Files
OpenBB/tests/openbb_terminal/forecast/data/TSLA.csv
martinb-bb 7fd72d9ee1 Forecasting Menu [Work in Progress] (#1933)
* Gave forecasting memory

* Fixed scripts, refactored

* FIxed poetry lock

* edge case check for forecast target

* Improved combine and load functionality

* Cleaned up translations

* Fixed issue with covariates

* Fixed issue checking covariates

* Another covariates check fix

* Ignored regr and linregr warnings

* Fixed covariate issues

* switched from forecasting to forecast

* Finished transition to forecast

* Can add entire dataset with one command

* Improved combine description

* Removed naming covariates

* Created new installation

* typo

* Make plot show dates if available

* Added better handling or users without the menu

* Removed unused file

* Fix

* Better handling for nontraditional datasets

* Fixed black and pylint

* Fixed tests

* Added darts install to main tests

* Working on darts with CI

* Added back test file

* Made large tables print better

* naive baseline

* typo

* Finished naive

* no dollar on prediction

* fixed positive MAPE bug

* quick refactoring

* Fixed two different args for same thing

* added extra patience

* linreg mape fix

* info fix

* Refactored API, bumped to Darts 0.21.0

* Added fixes

* Increased verbosity for wrong column

* Updated dependencies

* Hid warnings

* Fixed importing

* Fixed tests

* Fixed ugly seasonal plotting

* Fixed forecast line color

* Switched chart output to blue

* Simplified lambda_price_prediction_color

* fixed residuals

* Chnage

* Removed darts from CI per Chavi

* Added fixes to tests

* Added knnfix

* Fixed issue where n!= o

* Added changes

* Added changes

* Imrpoved forecast dash

* Added Theo notebook

* Added enhancements to dash

* Added notebook

* Added fix for jupyter lab

* Added debug stuff

* Change

* Updated docs

* Fixed formatting

* Fixed formatting

* Removed prints

* Filtered some info

* Added button to run model

* Improved api

* Added secret feautr (no peeking Martin)

* Cleaned code

* Fixed tests

* Added test fixes

* Added fixes

* Fixes

* FIxes for pres

* Remove bad tests

* Removed knn

* Fixed issues with removing mc

* doc for conda

* Added forecast improvements

* Added streamlit support

* Fixed issues

* fix expo with streamlit due to quantile()

* fixed performance issues with streamlit for now..

* clean up historical forecast with new trainer

* quick fix for regression trainer params

* Added fixes

* quick fix for other fix for regression trainer params

* table formatting for timestamp

* potential fix for inf in feature engineered datasets

* Basic working in new format

* dw

* Trying

* Fixed issues

* Improved graphing

* fixing trainer for LR and formatting

* doge and linting

* page break

* automatic cleaning of datasets

* automatic cleaning of datasets- fix

* Fixed forecast dates

* Made dashboard prettier

* Added fixes

* Added fixes

* Added options

* Fixed error

* remove caching

* adding in spinner

* Added vairable n_predict in streamlit

* Added mypy fix

* renaming and range change

* new index for n predict

* check positive float for window size

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* Update _index.md

* renaming

* reorg files

* Update _index.md

* hidden which command for versions

* Update _index.md

* Update _index.md

* which: ns parser

* hugo for: which

* hugo for: forecasting fix

* formatting black

* update stock controller test

* Lay groundwork for better residual plotting

* improved delete to allow for periods in title

* improved automatic cleaning of inf

* Added new API

* Added new API

* Added new API

* formatting for black

* Updated our testing CI

* Reverted changes

* Added forecast docs

* Fixed mypy issues

* Fixes tests

* Did some refactoring, added a report

* new api in streamlit

* Added integrated tests

* Update _index.md

* improved loading in custom dataset

* menu spacing

* installer fixes

* Added docs fixes

* Adding comments to test if commit working

* Fixed report

* naming conventions

* formatting

* removing unused var

* Made last report imporvements

* Update README.md

* Added fix

* Switched to warning

* Added fixes

* Added fixes

* Added fixes

* Added fixes

* Update economy av view test

* Remove forgotten print statement

* Update depencencies

* Added verbosity to pytest

* Added fixes

* Fixed pylint

* Fixed actions checkout

* Added fixes

Co-authored-by: colin99d <colin99delahunty@gmail.com>
Co-authored-by: Colin Delahunty <72827203+colin99d@users.noreply.github.com>
Co-authored-by: James Simmons <simmonsj330@gmail.com>
Co-authored-by: minhhoang1023 <40023817+minhhoang1023@users.noreply.github.com>
Co-authored-by: Theodore Aptekarev <aptekarev@gmail.com>
2022-10-08 14:54:43 +02:00

613 lines
61 KiB
CSV
Vendored

Date,Open,High,Low,Close,Adj Close,Volume
2020-01-02,84.9000015258789,86.13999938964844,84.34200286865234,86.052001953125,86.052001953125,47660500
2020-01-03,88.0999984741211,90.80000305175781,87.38400268554688,88.60199737548828,88.60199737548828,88892500
2020-01-06,88.09400177001953,90.31199645996094,88.0,90.30799865722656,90.30799865722656,50665000
2020-01-07,92.27999877929688,94.32599639892578,90.6719970703125,93.81199645996094,93.81199645996094,89410500
2020-01-08,94.73999786376953,99.697998046875,93.64600372314453,98.4280014038086,98.4280014038086,155721500
2020-01-09,99.41999816894531,99.76000213623047,94.5739974975586,96.26799774169922,96.26799774169922,142202000
2020-01-10,96.35800170898438,96.98799896240234,94.73999786376953,95.62999725341797,95.62999725341797,64797500
2020-01-13,98.69999694824219,105.1259994506836,98.4000015258789,104.97200012207031,104.97200012207031,132588000
2020-01-14,108.85199737548828,109.48200225830078,104.9800033569336,107.58399963378906,107.58399963378906,144981000
2020-01-15,105.9520034790039,107.56800079345703,103.35800170898438,103.69999694824219,103.69999694824219,86844000
2020-01-16,98.75,102.89199829101562,98.43399810791016,102.697998046875,102.697998046875,108683500
2020-01-17,101.52200317382812,103.13400268554688,100.63200378417969,102.0999984741211,102.0999984741211,68145500
2020-01-21,106.05000305175781,109.71600341796875,105.68199920654297,109.44000244140625,109.44000244140625,89017500
2020-01-22,114.37799835205078,118.9000015258789,111.81999969482422,113.91200256347656,113.91200256347656,156845000
2020-01-23,112.8499984741211,116.4000015258789,111.12000274658203,114.44000244140625,114.44000244140625,98255000
2020-01-24,114.1259994506836,114.77200317382812,110.85199737548828,112.96399688720703,112.96399688720703,71768000
2020-01-27,108.39800262451172,112.88800048828125,107.85600280761719,111.60399627685547,111.60399627685547,68040500
2020-01-28,113.697998046875,115.36199951171875,111.61599731445312,113.37999725341797,113.37999725341797,58942500
2020-01-29,115.13800048828125,117.95999908447266,113.48600006103516,116.197998046875,116.197998046875,89007500
2020-01-30,126.48400115966797,130.17599487304688,123.5999984741211,128.16200256347656,128.16200256347656,145028500
2020-01-31,128.0,130.60000610351562,126.50399780273438,130.11399841308594,130.11399841308594,78596500
2020-02-03,134.73800659179688,157.22799682617188,134.70399475097656,156.0,156.0,235325000
2020-02-04,176.5919952392578,193.79800415039062,166.7760009765625,177.41200256347656,177.41200256347656,304694000
2020-02-05,164.65199279785156,169.1959991455078,140.82200622558594,146.94000244140625,146.94000244140625,242119000
2020-02-06,139.98399353027344,159.16600036621094,137.39999389648438,149.79200744628906,149.79200744628906,199404000
2020-02-07,146.11000061035156,153.9499969482422,146.0,149.61399841308594,149.61399841308594,85317500
2020-02-10,160.0,163.9980010986328,150.47999572753906,154.25599670410156,154.25599670410156,123446000
2020-02-11,153.75799560546875,156.70199584960938,151.60000610351562,154.87600708007812,154.87600708007812,58487500
2020-02-12,155.57400512695312,157.9499969482422,152.6739959716797,153.45799255371094,153.45799255371094,60112500
2020-02-13,148.3679962158203,163.60000610351562,147.0,160.8000030517578,160.8000030517578,131446500
2020-02-14,157.44400024414062,162.593994140625,157.10000610351562,160.00599670410156,160.00599670410156,78468500
2020-02-18,168.32000732421875,172.0,166.4720001220703,171.67999267578125,171.67999267578125,81908500
2020-02-19,184.6999969482422,188.95599365234375,180.20399475097656,183.48399353027344,183.48399353027344,127115000
2020-02-20,182.38999938964844,182.39999389648438,171.98800659179688,179.8820037841797,179.8820037841797,88174500
2020-02-21,181.39599609375,182.61199951171875,176.08999633789062,180.1999969482422,180.1999969482422,71574000
2020-02-24,167.8000030517578,172.6999969482422,164.44000244140625,166.75799560546875,166.75799560546875,75961000
2020-02-25,169.8000030517578,171.32000732421875,157.39999389648438,159.98199462890625,159.98199462890625,86452500
2020-02-26,156.5,162.66200256347656,155.2220001220703,155.75999450683594,155.75999450683594,70427500
2020-02-27,146.0,147.95399475097656,133.8000030517578,135.8000030517578,135.8000030517578,121386000
2020-02-28,125.94000244140625,138.10400390625,122.30400085449219,133.59800720214844,133.59800720214844,121114500
2020-03-02,142.2519989013672,148.73800659179688,137.33399963378906,148.7239990234375,148.7239990234375,100975000
2020-03-03,161.0,161.39599609375,143.2220001220703,149.1020050048828,149.1020050048828,128920000
2020-03-04,152.79200744628906,153.3040008544922,144.9459991455078,149.89999389648438,149.89999389648438,75245000
2020-03-05,144.75399780273438,149.14999389648438,143.61399841308594,144.9080047607422,144.9080047607422,54263500
2020-03-06,138.0,141.39999389648438,136.85400390625,140.6959991455078,140.6959991455078,63314500
2020-03-09,121.0780029296875,132.60000610351562,121.0,121.5999984741211,121.5999984741211,85368500
2020-03-10,131.88600158691406,133.60000610351562,121.5999984741211,129.0659942626953,129.0659942626953,77972000
2020-03-11,128.0399932861328,130.71600341796875,122.5999984741211,126.84600067138672,126.84600067138672,66612500
2020-03-12,116.1780014038086,118.9000015258789,109.25,112.11000061035156,112.11000061035156,94545500
2020-03-13,119.0,121.51399993896484,100.4000015258789,109.3239974975586,109.3239974975586,113201500
2020-03-16,93.9000015258789,98.9739990234375,88.43399810791016,89.01399993896484,89.01399993896484,102447500
2020-03-17,88.00199890136719,94.37000274658203,79.19999694824219,86.04000091552734,86.04000091552734,119973000
2020-03-18,77.80000305175781,80.97200012207031,70.10199737548828,72.24400329589844,72.24400329589844,118931000
2020-03-19,74.94000244140625,90.4000015258789,71.69200134277344,85.52799987792969,85.52799987792969,150977500
2020-03-20,87.63999938964844,95.4000015258789,85.15799713134766,85.50599670410156,85.50599670410156,141427500
2020-03-23,86.72000122070312,88.4000015258789,82.0999984741211,86.85800170898438,86.85800170898438,82272500
2020-03-24,95.45999908447266,102.73799896240234,94.80000305175781,101.0,101.0,114476000
2020-03-25,109.05000305175781,111.4000015258789,102.22200012207031,107.8499984741211,107.8499984741211,106113500
2020-03-26,109.47799682617188,112.0,102.44999694824219,105.63200378417969,105.63200378417969,86903500
2020-03-27,101.0,105.16000366210938,98.80599975585938,102.87200164794922,102.87200164794922,71887000
2020-03-30,102.052001953125,103.33000183105469,98.24600219726562,100.4260025024414,100.4260025024414,59990500
2020-03-31,100.25,108.59200286865234,99.4000015258789,104.80000305175781,104.80000305175781,88857500
2020-04-01,100.80000305175781,102.79000091552734,95.0199966430664,96.31199645996094,96.31199645996094,66766000
2020-04-02,96.20600128173828,98.85199737548828,89.27999877929688,90.89399719238281,90.89399719238281,99292000
2020-04-03,101.9000015258789,103.0979995727539,93.6780014038086,96.00199890136719,96.00199890136719,112810500
2020-04-06,102.23999786376953,104.19999694824219,99.59200286865234,103.24800109863281,103.24800109863281,74509000
2020-04-07,109.0,113.0,106.46800231933594,109.08999633789062,109.08999633789062,89599000
2020-04-08,110.83999633789062,111.44200134277344,106.66600036621094,109.76799774169922,109.76799774169922,63280000
2020-04-09,112.41799926757812,115.03600311279297,111.4219970703125,114.5999984741211,114.5999984741211,68250000
2020-04-13,118.03199768066406,130.39999389648438,116.10600280761719,130.19000244140625,130.19000244140625,112377000
2020-04-14,139.79400634765625,148.37600708007812,138.48599243164062,141.97799682617188,141.97799682617188,152882500
2020-04-15,148.39999389648438,150.62600708007812,142.0,145.96600341796875,145.96600341796875,117885000
2020-04-16,143.38800048828125,151.88999938964844,141.343994140625,149.04200744628906,149.04200744628906,103289500
2020-04-17,154.45599365234375,154.99000549316406,149.53199768066406,150.7779998779297,150.7779998779297,65641000
2020-04-20,146.5399932861328,153.11399841308594,142.44200134277344,149.27200317382812,149.27200317382812,73733000
2020-04-21,146.0240020751953,150.66600036621094,134.75799560546875,137.343994140625,137.343994140625,101045500
2020-04-22,140.79600524902344,146.8000030517578,137.74200439453125,146.4219970703125,146.4219970703125,70827500
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2020-04-28,159.1280059814453,161.0,151.33799743652344,153.82400512695312,153.82400512695312,76110000
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2020-04-30,171.03799438476562,173.96400451660156,152.6999969482422,156.37600708007812,156.37600708007812,142359500
2020-05-01,151.0,154.5540008544922,136.60800170898438,140.26400756835938,140.26400756835938,162659000
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2020-05-12,165.39999389648438,168.6580047607422,161.60000610351562,161.8820037841797,161.8820037841797,79534500
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2020-05-26,166.89999389648438,166.9199981689453,163.14199829101562,163.7740020751953,163.7740020751953,40448500
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2020-06-23,199.7760009765625,202.39999389648438,198.802001953125,200.3560028076172,200.3560028076172,31826500
2020-06-24,198.82200622558594,200.17599487304688,190.6280059814453,192.1699981689453,192.1699981689453,54798000
2020-06-25,190.85400390625,197.1959991455078,187.42999267578125,197.1959991455078,197.1959991455078,46272500
2020-06-26,198.95599365234375,199.0,190.9739990234375,191.947998046875,191.947998046875,44274500
2020-06-29,193.802001953125,202.0,189.70399475097656,201.8699951171875,201.8699951171875,45132000
2020-06-30,201.3000030517578,217.53799438476562,200.74600219726562,215.96200561523438,215.96200561523438,84592500
2020-07-01,216.60000610351562,227.0659942626953,216.10000610351562,223.92599487304688,223.92599487304688,66634500
2020-07-02,244.29600524902344,245.60000610351562,237.1199951171875,241.73199462890625,241.73199462890625,86250500
2020-07-06,255.33799743652344,275.5580139160156,253.20799255371094,274.3160095214844,274.3160095214844,102849500
2020-07-07,281.00201416015625,285.8999938964844,267.3420104980469,277.97198486328125,277.97198486328125,107448500
2020-07-08,281.0,283.4519958496094,262.26800537109375,273.1759948730469,273.1759948730469,81556500
2020-07-09,279.39801025390625,281.7120056152344,270.2560119628906,278.8559875488281,278.8559875488281,58588000
2020-07-10,279.20001220703125,309.78399658203125,275.2019958496094,308.92999267578125,308.92999267578125,116688000
2020-07-13,331.79998779296875,358.99798583984375,294.22198486328125,299.4119873046875,299.4119873046875,194927000
2020-07-14,311.20001220703125,318.0,286.20001220703125,303.3599853515625,303.3599853515625,117090500
2020-07-15,308.6000061035156,310.0,291.3999938964844,309.2019958496094,309.2019958496094,81839000
2020-07-16,295.4320068359375,306.3420104980469,293.20001220703125,300.12799072265625,300.12799072265625,71504000
2020-07-17,302.69000244140625,307.50201416015625,298.0,300.1679992675781,300.1679992675781,46650000
2020-07-20,303.802001953125,330.0,297.6000061035156,328.6000061035156,328.6000061035156,85607000
2020-07-21,327.9859924316406,335.0,311.6000061035156,313.6719970703125,313.6719970703125,80536000
2020-07-22,319.79998779296875,325.28399658203125,312.3999938964844,318.46600341796875,318.46600341796875,70805500
2020-07-23,335.7900085449219,337.79998779296875,296.15399169921875,302.614013671875,302.614013671875,121642500
2020-07-24,283.2019958496094,293.0,273.3080139160156,283.3999938964844,283.3999938964844,96983000
2020-07-27,287.0,309.5880126953125,282.6000061035156,307.9200134277344,307.9200134277344,80243500
2020-07-28,300.79998779296875,312.94000244140625,294.8840026855469,295.2980041503906,295.2980041503906,79043500
2020-07-29,300.20001220703125,306.9620056152344,297.3999938964844,299.8219909667969,299.8219909667969,47134500
2020-07-30,297.6000061035156,302.64801025390625,294.20001220703125,297.49798583984375,297.49798583984375,38105000
2020-07-31,303.0,303.4100036621094,284.1960144042969,286.1520080566406,286.1520080566406,61041000
2020-08-03,289.8399963378906,301.9620056152344,288.8760070800781,297.0,297.0,44046500
2020-08-04,299.00201416015625,305.48199462890625,292.3999938964844,297.3999938964844,297.3999938964844,42075000
2020-08-05,298.5979919433594,299.9679870605469,293.6619873046875,297.0039978027344,297.0039978027344,24739000
2020-08-06,298.1659851074219,303.4620056152344,295.4519958496094,297.9159851074219,297.9159851074219,29961500
2020-08-07,299.9079895019531,299.95001220703125,283.00201416015625,290.5419921875,290.5419921875,44482000
2020-08-10,289.6000061035156,291.5,277.1679992675781,283.7139892578125,283.7139892578125,37611500
2020-08-11,279.20001220703125,284.0,273.0,274.87799072265625,274.87799072265625,43129000
2020-08-12,294.0,317.0,287.0,310.9519958496094,310.9519958496094,109147000
2020-08-13,322.20001220703125,330.2359924316406,313.4519958496094,324.20001220703125,324.20001220703125,102126500
2020-08-14,332.99798583984375,333.760009765625,325.3280029296875,330.1419982910156,330.1419982910156,62888000
2020-08-17,335.3999938964844,369.1719970703125,334.5660095214844,367.12799072265625,367.12799072265625,101211500
2020-08-18,379.7980041503906,384.7799987792969,369.0220031738281,377.4179992675781,377.4179992675781,82372500
2020-08-19,373.0,382.20001220703125,368.24200439453125,375.70599365234375,375.70599365234375,61026500
2020-08-20,372.135986328125,404.39801025390625,371.4119873046875,400.3659973144531,400.3659973144531,103059000
2020-08-21,408.9519958496094,419.0979919433594,405.010009765625,409.9960021972656,409.9960021972656,107448000
2020-08-24,425.2560119628906,425.79998779296875,385.5039978027344,402.8399963378906,402.8399963378906,100318000
2020-08-25,394.9779968261719,405.5899963378906,393.6000061035156,404.6679992675781,404.6679992675781,53294500
2020-08-26,412.0,433.20001220703125,410.72601318359375,430.6340026855469,430.6340026855469,71197000
2020-08-27,436.0920104980469,459.1199951171875,428.5,447.75,447.75,118465000
2020-08-28,459.02398681640625,463.697998046875,437.3039855957031,442.67999267578125,442.67999267578125,100406000
2020-08-31,444.6099853515625,500.1400146484375,440.1099853515625,498.32000732421875,498.32000732421875,118374400
2020-09-01,502.1400146484375,502.489990234375,470.510009765625,475.04998779296875,475.04998779296875,89841100
2020-09-02,478.989990234375,479.0400085449219,405.1199951171875,447.3699951171875,447.3699951171875,96176100
2020-09-03,407.2300109863281,431.79998779296875,402.0,407.0,407.0,87596100
2020-09-04,402.80999755859375,428.0,372.0199890136719,418.32000732421875,418.32000732421875,110321900
2020-09-08,356.0,368.739990234375,329.8800048828125,330.2099914550781,330.2099914550781,115465700
2020-09-09,356.6000061035156,369.0,341.510009765625,366.2799987792969,366.2799987792969,79465800
2020-09-10,386.2099914550781,398.989990234375,360.55999755859375,371.3399963378906,371.3399963378906,84930600
2020-09-11,381.94000244140625,382.5,360.5,372.7200012207031,372.7200012207031,60717500
2020-09-14,380.95001220703125,420.0,373.29998779296875,419.6199951171875,419.6199951171875,83020600
2020-09-15,436.55999755859375,461.94000244140625,430.70001220703125,449.760009765625,449.760009765625,97298200
2020-09-16,439.8699951171875,457.7900085449219,435.30999755859375,441.760009765625,441.760009765625,72279300
2020-09-17,415.6000061035156,437.7900085449219,408.0,423.42999267578125,423.42999267578125,76779200
2020-09-18,447.94000244140625,451.0,428.79998779296875,442.1499938964844,442.1499938964844,86406800
2020-09-21,453.1300048828125,455.67999267578125,407.07000732421875,449.3900146484375,449.3900146484375,109476800
2020-09-22,429.6000061035156,437.760009765625,417.6000061035156,424.2300109863281,424.2300109863281,79580800
2020-09-23,405.1600036621094,412.1499938964844,375.8800048828125,380.3599853515625,380.3599853515625,95074200
2020-09-24,363.79998779296875,399.5,351.29998779296875,387.7900085449219,387.7900085449219,96561100
2020-09-25,393.4700012207031,408.7300109863281,391.29998779296875,407.3399963378906,407.3399963378906,67208500
2020-09-28,424.6199951171875,428.0799865722656,415.54998779296875,421.20001220703125,421.20001220703125,49719600
2020-09-29,416.0,428.5,411.6000061035156,419.07000732421875,419.07000732421875,50219300
2020-09-30,421.32000732421875,433.92999267578125,420.4700012207031,429.010009765625,429.010009765625,48145600
2020-10-01,440.760009765625,448.8800048828125,434.4200134277344,448.1600036621094,448.1600036621094,50741500
2020-10-02,421.3900146484375,439.1300048828125,415.0,415.0899963378906,415.0899963378906,71430000
2020-10-05,423.3500061035156,433.6400146484375,419.3299865722656,425.67999267578125,425.67999267578125,44722800
2020-10-06,423.7900085449219,428.7799987792969,406.04998779296875,413.9800109863281,413.9800109863281,49146300
2020-10-07,419.8699951171875,429.8999938964844,413.8500061035156,425.29998779296875,425.29998779296875,43127700
2020-10-08,438.44000244140625,439.0,425.29998779296875,425.9200134277344,425.9200134277344,40421100
2020-10-09,430.1300048828125,434.5899963378906,426.4599914550781,434.0,434.0,28925700
2020-10-12,442.0,448.739990234375,438.5799865722656,442.29998779296875,442.29998779296875,38791100
2020-10-13,443.3500061035156,448.8900146484375,436.6000061035156,446.6499938964844,446.6499938964844,34463700
2020-10-14,449.7799987792969,465.8999938964844,447.3500061035156,461.29998779296875,461.29998779296875,47879700
2020-10-15,450.30999755859375,456.57000732421875,442.5,448.8800048828125,448.8800048828125,35672400
2020-10-16,454.44000244140625,455.95001220703125,438.8500061035156,439.6700134277344,439.6700134277344,32775900
2020-10-19,446.239990234375,447.0,428.8699951171875,430.8299865722656,430.8299865722656,36287800
2020-10-20,431.75,431.75,419.04998779296875,421.94000244140625,421.94000244140625,31656300
2020-10-21,422.70001220703125,432.95001220703125,421.25,422.6400146484375,422.6400146484375,32370500
2020-10-22,441.9200134277344,445.2300109863281,424.510009765625,425.7900085449219,425.7900085449219,39993200
2020-10-23,421.8399963378906,422.8900146484375,407.3800048828125,420.6300048828125,420.6300048828125,33717000
2020-10-26,411.6300048828125,425.760009765625,410.0,420.2799987792969,420.2799987792969,28239200
2020-10-27,423.760009765625,430.5,420.1000061035156,424.67999267578125,424.67999267578125,22686500
2020-10-28,416.4800109863281,418.6000061035156,406.0,406.0199890136719,406.0199890136719,25451400
2020-10-29,409.9599914550781,418.05999755859375,406.4599914550781,410.8299865722656,410.8299865722656,22655300
2020-10-30,406.8999938964844,407.5899963378906,379.1099853515625,388.0400085449219,388.0400085449219,42511300
2020-11-02,394.0,406.9800109863281,392.29998779296875,400.510009765625,400.510009765625,29021100
2020-11-03,409.7300109863281,427.7699890136719,406.69000244140625,423.8999938964844,423.8999938964844,34351700
2020-11-04,430.6199951171875,435.3999938964844,417.1000061035156,420.9800109863281,420.9800109863281,32143100
2020-11-05,428.29998779296875,440.0,424.0,438.0899963378906,438.0899963378906,28414500
2020-11-06,436.1000061035156,436.57000732421875,424.2799987792969,429.95001220703125,429.95001220703125,21706000
2020-11-09,439.5,452.5,421.0,421.260009765625,421.260009765625,34833000
2020-11-10,420.0899963378906,420.0899963378906,396.0299987792969,410.3599853515625,410.3599853515625,30284200
2020-11-11,416.45001220703125,418.70001220703125,410.5799865722656,417.1300048828125,417.1300048828125,17357700
2020-11-12,415.04998779296875,423.0,409.5199890136719,411.760009765625,411.760009765625,19855100
2020-11-13,410.8500061035156,412.5299987792969,401.6600036621094,408.5,408.5,19771100
2020-11-16,408.92999267578125,412.45001220703125,404.0899963378906,408.0899963378906,408.0899963378906,26838600
2020-11-17,460.1700134277344,462.0,433.010009765625,441.6099853515625,441.6099853515625,61188300
2020-11-18,448.3500061035156,496.0,443.5,486.6400146484375,486.6400146484375,78044000
2020-11-19,492.0,508.6099853515625,487.57000732421875,499.2699890136719,499.2699890136719,62475300
2020-11-20,497.989990234375,502.5,489.05999755859375,489.6099853515625,489.6099853515625,32911900
2020-11-23,503.5,526.0,501.7900085449219,521.8499755859375,521.8499755859375,50260300
2020-11-24,540.4000244140625,559.989990234375,526.2000122070312,555.3800048828125,555.3800048828125,53648500
2020-11-25,550.0599975585938,574.0,545.3699951171875,574.0,574.0,48930200
2020-11-27,581.1599731445312,598.780029296875,578.4500122070312,585.760009765625,585.760009765625,37561100
2020-11-30,602.2100219726562,607.7999877929688,554.510009765625,567.5999755859375,567.5999755859375,63003100
2020-12-01,597.5900268554688,597.8499755859375,572.0499877929688,584.760009765625,584.760009765625,40103500
2020-12-02,556.4400024414062,571.5399780273438,541.2100219726562,568.8200073242188,568.8200073242188,47775700
2020-12-03,590.02001953125,598.969970703125,582.4299926757812,593.3800048828125,593.3800048828125,42552000
2020-12-04,591.010009765625,599.0399780273438,585.5,599.0399780273438,599.0399780273438,29401300
2020-12-07,604.9199829101562,648.7899780273438,603.0499877929688,641.760009765625,641.760009765625,56309700
2020-12-08,625.510009765625,651.280029296875,618.5,649.8800048828125,649.8800048828125,64265000
2020-12-09,653.6900024414062,654.3200073242188,588.0,604.47998046875,604.47998046875,71291200
2020-12-10,574.3699951171875,627.75,566.3400268554688,627.0700073242188,627.0700073242188,67083200
2020-12-11,615.010009765625,624.0,596.7999877929688,609.989990234375,609.989990234375,46475000
2020-12-14,619.0,642.75,610.2000122070312,639.8300170898438,639.8300170898438,52040600
2020-12-15,643.280029296875,646.9000244140625,623.7999877929688,633.25,633.25,45071500
2020-12-16,628.22998046875,632.5,605.0,622.77001953125,622.77001953125,42095800
2020-12-17,628.1900024414062,658.8200073242188,619.5,655.9000244140625,655.9000244140625,56270100
2020-12-18,668.9000244140625,695.0,628.5399780273438,695.0,695.0,222126200
2020-12-21,666.239990234375,668.5,646.0700073242188,649.8599853515625,649.8599853515625,58045300
2020-12-22,648.0,649.8800048828125,614.22998046875,640.3400268554688,640.3400268554688,51716000
2020-12-23,632.2000122070312,651.5,622.5700073242188,645.97998046875,645.97998046875,33173000
2020-12-24,642.989990234375,666.0900268554688,641.0,661.77001953125,661.77001953125,22865600
2020-12-28,674.510009765625,681.4000244140625,660.7999877929688,663.6900024414062,663.6900024414062,32278600
2020-12-29,661.0,669.9000244140625,655.0,665.989990234375,665.989990234375,22910800
2020-12-30,672.0,696.5999755859375,668.3599853515625,694.780029296875,694.780029296875,42846000
2020-12-31,699.989990234375,718.719970703125,691.1199951171875,705.6699829101562,705.6699829101562,49649900
2021-01-04,719.4600219726562,744.489990234375,717.1900024414062,729.77001953125,729.77001953125,48638200
2021-01-05,723.6599731445312,740.8400268554688,719.2000122070312,735.1099853515625,735.1099853515625,32245200
2021-01-06,758.489990234375,774.0,749.0999755859375,755.97998046875,755.97998046875,44700000
2021-01-07,777.6300048828125,816.989990234375,775.2000122070312,816.0399780273438,816.0399780273438,51498900
2021-01-08,856.0,884.489990234375,838.3900146484375,880.02001953125,880.02001953125,75055500
2021-01-11,849.4000244140625,854.4299926757812,803.6199951171875,811.1900024414062,811.1900024414062,59301600
2021-01-12,831.0,868.0,827.3400268554688,849.4400024414062,849.4400024414062,46270700
2021-01-13,852.760009765625,860.469970703125,832.0,854.4099731445312,854.4099731445312,33312500
2021-01-14,843.3900146484375,863.0,838.75,845.0,845.0,31266300
2021-01-15,852.0,859.9000244140625,819.0999755859375,826.1599731445312,826.1599731445312,38777600
2021-01-19,837.7999877929688,850.0,833.0,844.5499877929688,844.5499877929688,25367000
2021-01-20,858.739990234375,859.5,837.280029296875,850.4500122070312,850.4500122070312,25665900
2021-01-21,855.0,855.719970703125,841.4199829101562,844.989990234375,844.989990234375,20521100
2021-01-22,834.3099975585938,848.0,828.6199951171875,846.6400146484375,846.6400146484375,20066500
2021-01-25,855.0,900.4000244140625,838.8200073242188,880.7999877929688,880.7999877929688,41173400
2021-01-26,891.3800048828125,895.9000244140625,871.5999755859375,883.0900268554688,883.0900268554688,23131600
2021-01-27,870.3499755859375,891.5,858.6599731445312,864.1599731445312,864.1599731445312,27334000
2021-01-28,820.0,848.0,801.0,835.4299926757812,835.4299926757812,26378000
2021-01-29,830.0,842.4099731445312,780.0999755859375,793.530029296875,793.530029296875,34990800
2021-02-01,814.2899780273438,842.0,795.5599975585938,839.8099975585938,839.8099975585938,25391400
2021-02-02,844.6799926757812,880.5,842.2000122070312,872.7899780273438,872.7899780273438,24346200
2021-02-03,877.02001953125,878.0800170898438,853.0599975585938,854.6900024414062,854.6900024414062,18343500
2021-02-04,855.0,856.5,833.4199829101562,849.989990234375,849.989990234375,15812700
2021-02-05,845.0,864.77001953125,838.969970703125,852.22998046875,852.22998046875,18566600
2021-02-08,869.6699829101562,877.77001953125,854.75,863.4199829101562,863.4199829101562,20161700
2021-02-09,855.1199951171875,859.7999877929688,841.75,849.4600219726562,849.4600219726562,15157700
2021-02-10,843.6400146484375,844.8200073242188,800.02001953125,804.8200073242188,804.8200073242188,36216100
2021-02-11,812.4400024414062,829.8800048828125,801.72998046875,811.6599731445312,811.6599731445312,21622800
2021-02-12,801.260009765625,817.3300170898438,785.3300170898438,816.1199951171875,816.1199951171875,23768300
2021-02-16,818.0,821.0,792.4400024414062,796.219970703125,796.219970703125,19802300
2021-02-17,779.0900268554688,799.8400268554688,762.010009765625,798.1500244140625,798.1500244140625,25996500
2021-02-18,780.9000244140625,794.6900024414062,776.27001953125,787.3800048828125,787.3800048828125,17957100
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2022-05-10,819.3099975585938,825.3599853515625,774.25,800.0399780273438,800.0399780273438,28133900
2022-05-11,795.0,809.77001953125,727.2000122070312,734.0,734.0,32408200
2022-05-12,701.0,759.6599731445312,680.0,728.0,728.0,46771000
2022-05-13,773.47998046875,787.3499755859375,751.5700073242188,769.5900268554688,769.5900268554688,30716900
2022-05-16,767.1599731445312,769.760009765625,719.0900268554688,724.3699951171875,724.3699951171875,28699500
2022-05-17,747.3599853515625,764.47998046875,728.8499755859375,761.6099853515625,761.6099853515625,26745400
2022-05-18,744.52001953125,760.5,700.8099975585938,709.8099975585938,709.8099975585938,29270600
2022-05-19,707.0,734.0,694.1099853515625,709.4199829101562,709.4199829101562,30098900
2022-05-20,713.989990234375,721.5800170898438,633.0,663.9000244140625,663.9000244140625,48324400
2022-05-23,655.02001953125,679.9600219726562,638.0599975585938,674.9000244140625,674.9000244140625,29634500
2022-05-24,653.530029296875,653.9199829101562,620.5700073242188,628.1599731445312,628.1599731445312,29697500
2022-05-25,623.8499755859375,669.3200073242188,623.010009765625,658.7999877929688,658.7999877929688,30713100
2022-05-26,661.4199829101562,718.6699829101562,653.6599731445312,707.72998046875,707.72998046875,35334400
2022-05-27,723.25,759.7999877929688,720.530029296875,759.6300048828125,759.6300048828125,29765000
2022-05-31,773.8400268554688,778.7999877929688,734.22998046875,758.260009765625,758.260009765625,33971500
2022-06-01,755.1599731445312,771.97998046875,730.9199829101562,740.3699951171875,740.3699951171875,25749300
2022-06-02,732.469970703125,792.6300048828125,726.2000122070312,775.0,775.0,31157700
2022-06-03,729.6799926757812,743.3900146484375,700.25,703.5499877929688,703.5499877929688,37348100