData
from ..data import utils
from ..const import _QUERY1_URL_
# from .domain import Domain
import pandas as pd
class Market():
def __init__(self, market:'str', session=None, proxy=None, timeout=30):
self.market = market
self.session = session
self.proxy = proxy
self.timeout = timeout
self._data = YfData(session=self.session)
self._logger = utils.get_yf_logger()
self._status = None
self._summary = None
def _fetch_json(self, url, params):
data = self._data.cache_get(url=url, params=params, proxy=self.proxy, timeout=self.timeout)
if data is None or "Will be right back" in data.text:
raise RuntimeError("*** YAHOO! FINANCE IS CURRENTLY DOWN! ***\n"
"Our engineers are working quickly to resolve "
"the issue. Thank you for your patience.")
try:
return data.json()
except _json.JSONDecodeError:
self._logger.error(f"{self.market}: Failed to retrieve market data and recieved faulty data.")
return {}
@property
def status(self):
if self._status is not None:
return self._status
url = f"{_QUERY1_URL_}/v6/finance/markettime"
params = {
"formatted": True,
"key": "finance",
"lang": "en-GB",
"market": self.market
}
self._status = self._fetch_json(url, params)
try:
# Unpack
self._status = self._status['finance']['marketTimes'][0]['marketTime'][0]
self._status['timezone'] = self._status['timezone'][0]
del self._status['time'] # redundant
except:
pass
try:
# Localise
tz = self._status['timezone']['$text']
open2 = pd.Timestamp(self._status['open']).tz_convert(tz)
close2 = pd.Timestamp(self._status['close']).tz_convert(tz)
self._status['open'] = open2
self._status['close'] = close2
except:
pass
return self._status
@property
def summary(self):
if self._summary is not None:
return self._summary
url = f"{_QUERY1_URL_}/v6/finance/quote/marketSummary"
fields = ["shortName", "regularMarketPrice", "regularMarketChange", "regularMarketChangePercent"]
params = {
"fields": ",".join(fields),
"formatted": False,
"lang": "en-US",
"market": self.market
}
self._summary = self._fetch_json(url, params)
try:
self._summary = self._summary['marketSummaryResponse']['result']
self._summary = {x['exchange']:x for x in self._summary}
except:
pass
return self._summary

150
yfinance/domain/sector.py Normal file
View File

@@ -0,0 +1,150 @@
from __future__ import print_function
from typing import Dict, Optional
from ..utils import dynamic_docstring, generate_list_table_from_dict
from ..const import SECTOR_INDUSTY_MAPPING
import pandas as _pd
from .domain import Domain, _QUERY_URL_
from .. import utils
class Sector(Domain):
"""
Represents a financial market sector and allows retrieval of sector-related data
such as top ETFs, top mutual funds, and industry data.
"""
def __init__(self, key, session=None, proxy=None):
"""
Args:
key (str): The key representing the sector.
session (requests.Session, optional): A session for making requests. Defaults to None.
proxy (dict, optional): A dictionary containing proxy settings for the request. Defaults to None.
.. seealso::
:attr:`Sector.industries <yfinance.Sector.industries>`
Map of sector and industry
"""
super(Sector, self).__init__(key, session, proxy)
self._query_url: str = f'{_QUERY_URL_}/sectors/{self._key}'
self._top_etfs: Optional[Dict] = None
self._top_mutual_funds: Optional[Dict] = None
self._industries: Optional[_pd.DataFrame] = None
def __repr__(self):
"""
Returns the string representation of the Sector object.
Returns:
str: A string representation of the object.
"""
return f'yfinance.Sector object <{self._key}>'
@property
def top_etfs(self) -> Dict[str, str]:
"""
Gets the top ETFs for the sector.
Returns:
Dict[str, str]: A dictionary of ETF symbols and names.
"""
self._ensure_fetched(self._top_etfs)
return self._top_etfs
@property
def top_mutual_funds(self) -> Dict[str, str]:
"""
Gets the top mutual funds for the sector.
Returns:
Dict[str, str]: A dictionary of mutual fund symbols and names.
"""
self._ensure_fetched(self._top_mutual_funds)
return self._top_mutual_funds
@dynamic_docstring({"sector_industry": generate_list_table_from_dict(SECTOR_INDUSTY_MAPPING,bullets=True)})
@property
def industries(self) -> _pd.DataFrame:
"""
Gets the industries within the sector.
Returns:
pandas.DataFrame: A DataFrame with industries' key, name, symbol, and market weight.
{sector_industry}
"""
self._ensure_fetched(self._industries)
return self._industries
def _parse_top_etfs(self, top_etfs: Dict) -> Dict[str, str]:
"""
Parses top ETF data from the API response.
Args:
top_etfs (Dict): The raw ETF data from the API response.
Returns:
Dict[str, str]: A dictionary of ETF symbols and names.
"""
return {e.get('symbol'): e.get('name') for e in top_etfs}
def _parse_top_mutual_funds(self, top_mutual_funds: Dict) -> Dict[str, str]:
"""
Parses top mutual funds data from the API response.
Args:
top_mutual_funds (Dict): The raw mutual fund data from the API response.
Returns:
Dict[str, str]: A dictionary of mutual fund symbols and names.
"""
return {e.get('symbol'): e.get('name') for e in top_mutual_funds}
def _parse_industries(self, industries: Dict) -> _pd.DataFrame:
"""
Parses industry data from the API response into a DataFrame.
Args:
industries (Dict): The raw industry data from the API response.
Returns:
pandas.DataFrame: A DataFrame containing industry key, name, symbol, and market weight.
"""
industries_column = ['key','name','symbol','market weight']
industries_values = [(i.get('key'),
i.get('name'),
i.get('symbol'),
i.get('marketWeight',{}).get('raw', None)
) for i in industries if i.get('name') != 'All Industries']
return _pd.DataFrame(industries_values, columns=industries_column).set_index('key')
def _fetch_and_parse(self) -> None:
"""
Fetches and parses sector data from the API.
Fetches data for the sector and parses the top ETFs, top mutual funds,
and industries within the sector. Stores the parsed data in the corresponding
attributes `_top_etfs`, `_top_mutual_funds`, and `_industries`.
Raises:
Exception: If fetching or parsing the sector data fails.
"""
result = None
try:
result = self._fetch(self._query_url, self.proxy)
data = result['data']
self._parse_and_assign_common(data)
self._top_etfs = self._parse_top_etfs(data.get('topETFs', {}))
self._top_mutual_funds = self._parse_top_mutual_funds(data.get('topMutualFunds', {}))
self._industries = self._parse_industries(data.get('industries', {}))
except Exception as e:
logger = utils.get_yf_logger()
logger.error(f"Failed to get sector data for '{self._key}' reason: {e}")
logger.debug("Got response: ")
logger.debug("-------------")
logger.debug(f" {result}")
logger.debug("-------------")

View File

@@ -24,6 +24,7 @@ from __future__ import print_function
import logging
import time as _time
import traceback
from typing import Union
import multitasking as _multitasking
import pandas as _pd
@@ -34,11 +35,13 @@ from . import shared
@utils.log_indent_decorator
def download(tickers, start=None, end=None, actions=False, threads=True, ignore_tz=None,
group_by='column', auto_adjust=False, back_adjust=False, repair=False, keepna=False,
progress=True, period="max", interval="1d", prepost=False,
proxy=None, rounding=False, timeout=10, session=None):
"""Download yahoo tickers
def download(tickers, start=None, end=None, actions=False, threads=True,
ignore_tz=None, group_by='column', auto_adjust=True, back_adjust=False,
repair=False, keepna=False, progress=True, period="max", interval="1d",
prepost=False, proxy=None, rounding=False, timeout=10, session=None,
multi_level_index=True) -> Union[_pd.DataFrame, None]:
"""
Download yahoo tickers
:Parameters:
tickers : str, list
List of tickers to download
@@ -62,7 +65,7 @@ def download(tickers, start=None, end=None, actions=False, threads=True, ignore_
Include Pre and Post market data in results?
Default is False
auto_adjust: bool
Adjust all OHLC automatically? Default is False
Adjust all OHLC automatically? Default is True
repair: bool
Detect currency unit 100x mixups and attempt repair
Default is False
@@ -85,6 +88,8 @@ def download(tickers, start=None, end=None, actions=False, threads=True, ignore_
seconds. (Can also be a fraction of a second e.g. 0.01)
session: None or Session
Optional. Pass your own session object to be used for all requests
multi_level_index: bool
Optional. Always return a MultiIndex DataFrame? Default is True
"""
logger = utils.get_yf_logger()
@@ -200,10 +205,6 @@ def download(tickers, start=None, end=None, actions=False, threads=True, ignore_
if (shared._DFS[tkr] is not None) and (shared._DFS[tkr].shape[0] > 0):
shared._DFS[tkr].index = shared._DFS[tkr].index.tz_localize(None)
if len(tickers) == 1:
ticker = tickers[0]
return shared._DFS[ticker]
try:
data = _pd.concat(shared._DFS.values(), axis=1, sort=True,
keys=shared._DFS.keys(), names=['Ticker', 'Price'])
@@ -211,7 +212,7 @@ def download(tickers, start=None, end=None, actions=False, threads=True, ignore_
_realign_dfs()
data = _pd.concat(shared._DFS.values(), axis=1, sort=True,
keys=shared._DFS.keys(), names=['Ticker', 'Price'])
data.index = _pd.to_datetime(data.index, utc=True)
data.index = _pd.to_datetime(data.index, utc=not ignore_tz)
# switch names back to isins if applicable
data.rename(columns=shared._ISINS, inplace=True)
@@ -219,6 +220,9 @@ def download(tickers, start=None, end=None, actions=False, threads=True, ignore_
data.columns = data.columns.swaplevel(0, 1)
data.sort_index(level=0, axis=1, inplace=True)
if not multi_level_index and len(tickers) == 1:
data = data.droplevel(0 if group_by == 'ticker' else 1, axis=1).rename_axis(None, axis=1)
return data

View File

@@ -205,13 +205,18 @@ class Analysis:
self._growth_estimates = pd.DataFrame()
return self._growth_estimates
# LTG is not defined in yahoo finance front-end as at 2024-11-14.
# But its addition is breaking the retrieval of growth estimates.
# Also, support for 5 year seem to have dropped.
# TODO: Revisit this change and consider permanently removing these keys.
data_dict = {
'0q': [],
'+1q': [],
'0y': [],
'+1y': [],
'+5y': [],
'-5y': []
# 'LTG': [],
# '+5y': [],
# '-5y': []
}
# make sure no column is empty
@@ -222,19 +227,23 @@ class Analysis:
for item in self._earnings_trend:
period = item['period']
data_dict[period].append(item.get('growth', {}).get('raw', None))
if period in data_dict:
data_dict[period].append(item.get('growth', {}).get('raw', None))
for item in industry_trend:
period = item['period']
data_dict[period].append(item.get('growth', None))
if period in data_dict:
data_dict[period].append(item.get('growth', None))
for item in sector_trend:
period = item['period']
data_dict[period].append(item.get('growth', None))
if period in data_dict:
data_dict[period].append(item.get('growth', None))
for item in index_trend:
period = item['period']
data_dict[period].append(item.get('growth', None))
if period in data_dict:
data_dict[period].append(item.get('growth', None))
cols = ['stock', 'industry', 'sector', 'index']
self._growth_estimates = pd.DataFrame(data_dict, index=cols).T

337
yfinance/scrapers/funds.py Normal file
View File

@@ -0,0 +1,337 @@
import pandas as pd
from yfinance.data import YfData
from yfinance.const import _BASE_URL_
from yfinance.exceptions import YFDataException
from yfinance import utils
from typing import Dict, Optional
_QUOTE_SUMMARY_URL_ = f"{_BASE_URL_}/v10/finance/quoteSummary/"
class FundsData:
"""
ETF and Mutual Funds Data
Queried Modules: quoteType, summaryProfile, fundProfile, topHoldings
Notes:
- fundPerformance module is not implemented as better data is queryable using history
"""
def __init__(self, data: YfData, symbol: str, proxy=None):
"""
Args:
data (YfData): The YfData object for fetching data.
symbol (str): The symbol of the fund.
proxy (optional): Proxy settings for fetching data.
"""
self._data = data
self._symbol = symbol
self.proxy = proxy
# quoteType
self._quote_type = None
# summaryProfile
self._description = None
# fundProfile
self._fund_overview = None
self._fund_operations = None
# topHoldings
self._asset_classes = None
self._top_holdings = None
self._equity_holdings = None
self._bond_holdings = None
self._bond_ratings = None
self._sector_weightings = None
def quote_type(self) -> str:
"""
Returns the quote type of the fund.
Returns:
str: The quote type.
"""
if self._quote_type is None:
self._fetch_and_parse()
return self._quote_type
@property
def description(self) -> str:
"""
Returns the description of the fund.
Returns:
str: The description.
"""
if self._description is None:
self._fetch_and_parse()
return self._description
@property
def fund_overview(self) -> Dict[str, Optional[str]]:
"""
Returns the fund overview.
Returns:
Dict[str, Optional[str]]: The fund overview.
"""
if self._fund_overview is None:
self._fetch_and_parse()
return self._fund_overview
@property
def fund_operations(self) -> pd.DataFrame:
"""
Returns the fund operations.
Returns:
pd.DataFrame: The fund operations.
"""
if self._fund_operations is None:
self._fetch_and_parse()
return self._fund_operations
@property
def asset_classes(self) -> Dict[str, float]:
"""
Returns the asset classes of the fund.
Returns:
Dict[str, float]: The asset classes.
"""
if self._asset_classes is None:
self._fetch_and_parse()
return self._asset_classes
@property
def top_holdings(self) -> pd.DataFrame:
"""
Returns the top holdings of the fund.
Returns:
pd.DataFrame: The top holdings.
"""
if self._top_holdings is None:
self._fetch_and_parse()
return self._top_holdings
@property
def equity_holdings(self) -> pd.DataFrame:
"""
Returns the equity holdings of the fund.
Returns:
pd.DataFrame: The equity holdings.
"""
if self._equity_holdings is None:
self._fetch_and_parse()
return self._equity_holdings
@property
def bond_holdings(self) -> pd.DataFrame:
"""
Returns the bond holdings of the fund.
Returns:
pd.DataFrame: The bond holdings.
"""
if self._bond_holdings is None:
self._fetch_and_parse()
return self._bond_holdings
@property
def bond_ratings(self) -> Dict[str, float]:
"""
Returns the bond ratings of the fund.
Returns:
Dict[str, float]: The bond ratings.
"""
if self._bond_ratings is None:
self._fetch_and_parse()
return self._bond_ratings
@property
def sector_weightings(self) -> Dict[str,float]:
"""
Returns the sector weightings of the fund.
Returns:
Dict[str, float]: The sector weightings.
"""
if self._sector_weightings is None:
self._fetch_and_parse()
return self._sector_weightings
def _fetch(self, proxy):
"""
Fetches the raw JSON data from the API.
Args:
proxy: Proxy settings for fetching data.
Returns:
dict: The raw JSON data.
"""
modules = ','.join(["quoteType", "summaryProfile", "topHoldings", "fundProfile"])
params_dict = {"modules": modules, "corsDomain": "finance.yahoo.com", "symbol": self._symbol, "formatted": "false"}
result = self._data.get_raw_json(_QUOTE_SUMMARY_URL_+self._symbol, user_agent_headers=self._data.user_agent_headers, params=params_dict, proxy=proxy)
return result
def _fetch_and_parse(self) -> None:
"""
Fetches and parses the data from the API.
"""
result = self._fetch(self.proxy)
try:
data = result["quoteSummary"]["result"][0]
# check quote type
self._quote_type = data["quoteType"]["quoteType"]
# parse "summaryProfile", "topHoldings", "fundProfile"
self._parse_description(data["summaryProfile"])
self._parse_top_holdings(data["topHoldings"])
self._parse_fund_profile(data["fundProfile"])
except KeyError:
raise YFDataException("No Fund data found.")
except Exception as e:
logger = utils.get_yf_logger()
logger.error(f"Failed to get fund data for '{self._symbol}' reason: {e}")
logger.debug("Got response: ")
logger.debug("-------------")
logger.debug(f" {data}")
logger.debug("-------------")
@staticmethod
def _parse_raw_values(data, default=None):
"""
Parses raw values from the data.
Args:
data: The data to parse.
default: The default value if data is not a dictionary.
Returns:
The parsed value or the default value.
"""
if not isinstance(data, dict):
return data
return data.get("raw", default)
def _parse_description(self, data) -> None:
"""
Parses the description from the data.
Args:
data: The data to parse.
"""
self._description = data.get("longBusinessSummary", "")
def _parse_top_holdings(self, data) -> None:
"""
Parses the top holdings from the data.
Args:
data: The data to parse.
"""
# asset classes
self._asset_classes = {
"cashPosition": self._parse_raw_values(data.get("cashPosition", None)),
"stockPosition": self._parse_raw_values(data.get("stockPosition", None)),
"bondPosition": self._parse_raw_values(data.get("bondPosition", None)),
"preferredPosition": self._parse_raw_values(data.get("preferredPosition", None)),
"convertiblePosition": self._parse_raw_values(data.get("convertiblePosition", None)),
"otherPosition": self._parse_raw_values(data.get("otherPosition", None))
}
# top holdings
_holdings = data.get("holdings", [])
_symbol, _name, _holding_percent = [], [], []
for item in _holdings:
_symbol.append(item["symbol"])
_name.append(item["holdingName"])
_holding_percent.append(item["holdingPercent"])
self._top_holdings = pd.DataFrame({
"Symbol": _symbol,
"Name": _name,
"Holding Percent": _holding_percent
}).set_index("Symbol")
# equity holdings
_equity_holdings = data.get("equityHoldings", {})
self._equity_holdings = pd.DataFrame({
"Average": ["Price/Earnings", "Price/Book", "Price/Sales", "Price/Cashflow", "Median Market Cap", "3 Year Earnings Growth"],
self._symbol: [
self._parse_raw_values(_equity_holdings.get("priceToEarnings", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToBook", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToSales", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToCashflow", pd.NA)),
self._parse_raw_values(_equity_holdings.get("medianMarketCap", pd.NA)),
self._parse_raw_values(_equity_holdings.get("threeYearEarningsGrowth", pd.NA)),
],
"Category Average": [
self._parse_raw_values(_equity_holdings.get("priceToEarningsCat", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToBookCat", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToSalesCat", pd.NA)),
self._parse_raw_values(_equity_holdings.get("priceToCashflowCat", pd.NA)),
self._parse_raw_values(_equity_holdings.get("medianMarketCapCat", pd.NA)),
self._parse_raw_values(_equity_holdings.get("threeYearEarningsGrowthCat", pd.NA)),
]
}).set_index("Average")
# bond holdings
_bond_holdings = data.get("bondHoldings", {})
self._bond_holdings = pd.DataFrame({
"Average": ["Duration", "Maturity", "Credit Quality"],
self._symbol: [
self._parse_raw_values(_bond_holdings.get("duration", pd.NA)),
self._parse_raw_values(_bond_holdings.get("maturity", pd.NA)),
self._parse_raw_values(_bond_holdings.get("creditQuality", pd.NA)),
],
"Category Average": [
self._parse_raw_values(_bond_holdings.get("durationCat", pd.NA)),
self._parse_raw_values(_bond_holdings.get("maturityCat", pd.NA)),
self._parse_raw_values(_bond_holdings.get("creditQualityCat", pd.NA)),
]
}).set_index("Average")
# bond ratings
self._bond_ratings = dict((key, d[key]) for d in data.get("bondRatings", []) for key in d)
# sector weightings
self._sector_weightings = dict((key, d[key]) for d in data.get("sectorWeightings", []) for key in d)
def _parse_fund_profile(self, data):
"""
Parses the fund profile from the data.
Args:
data: The data to parse.
"""
self._fund_overview = {
"categoryName": data.get("categoryName", None),
"family": data.get("family", None),
"legalType": data.get("legalType", None)
}
_fund_operations = data.get("feesExpensesInvestment", {})
_fund_operations_cat = data.get("feesExpensesInvestmentCat", {})
self._fund_operations = pd.DataFrame({
"Attributes": ["Annual Report Expense Ratio", "Annual Holdings Turnover", "Total Net Assets"],
self._symbol: [
self._parse_raw_values(_fund_operations.get("annualReportExpenseRatio", pd.NA)),
self._parse_raw_values(_fund_operations.get("annualHoldingsTurnover", pd.NA)),
self._parse_raw_values(_fund_operations.get("totalNetAssets", pd.NA))
],
"Category Average": [
self._parse_raw_values(_fund_operations_cat.get("annualReportExpenseRatio", pd.NA)),
self._parse_raw_values(_fund_operations_cat.get("annualHoldingsTurnover", pd.NA)),
self._parse_raw_values(_fund_operations_cat.get("totalNetAssets", pd.NA))
]
}).set_index("Attributes")

View File

@@ -3,6 +3,7 @@ import dateutil as _dateutil
import logging
import numpy as np
import pandas as pd
from math import isclose
import time as _time
import bisect
@@ -145,7 +146,7 @@ class PriceHistory:
params["interval"] = interval.lower()
params["includePrePost"] = prepost
# 1) fix weired bug with Yahoo! - returning 60m for 30m bars
# 1) fix weird bug with Yahoo! - returning 60m for 30m bars
if params["interval"] == "30m":
params["interval"] = "15m"
@@ -253,9 +254,15 @@ class PriceHistory:
endDt = pd.to_datetime(end, unit='s')
if quotes.index[quotes.shape[0] - 1] >= endDt:
quotes = quotes.iloc[0:quotes.shape[0] - 1]
logger.debug(f'{self.ticker}: yfinance received OHLC data: {quotes.index[0]} -> {quotes.index[-1]}')
if quotes.empty:
msg = f'{self.ticker}: yfinance received OHLC data: EMPTY'
elif len(quotes) == 1:
msg = f'{self.ticker}: yfinance received OHLC data: {quotes.index[0]} only'
else:
msg = f'{self.ticker}: yfinance received OHLC data: {quotes.index[0]} -> {quotes.index[-1]}'
logger.debug(msg)
# 2) fix weired bug with Yahoo! - returning 60m for 30m bars
# 2) fix weird bug with Yahoo! - returning 60m for 30m bars
if interval.lower() == "30m":
logger.debug(f'{self.ticker}: resampling 30m OHLC from 15m')
quotes2 = quotes.resample('30min')
@@ -290,7 +297,13 @@ class PriceHistory:
self._history_metadata_formatted = True
tps = self._history_metadata["tradingPeriods"]
quotes = utils.fix_Yahoo_returning_prepost_unrequested(quotes, params["interval"], tps)
logger.debug(f'{self.ticker}: OHLC after cleaning: {quotes.index[0]} -> {quotes.index[-1]}')
if quotes.empty:
msg = f'{self.ticker}: OHLC after cleaning: EMPTY'
elif len(quotes) == 1:
msg = f'{self.ticker}: OHLC after cleaning: {quotes.index[0]} only'
else:
msg = f'{self.ticker}: OHLC after cleaning: {quotes.index[0]} -> {quotes.index[-1]}'
logger.debug(msg)
# actions
dividends, splits, capital_gains = utils.parse_actions(data["chart"]["result"][0])
@@ -353,7 +366,13 @@ class PriceHistory:
df.loc[df["Capital Gains"].isna(), "Capital Gains"] = 0
else:
df["Capital Gains"] = 0.0
logger.debug(f'{self.ticker}: OHLC after combining events: {quotes.index[0]} -> {quotes.index[-1]}')
if df.empty:
msg = f'{self.ticker}: OHLC after combining events: EMPTY'
elif len(df) == 1:
msg = f'{self.ticker}: OHLC after combining events: {df.index[0]} only'
else:
msg = f'{self.ticker}: OHLC after combining events: {df.index[0]} -> {df.index[-1]}'
logger.debug(msg)
df = utils.fix_Yahoo_returning_live_separate(df, params["interval"], tz_exchange, repair=repair, currency=currency)
@@ -425,7 +444,13 @@ class PriceHistory:
if interval != interval_user:
df = self._resample(df, interval, interval_user, period_user)
logger.debug(f'{self.ticker}: yfinance returning OHLC: {df.index[0]} -> {df.index[-1]}')
if df.empty:
msg = f'{self.ticker}: yfinance returning OHLC: EMPTY'
elif len(df) == 1:
msg = f'{self.ticker}: yfinance returning OHLC: {df.index[0]} only'
else:
msg = f'{self.ticker}: yfinance returning OHLC: {df.index[0]} -> {df.index[-1]}'
logger.debug(msg)
if self._reconstruct_start_interval is not None and self._reconstruct_start_interval == interval:
self._reconstruct_start_interval = None
@@ -682,7 +707,7 @@ class PriceHistory:
if min_dt is not None:
fetch_start = max(min_dt.date(), fetch_start)
logger.debug(f"Fetching {sub_interval} prepost={prepost} {fetch_start}->{fetch_end}", extra=log_extras)
# Temp disable erors printing
# Temp disable errors printing
logger = utils.get_yf_logger()
if hasattr(logger, 'level'):
# YF's custom indented logger doesn't expose level
@@ -928,7 +953,7 @@ class PriceHistory:
if prices_in_subunits:
for c in _PRICE_COLNAMES_:
df[c] *= m
self._history_metadata["currency"] = currency
self._history_metadata["currency"] = currency2
f_div = df['Dividends']!=0.0
if f_div.any():
@@ -1297,14 +1322,6 @@ class PriceHistory:
# Split df2 into: nan data, and non-nan data
f_nan = df2['Close'].isna().to_numpy()
f_no_change_inter = df2['Close'].iloc[1:].to_numpy() == df2['Close'].iloc[:-1].to_numpy()
f_no_change_inter = np.append([False], f_no_change_inter)
f_no_change_intra = (df2['High'] == df2['Low']).to_numpy()
f_no_change = f_no_change_intra & f_no_change_inter
f_nan = f_nan | f_no_change
# Sometimes a dividend occurs on day with zero volume, and sometimes they are bad dividends that need correction!
# So don't discard volume=0
f_nan = f_nan & (df2['Dividends']==0.0).to_numpy()
df2_nan = df2[f_nan].copy()
df2 = df2[~f_nan].copy()
@@ -1325,8 +1342,11 @@ class PriceHistory:
if div_idx == 0:
continue
prices_before = df2.iloc[div_idx-1]
if prices_before['Close'] < prices_before['Low']:
div = df2['Dividends'].iloc[div_idx]
diff = prices_before['Low'] - prices_before['Close']
div = df2['Dividends'].iloc[div_idx]
if diff > 0 and (diff/div-1)<0.01:
# Close<Low and the difference not bigger than the dividend,
# because if diff > dividend then something else caused problem.
dt_before = df2.index[div_idx-1]
new_close = prices_before['Close'] + div
if new_close >= prices_before['Low'] and new_close <= prices_before['High']:
@@ -1353,15 +1373,30 @@ class PriceHistory:
div_pct = div / df2['Close'].iloc[div_idx-1]
# Check if dividend is 100x market movement.
div_too_big = False
div_too_small = False
div_too_small_improvement_threshold = 1
# div_too_big_improvement_threshold = 1
div_too_big_improvement_threshold = 2
drop_c2l = df2['Close'].iloc[div_idx-1] - df2['Low'].iloc[div_idx]
# drop_c2c = df2['Close'].iloc[div_idx-1] - df2['Close'].iloc[div_idx]
# drop = drop_c2c
if isclose(df2['Low'].iloc[div_idx], df2['Close'].iloc[div_idx-1]*100, rel_tol = 0.025):
# Price has jumped ~100x on ex-div day, need to fix immediately.
drop_c2l = df2['Close'].iloc[div_idx-1]*100 - df2['Low'].iloc[div_idx]
div_pct = div / (df2['Close'].iloc[div_idx-1]*100)
true_adjust = 1.0 - div / (df2['Close'].iloc[div_idx-1]*100)
present_adj = df2['Adj Close'].iloc[div_idx-1] / df2['Close'].iloc[div_idx-1]
if not isclose(present_adj, true_adjust, rel_tol = 0.025):
df2.loc[:dt-_datetime.timedelta(seconds=1), 'Adj Close'] = true_adjust * df2['Close'].loc[:dt-_datetime.timedelta(seconds=1)]
df2.loc[:dt-_datetime.timedelta(seconds=1), 'Repaired?'] = True
elif isclose(df2['Low'].iloc[div_idx], df2['Close'].iloc[div_idx-1]*0.01, rel_tol = 0.025):
# Price has dropped ~100x on ex-div day, need to fix immediately.
drop_c2l = df2['Close'].iloc[div_idx-1]*0.01 - df2['Low'].iloc[div_idx]
div_pct = div / (df2['Close'].iloc[div_idx-1]*0.01)
true_adjust = 1.0 - div / (df2['Close'].iloc[div_idx-1]*100)
present_adj = df2['Adj Close'].iloc[div_idx-1] / df2['Close'].iloc[div_idx-1]
if not isclose(present_adj, true_adjust, rel_tol = 0.025):
df2.loc[:dt-_datetime.timedelta(seconds=1), 'Adj Close'] = true_adjust * df2['Close'].loc[:dt-_datetime.timedelta(seconds=1)]
df2.loc[:dt-_datetime.timedelta(seconds=1), 'Repaired?'] = True
else:
drop_c2l = df2['Close'].iloc[div_idx-1] - df2['Low'].iloc[div_idx]
drop = drop_c2l
if div_idx < len(df2)-1:
# # In low-volume scenarios, the price drop is day after not today.
@@ -1371,10 +1406,13 @@ class PriceHistory:
# elif df2['Volume'].iloc[div_idx]==0:
# if drop == 0.0:
# drop = np.max(df2['Close'].iloc[div_idx-1:div_idx+1].to_numpy() - df2['Low'].iloc[div_idx:div_idx+2].to_numpy())
#
# Hmm, can I always look ahead 1 day? Catch: increases FP rate of div-too-small for tiny divs.
drops = df2['Close'].iloc[div_idx-1:div_idx+1].to_numpy() - df2['Low'].iloc[div_idx:div_idx+2].to_numpy()
# drops = df2['Close'].iloc[div_idx-1:div_idx+1].to_numpy() - df2['Low'].iloc[div_idx:div_idx+2].to_numpy()
drops = np.array([drop, df2['Close'].iloc[div_idx] - df2['Low'].iloc[div_idx+1]])
drop_2Dmax = np.max(drops)
else:
drops = np.array([drop])
drop_2Dmax = drop
if (len(df2)-div_idx) < 4:
@@ -1388,44 +1426,95 @@ class PriceHistory:
typical_volatility = np.nan
else:
diffs = df2['Close'].iloc[start:end-1].to_numpy() - df2['Low'].iloc[start+1:end].to_numpy()
typical_volatility = np.median(np.abs(diffs))
typical_volatility = np.mean(np.abs(diffs))
if drop == 0.0 and df2['Volume'].iloc[div_idx]==0:
possibilities = []
if (drops==0.0).all() and df2['Volume'].iloc[div_idx]==0:
# Can't analyse price action so use crude heuristics
# if div_pct*100 < 0.1:
if div_pct*100 < 0.08: # lowered for $AG and their tiny divs
div_too_small = True # Could be a 0.01x error
elif div_pct > 1.0:
div_too_big = True # Could be a 100x error
if not (div_too_small or div_too_big):
pct_zero_vol = np.sum(df2['Volume']==0.0)/len(df2)
if div_pct*100 < 0.1:
# Could be a 0.01x error
possibilities.append({'state':'div-too-small', 'diff':0.0})
# elif div_pct > 1.0:
# Update: lower threshold for illiquid stocks, because why paying mega dividends?
elif (pct_zero_vol > 0.75 and div_pct > 0.25) or (div_pct > 1.0):
# Could be a 100x error
possibilities.append({'state':'div-too-big', 'diff':0.0})
else:
split = df2['Stock Splits'].loc[dt]
if split == 0.0:
div_postSplit = None
else:
# Maybe Yahoo has not applied coincident split to dividend
div_postSplit = div / split
if div_postSplit > div:
# Use volatility-adjusted drop
_drop = drop - typical_volatility
else:
_drop = drop_2Dmax
if _drop > 0:
diff = abs(div-_drop)
diff_postSplit = abs(div_postSplit-_drop)
if (diff_postSplit * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-pre-split', 'diff':diff_postSplit})
# Check for div-too-big
if div_pct > too_big_check_threshold:
if drop_2Dmax <= 0.0:
div_too_big = True
possibilities.append({'state':'div-too-big', 'diff':0.0})
else:
diff = abs(div-drop_2Dmax)
diff2 = abs((div/currency_divide)-drop_2Dmax)
if (diff2 * div_too_big_improvement_threshold) <= diff:
# div exceeds market move AND 0.01x div fits drop better
div_too_big = True
diff_fx = abs((div/currency_divide)-drop_2Dmax)
if div_postSplit is None:
if (diff_fx * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-big', 'diff':diff_fx})
else:
diff_fxPostSplit = abs((div_postSplit/currency_divide)-drop_2Dmax)
if diff_fx < diff_fxPostSplit:
if (diff_fx * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-big', 'diff':diff_fx})
else:
if (diff_fxPostSplit * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-big-and-pre-split', 'diff':diff_fxPostSplit})
# Check for div-too-small - can be tricked by normal price volatility
if not div_too_big and not np.isnan(typical_volatility):
drop_wo_vol = drop_2Dmax - typical_volatility
if not np.isnan(typical_volatility):
# drop_wo_vol = drop_2Dmax - typical_volatility
# Update: only use same-day change for too-small, to reduce false-positives
drop_wo_vol = drop - typical_volatility
if drop_wo_vol > 0:
diff = abs(div-drop_wo_vol)
diff2 = abs((div*currency_divide)-drop_wo_vol)
if (diff2 * div_too_small_improvement_threshold) <= diff:
# market move exceeds div AND 100x div fits drop better
div_too_small = True
diff_fx = abs((div*currency_divide)-drop_wo_vol)
if div_postSplit is None:
if (diff_fx * div_too_small_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-small', 'diff':diff_fx})
else:
diff_fxPostSplit = abs((div_postSplit*currency_divide)-drop_wo_vol)
if diff_fx < diff_fxPostSplit:
if (diff_fx * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-small', 'diff':diff_fx})
else:
if (diff_fxPostSplit * div_too_big_improvement_threshold) <= diff:
possibilities.append({'state':'div-too-small-and-pre-split', 'diff':diff_fxPostSplit})
div_status = {'date': dt, 'idx':div_idx, 'div': div, '%': div_pct}
div_status['drop'] = drop
div_status['drop_2Dmax'] = drop_2Dmax
div_status['volume'] = df2['Volume'].iloc[div_idx]
div_status['vol'] = typical_volatility
div_status['div_too_big'] = div_too_big
div_status['div_too_small'] = div_too_small
div_status['div_too_big'] = False
div_status['div_too_small'] = False
div_status['div_pre_split'] = False
div_status['div_too_big_and_pre_split'] = False
div_status['div_too_small_and_pre_split'] = False
if len(possibilities) > 0:
# Something is wrong with dividend - pick the best correction
possibilities = sorted(possibilities, key=lambda k: k['diff'])
p = possibilities[0]
div_status[p['state'].replace('-', '_')] = True
row = pd.DataFrame([div_status]).set_index('date')
if div_status_df is None:
div_status_df = row
@@ -1434,9 +1523,10 @@ class PriceHistory:
if div_status_df is None and not df_modified:
return df
checks = [c for c in div_status_df.columns if c.startswith('div_')]
div_status_df = div_status_df.sort_index()
def cluster_dividends(df, column='div', threshold=10):
def cluster_dividends(df, column='div', threshold=7):
n = len(df)
sorted_df = df.sort_values(column)
clusters = []
@@ -1465,6 +1555,8 @@ class PriceHistory:
return cluster_labels
# Check if the present div-adjustment is too big/small, or missing
# - too-big determined from Adj Close movement vs Close
# - too-small compares Adj Close vs dividends
for i in range(len(div_status_df)):
div_idx = div_status_df['idx'].iloc[i]
dt = div_status_df.index[i]
@@ -1480,28 +1572,6 @@ class PriceHistory:
post_adj = df2['Adj Close'].iloc[div_idx] / df2['Close'].iloc[div_idx]
div_missing_from_adjclose = post_adj == pre_adj
# Adj Close should drop by LESS than Close on ex-div, at least for big dividends.
# Update: Yahoo might be reporting dividend slightly early, meaning
# Mr Market's price drop happens tomorrow e.g. UNTC in december 2023
lookahead_date = dt+_datetime.timedelta(days=20)
lookahead_idx = bisect.bisect_left(df2.index, lookahead_date)
lookahead_idx = min(lookahead_idx, len(df2)-1)
# In rare cases, the price dropped 1 day before dividend (DVD.OL @ 2024-05-15)
lookback_idx = div_idx-2 if div_idx > 1 else div_idx-1
div_adj_exceeds_prices = False
if lookahead_idx > lookback_idx:
close_deltas = np.diff(df2['Close'].iloc[lookback_idx:lookahead_idx+1].to_numpy())
adjClose_deltas = np.diff(df2['Adj Close'].iloc[lookback_idx:lookahead_idx+1].to_numpy())
close_chgs_pct = close_deltas / df2['Close'].iloc[lookback_idx:lookahead_idx].to_numpy()
adjClose_chgs_pct = adjClose_deltas / df2['Adj Close'].iloc[lookback_idx:lookahead_idx].to_numpy()
# Check if adjustment is too much. Need a big dividend % to be sure.
if div_pct > 0.15:
adjClose_chg_pct = np.max(adjClose_chgs_pct)
close_chg_pct = np.max(close_chgs_pct)
if adjClose_chg_pct > 0.1 and adjClose_chg_pct > 1.0001*close_chg_pct:
# Bigger drop
div_adj_exceeds_prices = True
# Check if adjustment too small
present_adj = pre_adj / post_adj
implied_div_yield = 1.0 - present_adj
@@ -1510,39 +1580,33 @@ class PriceHistory:
# ... and use same method for adjustment too big:
div_adj_exceeds_div = implied_div_yield > (10*div_pct)
# Have done 4 different checks that can interact, so handle very carefully.
# Can prune the space:
if div_missing_from_adjclose:
div_adj_is_too_small = False # redundant information
if div_adj_exceeds_prices and div_adj_is_too_small:
# Contradiction. Assume former tricked by low-liquidity price action
div_adj_exceeds_prices = False
div_status = {'present adj': present_adj}
div_status['adj_missing'] = div_missing_from_adjclose
div_status['adj_exceeds_prices'] = div_adj_exceeds_prices
div_status['adj_exceeds_div'] = div_adj_exceeds_div
div_status['div_exceeds_adj'] = div_adj_is_too_small
for k,v in div_status.items():
if k not in div_status_df:
if isinstance(v, (bool, np.bool)):
if isinstance(v, (bool, np.bool_)):
div_status_df[k] = False
elif isinstance(v, int):
div_status_df[k] = 0
elif isinstance(v, float):
div_status_df[k] = 0.0
# elif k == 'div_true_date':
# div_status_df[k] = pd.Series(dtype='datetime64[ns, UTC]')
else:
raise Exception(k,v,type(v))
div_status_df.loc[dt, k] = v
checks = ['adj_missing', 'adj_exceeds_div', 'adj_exceeds_prices', 'div_exceeds_adj', 'div_too_big', 'div_too_small', 'fx_mixup']
checks = [c for c in checks if c in div_status_df.columns]
checks += ['adj_missing', 'adj_exceeds_div', 'div_exceeds_adj']
div_status_df['phantom'] = False
phantom_proximity_threshold = _datetime.timedelta(days=7)
f = div_status_df['div_too_big'] | div_status_df['div_exceeds_adj']
f = div_status_df[['div_too_big', 'div_exceeds_adj']].any(axis=1)
if f.any():
# One/some of these may be phantom dividends. Clue is if another correct dividend is very close
indices = np.where(f)[0]
@@ -1558,7 +1622,7 @@ class PriceHistory:
divergence = min(abs(ratio1-1.0), abs(ratio2-1.0))
if abs(div_dt-prev_div.name) <= phantom_proximity_threshold and not prev_div['phantom'] and divergence < 0.01:
if prev_div.name in dts_to_check:
# Both this and previous are anomolous, so mark smallest drop as phantom
# Both this and previous are anomalous, so mark smallest drop as phantom
drop = div['drop']
drop_prev = prev_div['drop']
if drop > 1.5*drop_prev:
@@ -1574,7 +1638,7 @@ class PriceHistory:
divergence = min(abs(ratio1-1.0), abs(ratio2-1.0))
if abs(div_dt-next_div.name) <= phantom_proximity_threshold and divergence < 0.01:
if next_div.name in dts_to_check:
# Both this and previous are anomolous, so mark smallest drop as phantom
# Both this and previous are anomalous, so mark smallest drop as phantom
drop = div['drop']
drop_next = next_div['drop']
if drop > 1.5*drop_next:
@@ -1617,13 +1681,35 @@ class PriceHistory:
div_status_df.loc[phantom_div_dt, c] = False
checks.append('phantom')
# Remove phantoms early
if 'phantom' in div_status_df.columns:
f_phantom = div_status_df['phantom']
# ... but only if no other problems
f_phantom = f_phantom & (~div_status_df[[c for c in checks if c != 'phantom']].any(axis=1))
if f_phantom.any():
div_dts = div_status_df.index[f_phantom]
msg = f'Removing phantom div(s): {[str(dt.date()) for dt in div_dts]}'
logger.info(msg, extra=log_extras)
phantom_div_dts = div_status_df.index[f_phantom]
for dt in phantom_div_dts:
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] /= div_status_df['present adj'].loc[dt]
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] /= div_status_df['present adj'].loc[dt]
df2_nan.loc[:enddt, 'Repaired?'] = True
df2.loc[dt, 'Dividends'] = 0
df_modified = True
div_status_df = div_status_df.drop(dt)
div_status_df.loc[f_phantom, 'phantom'] = False
div_status_df = div_status_df.drop('phantom', axis=1)
if 'phantom' in checks:
checks.remove('phantom')
if not div_status_df[checks].any().any():
# Maybe failed to detect a too-small div. If div is ~0.01x of previous and next, then
# treat as a 0.01x error
if len(div_status_df) > 1:
for i in range(0, len(div_status_df)):
if div_status_df['phantom'].iloc[i]:
continue
r_pre, r_post = None, None
if i > 0:
r_pre = div_status_df['%'].iloc[i-1] / div_status_df['%'].iloc[i]
@@ -1637,37 +1723,166 @@ class PriceHistory:
if not div_status_df[checks].any().any():
# Perfect
return df
if df_modified:
return df2
else:
return df
# Check if the present div-adjustment contradicts price action
for i in range(len(div_status_df)):
div_idx = div_status_df['idx'].iloc[i]
dt = div_status_df.index[i]
div = div_status_df['div'].iloc[i]
if div_idx == 0:
continue
div_pct = div / df2['Close'].iloc[div_idx-1]
# Adj Close should drop by LESS than Close on ex-div, at least for big dividends.
# Update: Yahoo might be reporting dividend slightly early, meaning
# Mr Market's price drop happens tomorrow e.g. UNTC in december 2023.
# Or worse, Yahoo is 1 month early e.g. GWI.L ex-div was mid-April not mid-March
lookahead_date = dt+_datetime.timedelta(days=35)
lookahead_idx = bisect.bisect_left(df2.index, lookahead_date)
lookahead_idx = min(lookahead_idx, len(df2)-1)
# In rare cases, the price dropped 1 day before dividend (DVD.OL @ 2024-05-15)
lookback_idx = div_idx-2 if div_idx > 1 else div_idx-1
# Check for bad stock splits in the lookahead period -
# if present, reduce lookahead to before.
future_changes = df2['Close'].iloc[div_idx:lookahead_idx+1].pct_change()
f_big_change = (future_changes > 2).to_numpy() | (future_changes < -0.9).to_numpy()
if f_big_change.any():
lookahead_idx = div_idx + np.where(f_big_change)[0][0]-1
lookahead_date = df2.index[lookahead_idx]
div_adj_exceeds_prices = False
div_date_wrong = False
div_true_date = pd.NaT
if lookahead_idx > lookback_idx:
x = df2.iloc[lookback_idx:lookahead_idx+1].copy()
x['Adj'] = x['Adj Close'] / x['Close']
x['Adj Low'] = x['Adj'] * x['Low']
deltas = x['Low'].iloc[1:].to_numpy() - x['Close'].iloc[:-1].to_numpy()
deltas = np.append([0.0], deltas)
x['delta'] = deltas
adjDeltas = x['Adj Low'].iloc[1:].to_numpy() - x['Adj Close'].iloc[:-1].to_numpy()
adjDeltas = np.append([0.0], adjDeltas)
x['adjDelta'] = adjDeltas
for i in np.where(x['Dividends']>0)[0]:
x.loc[x.index[i], 'adjDelta'] += x['Dividends'].iloc[i]*x['Adj'].iloc[i]
deltas = x[['delta', 'adjDelta']]
if div_pct > 0.05 and div_pct < 1.0:
adjDiv = div * x['Adj'].iloc[0]
f = deltas['adjDelta'] > (adjDiv*0.6)
if f.any():
indices = np.where(f)[0]
for idx in indices:
adjDelta_drop = deltas['adjDelta'].iloc[idx]
if adjDelta_drop > 1.001*deltas['delta'].iloc[idx]:
# Adjusted price has risen by more than unadjusted, should not happen.
# See if Adjusted price later falls by a similar amount. This would mean
# dividend has been applied too early.
ratios = (-1*deltas['adjDelta'])/adjDelta_drop
f_near1_or_above = ratios>=0.8
# Update: only check for wrong date if no coincident split.
# Because if a split, more likely the div is missing split
split = df2['Stock Splits'].loc[dt]
pre_split = div_status_df['div_pre_split'].loc[dt]
if (split==0.0 or (not pre_split)) and f_near1_or_above.any():
near_indices = np.where(f_near1_or_above)[0]
if len(near_indices) > 1:
penalties = np.zeros(len(near_indices))
for i in range(len(near_indices)):
idx = near_indices[i]
dti = ratios.index[idx]
if dti < dt:
penalties[i] += (dt-dti).days
else:
penalties[i] += 0.1*(dti-dt).days
i = np.argmin(penalties)
reversal_idx = near_indices[i]
else:
reversal_idx = near_indices[0]
div_date_wrong = True
div_true_date = ratios.index[reversal_idx]
break
elif adjDelta_drop > 0.39*adjDiv:
# Still true that applied adjustment exceeds price action,
# just not clear what solution is (if any).
if (x['Adj']<1.0).any():
div_adj_exceeds_prices = True
break
# Can prune the space:
div_adj_is_too_small = div_status_df.loc[dt, 'div_exceeds_adj']
if div_adj_exceeds_prices and div_adj_is_too_small:
# Contradiction. Assume former tricked by low-liquidity price action
div_adj_exceeds_prices = False
div_status = {}
div_status['adj_exceeds_prices'] = div_adj_exceeds_prices
div_status['div_date_wrong'] = div_date_wrong
div_status['div_true_date'] = div_true_date
if div_adj_exceeds_prices:
split = df2['Stock Splits'].loc[dt]
if split != 0.0:
# Check again if div missing split. Use looser tolerance
# as we know the adjustment seems wrong.
div_postSplit = div / split
if div_postSplit > div:
# Use volatility-adjusted drop
typical_volatility = div_status_df['vol'].loc[dt]
drop = div_status_df['drop'].loc[dt]
_drop = drop - typical_volatility
else:
drop_2Dmax = div_status_df['drop_2Dmax'].loc[dt]
_drop = drop_2Dmax
if _drop > 0:
diff = abs(div-_drop)
diff_postSplit = abs(div_postSplit-_drop)
if diff_postSplit <= (diff*1.1):
# possibilities.append({'state':'div-pre-split', 'diff':diff_postSplit})
div_status_df.loc[dt, 'div_pre_split'] = True
for k,v in div_status.items():
if k not in div_status_df:
if isinstance(v, (bool, np.bool_)):
div_status_df[k] = False
elif isinstance(v, int):
div_status_df[k] = 0
elif isinstance(v, float):
div_status_df[k] = 0.0
elif k == 'div_true_date':
div_status_df[k] = pd.Series(dtype='datetime64[ns, UTC]')
else:
raise Exception(k,v,type(v))
div_status_df.loc[dt, k] = v
if 'div_too_big' in div_status_df.columns and 'div_date_wrong' in div_status_df.columns:
# Where div_date_wrong = True, discard div_too_big. Helps with false-positive handling later.
div_status_df.loc[div_status_df['div_date_wrong'].to_numpy(), 'div_too_big'] = False
checks += ['adj_exceeds_prices', 'div_date_wrong']
for c in checks:
if not div_status_df[c].any():
div_status_df = div_status_df.drop(c, axis=1)
c = 'div_true_date'
if c in div_status_df.columns and div_status_df[c].isna().all():
div_status_df = div_status_df.drop(c, axis=1)
checks = [c for c in checks if c in div_status_df.columns]
# With small dividends e.g. < 10%, my error detecting logic can be tricked by price volatility.
# But by looking at all the dividends, can find errors that previous logic missed.
div_status_df = div_status_df.sort_values('%')
div_status_df['cluster'] = cluster_dividends(div_status_df, column='%', )
# Discard columns with no problems
for c in checks:
if (~div_status_df[c]).all():
div_status_df = div_status_df.drop(c, axis=1)
checks = [c for c in checks if c in div_status_df.columns]
if len(checks) == 0:
return df
div_status_df['cluster'] = cluster_dividends(div_status_df, column='%')
# Check for inconsistencies
cluster_ids = div_status_df['cluster'].unique()
for cid in cluster_ids:
fc = div_status_df['cluster'] == cid
cluster = div_status_df[fc].sort_index()
if 'phantom' in cluster.columns:
cluster = cluster[~cluster['phantom']]
n = len(cluster)
if n == 0:
# this cluster is just phantom
continue
div_pcts = cluster[['%']].copy()
if len(div_pcts) > 1:
time_diffs = div_pcts['%'].index.to_series().diff().dt.total_seconds() / (365.25 * 24 * 60 * 60)
@@ -1676,15 +1891,36 @@ class PriceHistory:
div_pcts['avg yr yield'] = div_pcts['%'] / div_pcts['period']
for c in checks:
if not cluster[c].to_numpy().any():
cluster = cluster.drop(c, axis=1)
cluster_checks = [c for c in checks if c in cluster.columns]
for c in cluster_checks:
f_fail = cluster[c].to_numpy()
n_fail = np.sum(f_fail)
if n_fail in [0, n]:
continue
pct_fail = np.sum(f_fail) / n
pct_fail = n_fail / n
if c == 'div_too_big':
true_threshold = 1.0
fals_threshold = 0.2
if 'div_date_wrong' in cluster.columns and (cluster[c] == cluster['div_date_wrong']).all():
continue
if 'adj_exceeds_prices' in cluster.columns and (cluster[c] == (cluster[c] & cluster['adj_exceeds_prices'])).all():
# Treat div_too_big=False as false positives IFF adj_exceeds_prices=true AND
# true ratio above (lowered) threshold.
true_threshold = 0.5
f_adj_exceeds_prices = cluster['adj_exceeds_prices'].to_numpy()
n = np.sum(f_adj_exceeds_prices)
n_fail = np.sum(f_fail[f_adj_exceeds_prices])
pct_fail = n_fail / n
if pct_fail > true_threshold:
f = fc & div_status_df['adj_exceeds_prices'].to_numpy()
div_status_df.loc[f, c] = True
continue
if 'div_exceeds_adj' in cluster.columns and cluster['div_exceeds_adj'].all():
# Dividend too big for prices AND the present adjustment,
# more likely the dividends are too big.
@@ -1693,19 +1929,23 @@ class PriceHistory:
fals_threshold = 2/3
else:
# Relax thresholds
true_threshold = 2/5
true_threshold = 0.25
elif 'adj_exceeds_prices' in cluster.columns and cluster['adj_exceeds_prices'].all():
elif 'adj_exceeds_prices' in cluster.columns and (cluster[c]==cluster['adj_exceeds_prices']).all():
# Both dividend and present adjust too big for prices,
# more likely the dividends are too big.
true_threshold = 1/2
elif not ('div_exceeds_adj' in cluster.columns or 'adj_exceeds_prices' in cluster.columns):
# Present adjustment seems correct, so more likely that 'div_too_big' are false positives: NOT too big
else:
fals_threshold = 1/2
if pct_fail >= true_threshold:
div_status_df.loc[fc, c] = True
if 'div_date_wrong' in div_status_df.columns:
# reset this as well
div_status_df.loc[fc, 'div_date_wrong'] = False
div_status_df.loc[fc, 'div_true_date'] = pd.NaT
cluster = div_status_df[fc].sort_index()
continue
elif pct_fail <= fals_threshold:
div_status_df.loc[fc, c] = False
@@ -1716,7 +1956,8 @@ class PriceHistory:
fals_threshold = 0.1
if 'adj_exceeds_div' not in cluster.columns:
# Adjustment confirms dividends => more likely that 'div_too_small' are false positives: NOT too small
fals_threshold = 2/3
true_threshold = 6/11
fals_threshold = 1/2
if pct_fail >= true_threshold:
div_status_df.loc[fc, c] = True
continue
@@ -1731,53 +1972,40 @@ class PriceHistory:
if c == 'div_exceeds_adj':
continue
if c == 'adj_exceeds_prices':
continue
if c == 'phantom' and self.ticker in ['KAP.IL', 'SAND']:
# Manually approve, but these are probably safe to assume ok
continue
if c == 'div_date_wrong':
# Fine, these should be rare
continue
if c == 'div_pre_split':
# Fine, these should be rare
continue
div_status_df = div_status_df.sort_index()
# Discard dividends with no problems
div_status_df = div_status_df[div_status_df[checks].any(axis=1)]
if div_status_df.empty:
return df
# Process phantoms first
if 'phantom' in div_status_df.columns:
f_phantom = div_status_df['phantom']
# ... but only if no other problems
f_phantom = f_phantom & (~div_status_df[[c for c in checks if c != 'phantom']].any(axis=1))
if f_phantom.any():
div_dts = div_status_df.index[f_phantom]
msg = f'Removing phantom div(s): {[str(dt.date()) for dt in div_dts]}'
logger.info(msg, extra=log_extras)
for i in np.where(f_phantom)[0]:
dt = div_status_df.index[i]
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] /= div_status_df['present adj'].iloc[i]
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] /= div_status_df['present adj'].iloc[i]
df2_nan.loc[:enddt, 'Repaired?'] = True
df2.loc[dt, 'Dividends'] = 0
df_modified = True
div_status_df.loc[f_phantom, 'phantom'] = False
# Discard dividends with no problems
div_status_df = div_status_df[div_status_df[checks].any(axis=1)]
if div_status_df.empty:
if not df2_nan.empty:
df2 = pd.concat([df2, df2_nan]).sort_index()
return df2
if not df2_nan.empty:
df2 = pd.concat([df2, df2_nan]).sort_index()
return df2
# These arrays track changes for constructing compact log messages
div_repairs = {}
for cid in div_status_df['cluster'].unique():
for cid in list(div_status_df['cluster'].unique()):
cluster = div_status_df[div_status_df['cluster']==cid]
cluster = cluster.sort_index(ascending=False)
cluster['Fixed?'] = False
for i in range(len(cluster)):
# Reverse order because may delete false-positives
for i in range(len(cluster)-1, -1, -1):
row = cluster.iloc[i]
dt = row.name
enddt = dt-_datetime.timedelta(seconds=1)
adj_missing = 'adj_missing' in row and row['adj_missing']
div_exceeds_adj = 'div_exceeds_adj' in row and row['div_exceeds_adj']
@@ -1785,15 +2013,43 @@ class PriceHistory:
adj_exceeds_prices = 'adj_exceeds_prices' in row and row['adj_exceeds_prices']
div_too_small = 'div_too_small' in row and row['div_too_small']
div_too_big = 'div_too_big' in row and row['div_too_big']
div_pre_split = 'div_pre_split' in row and row['div_pre_split']
# div_too_small_and_pre_split = 'div_too_small_and_pre_split' in row and row['div_too_small_and_pre_split'] # not happened yet
# div_too_big_and_pre_split = 'div_too_big_and_pre_split' in row and row['div_too_big_and_pre_split'] # not happened yet
div_date_wrong = 'div_date_wrong' in row and row['div_date_wrong']
n_failed_checks = np.sum([row[c] for c in checks if c in row])
if div_too_big and adj_exceeds_prices and n_failed_checks == 2:
# adj_exceeds_prices is redundant information, fixing div-too-big
# will fix adjustment
adj_exceeds_prices = False
n_failed_checks -= 1
if div_date_wrong:
if div_too_big:
# redundant information
div_too_big = False
cluster.loc[dt, 'div_too_big'] = False
n_failed_checks -= 1
if div_exceeds_adj:
# false-positive
div_exceeds_adj = False
cluster.loc[dt, 'div_exceeds_adj'] = False
n_failed_checks -= 1
if div_pre_split:
if adj_exceeds_prices:
# redundant information
adj_exceeds_prices = False
cluster.loc[dt, 'adj_exceeds_prices'] = False
n_failed_checks -= 1
if n_failed_checks == 1:
if div_exceeds_adj or adj_exceeds_div:
# Simply recalculate Adj Close
k = 'too-small div-adjust' if div_exceeds_adj else 'too-big div-adjust'
div_repairs.setdefault(k, []).append(dt)
adj_correction = (1.0 - row['%']) / row['present adj']
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
@@ -1812,7 +2068,6 @@ class PriceHistory:
k += ' & div-adjust'
target_adj = 1.0 - ((1.0 - row['present adj']) * correction)
adj_correction = target_adj / row['present adj']
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
@@ -1827,13 +2082,11 @@ class PriceHistory:
correct_div = row['div'] * correction
df2.loc[dt, 'Dividends'] = correct_div
# Also correct adjustment to match corrected dividend
target_div_pct = row['%']/currency_divide
target_div_pct = row['%'] * correction
target_adj = 1.0 - target_div_pct
present_adj = row['present adj']
k += ' & div-adjust'
adj_correction = target_adj / row['present adj']
enddt = dt-_datetime.timedelta(seconds=1)
adj_correction = target_adj / present_adj
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
@@ -1845,7 +2098,6 @@ class PriceHistory:
elif adj_missing:
k = 'missing div-adjust'
div_repairs.setdefault(k, []).append(dt)
enddt = dt-_datetime.timedelta(seconds=1)
adj_correction = 1.0-row['%']
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
@@ -1853,6 +2105,69 @@ class PriceHistory:
df2_nan.loc[:enddt, 'Repaired?'] = True
cluster.loc[dt, 'Fixed?'] = True
elif div_date_wrong:
k = 'wrong ex-div date'
div_repairs.setdefault(k, []).append(dt)
# First rollback the present adj
adj_correction = 1.0/row['present adj']
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
# Apply correct adj from correct date
div_true_date = row['div_true_date']
close_before = df2['Close'].iloc[row['idx']]
div = row['div']
true_adj = 1.0 - div/close_before
enddt2 = div_true_date-_datetime.timedelta(seconds=1)
df2.loc[ :enddt2, 'Adj Close'] *= true_adj
df2_nan.loc[:enddt2, 'Adj Close'] *= true_adj
# Move div to correct date
df2.loc[div_true_date, 'Dividends'] += div
df2.loc[dt, 'Dividends'] = 0
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Repaired?'] = True
cluster.loc[dt, 'Fixed?'] = True
elif adj_exceeds_prices:
# Nothing else wrong => probably false positive,
# but no harm checking the adjustment
target_adj = 1.0 - row['%']
present_adj = row['present adj']
if abs((target_adj/present_adj)-1) > 0.05:
# Also correct adjustment to match corrected dividend
k += ' & div-adjust'
adj_correction = target_adj / present_adj
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
df2_nan.loc[:enddt, 'Repaired?'] = True
cluster.loc[dt, 'Fixed?'] = True
else:
div_status_df = div_status_df.drop(dt)
cluster = cluster.drop(dt)
elif div_pre_split:
k = 'pre-split div'
correction = 1.0/df2['Stock Splits'].loc[dt]
correct_div = row['div'] * correction
df2.loc[dt, 'Dividends'] = correct_div
target_div_pct = row['%'] * correction
target_adj = 1.0 - target_div_pct
present_adj = row['present adj']
# Also correct adjustment to match corrected dividend
k += ' & div-adjust'
adj_correction = target_adj / present_adj
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
df2_nan.loc[:enddt, 'Repaired?'] = True
cluster.loc[dt, 'Fixed?'] = True
div_repairs.setdefault(k, []).append(dt)
elif n_failed_checks == 2:
if div_too_big and adj_missing:
# A currency unit mixup AND adjustment missing
@@ -1860,7 +2175,6 @@ class PriceHistory:
div_repairs.setdefault(k, []).append(dt)
adj_correction = 1.0 - row['%']/currency_divide
df2.loc[dt, 'Dividends'] /= currency_divide
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
@@ -1879,7 +2193,6 @@ class PriceHistory:
msg = None
div_adj = 1.0 - (row['%']/currency_divide)
adj_correction = div_adj / row['present adj']
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
@@ -1899,13 +2212,15 @@ class PriceHistory:
target_adj = 1.0 - target_div_pct
adj_correction = target_adj / row['present adj']
df2.loc[dt, 'Dividends'] /= currency_divide
enddt = dt-_datetime.timedelta(seconds=1)
df2.loc[ :enddt, 'Adj Close'] *= adj_correction
df2.loc[ :enddt, 'Repaired?'] = True
df2_nan.loc[:enddt, 'Adj Close'] *= adj_correction
df2_nan.loc[:enddt, 'Repaired?'] = True
cluster.loc[dt, 'Fixed?'] = True
if cluster.empty:
continue
for k in div_repairs:
msg = f"Repaired {k}: {[str(dt.date()) for dt in sorted(div_repairs[k])]}"
logger.info(msg, extra=log_extras)
@@ -2158,6 +2473,14 @@ class PriceHistory:
r = _1d_change_x / split_rcp
f_down = _1d_change_x < 1.0 / threshold
if f_down.any():
# Discard where triggered by negative Adj Close after dividend
f_neg = _1d_change_x < 0.0
f_div = (df2['Dividends']>0).to_numpy()
f_div_before = np.roll(f_div, 1)
if f_down.ndim == 2:
f_div_before = f_div_before[:, np.newaxis].repeat(f_down.shape[1], axis=1)
f_down = f_down & ~(f_neg + f_div_before)
f_up = _1d_change_x > threshold
f_up_ndims = len(f_up.shape)
f_up_shifts = f_up if f_up_ndims==1 else f_up.any(axis=1)
@@ -2166,12 +2489,24 @@ class PriceHistory:
for i in np.where(f_up_shifts)[0]:
v = df2['Volume'].iloc[i]
vol_change_pct = 0 if v == 0 else df2['Volume'].iloc[i-1] / v
if multiday:
v = df2['Volume'].iloc[i+1]
if v > 0:
vol_change_pct = max(vol_change_pct, df2['Volume'].iloc[i] / v)
if multiday and (i+1 < len(df2)):
next_v = df2['Volume'].iloc[i+1]
if next_v > 0:
vol_change_pct = max(vol_change_pct, df2['Volume'].iloc[i] / next_v)
if vol_change_pct > 5:
# big volume change +500% = false positive
# big volume change +500%
# Could be false-positive, but need some more checks
lookback = max(0, i-10)
lookahead = min(len(df2), i+10)
if (df2['Stock Splits'].iloc[lookback:lookahead]!=0.0).any():
# There's a stock split near the volume spike, so
# assume false positive
continue
avg_vol_after = df2['Volume'].iloc[lookback:i-1].mean()
if not np.isnan(avg_vol_after) and v/avg_vol_after < 2.0:
# volume spike is actually a step-change, so
# probably missing stock split
continue
if f_up_ndims == 1:
f_up[i] = False
else:
@@ -2219,13 +2554,13 @@ class PriceHistory:
logger.info('100x changes are too soon after stock split events, aborting', extra=log_extras)
return df
# if logger.isEnabledFor(logging.DEBUG):
if logger.isEnabledFor(logging.DEBUG):
df_debug['i'] = list(range(0, df_debug.shape[0]))
df_debug['i_rev'] = df_debug.shape[0]-1 - df_debug['i']
if correct_columns_individually:
f_change = df_debug[[c+'_down' for c in debug_cols]].any(axis=1) | df_debug[[c+'_up' for c in debug_cols]].any(axis=1)
else:
f_change = df_debug['f_down'] | df_debug['f_up']
f_change = df_debug['down'] | df_debug['up']
f_change = f_change | np.roll(f_change, -1) | np.roll(f_change, 1) | np.roll(f_change, -2) | np.roll(f_change, 2)
with pd.option_context('display.max_rows', None, 'display.max_columns', 10, 'display.width', 1000): # more options can be specified also
logger.debug("price-repair-split: my workings:" + '\n' + str(df_debug[f_change]))
@@ -2457,7 +2792,12 @@ class PriceHistory:
logger.debug(msg, extra=log_extras)
n_corrected += r[1] - r[0]
msg = f"Corrected: {n_corrected}x"
if len(ranges) <= 2:
msg = "Corrected:"
for r in ranges:
msg += f" {df2.index[r[1]-1].date()} -> {df2.index[r[0]].date()}"
else:
msg = f"Corrected: {n_corrected}x"
logger.info(msg, extra=log_extras)
if correct_volume:

View File

@@ -0,0 +1,4 @@
from .screener import Screener
from .screener_query import EquityQuery
__all__ = ['EquityQuery', 'Screener']

View File

@@ -0,0 +1,225 @@
from typing import Dict
from yfinance import utils
from yfinance.data import YfData
from yfinance.const import _BASE_URL_, PREDEFINED_SCREENER_BODY_MAP
from .screener_query import Query
from ..utils import dynamic_docstring, generate_list_table_from_dict_of_dict
_SCREENER_URL_ = f"{_BASE_URL_}/v1/finance/screener"
class Screener:
"""
The `Screener` class is used to execute the queries and return the filtered results.
The Screener class provides methods to set and manipulate the body of a screener request,
fetch and parse the screener results, and access predefined screener bodies.
"""
def __init__(self, session=None, proxy=None):
"""
Args:
session (requests.Session, optional): A requests session object to be used for making HTTP requests. Defaults to None.
proxy (str, optional): A proxy URL to be used for making HTTP requests. Defaults to None.
.. seealso::
:attr:`Screener.predefined_bodies <yfinance.Screener.predefined_bodies>`
supported predefined screens
"""
self.proxy = proxy
self.session = session
self._data: YfData = YfData(session=session)
self._body: Dict = {}
self._response: Dict = {}
self._body_updated = False
self._accepted_body_keys = {"offset","size","sortField","sortType","quoteType","query","userId","userIdType"}
self._predefined_bodies = PREDEFINED_SCREENER_BODY_MAP.keys()
@property
def body(self) -> Dict:
return self._body
@property
def response(self) -> Dict:
"""
Fetch screen result
Example:
.. code-block:: python
result = screener.response
symbols = [quote['symbol'] for quote in result['quotes']]
"""
if self._body_updated or self._response is None:
self._fetch_and_parse()
self._body_updated = False
return self._response
@dynamic_docstring({"predefined_screeners": generate_list_table_from_dict_of_dict(PREDEFINED_SCREENER_BODY_MAP,bullets=False)})
@property
def predefined_bodies(self) -> Dict:
"""
Predefined Screeners
{predefined_screeners}
"""
return self._predefined_bodies
def set_default_body(self, query: Query, offset: int = 0, size: int = 100, sortField: str = "ticker", sortType: str = "desc", quoteType: str = "equity", userId: str = "", userIdType: str = "guid") -> 'Screener':
"""
Set the default body using a custom query.
Args:
query (Query): The Query object to set as the body.
offset (Optional[int]): The offset for the results. Defaults to 0.
size (Optional[int]): The number of results to return. Defaults to 100. Maximum is 250 as set by Yahoo.
sortField (Optional[str]): The field to sort the results by. Defaults to "ticker".
sortType (Optional[str]): The type of sorting (e.g., "asc" or "desc"). Defaults to "desc".
quoteType (Optional[str]): The type of quote (e.g., "equity"). Defaults to "equity".
userId (Optional[str]): The user ID. Defaults to an empty string.
userIdType (Optional[str]): The type of user ID (e.g., "guid"). Defaults to "guid".
Returns:
Screener: self
Example:
.. code-block:: python
screener.set_default_body(qf)
"""
self._body_updated = True
self._body = {
"offset": offset,
"size": size,
"sortField": sortField,
"sortType": sortType,
"quoteType": quoteType,
"query": query.to_dict(),
"userId": userId,
"userIdType": userIdType
}
return self
def set_predefined_body(self, predefined_key: str) -> 'Screener':
"""
Set a predefined body
Args:
predefined_key (str): key to one of predefined screens
Returns:
Screener: self
Example:
.. code-block:: python
screener.set_predefined_body('day_gainers')
.. seealso::
:attr:`Screener.predefined_bodies <yfinance.Screener.predefined_bodies>`
supported predefined screens
"""
body = PREDEFINED_SCREENER_BODY_MAP.get(predefined_key, None)
if not body:
raise ValueError(f'Invalid key {predefined_key} provided for predefined screener')
self._body_updated = True
self._body = body
return self
def set_body(self, body: Dict) -> 'Screener':
"""
Set the fully custom body using dictionary input
Args:
body (Dict): full query body
Returns:
Screener: self
Example:
.. code-block:: python
screener.set_body({
"offset": 0,
"size": 100,
"sortField": "ticker",
"sortType": "desc",
"quoteType": "equity",
"query": qf.to_dict(),
"userId": "",
"userIdType": "guid"
})
"""
missing_keys = [key for key in self._accepted_body_keys if key not in body]
if missing_keys:
raise ValueError(f"Missing required keys in body: {missing_keys}")
extra_keys = [key for key in body if key not in self._accepted_body_keys]
if extra_keys:
raise ValueError(f"Body contains extra keys: {extra_keys}")
self._body_updated = True
self._body = body
return self
def patch_body(self, values: Dict) -> 'Screener':
"""
Patch parts of the body using dictionary input
Args:
body (Dict): partial query body
Returns:
Screener: self
Example:
.. code-block:: python
screener.patch_body({"offset": 100})
"""
extra_keys = [key for key in values if key not in self._accepted_body_keys]
if extra_keys:
raise ValueError(f"Body contains extra keys: {extra_keys}")
self._body_updated = True
for k in values:
self._body[k] = values[k]
return self
def _validate_body(self) -> None:
if not all(k in self._body for k in self._accepted_body_keys):
raise ValueError("Missing required keys in body")
if self._body["size"] > 250:
raise ValueError("Yahoo limits query size to 250. Please decrease the size of the query.")
def _fetch(self) -> Dict:
params_dict = {"corsDomain": "finance.yahoo.com", "formatted": "false", "lang": "en-US", "region": "US"}
response = self._data.post(_SCREENER_URL_, body=self.body, user_agent_headers=self._data.user_agent_headers, params=params_dict, proxy=self.proxy)
response.raise_for_status()
return response.json()
def _fetch_and_parse(self) -> None:
response = None
self._validate_body()
try:
response = self._fetch()
self._response = response['finance']['result'][0]
except Exception as e:
logger = utils.get_yf_logger()
logger.error(f"Failed to get screener data for '{self._body.get('query', 'query not set')}' reason: {e}")
logger.debug("Got response: ")
logger.debug("-------------")
logger.debug(f" {response}")
logger.debug("-------------")

View File

@@ -0,0 +1,145 @@
from abc import ABC, abstractmethod
import numbers
from typing import List, Union, Dict
from yfinance.const import EQUITY_SCREENER_EQ_MAP, EQUITY_SCREENER_FIELDS
from yfinance.exceptions import YFNotImplementedError
from ..utils import dynamic_docstring, generate_list_table_from_dict
class Query(ABC):
def __init__(self, operator: str, operand: Union[numbers.Real, str, List['Query']]):
self.operator = operator
self.operands = operand
@abstractmethod
def to_dict(self) -> Dict:
raise YFNotImplementedError('to_dict() needs to be implemented by children classes')
class EquityQuery(Query):
"""
The `EquityQuery` class constructs filters for stocks based on specific criteria such as region, sector, exchange, and peer group.
The queries support operators: `GT` (greater than), `LT` (less than), `BTWN` (between), `EQ` (equals), and logical operators `AND` and `OR` for combining multiple conditions.
Example:
Screen for stocks where the end-of-day price is greater than 3.
.. code-block:: python
gt = yf.EquityQuery('gt', ['eodprice', 3])
Screen for stocks where the average daily volume over the last 3 months is less than a very large number.
.. code-block:: python
lt = yf.EquityQuery('lt', ['avgdailyvol3m', 99999999999])
Screen for stocks where the intraday market cap is between 0 and 100 million.
.. code-block:: python
btwn = yf.EquityQuery('btwn', ['intradaymarketcap', 0, 100000000])
Screen for stocks in the Technology sector.
.. code-block:: python
eq = yf.EquityQuery('eq', ['sector', 'Technology'])
Combine queries using AND/OR.
.. code-block:: python
qt = yf.EquityQuery('and', [gt, lt])
qf = yf.EquityQuery('or', [qt, btwn, eq])
"""
def __init__(self, operator: str, operand: Union[numbers.Real, str, List['EquityQuery']]):
"""
.. seealso::
:attr:`EquityQuery.valid_operand_fields <yfinance.EquityQuery.valid_operand_fields>`
supported operand values for query
:attr:`EquityQuery.valid_eq_operand_map <yfinance.EquityQuery.valid_eq_operand_map>`
supported `EQ query operand parameters`
"""
operator = operator.upper()
if not isinstance(operand, list):
raise TypeError('Invalid operand type')
if len(operand) <= 0:
raise ValueError('Invalid field for Screener')
if operator in {'OR','AND'}:
self._validate_or_and_operand(operand)
elif operator == 'EQ':
self._validate_eq_operand(operand)
elif operator == 'BTWN':
self._validate_btwn_operand(operand)
elif operator in {'GT','LT'}:
self._validate_gt_lt(operand)
else:
raise ValueError('Invalid Operator Value')
self.operator = operator
self.operands = operand
self._valid_eq_operand_map = EQUITY_SCREENER_EQ_MAP
self._valid_operand_fields = EQUITY_SCREENER_FIELDS
@dynamic_docstring({"valid_eq_operand_map_table": generate_list_table_from_dict(EQUITY_SCREENER_EQ_MAP)})
@property
def valid_eq_operand_map(self) -> Dict:
"""
Valid Operand Map for Operator "EQ"
{valid_eq_operand_map_table}
"""
return self._valid_eq_operand_map
@dynamic_docstring({"valid_operand_fields_table": generate_list_table_from_dict(EQUITY_SCREENER_FIELDS)})
@property
def valid_operand_fields(self) -> Dict:
"""
Valid Operand Fields
{valid_operand_fields_table}
"""
return self._valid_operand_fields
def _validate_or_and_operand(self, operand: List['EquityQuery']) -> None:
if len(operand) <= 1:
raise ValueError('Operand must be length longer than 1')
if all(isinstance(e, EquityQuery) for e in operand) is False:
raise TypeError('Operand must be type EquityQuery for OR/AND')
def _validate_eq_operand(self, operand: List[Union[str, numbers.Real]]) -> None:
if len(operand) != 2:
raise ValueError('Operand must be length 2 for EQ')
if not any(operand[0] in fields_by_type for fields_by_type in EQUITY_SCREENER_FIELDS.values()):
raise ValueError('Invalid field for Screener')
if operand[0] not in EQUITY_SCREENER_EQ_MAP:
raise ValueError('Invalid EQ key')
if operand[1] not in EQUITY_SCREENER_EQ_MAP[operand[0]]:
raise ValueError('Invalid EQ value')
def _validate_btwn_operand(self, operand: List[Union[str, numbers.Real]]) -> None:
if len(operand) != 3:
raise ValueError('Operand must be length 3 for BTWN')
if not any(operand[0] in fields_by_type for fields_by_type in EQUITY_SCREENER_FIELDS.values()):
raise ValueError('Invalid field for Screener')
if isinstance(operand[1], numbers.Real) is False:
raise TypeError('Invalid comparison type for BTWN')
if isinstance(operand[2], numbers.Real) is False:
raise TypeError('Invalid comparison type for BTWN')
def _validate_gt_lt(self, operand: List[Union[str, numbers.Real]]) -> None:
if len(operand) != 2:
raise ValueError('Operand must be length 2 for GT/LT')
if not any(operand[0] in fields_by_type for fields_by_type in EQUITY_SCREENER_FIELDS.values()):
raise ValueError('Invalid field for Screener')
if isinstance(operand[1], numbers.Real) is False:
raise TypeError('Invalid comparison type for GT/LT')
def to_dict(self) -> Dict:
return {
"operator": self.operator,
"operands": [operand.to_dict() if isinstance(operand, EquityQuery) else operand for operand in self.operands]
}

95
yfinance/search.py Normal file
View File

@@ -0,0 +1,95 @@
#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# yfinance - market data downloader
# https://github.com/ranaroussi/yfinance
#
# Copyright 2017-2019 Ran Aroussi
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import json as _json
from . import utils
from .const import _BASE_URL_
from .data import YfData
class Search:
def __init__(self, query, max_results=8, news_count=8, enable_fuzzy_query=False,
session=None, proxy=None, timeout=30, raise_errors=True):
"""
Fetches and organizes search results from Yahoo Finance, including stock quotes and news articles.
Args:
query: The search query (ticker symbol or company name).
max_results: Maximum number of stock quotes to return (default 8).
news_count: Number of news articles to include (default 8).
enable_fuzzy_query: Enable fuzzy search for typos (default False).
session: Custom HTTP session for requests (default None).
proxy: Proxy settings for requests (default None).
timeout: Request timeout in seconds (default 30).
raise_errors: Raise exceptions on error (default True).
"""
self.query = query
self.max_results = max_results
self.enable_fuzzy_query = enable_fuzzy_query
self.news_count = news_count
self.session = session
self.proxy = proxy
self.timeout = timeout
self.raise_errors = raise_errors
self._data = YfData(session=self.session)
self._logger = utils.get_yf_logger()
self._response = self._fetch_results()
self._quotes = self._response.get("quotes", [])
self._news = self._response.get("news", [])
def _fetch_results(self):
url = f"{_BASE_URL_}/v1/finance/search"
params = {
"q": self.query,
"quotesCount": self.max_results,
"enableFuzzyQuery": self.enable_fuzzy_query,
"newsCount": self.news_count,
"quotesQueryId": "tss_match_phrase_query",
"newsQueryId": "news_cie_vespa"
}
self._logger.debug(f'{self.query}: Yahoo GET parameters: {str(dict(params))}')
data = self._data.cache_get(url=url, params=params, proxy=self.proxy, timeout=self.timeout)
if data is None or "Will be right back" in data.text:
raise RuntimeError("*** YAHOO! FINANCE IS CURRENTLY DOWN! ***\n"
"Our engineers are working quickly to resolve "
"the issue. Thank you for your patience.")
try:
data = data.json()
except _json.JSONDecodeError:
self._logger.error(f"{self.query}: Failed to retrieve the news and received faulty response instead.")
data = {}
return data
@property
def quotes(self):
"""Get the quotes from the search results."""
return self._quotes
@property
def news(self):
"""Get the news from the search results."""
return self._news

View File

@@ -22,6 +22,7 @@
from __future__ import print_function
from collections import namedtuple as _namedtuple
from .scrapers.funds import FundsData
import pandas as _pd
@@ -297,3 +298,7 @@ class Ticker(TickerBase):
@property
def history_metadata(self) -> dict:
return self.get_history_metadata()
@property
def funds_data(self) -> FundsData:
return self.get_funds_data()

View File

@@ -39,7 +39,6 @@ from dateutil.relativedelta import relativedelta
from pytz import UnknownTimeZoneError
from yfinance import const
from .const import _BASE_URL_
user_agent_headers = {
'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36'}
@@ -189,24 +188,27 @@ def is_isin(string):
def get_all_by_isin(isin, proxy=None, session=None):
if not (is_isin(isin)):
raise ValueError("Invalid ISIN number")
# Deferred this to prevent circular imports
from .search import Search
session = session or _requests
url = f"{_BASE_URL_}/v1/finance/search?q={isin}"
data = session.get(url=url, proxies=proxy, headers=user_agent_headers)
try:
data = data.json()
ticker = data.get('quotes', [{}])[0]
return {
'ticker': {
'symbol': ticker['symbol'],
'shortname': ticker['shortname'],
'longname': ticker['longname'],
'type': ticker['quoteType'],
'exchange': ticker['exchDisp'],
},
'news': data.get('news', [])
}
except Exception:
return {}
search = Search(query=isin, max_results=1, session=session, proxy=proxy)
# Extract the first quote and news
ticker = search.quotes[0] if search.quotes else {}
news = search.news
return {
'ticker': {
'symbol': ticker.get('symbol', ''),
'shortname': ticker.get('shortname', ''),
'longname': ticker.get('longname', ''),
'type': ticker.get('quoteType', ''),
'exchange': ticker.get('exchDisp', ''),
},
'news': news
}
def get_ticker_by_isin(isin, proxy=None, session=None):
@@ -613,7 +615,7 @@ def fix_Yahoo_returning_live_separate(quotes, interval, tz_exchange, repair=Fals
# - exception is volume, *slightly* greater on final row (and matches website)
if dt1.date() == dt2.date():
# Last two rows are on same day. Drop second-to-last row
quotes = quotes.drop(quotes.index[n - 2])
quotes = _pd.concat([quotes.iloc[:-2], quotes.iloc[-1:]])
else:
if interval == "1wk":
last_rows_same_interval = dt1.year == dt2.year and dt1.week == dt2.week
@@ -932,3 +934,64 @@ class ProgressBar:
def __str__(self):
return str(self.prog_bar)
def dynamic_docstring(placeholders: dict):
"""
A decorator to dynamically update the docstring of a function or method.
Args:
placeholders (dict): A dictionary where keys are placeholder names and values are the strings to insert.
"""
def decorator(func):
if func.__doc__:
docstring = func.__doc__
# Replace each placeholder with its corresponding value
for key, value in placeholders.items():
docstring = docstring.replace(f"{{{key}}}", value)
func.__doc__ = docstring
return func
return decorator
def _generate_table_configurations() -> str:
import textwrap
table = textwrap.dedent("""
.. list-table:: Permitted Keys/Values
:widths: 25 75
:header-rows: 1
* - Key
- Values
""")
return table
def generate_list_table_from_dict(data: dict, bullets: bool=True) -> str:
"""
Generate a list-table for the docstring showing permitted keys/values.
"""
table = _generate_table_configurations()
for key, values in data.items():
value_str = ', '.join(sorted(values))
table += f" * - {key}\n"
if bullets:
table += " -\n"
for value in sorted(values):
table += f" - {value}\n"
else:
table += f" - {value_str}\n"
return table
def generate_list_table_from_dict_of_dict(data: dict, bullets: bool=True) -> str:
"""
Generate a list-table for the docstring showing permitted keys/values.
"""
table = _generate_table_configurations()
for key, values in data.items():
value_str = values
table += f" * - {key}\n"
if bullets:
table += " -\n"
for value in sorted(values):
table += f" - {value}\n"
else:
table += f" - {value_str}\n"
return table

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@@ -1 +1 @@
version = "0.2.43"
version = "0.2.49"