modify dirs

This commit is contained in:
oscarz
2025-03-21 21:21:18 +08:00
parent 7c8b27339c
commit 564c7bd442
23 changed files with 975 additions and 7 deletions

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@ -17,6 +17,11 @@ log_dir_prefix = '../log'
global_share_data_dir = '/root/sharedata'
global_stock_data_dir = '/root/hostdir/stock_data'
# 获取当前文件所在目录
current_dir = os.path.dirname(os.path.abspath(__file__))
# 获取项目根目录(假设当前文件在 src/strategy 下)
project_root = os.path.abspath(os.path.join(current_dir, '..', '..'))
# 获取log目录
def get_log_directory():
"""

38
src/config/config.py Normal file
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@ -0,0 +1,38 @@
import os
from pathlib import Path
# MySQL 配置
db_config = {
'host': 'testdb',
'user': 'root',
'password': 'mysqlpw',
'database': 'stockdb'
}
global_share_data_dir = '/root/sharedata'
global_stock_data_dir = '/root/hostdir/stock_data'
# 获取当前文件所在目录
current_dir = Path(__file__).resolve().parent
# 找到项目根目录,假设项目根目录下有一个 src 文件夹
project_root = current_dir
while project_root.name != 'src' and project_root != project_root.parent:
project_root = project_root.parent
# 获取 src 目录
def get_src_directory():
return project_root
# 获取 src/config 目录
def get_src_config_directory():
return project_root / 'config'
# 获取 log 目录
def get_log_directory():
"""
获取与 src 平行的 log 目录路径。如果 log 目录不存在,则自动创建。
"""
log_dir = project_root.parent / 'log'
log_dir.mkdir(parents=True, exist_ok=True)
return log_dir

43
src/logger/logger.py Normal file
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@ -0,0 +1,43 @@
import logging
import os
import inspect
from datetime import datetime
from pathlib import Path
from src.config.config import get_log_directory, get_src_directory
def get_caller_filename():
# 获取调用栈
stack = inspect.stack()
# 当前脚本文件名
current_script = os.path.basename(__file__)
# 遍历栈帧,找到不是当前脚本的调用者
for frame_info in stack[1:]:
if os.path.basename(frame_info.filename) != current_script:
caller_path = Path(frame_info.filename)
# 尝试找到 src 目录
try:
relative_path = caller_path.relative_to(get_src_directory())
# 去除扩展名
relative_path_without_ext = relative_path.with_suffix('')
# 替换路径分隔符为下划线
return str(relative_path_without_ext).replace(os.sep, '-')
except ValueError:
# 如果无法获取相对于 src 的路径,使用原文件名
return os.path.splitext(os.path.basename(frame_info.filename))[0]
return None
# 设置日志配置
def setup_logging(log_filename=None):
# 如果未传入 log_filename则使用当前脚本名称作为日志文件名
if log_filename is None:
caller_filename = get_caller_filename()
common_log_dir = get_log_directory()
current_date = datetime.now().strftime('%Y%m%d')
# 拼接 log 文件名,将日期加在扩展名前
log_filename = f'{common_log_dir}/{caller_filename}_{current_date}.log'
logging.basicConfig(level=logging.INFO, format='%(asctime)s %(levelname)s [%(filename)s:%(lineno)d] (%(funcName)s) - %(message)s',
handlers=[
logging.FileHandler(log_filename),
logging.StreamHandler()
])

11
src/main.py Normal file
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@ -0,0 +1,11 @@
import logging
import src.config.config as config
import src.logger.logger as log_conf
log_conf.setup_logging()
def test():
logging.info(f'test logging')
if __name__ == "__main__":
test()

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@ -17,12 +17,12 @@ import pymysql
import pandas as pd
import time
from datetime import datetime
import logging
import config
import src.logger.logger as logger
import src.config.config as config
# 设置日志
config.setup_logging()
logger = logging.getLogger()
logger.setup_logging()
logger = logger.getLogger()
# 数据库连接函数
def connect_to_db():

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@ -18,16 +18,17 @@ import pymysql
import logging
import csv
import os
import config
import time
from datetime import datetime
from futu import OpenQuoteContext, RET_OK # Futu API client
from futu import *
import crawling.stock_hist_em as his_em
import argparse
import src.crawling.stock_hist_em as his_em
import src.logger.logger as logger
import src.config.config as config
# 配置日志
config.setup_logging()
logger.setup_logging()
current_date = datetime.now().strftime("%Y%m%d")
current_year = datetime.now().strftime("%Y")

11
src/static/test_log.py Normal file
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@ -0,0 +1,11 @@
import logging
import src.config.config as config
import src.config.log_config as log_conf
log_conf.setup_logging()
def test():
logging.info(f'test logging')
if __name__ == "__main__":
test()

255
src/strategy/KC.csv Normal file
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@ -0,0 +1,255 @@
Price,Close,High,Low,Open,Volume,5d_change,20d_change,60d_change
Ticker,KC,KC,KC,KC,KC,,,
Date,,,,,,,,
2024-01-02,3.5799999237060547,3.7100000381469727,3.549999952316284,3.7100000381469727,917800,,,
2024-01-03,3.4700000286102295,3.559999942779541,3.4000000953674316,3.5399999618530273,1431300,,,
2024-01-04,3.3299999237060547,3.490000009536743,3.3299999237060547,3.450000047683716,748200,,,
2024-01-05,3.180000066757202,3.309999942779541,3.0999999046325684,3.2799999713897705,1146300,,,
2024-01-08,3.1500000953674316,3.2049999237060547,3.0799999237060547,3.130000114440918,2150500,,,
2024-01-09,2.9200000762939453,3.069999933242798,2.8949999809265137,3.069999933242798,1732000,-18.43575032059974,,
2024-01-10,2.809999942779541,2.9600000381469727,2.694999933242798,2.9200000762939453,2184700,-19.020175227347913,,
2024-01-11,2.809999942779541,2.859999895095825,2.700000047683716,2.859999895095825,1579000,-15.615615400609094,,
2024-01-12,2.809999942779541,2.890000104904175,2.7799999713897705,2.7799999713897705,1014300,-11.635223780198467,,
2024-01-16,2.7300000190734863,2.7899999618530273,2.6700000762939453,2.700000047683716,1633100,-13.33333535169161,,
2024-01-17,2.700000047683716,2.7100000381469727,2.5199999809265137,2.5999999046325684,1735400,-7.534247358289548,,
2024-01-18,2.619999885559082,2.7899999618530273,2.5799999237060547,2.7100000381469727,1084800,-6.761568010301044,,
2024-01-19,2.6500000953674316,2.7149999141693115,2.559999942779541,2.7100000381469727,1124300,-5.693944863708566,,
2024-01-22,2.640000104904175,2.7100000381469727,2.5,2.5,1195900,-6.049816417690357,,
2024-01-23,2.819999933242798,2.990000009536743,2.7699999809265137,2.7799999713897705,1678000,3.296700129689234,,
2024-01-24,2.75,3.0250000953674316,2.740000009536743,3.009999990463257,1020300,1.8518500530834592,,
2024-01-25,2.690000057220459,2.7850000858306885,2.680000066757202,2.7699999809265137,781700,2.6717623938536716,,
2024-01-26,2.630000114440918,2.7100000381469727,2.609999895095825,2.6500000953674316,753700,-0.7547162342173674,,
2024-01-29,2.6500000953674316,2.6600000858306885,2.5450000762939453,2.609999895095825,577000,0.3787875024959364,,
2024-01-30,2.559999942779541,2.5999999046325684,2.4600000381469727,2.5799999237060547,1869900,-9.219858036105533,,
2024-01-31,2.5999999046325684,2.740000009536743,2.450000047683716,2.450000047683716,1252200,-5.454548922452062,-27.374302792134685,
2024-02-01,2.5999999046325684,2.740000009536743,2.5199999809265137,2.619999885559082,675400,-3.3457305083066324,-25.07204947563373,
2024-02-02,2.5799999237060547,2.5899999141693115,2.4700000286102295,2.5299999713897705,984400,-1.9011478539609161,-22.52252303853818,
2024-02-05,2.4800000190734863,2.569999933242798,2.4600000381469727,2.569999933242798,1112800,-6.415096987774794,-22.012579653733756,
2024-02-06,2.75,2.8299999237060547,2.609999895095825,2.619999885559082,1442200,7.421877401066057,-12.698415341500924,
2024-02-07,2.640000104904175,2.680000066757202,2.609999895095825,2.6700000762939453,844700,1.538469297646361,-9.58903986554499,
2024-02-08,2.630000114440918,2.7100000381469727,2.609999895095825,2.609999895095825,490200,1.153854265721188,-6.405687971672136,
2024-02-09,2.6700000762939453,2.700000047683716,2.640000104904175,2.6600000858306885,287800,3.4883781104384504,-4.982201755744997,
2024-02-12,2.759999990463257,2.8399999141693115,2.6600000858306885,2.680000066757202,543800,11.290321340173893,-1.7793577699089291,
2024-02-13,2.640000104904175,2.690000057220459,2.5899999141693115,2.6600000858306885,1151200,-3.9999961853027344,-3.296700129689223,
2024-02-14,2.690000057220459,2.7249999046325684,2.625,2.680000066757202,919200,1.8939375124797264,-0.37037001061669406,
2024-02-15,2.759999990463257,2.819999933242798,2.7049999237060547,2.7200000286102295,658800,4.942960850401867,5.343515687761191,
2024-02-16,2.809999942779541,2.930000066757202,2.799999952316284,2.869999885559082,658600,5.243440542515665,6.037729873738917,
2024-02-20,2.6600000858306885,2.7899999618530273,2.640000104904175,2.7799999713897705,459800,-3.6231849629747126,0.757575004991895,
2024-02-21,2.759999990463257,2.930000066757202,2.680000066757202,2.680000066757202,1117300,4.545450029951326,-2.127657595741339,
2024-02-22,2.950000047683716,3.009999990463257,2.8510000705718994,2.9000000953674316,1332500,9.665426949169342,7.272729006680567,
2024-02-23,3.049999952316284,3.1700000762939453,2.9600000381469727,3.119999885559082,1030700,10.507245030981016,13.382895443794451,
2024-02-26,3.119999885559082,3.255000114440918,3.049999952316284,3.059999942779541,876900,11.032026658082472,18.631169193782625,
2024-02-27,3.2300000190734863,3.430000066757202,3.2100000381469727,3.25,1126500,21.428568227462797,21.88678878615797,
2024-02-28,2.930000066757202,3.0899999141693115,2.8550000190734863,3.0899999141693115,1217500,6.159423075411374,14.453130165930016,
2024-02-29,2.869999885559082,3.0,2.869999885559082,2.9800000190734863,1285600,-2.7118698586953704,10.38461503192516,
2024-03-01,2.859999895095825,2.9600000381469727,2.8499999046325684,2.940000057220459,1046100,-6.22951017019413,10.000000000000009,
2024-03-04,2.7799999713897705,2.8550000190734863,2.7699999809265137,2.8299999237060547,812500,-10.897433546167768,7.75194006193709,
2024-03-05,2.490000009536743,2.734999895095825,2.3399999141693115,2.7200000286102295,4219300,-22.910216878234245,0.4032254188043316,
2024-03-06,2.6500000953674316,2.7899999618530273,2.5810000896453857,2.609999895095825,1839600,-9.556312798984424,-3.6363601684570312,
2024-03-07,2.5799999237060547,2.619999885559082,2.5199999809265137,2.5299999713897705,763800,-10.104528690478842,-2.2727340459820944,
2024-03-08,2.690000057220459,2.740000009536743,2.630000114440918,2.630000114440918,1148200,-5.94405049338893,2.281366546339325,
2024-03-11,3.4600000381469727,3.630000114440918,3.009999990463257,3.009999990463257,6546100,24.460434307747782,29.588012707084843,
2024-03-12,3.490000009536743,3.549999952316284,3.359999895095825,3.5299999713897705,2182900,40.16064241646517,26.449276144778477,
2024-03-13,3.3299999237060547,3.630000114440918,3.3299999237060547,3.4800000190734863,1456000,25.66036995724481,26.136355734233007,
2024-03-14,3.1600000858306885,3.25,3.109999895095825,3.240000009536743,1402700,22.480627103720586,17.47211965102611,
2024-03-15,3.069999933242798,3.2200000286102295,3.069999933242798,3.1500000953674316,1038900,14.126389142719486,11.231882023575967,
2024-03-18,3.369999885559082,3.4600000381469727,3.25,3.299999952316284,1772400,-2.6011604507406583,19.928823992274225,
2024-03-19,3.2200000286102295,3.299999952316284,3.059999942779541,3.299999952316284,1741800,-7.736389117155129,21.052628748493408,
2024-03-20,3.740000009536743,3.869999885559082,3.4000000953674316,3.4100000858306885,5240000,12.31231517189908,35.507247190569615,
2024-03-21,3.630000114440918,3.8399999141693115,3.5399999618530273,3.819999933242798,2577800,14.873418222920009,23.050849347989843,
2024-03-22,3.2799999713897705,3.509999990463257,3.200000047683716,3.509999990463257,2206500,6.84039227079567,7.540984349813362,
2024-03-25,3.059999942779541,3.2799999713897705,3.059999942779541,3.25,1761500,-9.198811670823314,-1.923075159625831,
2024-03-26,3.0,3.140000104904175,2.9700000286102295,3.140000104904175,1449400,-6.832298964456307,-7.120743582517408,
2024-03-27,2.930000066757202,3.009999990463257,2.859999895095825,2.9600000381469727,1336200,-21.657752425510612,0.0,
2024-03-28,3.0399999618530273,3.1549999713897705,2.9800000190734863,3.075000047683716,1692000,-16.253447217280893,5.923347842253612,-15.083798138576876
2024-04-01,3.1500000953674316,3.1989998817443848,3.015000104904175,3.109999895095825,1126400,-3.9634108889109676,10.13986751429199,-9.221900017417607
2024-04-02,3.190000057220459,3.25,3.059999942779541,3.1500000953674316,825500,4.2483698324135455,14.74820467806417,-4.204200291085469
2024-04-03,3.190000057220459,3.190000057220459,3.009999990463257,3.0999999046325684,770200,6.333335240681959,28.112451606534282,0.3144651023059275
2024-04-04,3.0799999237060547,3.25,3.059999942779541,3.2300000190734863,702600,5.119448925981285,16.22640803260054,-2.2222276045109735
2024-04-05,3.0799999237060547,3.134999990463257,3.0299999713897705,3.049999952316284,635000,1.3157882353605599,19.37984553432748,5.4794466860145
2024-04-08,2.9700000286102295,3.0999999046325684,2.9600000381469727,3.0899999141693115,710700,-5.714287660559769,10.408920648094355,5.693953348355674
2024-04-09,3.0,3.059999942779541,2.950000047683716,2.950000047683716,492100,-5.956114539571877,-13.294798643797956,6.761568010301033
2024-04-10,2.9200000762939453,3.015000104904175,2.859999895095825,2.940000057220459,729900,-8.463949093523615,-16.332376266052183,3.9145955784467557
2024-04-11,2.930000066757202,3.015000104904175,2.890000104904175,3.009999990463257,598000,-4.870125346248811,-12.012007991390005,7.326009021479507
2024-04-12,2.700000047683716,2.8499999046325684,2.6549999713897705,2.8499999046325684,1080500,-12.337658618026804,-14.556962837108578,0.0
2024-04-15,2.5899999141693115,2.690000057220459,2.509999990463257,2.680000066757202,1051000,-12.794616524590873,-15.63518011436792,-1.1450371259603576
2024-04-16,2.5899999141693115,2.615000009536743,2.505000114440918,2.5299999713897705,917900,-13.666669527689612,-23.145400530491965,-2.2641576995792834
2024-04-17,2.609999895095825,2.755000114440918,2.609999895095825,2.680000066757202,812800,-10.616444284192328,-18.944103356970587,-1.136371538494263
2024-04-18,2.6600000858306885,2.694999933242798,2.5799999237060547,2.609999895095825,889700,-9.215016203919003,-28.877003234014143,-5.67375358864356
2024-04-19,2.6500000953674316,2.680000066757202,2.5899999141693115,2.609999895095825,555100,-1.8518500530834592,-26.99724485337718,-3.6363601684570312
2024-04-22,2.740000009536743,2.819999933242798,2.634999990463257,2.7100000381469727,677500,5.791509665572359,-16.46341361473317,1.8587342473125545
2024-04-23,2.8299999237060547,2.890000104904175,2.7799999713897705,2.7799999713897705,763600,9.266409941705266,-7.516340633149376,7.60455515446441
2024-04-24,2.9000000953674316,2.9749999046325684,2.809999942779541,2.9100000858306885,617900,11.111119230943856,-3.3333301544189453,9.433961924644251
2024-04-25,2.869999885559082,2.9000000953674316,2.8299999237060547,2.8299999237060547,310800,7.894729058356886,-2.047787707545201,12.1093730354914
2024-04-26,3.1600000858306885,3.315000057220459,3.049999952316284,3.049999952316284,2207800,19.245281966397187,3.947372548798156,21.53846929764636
2024-04-29,3.1500000953674316,3.2249999046325684,3.0929999351501465,3.1700000762939453,772200,14.963506730060484,0.0,21.153854265721183
2024-04-30,3.069999933242798,3.1449999809265137,3.0399999618530273,3.059999942779541,536700,8.480565936639639,-3.7617593048641096,18.992248993282136
2024-05-01,3.119999885559082,3.2249999046325684,3.0399999618530273,3.059999942779541,450000,7.586199412306449,-2.194362708644282,25.806446030782524
2024-05-02,3.490000009536743,3.509999990463257,3.3299999237060547,3.369999885559082,1598200,21.602792637633982,13.311691428139705,26.909091255881567
2024-05-03,3.390000104904175,3.5899999141693115,3.390000104904175,3.549999952316284,638600,7.2784814185542945,10.064941197307164,28.4090897802151
2024-05-06,3.3499999046325684,3.440000057220459,3.2799999713897705,3.430000066757202,540800,6.3492001019069155,12.794608497029358,27.376416686761516
2024-05-07,3.200000047683716,3.2850000858306885,3.1700000762939453,3.2699999809265137,649700,4.234531507093564,6.666668256123853,19.850185627164073
2024-05-08,3.2200000286102295,3.259999990463257,3.0950000286102295,3.119999885559082,375100,3.2051329076644652,10.273970701296808,16.66666810639239
2024-05-09,3.319999933242798,3.4700000286102295,3.2899999618530273,3.299999952316284,705900,-4.871062344682075,13.310575344704034,25.75756823173707
2024-05-10,3.2300000190734863,3.450000047683716,3.2149999141693115,3.380000114440918,827300,-4.719766397624081,19.629628223319795,20.074347597263696
2024-05-13,3.5999999046325684,3.674999952316284,3.359999895095825,3.359999895095825,1827300,7.462686779611127,38.99613992022828,30.434779604050654
2024-05-14,3.384999990463257,3.4600000381469727,3.240000009536743,3.4100000858306885,1399300,5.781248125713345,30.694984657902012,20.462635565570466
2024-05-15,3.380000114440918,3.440000057220459,3.3399999141693115,3.440000057220459,392400,4.9689467207783,29.501925298614708,27.067669375107606
2024-05-16,3.559999942779541,3.5799999237060547,3.378999948501587,3.450000047683716,783300,7.228916095257998,33.83457999655637,28.985505618860774
2024-05-17,3.5999999046325684,3.7300000190734863,3.5350000858306885,3.5999999046325684,1123700,11.455104748427058,35.84904811610643,22.033893099738087
2024-05-20,3.3399999141693115,3.5,3.299999952316284,3.5,1085400,-7.222222148636237,21.897806662198207,9.508195619242233
2024-05-21,3.190000057220459,3.259999990463257,3.130000114440918,3.200000047683716,1024300,-5.76070705442191,12.720853117301933,2.243595327851544
2024-05-22,2.9800000190734863,3.380000114440918,2.940000057220459,3.380000114440918,1762700,-11.834321947459314,2.758617968111432,-7.739938034790217
2024-05-23,2.9049999713897705,2.9800000190734863,2.8550000190734863,2.950000047683716,1177900,-18.39887589656437,1.2195152343662974,-0.85324555623989
2024-05-24,2.859999895095825,2.9000000953674316,2.819999933242798,2.9000000953674316,551800,-20.555556365001372,-9.493676664125793,-0.3484317373521062
2024-05-28,2.9200000762939453,2.9700000286102295,2.869999885559082,2.869999885559082,836700,-12.574845768516251,-7.301587686036493,2.0979085104515294
2024-05-29,2.869999885559082,2.9700000286102295,2.8299999237060547,2.869999885559082,716400,-10.031353163679956,-6.514659675332912,3.2374070178252223
2024-05-30,2.930000066757202,2.9800000190734863,2.8499999046325684,2.859999895095825,822600,-1.677850738129516,-6.089738005481793,17.670684961255056
2024-05-31,2.8299999237060547,2.9700000286102295,2.799999952316284,2.9100000858306885,1145800,-2.5817572606665284,-18.911177192755822,6.792446107956285
2024-06-03,2.75,2.880000114440918,2.700000047683716,2.859999895095825,1008100,-3.846150319251662,-18.879058557500127,6.5891504388010835
2024-06-04,2.740000009536743,2.8299999237060547,2.690000057220459,2.8299999237060547,841500,-6.164385686785934,-18.208952610783157,1.8587342473125545
2024-06-05,2.799999952316284,2.809999942779541,2.6500000953674316,2.740000009536743,825500,-2.43902216146471,-12.50000279396768,-19.07514677902016
2024-06-06,2.7799999713897705,2.819999933242798,2.680000066757202,2.819999933242798,492100,-5.11945706313397,-13.664597928912613,-20.343840578992346
2024-06-07,2.6500000953674316,2.7750000953674316,2.630000114440918,2.7300000190734863,539800,-6.360418133965973,-20.18071841407979,-20.420415733278197
2024-06-10,2.700000047683716,2.7049999237060547,2.630000114440918,2.640000104904175,496300,-1.8181800842285156,-16.408667747989647,-14.556962837108578
2024-06-11,2.809999942779541,2.880000114440918,2.680000066757202,2.680000066757202,1055100,2.554742080261274,-21.94444396613555,-8.46905524810948
2024-06-12,2.859999895095825,2.9200000762939453,2.799999952316284,2.859999895095825,1160100,2.142855135761934,-15.509604042733905,-15.13353138819612
2024-06-13,2.8499999046325684,2.9800000190734863,2.8299999237060547,2.9100000858306885,649900,2.517983236086274,-15.680479049214957,-11.490686977954944
2024-06-14,2.9200000762939453,3.009999990463257,2.890000104904175,2.9200000762939453,1406000,10.18867815886162,-17.9775246284387,-21.92513184898006
2024-06-17,2.819999933242798,2.930000066757202,2.7149999141693115,2.930000066757202,1379800,4.444440127400284,-21.66666644590872,-22.314053874978292
2024-06-18,2.680000066757202,2.809999942779541,2.640000104904175,2.7899999618530273,1200400,-4.626330201763206,-19.760474981217403,-18.29268017884592
2024-06-20,2.630000114440918,2.740999937057495,2.5999999046325684,2.7100000381469727,821600,-8.041950667526198,-17.554856825535147,-14.052282234621028
2024-06-21,2.5899999141693115,2.680000066757202,2.549999952316284,2.640000104904175,1192800,-9.122806988191002,-13.087251758657036,-13.666669527689612
2024-06-24,2.569999933242798,2.6649999618530273,2.5399999618530273,2.619999885559082,760300,-11.986305955695952,-11.531843079045078,-12.286693696660455
2024-06-25,2.5799999237060547,2.5899999141693115,2.509999990463257,2.5299999713897705,846500,-8.510638837525086,-9.790209148954842,-15.131580392079357
2024-06-26,2.6600000858306885,2.6700000762939453,2.5510001182556152,2.5999999046325684,670800,-0.7462679264300776,-8.904109029793172,-15.555555387359032
2024-06-27,2.5899999141693115,2.6600000858306885,2.5799999237060547,2.640000104904175,561100,-1.520920096237699,-9.756096953126736,-18.80878157644753
2024-06-28,2.509999990463257,2.5999999046325684,2.5,2.5999999046325684,858100,-3.088800245451473,-14.33447326705297,-21.316616130399268
2024-07-01,2.4800000190734863,2.569999933242798,2.450000047683716,2.569999933242798,792500,-3.501942276541248,-12.367488129618831,-19.48051686672153
2024-07-02,2.450000047683716,2.490000009536743,2.4100000858306885,2.490000009536743,504800,-5.038755033589293,-10.90908917513761,-20.454541935971292
2024-07-03,2.5899999141693115,2.690000057220459,2.5,2.5,1153700,-2.6315853158898173,-5.474456016253537,-12.794616524590873
2024-07-05,2.5799999237060547,2.6500000953674316,2.555000066757202,2.630000114440918,608300,-0.3861000306814355,-7.857144012743134,-14.000002543131506
2024-07-08,2.549999952316284,2.6050000190734863,2.505000114440918,2.549999952316284,618900,1.5936239842632371,-8.273382066205748,-12.67123679144776
2024-07-09,2.75,2.7799999713897705,2.5450000762939453,2.569999933242798,1097900,10.88709592136956,3.773581171086837,-6.143346848330222
2024-07-10,2.7300000190734863,2.7899999618530273,2.680000066757202,2.7300000190734863,819500,11.428570038375652,1.111110031850071,1.111110031850071
2024-07-11,2.7300000190734863,2.8499999046325684,2.700000047683716,2.7699999809265137,648800,5.405409634890934,-2.846972431854289,5.405409634890934
2024-07-12,2.7799999713897705,2.934999942779541,2.755000114440918,2.869999885559082,739800,7.75194006193709,-2.797200232183028,7.335909788298101
2024-07-15,2.700000047683716,2.75,2.625,2.75,764400,5.882356791072851,-5.263153051515312,3.4482818469456777
2024-07-16,2.75,2.7699999809265137,2.690000057220459,2.690000057220459,521500,0.0,-5.821920268910019,3.3834553107243703
2024-07-17,2.640000104904175,2.7049999237060547,2.5799999237060547,2.690000057220459,425000,-3.296700129689223,-6.382972787224006,-0.3773581171086837
2024-07-18,2.690000057220459,2.809999942779541,2.561000108718872,2.5799999237060547,1319200,-1.4652000576396595,0.3731339632150332,-1.8248157716151847
2024-07-19,2.640000104904175,2.6600000858306885,2.609999895095825,2.6600000858306885,490000,-5.035966472172559,0.38022775772321715,-6.713774696964081
2024-07-22,2.640000104904175,2.7799999713897705,2.630000114440918,2.7799999713897705,548300,-2.222220063700142,1.9305093587580258,-8.965516617692204
2024-07-23,2.569999933242798,2.609999895095825,2.4800000190734863,2.609999895095825,672300,-6.545456972989172,0.0,-10.452960427830938
2024-07-24,2.5299999713897705,2.569999933242798,2.505000114440918,2.549999952316284,569700,-4.166671558461809,-1.9379827052266485,-19.93671194079433
2024-07-25,2.490000009536743,2.5399999618530273,2.4700000286102295,2.490000009536743,461400,-7.434945852394259,-6.390980105583576,-20.952383042823453
2024-07-26,2.630000114440918,2.6649999618530273,2.490000009536743,2.5,677900,-0.3787875024959475,1.5444093280765792,-14.332241966439208
2024-07-29,2.559999942779541,2.6500000953674316,2.549999952316284,2.630000114440918,481500,-3.0303090509739783,1.9920299803290353,-17.948716773083884
2024-07-30,2.5999999046325684,2.6449999809265137,2.5199999809265137,2.5399999618530273,623900,1.167314092180427,4.8387050256521125,-25.50143560092173
2024-07-31,2.700000047683716,2.75,2.619999885559082,2.690000057220459,592800,6.719370680489045,10.20408143405367,-20.353983358946337
2024-08-01,2.490000009536743,2.694999933242798,2.430000066757202,2.690000057220459,928400,0.0,-3.861000306814344,-25.671639390394276
2024-08-02,2.450000047683716,2.4800000190734863,2.4100000858306885,2.4600000381469727,540200,-6.8441087043627835,-5.038755033589293,-23.437499650754035
2024-08-05,2.4000000953674316,2.4000000953674316,2.240000009536743,2.369999885559082,1099000,-6.249994179233775,-5.882347441324487,-25.465836209843594
2024-08-06,2.430000066757202,2.5199999809265137,2.369999885559082,2.4200000762939453,799100,-6.538455542727817,-11.636361208829015,-26.807225433173176
2024-08-07,2.359999895095825,2.5299999713897705,2.3299999237060547,2.4600000381469727,654000,-12.592598021602663,-13.55311799972927,-26.93498819938761
2024-08-08,2.4700000286102295,2.4700000286102295,2.375,2.380000114440918,599000,-0.8032120823258437,-9.523809107938986,-31.38888627658649
2024-08-09,2.430000066757202,2.4700000286102295,2.4210000038146973,2.440000057220459,272800,-0.8163257362146625,-12.58992475663938,-28.212700927522228
2024-08-12,2.5299999713897705,2.640000104904175,2.440000057220459,2.5199999809265137,1122000,5.416661285692004,-6.296299010801332,-25.147932374900083
2024-08-13,2.4100000858306885,2.569999933242798,2.3299999237060547,2.5299999713897705,1306200,-0.8230444599618192,-12.363633242520422,-32.30336728744347
2024-08-14,2.3499999046325684,2.4100000858306885,2.3399999141693115,2.380000114440918,753600,-0.4237284282951559,-10.984855634395242,-34.722223142047014
2024-08-15,2.4000000953674316,2.4149999618530273,2.3499999046325684,2.390000104904175,674800,-2.834005361618719,-10.780667497556873,-28.143707872988564
2024-08-16,2.4700000286102295,2.505000114440918,2.3499999046325684,2.359999895095825,1797300,1.6460889199236384,-6.439396573437484,-22.570533407375127
2024-08-19,2.5299999713897705,2.5789999961853027,2.450000047683716,2.490000009536743,984700,0.0,-4.166671558461809,-15.10067264441245
2024-08-20,2.369999885559082,2.5799999237060547,2.3299999237060547,2.5799999237060547,1294300,-1.6597592882582446,-7.782103224857206,-18.416526371762444
2024-08-21,2.4700000286102295,2.559999942779541,2.3399999141693115,2.3399999141693115,1294700,5.106388461595435,-2.3715392671163626,-13.636359468206505
2024-08-22,2.440000057220459,2.4700000286102295,2.359999895095825,2.4700000286102295,626800,1.6666650109821601,-2.008030205814604,-16.43835638808273
2024-08-23,2.5199999809265137,2.575000047683716,2.359999895095825,2.4800000190734863,836300,2.024289544013369,-4.182514400300241,-12.195119114591446
2024-08-26,2.6600000858306885,2.7200000286102295,2.4800000190734863,2.5199999809265137,1208000,5.138344502411463,3.9062556752470723,-9.215016203919003
2024-08-27,2.549999952316284,2.6700000762939453,2.5,2.6700000762939453,876100,7.594939892359531,-1.923075159625831,-9.893992188632073
2024-08-28,2.380000114440918,2.509999990463257,2.359999895095825,2.5,819600,-3.6437211792240687,-11.851849170051699,-13.454541293057531
2024-08-29,2.450000047683716,2.5190000534057617,2.390000104904175,2.4100000858306885,1088700,0.40983566511259006,-1.6064241646516764,-10.583940176776064
2024-08-30,2.3299999237060547,2.4749999046325684,2.200000047683716,2.450000047683716,2068300,-7.539684867402374,-4.897964148658362,-16.785715593367236
2024-09-03,2.2300000190734863,2.2899999618530273,2.2200000286102295,2.25,841100,-16.165415521891536,-7.083336230781223,-19.78417115023673
2024-09-04,2.1500000953674316,2.2300000190734863,2.119999885559082,2.2300000190734863,1629600,-15.686269193280333,-11.522632250929366,-18.867923849288516
2024-09-05,2.1600000858306885,2.1700000762939453,2.119999885559082,2.1600000858306885,830100,-9.24369823662422,-8.474568565903095,-19.999998233936477
2024-09-06,2.0899999141693115,2.140000104904175,2.0199999809265137,2.140000104904175,1429400,-14.693882714604701,-15.384619839649517,-25.6227773406299
2024-09-09,2.25,2.259999990463257,2.0799999237060547,2.0999999046325684,1080200,-3.433473232857809,-7.40740995112027,-21.32866844302408
2024-09-10,2.240000009536743,2.2799999713897705,2.1700000762939453,2.25,680300,0.448430061781413,-11.462449214721747,-21.40350580729119
2024-09-11,2.200000047683716,2.2799999713897705,2.1700000762939453,2.2799999713897705,950000,2.325579074346007,-8.713694218587086,-24.657534582124097
2024-09-12,2.200000047683716,2.2200000286102295,2.180000066757202,2.190000057220459,431000,1.851850012202405,-6.3829728951544595,-21.985812065113297
2024-09-13,2.25,2.2899999618530273,2.174999952316284,2.200000047683716,605700,7.655506813467117,-6.250003725290155,-16.044778210677503
2024-09-16,2.180000066757202,2.259999990463257,2.1600000858306885,2.259999990463257,498800,-3.1111081441243527,-11.740889007851496,-17.110267228234566
2024-09-17,2.2200000286102295,2.299999952316284,2.1700000762939453,2.190000057220459,1128600,-0.8928562875609058,-12.25296230376054,-14.285710340563917
2024-09-18,2.180000066757202,2.244999885559082,2.174999952316284,2.2200000286102295,688000,-0.9090900224102638,-8.016870378753582,-15.175092475333186
2024-09-19,2.2200000286102295,2.2899999618530273,2.2049999237060547,2.25,1452400,0.9090900224102638,-10.121457372640808,-13.953484718662368
2024-09-20,2.2100000381469727,2.2699999809265137,2.174999952316284,2.25,702400,-1.7777760823567745,-9.42623006884239,-16.917294479830282
2024-09-23,2.2300000190734863,2.2699999809265137,2.174999952316284,2.25,1027200,2.293575724089769,-11.507935081269515,-13.899610309882481
2024-09-24,2.549999952316284,2.569999933242798,2.3299999237060547,2.3399999141693115,4413600,14.864861236629888,-4.135343231767319,1.5936239842632371
2024-09-25,2.4600000381469727,2.5199999809265137,2.434999942779541,2.4600000381469727,1834200,12.844034991534503,-3.529408464794692,-0.8064508376086854
2024-09-26,2.7899999618530273,2.859999895095825,2.625,2.630000114440918,6148200,25.675672337699517,17.226883516701918,13.877547247019638
2024-09-27,2.950000047683716,3.0299999713897705,2.8350000381469727,2.9100000858306885,3284300,33.48416274948185,20.40816286810734,13.89961951523333
2024-09-30,2.940000057220459,3.2850000858306885,2.884999990463257,3.25,4964400,31.8385664607286,26.180264098212902,13.953493959692853
2024-10-01,3.190000057220459,3.200000047683716,2.9200000762939453,2.9800000190734863,3476300,25.098043798896263,43.049328696680035,25.098043798896263
2024-10-02,3.9200000762939453,4.039999961853027,3.5899999141693115,3.759999990463257,10633800,59.34959412629672,82.32557685649886,42.545457319779835
2024-10-03,3.8299999237060547,4.150000095367432,3.569999933242798,3.5799999237060547,4321600,37.27598480547265,77.31480423683044,40.29303651821543
2024-10-04,3.9000000953674316,4.139999866485596,3.8299999237060547,4.090000152587891,3603200,32.20339092637092,86.60288303971153,42.85714535236607
2024-10-07,4.159999847412109,4.164999961853027,3.880000114440918,4.119999885559082,5421800,41.49659069547995,84.88888210720486,49.64028382102654
2024-10-08,3.5399999618530273,3.674999952316284,3.4000000953674316,3.640000104904175,5342700,10.97178364747533,58.035711909891404,31.1111073827548
2024-10-09,3.450000047683716,3.5299999713897705,3.2699999809265137,3.390000104904175,2614800,-11.98979641486584,56.81818058668091,25.454547188498754
2024-10-10,3.1700000762939453,3.440000057220459,3.130000114440918,3.440000057220459,3688300,-17.232372338364655,44.09090943572935,20.075755694297914
2024-10-11,3.2300000190734863,3.259999990463257,3.049999952316284,3.0899999141693115,2806900,-17.179488715648926,43.55555640326605,20.074347597263696
2024-10-14,2.940000057220459,3.0899999141693115,2.9100000858306885,3.0899999141693115,3041400,-29.326919109158112,34.86238381605986,11.363634105884767
2024-10-15,2.7300000190734863,2.819999933242798,2.680000066757202,2.809999942779541,2695100,-22.88135456237529,22.972972247325973,3.4090875224634942
2024-10-16,2.75,2.8299999237060547,2.740000009536743,2.7699999809265137,1781900,-20.28985617416691,26.14678512788695,7.003893830070251
2024-10-17,2.680000066757202,2.700000047683716,2.6500000953674316,2.6700000762939453,1663100,-15.45741317803384,20.720722172014703,5.928857591450254
2024-10-18,2.7799999713897705,2.940000057220459,2.7750000953674316,2.869999885559082,2279300,-13.931889938898411,25.79185173773697,11.646584768767966
2024-10-21,2.7699999809265137,2.8389999866485596,2.7200000286102295,2.740000009536743,1781700,-5.782315407662509,24.21524471902852,5.3231886081250845
2024-10-22,2.819999933242798,2.9100000858306885,2.765000104904175,2.7799999713897705,2573400,3.296700129689234,10.588234744132441,10.156249854480848
2024-10-23,2.6600000858306885,2.8399999141693115,2.630000114440918,2.8399999141693115,2110900,-3.272724151611328,8.130083113103058,2.3076993614966845
2024-10-24,2.5999999046325684,2.6700000762939453,2.571000099182129,2.630000114440918,1115700,-2.98508060193573,-6.810037986318362,-3.7037089364844955
2024-10-25,2.6600000858306885,2.7699999809265137,2.6600000858306885,2.6600000858306885,1523200,-4.316542690433622,-9.830507022558521,6.8273122748129245
2024-10-28,2.8299999237060547,2.890000104904175,2.7100000381469727,2.7100000381469727,3113700,2.166062931143853,-3.741501067125863,15.510198719448965
2024-10-29,2.930000066757202,3.0899999141693115,2.890000104904175,2.9700000286102295,3323700,3.900714046752185,-8.150469774279646,22.0833312637277
2024-10-30,2.859999895095825,2.9200000762939453,2.805000066757202,2.9100000858306885,2951400,7.518789579387519,-27.04082042264315,17.69546570064302
2024-10-31,2.75,2.859999895095825,2.700000047683716,2.8399999141693115,2341900,5.769234648823174,-28.198431990071825,16.525428908476258
2024-11-01,2.809999942779541,2.8499999046325684,2.759999990463257,2.7899999618530273,2485400,5.639092184540639,-27.948721177792645,13.765178551864876
2024-11-04,2.7699999809265137,2.9000000953674316,2.740000009536743,2.859999895095825,2512500,-2.1201393779886613,-33.41345955457906,13.991765630814834
2024-11-05,3.309999942779541,3.319999933242798,3.0799999237060547,3.0999999046325684,5706200,12.969278749638601,-6.497175750055428,30.83003874349073
2024-11-06,3.7699999809265137,3.7899999618530273,3.5399999618530273,3.6500000953674316,5565500,31.818185986338943,9.275360255651055,56.43152890706453
2024-11-07,4.230000019073486,4.300000190734863,4.039999961853027,4.039999961853027,4343000,53.81818251176313,33.43848319457423,80.00000811637749
2024-11-08,4.090000152587891,4.170000076293945,3.890000104904175,4.025000095367432,2797900,45.55160981755124,26.625390973251207,70.41666625274554
2024-11-11,4.800000190734863,4.800000190734863,4.150000095367432,4.179999828338623,4405600,73.28520663488784,63.26530943243891,94.33198927676256
2024-11-12,4.079999923706055,4.599999904632568,3.8299999237060547,4.550000190734863,4297600,23.262839705063975,49.45054561174451,61.26482094246206
2024-11-13,4.449999809265137,4.650000095367432,4.275000095367432,4.289999961853027,3267500,18.037130816417314,61.8181748823686,87.76371409888839
2024-11-14,4.650000095367432,4.949999809265137,4.480000019073486,4.630000114440918,3882700,9.929079773052575,73.507461923086,88.25911099214849
2024-11-15,5.050000190734863,5.15500020980835,4.90500020980835,4.980000019073486,5082600,23.471882697597124,81.65468498944912,106.9672160781669
2024-11-18,4.340000152587891,4.489999771118164,4.210000038146973,4.389999866485596,3118100,-9.583333747254464,56.67870694844701,72.22222958082041
2024-11-19,4.590000152587891,4.670000076293945,4.304999828338623,4.400000095367432,2869600,12.500005843592742,62.76596671084738,72.556391145923
2024-11-20,6.53000020980835,6.539000034332275,5.559999942779541,5.679999828338623,11658900,46.74158403810582,145.4887217708154,156.07844438886536
2024-11-21,5.78000020980835,6.489999771118164,5.439000129699707,6.489999771118164,7287600,24.301077231518377,122.30770853144234,142.85713999497517
2024-11-22,7.210000038146973,7.239999771118164,6.110000133514404,6.179999828338623,7778700,42.77227259070244,171.05262426694134,194.28571011512696
2024-11-25,6.949999809265137,7.150000095367432,6.510000228881836,6.75,4600600,60.13823882289346,145.58303875018112,198.28326338357112
2024-11-26,5.96999979019165,6.295000076293945,5.809999942779541,6.239999771118164,4520200,30.065350582302308,103.75425440856691,167.71299278607395
2024-11-27,7.010000228881836,7.300000190734863,6.170000076293945,6.230000019073486,4542700,7.350689183018777,145.1049120981511,226.04650781114674
2024-11-29,6.690000057220459,7.150000095367432,6.619999885559082,6.96999979019165,3338900,15.74394142525961,143.27272935347125,209.72221256406257
2024-12-02,7.420000076293945,7.78000020980835,7.170000076293945,7.53000020980835,4929200,2.912621872897314,164.05694759389831,255.02394167528416
2024-12-03,7.519999980926514,7.690000057220459,7.179999828338623,7.230000019073486,2634000,8.201441543947997,171.480145585099,234.22222137451172
2024-12-04,8.15999984741211,8.350000381469727,8.010000228881836,8.119999885559082,4795400,36.6834193330877,146.52567941012796,264.2857059228177
2024-12-05,8.920000076293945,9.460000038146973,8.75,9.170000076293945,5452500,27.24678723322629,136.60477775657097,305.4545401344615
2024-12-06,9.25,9.449999809265137,8.631999969482422,8.819999694824219,4882500,38.26606757673425,118.6761219454099,320.45453634143877
2024-12-09,9.0,9.699999809265137,8.890000343322754,9.65999984741211,4254100,21.293799291916105,120.04889154601561,300.0
2024-12-10,9.020000457763672,9.239999771118164,8.760000228881836,8.819999694824219,2611800,19.94681490215042,87.91666873627231,313.7614762178021
2024-12-11,9.260000228881836,9.289999961853027,8.850000381469727,9.1899995803833,2053300,13.480397083813479,126.96079416762696,317.1171220515166
2024-12-12,9.630000114440918,9.664999961853027,9.109999656677246,9.399999618530273,3672300,7.959641615182145,116.40450622920801,341.74311098832925
2024-12-13,9.15999984741211,9.392000198364258,9.039999961853027,9.270000457763672,2790300,-0.9729746225717872,96.98923999029098,312.6126004217431
2024-12-16,8.9399995803833,8.949999809265137,8.640000343322754,8.869999885559082,2601500,-0.6666713290744308,77.02968797477163,304.5248609081137
2024-12-17,8.489999771118164,8.680000305175781,8.0600004196167,8.300000190734863,4074700,-5.875838799867539,95.62210766411327,280.71747526915107
2024-12-18,8.4399995803833,8.729999542236328,8.354999542236328,8.489999771118164,2013500,-8.85529836101907,83.87798038796883,230.98038189047236
2024-12-19,8.399999618530273,8.4399995803833,8.140000343322754,8.220000267028809,2438600,-12.772590667638362,28.63704974944874,241.4633938322084
2024-12-20,9.579999923706055,9.770000457763672,8.840999603271484,8.960000038146973,4768400,4.585153747711068,65.74393730037085,243.36917758749107
2024-12-23,9.3100004196167,9.510000228881836,8.960000038146973,9.460000038146973,2270800,4.138712042506998,29.12621872897303,215.593229462038
2024-12-24,8.920000076293945,9.100000381469727,8.869999885559082,8.984999656677246,960700,5.064785827657903,28.345328361053703,203.40135723422773
2024-12-26,10.199999809265137,10.489999771118164,9.550999641418457,10.100000381469727,7568800,20.853084317356153,70.85427416635963,219.7492045863064
2024-12-27,12.569999694824219,12.84000015258789,11.600000381469727,11.760000228881836,10806100,49.642860305552716,79.3152537004875,220.66325128004013
2024-12-30,11.460000038146973,11.770000457763672,11.199999809265137,11.760000228881836,4605700,19.624218469864395,71.30044753554665,199.21671713919613
2024-12-31,10.489999771118164,11.460000038146973,10.399999618530273,11.329999923706055,3323300,12.6745359647368,41.37465853447251,168.9743465283138
1 Price Close High Low Open Volume 5d_change 20d_change 60d_change
2 Ticker KC KC KC KC KC
3 Date
4 2024-01-02 3.5799999237060547 3.7100000381469727 3.549999952316284 3.7100000381469727 917800
5 2024-01-03 3.4700000286102295 3.559999942779541 3.4000000953674316 3.5399999618530273 1431300
6 2024-01-04 3.3299999237060547 3.490000009536743 3.3299999237060547 3.450000047683716 748200
7 2024-01-05 3.180000066757202 3.309999942779541 3.0999999046325684 3.2799999713897705 1146300
8 2024-01-08 3.1500000953674316 3.2049999237060547 3.0799999237060547 3.130000114440918 2150500
9 2024-01-09 2.9200000762939453 3.069999933242798 2.8949999809265137 3.069999933242798 1732000 -18.43575032059974
10 2024-01-10 2.809999942779541 2.9600000381469727 2.694999933242798 2.9200000762939453 2184700 -19.020175227347913
11 2024-01-11 2.809999942779541 2.859999895095825 2.700000047683716 2.859999895095825 1579000 -15.615615400609094
12 2024-01-12 2.809999942779541 2.890000104904175 2.7799999713897705 2.7799999713897705 1014300 -11.635223780198467
13 2024-01-16 2.7300000190734863 2.7899999618530273 2.6700000762939453 2.700000047683716 1633100 -13.33333535169161
14 2024-01-17 2.700000047683716 2.7100000381469727 2.5199999809265137 2.5999999046325684 1735400 -7.534247358289548
15 2024-01-18 2.619999885559082 2.7899999618530273 2.5799999237060547 2.7100000381469727 1084800 -6.761568010301044
16 2024-01-19 2.6500000953674316 2.7149999141693115 2.559999942779541 2.7100000381469727 1124300 -5.693944863708566
17 2024-01-22 2.640000104904175 2.7100000381469727 2.5 2.5 1195900 -6.049816417690357
18 2024-01-23 2.819999933242798 2.990000009536743 2.7699999809265137 2.7799999713897705 1678000 3.296700129689234
19 2024-01-24 2.75 3.0250000953674316 2.740000009536743 3.009999990463257 1020300 1.8518500530834592
20 2024-01-25 2.690000057220459 2.7850000858306885 2.680000066757202 2.7699999809265137 781700 2.6717623938536716
21 2024-01-26 2.630000114440918 2.7100000381469727 2.609999895095825 2.6500000953674316 753700 -0.7547162342173674
22 2024-01-29 2.6500000953674316 2.6600000858306885 2.5450000762939453 2.609999895095825 577000 0.3787875024959364
23 2024-01-30 2.559999942779541 2.5999999046325684 2.4600000381469727 2.5799999237060547 1869900 -9.219858036105533
24 2024-01-31 2.5999999046325684 2.740000009536743 2.450000047683716 2.450000047683716 1252200 -5.454548922452062 -27.374302792134685
25 2024-02-01 2.5999999046325684 2.740000009536743 2.5199999809265137 2.619999885559082 675400 -3.3457305083066324 -25.07204947563373
26 2024-02-02 2.5799999237060547 2.5899999141693115 2.4700000286102295 2.5299999713897705 984400 -1.9011478539609161 -22.52252303853818
27 2024-02-05 2.4800000190734863 2.569999933242798 2.4600000381469727 2.569999933242798 1112800 -6.415096987774794 -22.012579653733756
28 2024-02-06 2.75 2.8299999237060547 2.609999895095825 2.619999885559082 1442200 7.421877401066057 -12.698415341500924
29 2024-02-07 2.640000104904175 2.680000066757202 2.609999895095825 2.6700000762939453 844700 1.538469297646361 -9.58903986554499
30 2024-02-08 2.630000114440918 2.7100000381469727 2.609999895095825 2.609999895095825 490200 1.153854265721188 -6.405687971672136
31 2024-02-09 2.6700000762939453 2.700000047683716 2.640000104904175 2.6600000858306885 287800 3.4883781104384504 -4.982201755744997
32 2024-02-12 2.759999990463257 2.8399999141693115 2.6600000858306885 2.680000066757202 543800 11.290321340173893 -1.7793577699089291
33 2024-02-13 2.640000104904175 2.690000057220459 2.5899999141693115 2.6600000858306885 1151200 -3.9999961853027344 -3.296700129689223
34 2024-02-14 2.690000057220459 2.7249999046325684 2.625 2.680000066757202 919200 1.8939375124797264 -0.37037001061669406
35 2024-02-15 2.759999990463257 2.819999933242798 2.7049999237060547 2.7200000286102295 658800 4.942960850401867 5.343515687761191
36 2024-02-16 2.809999942779541 2.930000066757202 2.799999952316284 2.869999885559082 658600 5.243440542515665 6.037729873738917
37 2024-02-20 2.6600000858306885 2.7899999618530273 2.640000104904175 2.7799999713897705 459800 -3.6231849629747126 0.757575004991895
38 2024-02-21 2.759999990463257 2.930000066757202 2.680000066757202 2.680000066757202 1117300 4.545450029951326 -2.127657595741339
39 2024-02-22 2.950000047683716 3.009999990463257 2.8510000705718994 2.9000000953674316 1332500 9.665426949169342 7.272729006680567
40 2024-02-23 3.049999952316284 3.1700000762939453 2.9600000381469727 3.119999885559082 1030700 10.507245030981016 13.382895443794451
41 2024-02-26 3.119999885559082 3.255000114440918 3.049999952316284 3.059999942779541 876900 11.032026658082472 18.631169193782625
42 2024-02-27 3.2300000190734863 3.430000066757202 3.2100000381469727 3.25 1126500 21.428568227462797 21.88678878615797
43 2024-02-28 2.930000066757202 3.0899999141693115 2.8550000190734863 3.0899999141693115 1217500 6.159423075411374 14.453130165930016
44 2024-02-29 2.869999885559082 3.0 2.869999885559082 2.9800000190734863 1285600 -2.7118698586953704 10.38461503192516
45 2024-03-01 2.859999895095825 2.9600000381469727 2.8499999046325684 2.940000057220459 1046100 -6.22951017019413 10.000000000000009
46 2024-03-04 2.7799999713897705 2.8550000190734863 2.7699999809265137 2.8299999237060547 812500 -10.897433546167768 7.75194006193709
47 2024-03-05 2.490000009536743 2.734999895095825 2.3399999141693115 2.7200000286102295 4219300 -22.910216878234245 0.4032254188043316
48 2024-03-06 2.6500000953674316 2.7899999618530273 2.5810000896453857 2.609999895095825 1839600 -9.556312798984424 -3.6363601684570312
49 2024-03-07 2.5799999237060547 2.619999885559082 2.5199999809265137 2.5299999713897705 763800 -10.104528690478842 -2.2727340459820944
50 2024-03-08 2.690000057220459 2.740000009536743 2.630000114440918 2.630000114440918 1148200 -5.94405049338893 2.281366546339325
51 2024-03-11 3.4600000381469727 3.630000114440918 3.009999990463257 3.009999990463257 6546100 24.460434307747782 29.588012707084843
52 2024-03-12 3.490000009536743 3.549999952316284 3.359999895095825 3.5299999713897705 2182900 40.16064241646517 26.449276144778477
53 2024-03-13 3.3299999237060547 3.630000114440918 3.3299999237060547 3.4800000190734863 1456000 25.66036995724481 26.136355734233007
54 2024-03-14 3.1600000858306885 3.25 3.109999895095825 3.240000009536743 1402700 22.480627103720586 17.47211965102611
55 2024-03-15 3.069999933242798 3.2200000286102295 3.069999933242798 3.1500000953674316 1038900 14.126389142719486 11.231882023575967
56 2024-03-18 3.369999885559082 3.4600000381469727 3.25 3.299999952316284 1772400 -2.6011604507406583 19.928823992274225
57 2024-03-19 3.2200000286102295 3.299999952316284 3.059999942779541 3.299999952316284 1741800 -7.736389117155129 21.052628748493408
58 2024-03-20 3.740000009536743 3.869999885559082 3.4000000953674316 3.4100000858306885 5240000 12.31231517189908 35.507247190569615
59 2024-03-21 3.630000114440918 3.8399999141693115 3.5399999618530273 3.819999933242798 2577800 14.873418222920009 23.050849347989843
60 2024-03-22 3.2799999713897705 3.509999990463257 3.200000047683716 3.509999990463257 2206500 6.84039227079567 7.540984349813362
61 2024-03-25 3.059999942779541 3.2799999713897705 3.059999942779541 3.25 1761500 -9.198811670823314 -1.923075159625831
62 2024-03-26 3.0 3.140000104904175 2.9700000286102295 3.140000104904175 1449400 -6.832298964456307 -7.120743582517408
63 2024-03-27 2.930000066757202 3.009999990463257 2.859999895095825 2.9600000381469727 1336200 -21.657752425510612 0.0
64 2024-03-28 3.0399999618530273 3.1549999713897705 2.9800000190734863 3.075000047683716 1692000 -16.253447217280893 5.923347842253612 -15.083798138576876
65 2024-04-01 3.1500000953674316 3.1989998817443848 3.015000104904175 3.109999895095825 1126400 -3.9634108889109676 10.13986751429199 -9.221900017417607
66 2024-04-02 3.190000057220459 3.25 3.059999942779541 3.1500000953674316 825500 4.2483698324135455 14.74820467806417 -4.204200291085469
67 2024-04-03 3.190000057220459 3.190000057220459 3.009999990463257 3.0999999046325684 770200 6.333335240681959 28.112451606534282 0.3144651023059275
68 2024-04-04 3.0799999237060547 3.25 3.059999942779541 3.2300000190734863 702600 5.119448925981285 16.22640803260054 -2.2222276045109735
69 2024-04-05 3.0799999237060547 3.134999990463257 3.0299999713897705 3.049999952316284 635000 1.3157882353605599 19.37984553432748 5.4794466860145
70 2024-04-08 2.9700000286102295 3.0999999046325684 2.9600000381469727 3.0899999141693115 710700 -5.714287660559769 10.408920648094355 5.693953348355674
71 2024-04-09 3.0 3.059999942779541 2.950000047683716 2.950000047683716 492100 -5.956114539571877 -13.294798643797956 6.761568010301033
72 2024-04-10 2.9200000762939453 3.015000104904175 2.859999895095825 2.940000057220459 729900 -8.463949093523615 -16.332376266052183 3.9145955784467557
73 2024-04-11 2.930000066757202 3.015000104904175 2.890000104904175 3.009999990463257 598000 -4.870125346248811 -12.012007991390005 7.326009021479507
74 2024-04-12 2.700000047683716 2.8499999046325684 2.6549999713897705 2.8499999046325684 1080500 -12.337658618026804 -14.556962837108578 0.0
75 2024-04-15 2.5899999141693115 2.690000057220459 2.509999990463257 2.680000066757202 1051000 -12.794616524590873 -15.63518011436792 -1.1450371259603576
76 2024-04-16 2.5899999141693115 2.615000009536743 2.505000114440918 2.5299999713897705 917900 -13.666669527689612 -23.145400530491965 -2.2641576995792834
77 2024-04-17 2.609999895095825 2.755000114440918 2.609999895095825 2.680000066757202 812800 -10.616444284192328 -18.944103356970587 -1.136371538494263
78 2024-04-18 2.6600000858306885 2.694999933242798 2.5799999237060547 2.609999895095825 889700 -9.215016203919003 -28.877003234014143 -5.67375358864356
79 2024-04-19 2.6500000953674316 2.680000066757202 2.5899999141693115 2.609999895095825 555100 -1.8518500530834592 -26.99724485337718 -3.6363601684570312
80 2024-04-22 2.740000009536743 2.819999933242798 2.634999990463257 2.7100000381469727 677500 5.791509665572359 -16.46341361473317 1.8587342473125545
81 2024-04-23 2.8299999237060547 2.890000104904175 2.7799999713897705 2.7799999713897705 763600 9.266409941705266 -7.516340633149376 7.60455515446441
82 2024-04-24 2.9000000953674316 2.9749999046325684 2.809999942779541 2.9100000858306885 617900 11.111119230943856 -3.3333301544189453 9.433961924644251
83 2024-04-25 2.869999885559082 2.9000000953674316 2.8299999237060547 2.8299999237060547 310800 7.894729058356886 -2.047787707545201 12.1093730354914
84 2024-04-26 3.1600000858306885 3.315000057220459 3.049999952316284 3.049999952316284 2207800 19.245281966397187 3.947372548798156 21.53846929764636
85 2024-04-29 3.1500000953674316 3.2249999046325684 3.0929999351501465 3.1700000762939453 772200 14.963506730060484 0.0 21.153854265721183
86 2024-04-30 3.069999933242798 3.1449999809265137 3.0399999618530273 3.059999942779541 536700 8.480565936639639 -3.7617593048641096 18.992248993282136
87 2024-05-01 3.119999885559082 3.2249999046325684 3.0399999618530273 3.059999942779541 450000 7.586199412306449 -2.194362708644282 25.806446030782524
88 2024-05-02 3.490000009536743 3.509999990463257 3.3299999237060547 3.369999885559082 1598200 21.602792637633982 13.311691428139705 26.909091255881567
89 2024-05-03 3.390000104904175 3.5899999141693115 3.390000104904175 3.549999952316284 638600 7.2784814185542945 10.064941197307164 28.4090897802151
90 2024-05-06 3.3499999046325684 3.440000057220459 3.2799999713897705 3.430000066757202 540800 6.3492001019069155 12.794608497029358 27.376416686761516
91 2024-05-07 3.200000047683716 3.2850000858306885 3.1700000762939453 3.2699999809265137 649700 4.234531507093564 6.666668256123853 19.850185627164073
92 2024-05-08 3.2200000286102295 3.259999990463257 3.0950000286102295 3.119999885559082 375100 3.2051329076644652 10.273970701296808 16.66666810639239
93 2024-05-09 3.319999933242798 3.4700000286102295 3.2899999618530273 3.299999952316284 705900 -4.871062344682075 13.310575344704034 25.75756823173707
94 2024-05-10 3.2300000190734863 3.450000047683716 3.2149999141693115 3.380000114440918 827300 -4.719766397624081 19.629628223319795 20.074347597263696
95 2024-05-13 3.5999999046325684 3.674999952316284 3.359999895095825 3.359999895095825 1827300 7.462686779611127 38.99613992022828 30.434779604050654
96 2024-05-14 3.384999990463257 3.4600000381469727 3.240000009536743 3.4100000858306885 1399300 5.781248125713345 30.694984657902012 20.462635565570466
97 2024-05-15 3.380000114440918 3.440000057220459 3.3399999141693115 3.440000057220459 392400 4.9689467207783 29.501925298614708 27.067669375107606
98 2024-05-16 3.559999942779541 3.5799999237060547 3.378999948501587 3.450000047683716 783300 7.228916095257998 33.83457999655637 28.985505618860774
99 2024-05-17 3.5999999046325684 3.7300000190734863 3.5350000858306885 3.5999999046325684 1123700 11.455104748427058 35.84904811610643 22.033893099738087
100 2024-05-20 3.3399999141693115 3.5 3.299999952316284 3.5 1085400 -7.222222148636237 21.897806662198207 9.508195619242233
101 2024-05-21 3.190000057220459 3.259999990463257 3.130000114440918 3.200000047683716 1024300 -5.76070705442191 12.720853117301933 2.243595327851544
102 2024-05-22 2.9800000190734863 3.380000114440918 2.940000057220459 3.380000114440918 1762700 -11.834321947459314 2.758617968111432 -7.739938034790217
103 2024-05-23 2.9049999713897705 2.9800000190734863 2.8550000190734863 2.950000047683716 1177900 -18.39887589656437 1.2195152343662974 -0.85324555623989
104 2024-05-24 2.859999895095825 2.9000000953674316 2.819999933242798 2.9000000953674316 551800 -20.555556365001372 -9.493676664125793 -0.3484317373521062
105 2024-05-28 2.9200000762939453 2.9700000286102295 2.869999885559082 2.869999885559082 836700 -12.574845768516251 -7.301587686036493 2.0979085104515294
106 2024-05-29 2.869999885559082 2.9700000286102295 2.8299999237060547 2.869999885559082 716400 -10.031353163679956 -6.514659675332912 3.2374070178252223
107 2024-05-30 2.930000066757202 2.9800000190734863 2.8499999046325684 2.859999895095825 822600 -1.677850738129516 -6.089738005481793 17.670684961255056
108 2024-05-31 2.8299999237060547 2.9700000286102295 2.799999952316284 2.9100000858306885 1145800 -2.5817572606665284 -18.911177192755822 6.792446107956285
109 2024-06-03 2.75 2.880000114440918 2.700000047683716 2.859999895095825 1008100 -3.846150319251662 -18.879058557500127 6.5891504388010835
110 2024-06-04 2.740000009536743 2.8299999237060547 2.690000057220459 2.8299999237060547 841500 -6.164385686785934 -18.208952610783157 1.8587342473125545
111 2024-06-05 2.799999952316284 2.809999942779541 2.6500000953674316 2.740000009536743 825500 -2.43902216146471 -12.50000279396768 -19.07514677902016
112 2024-06-06 2.7799999713897705 2.819999933242798 2.680000066757202 2.819999933242798 492100 -5.11945706313397 -13.664597928912613 -20.343840578992346
113 2024-06-07 2.6500000953674316 2.7750000953674316 2.630000114440918 2.7300000190734863 539800 -6.360418133965973 -20.18071841407979 -20.420415733278197
114 2024-06-10 2.700000047683716 2.7049999237060547 2.630000114440918 2.640000104904175 496300 -1.8181800842285156 -16.408667747989647 -14.556962837108578
115 2024-06-11 2.809999942779541 2.880000114440918 2.680000066757202 2.680000066757202 1055100 2.554742080261274 -21.94444396613555 -8.46905524810948
116 2024-06-12 2.859999895095825 2.9200000762939453 2.799999952316284 2.859999895095825 1160100 2.142855135761934 -15.509604042733905 -15.13353138819612
117 2024-06-13 2.8499999046325684 2.9800000190734863 2.8299999237060547 2.9100000858306885 649900 2.517983236086274 -15.680479049214957 -11.490686977954944
118 2024-06-14 2.9200000762939453 3.009999990463257 2.890000104904175 2.9200000762939453 1406000 10.18867815886162 -17.9775246284387 -21.92513184898006
119 2024-06-17 2.819999933242798 2.930000066757202 2.7149999141693115 2.930000066757202 1379800 4.444440127400284 -21.66666644590872 -22.314053874978292
120 2024-06-18 2.680000066757202 2.809999942779541 2.640000104904175 2.7899999618530273 1200400 -4.626330201763206 -19.760474981217403 -18.29268017884592
121 2024-06-20 2.630000114440918 2.740999937057495 2.5999999046325684 2.7100000381469727 821600 -8.041950667526198 -17.554856825535147 -14.052282234621028
122 2024-06-21 2.5899999141693115 2.680000066757202 2.549999952316284 2.640000104904175 1192800 -9.122806988191002 -13.087251758657036 -13.666669527689612
123 2024-06-24 2.569999933242798 2.6649999618530273 2.5399999618530273 2.619999885559082 760300 -11.986305955695952 -11.531843079045078 -12.286693696660455
124 2024-06-25 2.5799999237060547 2.5899999141693115 2.509999990463257 2.5299999713897705 846500 -8.510638837525086 -9.790209148954842 -15.131580392079357
125 2024-06-26 2.6600000858306885 2.6700000762939453 2.5510001182556152 2.5999999046325684 670800 -0.7462679264300776 -8.904109029793172 -15.555555387359032
126 2024-06-27 2.5899999141693115 2.6600000858306885 2.5799999237060547 2.640000104904175 561100 -1.520920096237699 -9.756096953126736 -18.80878157644753
127 2024-06-28 2.509999990463257 2.5999999046325684 2.5 2.5999999046325684 858100 -3.088800245451473 -14.33447326705297 -21.316616130399268
128 2024-07-01 2.4800000190734863 2.569999933242798 2.450000047683716 2.569999933242798 792500 -3.501942276541248 -12.367488129618831 -19.48051686672153
129 2024-07-02 2.450000047683716 2.490000009536743 2.4100000858306885 2.490000009536743 504800 -5.038755033589293 -10.90908917513761 -20.454541935971292
130 2024-07-03 2.5899999141693115 2.690000057220459 2.5 2.5 1153700 -2.6315853158898173 -5.474456016253537 -12.794616524590873
131 2024-07-05 2.5799999237060547 2.6500000953674316 2.555000066757202 2.630000114440918 608300 -0.3861000306814355 -7.857144012743134 -14.000002543131506
132 2024-07-08 2.549999952316284 2.6050000190734863 2.505000114440918 2.549999952316284 618900 1.5936239842632371 -8.273382066205748 -12.67123679144776
133 2024-07-09 2.75 2.7799999713897705 2.5450000762939453 2.569999933242798 1097900 10.88709592136956 3.773581171086837 -6.143346848330222
134 2024-07-10 2.7300000190734863 2.7899999618530273 2.680000066757202 2.7300000190734863 819500 11.428570038375652 1.111110031850071 1.111110031850071
135 2024-07-11 2.7300000190734863 2.8499999046325684 2.700000047683716 2.7699999809265137 648800 5.405409634890934 -2.846972431854289 5.405409634890934
136 2024-07-12 2.7799999713897705 2.934999942779541 2.755000114440918 2.869999885559082 739800 7.75194006193709 -2.797200232183028 7.335909788298101
137 2024-07-15 2.700000047683716 2.75 2.625 2.75 764400 5.882356791072851 -5.263153051515312 3.4482818469456777
138 2024-07-16 2.75 2.7699999809265137 2.690000057220459 2.690000057220459 521500 0.0 -5.821920268910019 3.3834553107243703
139 2024-07-17 2.640000104904175 2.7049999237060547 2.5799999237060547 2.690000057220459 425000 -3.296700129689223 -6.382972787224006 -0.3773581171086837
140 2024-07-18 2.690000057220459 2.809999942779541 2.561000108718872 2.5799999237060547 1319200 -1.4652000576396595 0.3731339632150332 -1.8248157716151847
141 2024-07-19 2.640000104904175 2.6600000858306885 2.609999895095825 2.6600000858306885 490000 -5.035966472172559 0.38022775772321715 -6.713774696964081
142 2024-07-22 2.640000104904175 2.7799999713897705 2.630000114440918 2.7799999713897705 548300 -2.222220063700142 1.9305093587580258 -8.965516617692204
143 2024-07-23 2.569999933242798 2.609999895095825 2.4800000190734863 2.609999895095825 672300 -6.545456972989172 0.0 -10.452960427830938
144 2024-07-24 2.5299999713897705 2.569999933242798 2.505000114440918 2.549999952316284 569700 -4.166671558461809 -1.9379827052266485 -19.93671194079433
145 2024-07-25 2.490000009536743 2.5399999618530273 2.4700000286102295 2.490000009536743 461400 -7.434945852394259 -6.390980105583576 -20.952383042823453
146 2024-07-26 2.630000114440918 2.6649999618530273 2.490000009536743 2.5 677900 -0.3787875024959475 1.5444093280765792 -14.332241966439208
147 2024-07-29 2.559999942779541 2.6500000953674316 2.549999952316284 2.630000114440918 481500 -3.0303090509739783 1.9920299803290353 -17.948716773083884
148 2024-07-30 2.5999999046325684 2.6449999809265137 2.5199999809265137 2.5399999618530273 623900 1.167314092180427 4.8387050256521125 -25.50143560092173
149 2024-07-31 2.700000047683716 2.75 2.619999885559082 2.690000057220459 592800 6.719370680489045 10.20408143405367 -20.353983358946337
150 2024-08-01 2.490000009536743 2.694999933242798 2.430000066757202 2.690000057220459 928400 0.0 -3.861000306814344 -25.671639390394276
151 2024-08-02 2.450000047683716 2.4800000190734863 2.4100000858306885 2.4600000381469727 540200 -6.8441087043627835 -5.038755033589293 -23.437499650754035
152 2024-08-05 2.4000000953674316 2.4000000953674316 2.240000009536743 2.369999885559082 1099000 -6.249994179233775 -5.882347441324487 -25.465836209843594
153 2024-08-06 2.430000066757202 2.5199999809265137 2.369999885559082 2.4200000762939453 799100 -6.538455542727817 -11.636361208829015 -26.807225433173176
154 2024-08-07 2.359999895095825 2.5299999713897705 2.3299999237060547 2.4600000381469727 654000 -12.592598021602663 -13.55311799972927 -26.93498819938761
155 2024-08-08 2.4700000286102295 2.4700000286102295 2.375 2.380000114440918 599000 -0.8032120823258437 -9.523809107938986 -31.38888627658649
156 2024-08-09 2.430000066757202 2.4700000286102295 2.4210000038146973 2.440000057220459 272800 -0.8163257362146625 -12.58992475663938 -28.212700927522228
157 2024-08-12 2.5299999713897705 2.640000104904175 2.440000057220459 2.5199999809265137 1122000 5.416661285692004 -6.296299010801332 -25.147932374900083
158 2024-08-13 2.4100000858306885 2.569999933242798 2.3299999237060547 2.5299999713897705 1306200 -0.8230444599618192 -12.363633242520422 -32.30336728744347
159 2024-08-14 2.3499999046325684 2.4100000858306885 2.3399999141693115 2.380000114440918 753600 -0.4237284282951559 -10.984855634395242 -34.722223142047014
160 2024-08-15 2.4000000953674316 2.4149999618530273 2.3499999046325684 2.390000104904175 674800 -2.834005361618719 -10.780667497556873 -28.143707872988564
161 2024-08-16 2.4700000286102295 2.505000114440918 2.3499999046325684 2.359999895095825 1797300 1.6460889199236384 -6.439396573437484 -22.570533407375127
162 2024-08-19 2.5299999713897705 2.5789999961853027 2.450000047683716 2.490000009536743 984700 0.0 -4.166671558461809 -15.10067264441245
163 2024-08-20 2.369999885559082 2.5799999237060547 2.3299999237060547 2.5799999237060547 1294300 -1.6597592882582446 -7.782103224857206 -18.416526371762444
164 2024-08-21 2.4700000286102295 2.559999942779541 2.3399999141693115 2.3399999141693115 1294700 5.106388461595435 -2.3715392671163626 -13.636359468206505
165 2024-08-22 2.440000057220459 2.4700000286102295 2.359999895095825 2.4700000286102295 626800 1.6666650109821601 -2.008030205814604 -16.43835638808273
166 2024-08-23 2.5199999809265137 2.575000047683716 2.359999895095825 2.4800000190734863 836300 2.024289544013369 -4.182514400300241 -12.195119114591446
167 2024-08-26 2.6600000858306885 2.7200000286102295 2.4800000190734863 2.5199999809265137 1208000 5.138344502411463 3.9062556752470723 -9.215016203919003
168 2024-08-27 2.549999952316284 2.6700000762939453 2.5 2.6700000762939453 876100 7.594939892359531 -1.923075159625831 -9.893992188632073
169 2024-08-28 2.380000114440918 2.509999990463257 2.359999895095825 2.5 819600 -3.6437211792240687 -11.851849170051699 -13.454541293057531
170 2024-08-29 2.450000047683716 2.5190000534057617 2.390000104904175 2.4100000858306885 1088700 0.40983566511259006 -1.6064241646516764 -10.583940176776064
171 2024-08-30 2.3299999237060547 2.4749999046325684 2.200000047683716 2.450000047683716 2068300 -7.539684867402374 -4.897964148658362 -16.785715593367236
172 2024-09-03 2.2300000190734863 2.2899999618530273 2.2200000286102295 2.25 841100 -16.165415521891536 -7.083336230781223 -19.78417115023673
173 2024-09-04 2.1500000953674316 2.2300000190734863 2.119999885559082 2.2300000190734863 1629600 -15.686269193280333 -11.522632250929366 -18.867923849288516
174 2024-09-05 2.1600000858306885 2.1700000762939453 2.119999885559082 2.1600000858306885 830100 -9.24369823662422 -8.474568565903095 -19.999998233936477
175 2024-09-06 2.0899999141693115 2.140000104904175 2.0199999809265137 2.140000104904175 1429400 -14.693882714604701 -15.384619839649517 -25.6227773406299
176 2024-09-09 2.25 2.259999990463257 2.0799999237060547 2.0999999046325684 1080200 -3.433473232857809 -7.40740995112027 -21.32866844302408
177 2024-09-10 2.240000009536743 2.2799999713897705 2.1700000762939453 2.25 680300 0.448430061781413 -11.462449214721747 -21.40350580729119
178 2024-09-11 2.200000047683716 2.2799999713897705 2.1700000762939453 2.2799999713897705 950000 2.325579074346007 -8.713694218587086 -24.657534582124097
179 2024-09-12 2.200000047683716 2.2200000286102295 2.180000066757202 2.190000057220459 431000 1.851850012202405 -6.3829728951544595 -21.985812065113297
180 2024-09-13 2.25 2.2899999618530273 2.174999952316284 2.200000047683716 605700 7.655506813467117 -6.250003725290155 -16.044778210677503
181 2024-09-16 2.180000066757202 2.259999990463257 2.1600000858306885 2.259999990463257 498800 -3.1111081441243527 -11.740889007851496 -17.110267228234566
182 2024-09-17 2.2200000286102295 2.299999952316284 2.1700000762939453 2.190000057220459 1128600 -0.8928562875609058 -12.25296230376054 -14.285710340563917
183 2024-09-18 2.180000066757202 2.244999885559082 2.174999952316284 2.2200000286102295 688000 -0.9090900224102638 -8.016870378753582 -15.175092475333186
184 2024-09-19 2.2200000286102295 2.2899999618530273 2.2049999237060547 2.25 1452400 0.9090900224102638 -10.121457372640808 -13.953484718662368
185 2024-09-20 2.2100000381469727 2.2699999809265137 2.174999952316284 2.25 702400 -1.7777760823567745 -9.42623006884239 -16.917294479830282
186 2024-09-23 2.2300000190734863 2.2699999809265137 2.174999952316284 2.25 1027200 2.293575724089769 -11.507935081269515 -13.899610309882481
187 2024-09-24 2.549999952316284 2.569999933242798 2.3299999237060547 2.3399999141693115 4413600 14.864861236629888 -4.135343231767319 1.5936239842632371
188 2024-09-25 2.4600000381469727 2.5199999809265137 2.434999942779541 2.4600000381469727 1834200 12.844034991534503 -3.529408464794692 -0.8064508376086854
189 2024-09-26 2.7899999618530273 2.859999895095825 2.625 2.630000114440918 6148200 25.675672337699517 17.226883516701918 13.877547247019638
190 2024-09-27 2.950000047683716 3.0299999713897705 2.8350000381469727 2.9100000858306885 3284300 33.48416274948185 20.40816286810734 13.89961951523333
191 2024-09-30 2.940000057220459 3.2850000858306885 2.884999990463257 3.25 4964400 31.8385664607286 26.180264098212902 13.953493959692853
192 2024-10-01 3.190000057220459 3.200000047683716 2.9200000762939453 2.9800000190734863 3476300 25.098043798896263 43.049328696680035 25.098043798896263
193 2024-10-02 3.9200000762939453 4.039999961853027 3.5899999141693115 3.759999990463257 10633800 59.34959412629672 82.32557685649886 42.545457319779835
194 2024-10-03 3.8299999237060547 4.150000095367432 3.569999933242798 3.5799999237060547 4321600 37.27598480547265 77.31480423683044 40.29303651821543
195 2024-10-04 3.9000000953674316 4.139999866485596 3.8299999237060547 4.090000152587891 3603200 32.20339092637092 86.60288303971153 42.85714535236607
196 2024-10-07 4.159999847412109 4.164999961853027 3.880000114440918 4.119999885559082 5421800 41.49659069547995 84.88888210720486 49.64028382102654
197 2024-10-08 3.5399999618530273 3.674999952316284 3.4000000953674316 3.640000104904175 5342700 10.97178364747533 58.035711909891404 31.1111073827548
198 2024-10-09 3.450000047683716 3.5299999713897705 3.2699999809265137 3.390000104904175 2614800 -11.98979641486584 56.81818058668091 25.454547188498754
199 2024-10-10 3.1700000762939453 3.440000057220459 3.130000114440918 3.440000057220459 3688300 -17.232372338364655 44.09090943572935 20.075755694297914
200 2024-10-11 3.2300000190734863 3.259999990463257 3.049999952316284 3.0899999141693115 2806900 -17.179488715648926 43.55555640326605 20.074347597263696
201 2024-10-14 2.940000057220459 3.0899999141693115 2.9100000858306885 3.0899999141693115 3041400 -29.326919109158112 34.86238381605986 11.363634105884767
202 2024-10-15 2.7300000190734863 2.819999933242798 2.680000066757202 2.809999942779541 2695100 -22.88135456237529 22.972972247325973 3.4090875224634942
203 2024-10-16 2.75 2.8299999237060547 2.740000009536743 2.7699999809265137 1781900 -20.28985617416691 26.14678512788695 7.003893830070251
204 2024-10-17 2.680000066757202 2.700000047683716 2.6500000953674316 2.6700000762939453 1663100 -15.45741317803384 20.720722172014703 5.928857591450254
205 2024-10-18 2.7799999713897705 2.940000057220459 2.7750000953674316 2.869999885559082 2279300 -13.931889938898411 25.79185173773697 11.646584768767966
206 2024-10-21 2.7699999809265137 2.8389999866485596 2.7200000286102295 2.740000009536743 1781700 -5.782315407662509 24.21524471902852 5.3231886081250845
207 2024-10-22 2.819999933242798 2.9100000858306885 2.765000104904175 2.7799999713897705 2573400 3.296700129689234 10.588234744132441 10.156249854480848
208 2024-10-23 2.6600000858306885 2.8399999141693115 2.630000114440918 2.8399999141693115 2110900 -3.272724151611328 8.130083113103058 2.3076993614966845
209 2024-10-24 2.5999999046325684 2.6700000762939453 2.571000099182129 2.630000114440918 1115700 -2.98508060193573 -6.810037986318362 -3.7037089364844955
210 2024-10-25 2.6600000858306885 2.7699999809265137 2.6600000858306885 2.6600000858306885 1523200 -4.316542690433622 -9.830507022558521 6.8273122748129245
211 2024-10-28 2.8299999237060547 2.890000104904175 2.7100000381469727 2.7100000381469727 3113700 2.166062931143853 -3.741501067125863 15.510198719448965
212 2024-10-29 2.930000066757202 3.0899999141693115 2.890000104904175 2.9700000286102295 3323700 3.900714046752185 -8.150469774279646 22.0833312637277
213 2024-10-30 2.859999895095825 2.9200000762939453 2.805000066757202 2.9100000858306885 2951400 7.518789579387519 -27.04082042264315 17.69546570064302
214 2024-10-31 2.75 2.859999895095825 2.700000047683716 2.8399999141693115 2341900 5.769234648823174 -28.198431990071825 16.525428908476258
215 2024-11-01 2.809999942779541 2.8499999046325684 2.759999990463257 2.7899999618530273 2485400 5.639092184540639 -27.948721177792645 13.765178551864876
216 2024-11-04 2.7699999809265137 2.9000000953674316 2.740000009536743 2.859999895095825 2512500 -2.1201393779886613 -33.41345955457906 13.991765630814834
217 2024-11-05 3.309999942779541 3.319999933242798 3.0799999237060547 3.0999999046325684 5706200 12.969278749638601 -6.497175750055428 30.83003874349073
218 2024-11-06 3.7699999809265137 3.7899999618530273 3.5399999618530273 3.6500000953674316 5565500 31.818185986338943 9.275360255651055 56.43152890706453
219 2024-11-07 4.230000019073486 4.300000190734863 4.039999961853027 4.039999961853027 4343000 53.81818251176313 33.43848319457423 80.00000811637749
220 2024-11-08 4.090000152587891 4.170000076293945 3.890000104904175 4.025000095367432 2797900 45.55160981755124 26.625390973251207 70.41666625274554
221 2024-11-11 4.800000190734863 4.800000190734863 4.150000095367432 4.179999828338623 4405600 73.28520663488784 63.26530943243891 94.33198927676256
222 2024-11-12 4.079999923706055 4.599999904632568 3.8299999237060547 4.550000190734863 4297600 23.262839705063975 49.45054561174451 61.26482094246206
223 2024-11-13 4.449999809265137 4.650000095367432 4.275000095367432 4.289999961853027 3267500 18.037130816417314 61.8181748823686 87.76371409888839
224 2024-11-14 4.650000095367432 4.949999809265137 4.480000019073486 4.630000114440918 3882700 9.929079773052575 73.507461923086 88.25911099214849
225 2024-11-15 5.050000190734863 5.15500020980835 4.90500020980835 4.980000019073486 5082600 23.471882697597124 81.65468498944912 106.9672160781669
226 2024-11-18 4.340000152587891 4.489999771118164 4.210000038146973 4.389999866485596 3118100 -9.583333747254464 56.67870694844701 72.22222958082041
227 2024-11-19 4.590000152587891 4.670000076293945 4.304999828338623 4.400000095367432 2869600 12.500005843592742 62.76596671084738 72.556391145923
228 2024-11-20 6.53000020980835 6.539000034332275 5.559999942779541 5.679999828338623 11658900 46.74158403810582 145.4887217708154 156.07844438886536
229 2024-11-21 5.78000020980835 6.489999771118164 5.439000129699707 6.489999771118164 7287600 24.301077231518377 122.30770853144234 142.85713999497517
230 2024-11-22 7.210000038146973 7.239999771118164 6.110000133514404 6.179999828338623 7778700 42.77227259070244 171.05262426694134 194.28571011512696
231 2024-11-25 6.949999809265137 7.150000095367432 6.510000228881836 6.75 4600600 60.13823882289346 145.58303875018112 198.28326338357112
232 2024-11-26 5.96999979019165 6.295000076293945 5.809999942779541 6.239999771118164 4520200 30.065350582302308 103.75425440856691 167.71299278607395
233 2024-11-27 7.010000228881836 7.300000190734863 6.170000076293945 6.230000019073486 4542700 7.350689183018777 145.1049120981511 226.04650781114674
234 2024-11-29 6.690000057220459 7.150000095367432 6.619999885559082 6.96999979019165 3338900 15.74394142525961 143.27272935347125 209.72221256406257
235 2024-12-02 7.420000076293945 7.78000020980835 7.170000076293945 7.53000020980835 4929200 2.912621872897314 164.05694759389831 255.02394167528416
236 2024-12-03 7.519999980926514 7.690000057220459 7.179999828338623 7.230000019073486 2634000 8.201441543947997 171.480145585099 234.22222137451172
237 2024-12-04 8.15999984741211 8.350000381469727 8.010000228881836 8.119999885559082 4795400 36.6834193330877 146.52567941012796 264.2857059228177
238 2024-12-05 8.920000076293945 9.460000038146973 8.75 9.170000076293945 5452500 27.24678723322629 136.60477775657097 305.4545401344615
239 2024-12-06 9.25 9.449999809265137 8.631999969482422 8.819999694824219 4882500 38.26606757673425 118.6761219454099 320.45453634143877
240 2024-12-09 9.0 9.699999809265137 8.890000343322754 9.65999984741211 4254100 21.293799291916105 120.04889154601561 300.0
241 2024-12-10 9.020000457763672 9.239999771118164 8.760000228881836 8.819999694824219 2611800 19.94681490215042 87.91666873627231 313.7614762178021
242 2024-12-11 9.260000228881836 9.289999961853027 8.850000381469727 9.1899995803833 2053300 13.480397083813479 126.96079416762696 317.1171220515166
243 2024-12-12 9.630000114440918 9.664999961853027 9.109999656677246 9.399999618530273 3672300 7.959641615182145 116.40450622920801 341.74311098832925
244 2024-12-13 9.15999984741211 9.392000198364258 9.039999961853027 9.270000457763672 2790300 -0.9729746225717872 96.98923999029098 312.6126004217431
245 2024-12-16 8.9399995803833 8.949999809265137 8.640000343322754 8.869999885559082 2601500 -0.6666713290744308 77.02968797477163 304.5248609081137
246 2024-12-17 8.489999771118164 8.680000305175781 8.0600004196167 8.300000190734863 4074700 -5.875838799867539 95.62210766411327 280.71747526915107
247 2024-12-18 8.4399995803833 8.729999542236328 8.354999542236328 8.489999771118164 2013500 -8.85529836101907 83.87798038796883 230.98038189047236
248 2024-12-19 8.399999618530273 8.4399995803833 8.140000343322754 8.220000267028809 2438600 -12.772590667638362 28.63704974944874 241.4633938322084
249 2024-12-20 9.579999923706055 9.770000457763672 8.840999603271484 8.960000038146973 4768400 4.585153747711068 65.74393730037085 243.36917758749107
250 2024-12-23 9.3100004196167 9.510000228881836 8.960000038146973 9.460000038146973 2270800 4.138712042506998 29.12621872897303 215.593229462038
251 2024-12-24 8.920000076293945 9.100000381469727 8.869999885559082 8.984999656677246 960700 5.064785827657903 28.345328361053703 203.40135723422773
252 2024-12-26 10.199999809265137 10.489999771118164 9.550999641418457 10.100000381469727 7568800 20.853084317356153 70.85427416635963 219.7492045863064
253 2024-12-27 12.569999694824219 12.84000015258789 11.600000381469727 11.760000228881836 10806100 49.642860305552716 79.3152537004875 220.66325128004013
254 2024-12-30 11.460000038146973 11.770000457763672 11.199999809265137 11.760000228881836 4605700 19.624218469864395 71.30044753554665 199.21671713919613
255 2024-12-31 10.489999771118164 11.460000038146973 10.399999618530273 11.329999923706055 3323300 12.6745359647368 41.37465853447251 168.9743465283138

255
src/strategy/MSFT.csv Normal file
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@ -0,0 +1,255 @@
Price,Close,High,Low,Open,Volume,5d_change,20d_change,60d_change
Ticker,MSFT,MSFT,MSFT,MSFT,MSFT,,,
Date,,,,,,,,
2024-01-02,367.380615234375,372.3632885983454,363.319184585885,370.3424737462839,25258600,,,
2024-01-03,367.1131591796875,369.7481357898977,365.04282689247566,365.5381225658885,23083500,,,
2024-01-04,364.4781799316406,369.5896348719219,363.71543548306664,367.1825051718643,20901500,,,
2024-01-05,364.28997802734375,368.559424433647,363.0517388090319,365.4985007136341,20987000,,,
2024-01-08,371.1646728515625,371.66988411040546,365.53812127674354,365.8253710003868,23134000,,,
2024-01-09,372.2543640136719,372.45246416250234,367.6976373642498,368.50992959667377,20830000,1.3266211055222854,,
2024-01-10,379.16864013671875,380.5554922110054,372.7793440678221,372.8288615431399,25514200,3.2838596644067852,,
2024-01-11,381.0111389160156,387.0042042259602,376.80112586493703,382.3682441685505,27850800,4.5360627589492,,
2024-01-12,384.8150329589844,385.0230486833725,381.03096664819185,381.8630597761942,21645700,5.6342628591610655,,
2024-01-16,386.59808349609375,390.32271672497956,383.9730224089054,389.9562027545636,27202300,4.158103336171615,,
2024-01-17,385.8056640625,386.43962688844755,381.1895041483633,384.3296924343439,22234100,3.6403334275835197,,
2024-01-18,390.1642150878906,390.2830812145117,386.4494974787357,388.0344497047316,23392100,2.8999167618944277,,
2024-01-19,394.9190368652344,394.9190368652344,389.79766667261197,392.0364126276258,29272000,3.650260196798172,,
2024-01-22,392.7793884277344,396.85070439221124,389.8868483654438,396.25634353223927,27016900,2.0696580919693064,,
2024-01-23,395.14691162109375,395.6224063859319,390.2236710516202,392.02655469237413,20525900,2.211296043604505,,
2024-01-24,398.7724609375,401.81358370975624,396.68232764982235,397.7620686193911,24867000,3.360965917000991,,
2024-01-25,401.06072998046875,403.18061005906736,398.74274976275865,400.5159168098495,21021200,2.7928022281908937,,
2024-01-26,400.1295471191406,402.34849224643625,398.6436601299057,400.5654097210854,17803300,1.319386954669488,,
2024-01-29,405.8651123046875,406.12267574413715,400.52581011271667,402.23954412902646,24510200,3.331570918050031,,
2024-01-30,404.7457275390625,409.16375662074074,402.6258777098208,408.3812111979871,33477600,2.42917650009955,,
2024-01-31,393.83929443359375,411.41240548584386,393.47278047208044,403.1310461052013,47871100,-1.23708806077244,7.201980208547232,
2024-02-01,399.9809875488281,404.161284395668,398.01960572688716,398.0493222591689,30657700,-0.26922167914400497,8.953051000019618,
2024-02-02,407.3509826660156,408.7675210638453,399.7630491761005,400.0106970175581,28245000,1.804774378415197,11.762789954234298,
2024-02-05,401.8333740234375,407.29154202131053,400.18898875911304,406.0433872498531,25352300,-0.9933690181833876,10.305909649064171,
2024-02-06,401.67486572265625,404.13154308563696,399.11915341177513,402.0612108490808,18382600,-0.7587138312929786,8.220123062006902,
2024-02-07,410.1543273925781,410.4019752246544,403.5669011054383,403.60653322309605,22340500,4.142560986061095,10.181200556056957,
2024-02-08,410.2137756347656,411.65014520614363,408.6486545795197,410.1543425713037,21225300,2.558318621254041,8.187685428534586,
2024-02-09,416.5931701660156,416.8606491715924,411.18454998916735,411.34304822902254,22032800,2.2688511611073325,9.33884278324031,
2024-02-12,411.35296630859375,416.78138746189904,410.847755055397,416.6030882773996,21202900,2.3690397315283773,6.896282909102958,
2024-02-13,402.4971008300781,406.21181854248556,399.5946753127585,401.13007987504017,27824900,0.20470165738217805,4.112544270837026,
2024-02-14,406.3873596191406,406.73471379055,401.50465451788693,404.97813565927675,20401200,-0.9184269241738208,5.334731310037588,
2024-02-15,403.4795837402344,406.03011869599004,401.22679392364836,405.0476293953427,21825500,-1.6416298755717706,3.412760098807177,
2024-02-16,400.9985046386719,405.19646556123695,400.38320711756694,404.86894895397035,22281100,-3.7433800273607876,1.5394213005518242,
2024-02-20,399.7381591796875,401.4252604899609,394.9943773768075,400.1847314590158,24307900,-2.8235622640904734,1.7716741145222814,
2024-02-21,399.13275146484375,399.24193376469594,394.21034092041026,397.1380014467668,18631100,-0.8358692170194582,1.0086982148988621,
2024-02-22,408.531005859375,409.70205797134184,405.4743557171247,407.08207646174907,27009900,0.5274884145617609,2.4471461491932134,
2024-02-23,407.23089599609375,412.70906066926193,405.8712811789626,412.5205281414921,16295900,0.9297402909671293,1.5384617725912708,
2024-02-26,404.4521789550781,409.0371695148512,404.27351975281573,408.34246112673543,16193500,0.8612686273028025,1.080308081984871,
2024-02-27,404.39263916015625,405.22627106063214,400.7901378959309,404.898754425873,14835800,1.1643822020945827,-0.3627986490806978,
2024-02-28,404.6307678222656,406.1987830728558,402.24895832016676,405.0872739909664,13183100,1.3774906562399991,-0.02840294757300299,
2024-02-29,410.5059814453125,411.06173606105705,402.84447248671415,405.5438650287684,31947300,0.4834334622369818,4.231849702983093,
2024-03-01,412.3518371582031,412.71902889421233,407.76684684717014,408.153876143975,17800300,1.2575031051078378,3.0928594094400186,
2024-03-04,411.7762451171875,414.18782621068357,409.19593875466035,410.307447886493,17596000,1.8108608491197886,1.0863512399576392,
2024-03-05,399.59918212890625,411.1112969231929,397.6044321579871,410.8234857245891,26919200,-1.1853472509304464,-0.5559995856394329,
2024-03-06,399.0434265136719,402.09017289690905,395.37147897743796,399.9167637441042,22344100,-1.3808493453587256,-0.6551167208956765,
2024-03-07,406.0400695800781,406.6752047214003,399.1923248157397,403.04293193355477,18718500,-1.0879042126282212,-1.0030999401262064,
2024-03-08,403.14215087890625,407.3103404061873,401.2664565057241,404.8689575439801,17971700,-2.2334534369404246,-1.7238876839074324,
2024-03-11,401.4550476074219,402.6062622273282,398.21976836345937,400.700826521959,16120800,-2.5065062961143636,-3.6337903841681007,
2024-03-12,412.1335144042969,412.4213256188443,403.7078509414854,404.53154888971716,22457000,3.136726208650553,0.18975142022377156,
2024-03-13,411.9548645019531,415.0115145438447,408.33252598364385,414.93213401612815,17115900,3.2355972133371047,2.3497718747216068,
2024-03-14,421.9981689453125,424.5784751674573,414.8229387375938,417.0558908033508,34157300,3.9301784628640313,3.8413619313361735,
2024-03-15,413.2648620605469,419.3980298678985,409.6623611748997,416.11311165944556,45049800,2.5109533100351022,2.4252226666845234,
2024-03-18,414.15802001953125,417.54218646296124,410.644833725834,411.11127379953496,20106000,3.164232829507596,3.2816868962434187,
2024-03-19,418.2170715332031,418.4751112612702,412.40145573236146,414.6641794557911,19837900,1.4761131808703976,4.622754152727548,
2024-03-20,422.0081481933594,422.73259778034867,417.4727666861834,418.8026102027015,17860100,2.4403847502955323,5.731275282361925,
2024-03-21,426.1167297363281,427.55575544088225,423.9234830206928,426.5732359122919,21296200,0.9759665074635437,4.304624037032445,
2024-03-22,425.49151611328125,426.6030252593982,422.8417631107263,426.44426419825527,17636500,2.958551567092349,4.484094968413865,
2024-03-25,419.65606689453125,424.1716107025241,418.41553787360243,422.0180389961963,18060500,1.3275239423688356,3.759131173117458,
2024-03-26,418.4552001953125,422.76231287812396,418.15748537548563,422.3851872487767,16725600,0.0569390104608658,3.4774522761743087,
2024-03-27,418.2369079589844,421.23404544961727,415.83526074059097,421.2241115258407,16705000,-0.8936415684199228,3.362606410270619,
2024-03-28,417.5322570800781,418.6735376130556,415.9443740276812,417.7704289377151,21871200,-2.0145824036436832,1.7116134605462907,13.651139925743848
2024-04-01,421.3531188964844,424.64797113919235,419.0209183546172,420.7378213676411,16316000,-0.9726156832925104,2.182912970708517,14.774725002502166
2024-04-02,418.246826171875,419.1797063812392,414.6740966771135,416.92688638600043,17912000,-0.3358084950575546,1.5713827913618639,14.752226388509438
2024-04-03,417.26434326171875,420.0530500088036,415.91463197146663,416.54979735190346,16502300,-0.28458409240413873,4.42072004219316,14.541812410331723
2024-04-04,414.71380615234375,425.4220608182633,414.4061573873391,421.76992047315406,19370900,-0.8423698960078663,3.9269860364771647,11.733102982620757
2024-04-05,422.2959289550781,423.2784485638512,415.1504997519638,416.8276974614869,16544300,1.1409111018903628,4.00351112928623,13.442841717650978
2024-04-08,421.3729553222656,424.0425761054586,420.09272093696904,421.9485777283347,14272400,0.004707791373004255,4.522177699259111,11.130750467741501
2024-04-09,423.0501708984375,424.4991003259259,418.4254750382327,423.20896224870864,12512300,1.1484473822614527,5.379213294170171,11.033544085357661
2024-04-10,420.05303955078125,420.8171944866389,416.5200154975315,418.9911394928746,16216600,0.6683284431311609,1.9215921223808552,9.157128379533109
2024-04-11,424.6876525878906,426.1167444183971,419.15984809671994,422.5936541739285,17966400,2.4049950321362035,3.0908211513247297,9.852498167436408
2024-04-12,418.7033386230469,421.9584854811625,416.58947237839413,420.83704242845164,19232100,-0.8507281471835881,-0.7807688669598467,8.52700663182009
2024-04-15,410.5059814453125,423.5861130505976,410.29755074964197,423.36777871681545,20273500,-2.578944315171361,-0.6675817057076983,5.2136422487745415
2024-04-16,411.43878173828125,415.2298454910269,410.5952462785095,411.42887810136665,16765600,-2.744683718126617,-0.6565702340188273,4.183071295872787
2024-04-17,408.71954345703125,415.7062108618487,407.22097481991534,414.08855629342435,15855500,-2.698110720939051,-2.270956573186622,4.058297227128982
2024-04-18,401.2069091796875,408.76919927263555,400.88935677884103,407.5187363707615,21029900,-5.5289442170310625,-4.929108383978642,1.533606205786242
2024-04-19,396.095947265625,402.4077746386735,394.7561698730406,400.9687488676842,30276500,-5.399381679584603,-7.045201555282599,-0.671188192279526
2024-04-22,397.9219970703125,399.7976914523607,392.7514806878664,397.04865981007964,20286900,-3.0654813678217874,-6.47945211571005,-0.782607888413589
2024-04-23,404.48193359375,405.10716505974153,400.0060952402287,401.1771473553241,15734500,-1.6908586291110805,-3.615849858449649,1.0877443332904857
2024-04-24,405.96063232421875,409.3447990752087,403.6979086365787,406.45684392489727,15065300,-0.6750132644690932,-2.9858794597992677,0.023534917546585987
2024-04-25,396.0165710449219,396.8601368410158,385.08998167747234,391.04452101034235,40586500,-1.293681144568981,-5.3128589302409495,-2.156701331281663
2024-04-26,403.2414245605469,409.87080464048637,402.6856699602139,409.04710666417816,29694700,1.8039763709397638,-3.4226894514620465,2.387301180923296
2024-04-29,399.2022705078125,403.24144058813954,396.1654576473054,402.179540393514,19582100,0.32173979999245983,-5.25707474212711,-0.19468851401857057
2024-04-30,386.380126953125,399.112934090919,386.2213658866136,398.44799719369325,28781400,-4.475306592755246,-7.619113218483731,-5.148104854354674
2024-05-01,391.9476013183594,398.67622906449674,387.3526772876393,389.63523841829954,23562500,-3.4518201741955967,-6.067314965247361,-2.460167159859028
2024-05-02,394.8256530761719,396.89981398666424,391.6598205584853,394.64702416400013,17709400,-0.30072427666540946,-4.795633224919937,-1.705163362452844
2024-05-03,403.5788269042969,404.06510458639696,398.815177316325,399.2320083912343,17446700,0.0836725403690064,-4.432224127069972,-1.6031771577500686
2024-05-06,410.40667724609375,410.79370652504514,403.2909899464774,405.6628958084665,16996600,2.8066991512920136,-2.6025111335835183,0.04702465465222794
2024-05-07,406.238525390625,411.52815821970637,405.99041958064737,411.5182242956741,20018200,5.139601406029137,-3.973912945622826,-2.485553176799371
2024-05-08,407.429443359375,409.1066410493604,403.6284454091321,405.07740513834375,11792300,3.9499774941703203,-3.005238625318918,-0.9538093244902845
2024-05-09,409.1959228515625,409.5928860565961,406.0003190785622,407.45918232898305,14689700,3.6396494663983425,-3.6477937707694585,1.6643155957320577
2024-05-10,411.59759521484375,412.23276061100023,408.67986853475014,409.8112455392715,13402300,1.9869150153529747,-1.6970830544535853,1.282086037465846
2024-05-13,410.5853271484375,415.18025140614657,407.7073059282806,414.84283115281045,15440200,0.043529969722344575,0.01932875687844504,1.7611159757659367
2024-05-14,413.40380859375,414.3267549073316,408.43175863614476,408.8981987547859,15109300,1.7638118384353474,0.4775988415984367,3.0936035450446875
2024-05-15,420.6317443847656,421.35753100749633,414.85536761085484,415.48172683662517,22239500,3.240389530156129,2.9145170859652625,5.226817786911897
2024-05-16,418.5538635253906,422.9582516726133,417.9175827662757,419.35917390202644,17530100,2.2869095587794375,4.323692825024095,4.865827720043048
2024-05-17,417.7783508300781,420.4726906446292,415.61097317740536,420.09488474644235,15352200,1.501650079371375,5.47402812730946,2.263560130827935
2024-05-20,422.8786315917969,424.30034916156967,417.5595849948594,417.77831310874586,16272100,2.994092489553335,6.271740367515943,3.8424725995871434
2024-05-21,426.5572814941406,430.46453247000767,422.3915253519068,424.36004826198655,21453300,3.1817493276450337,5.457684526044249,5.465442811106147
2024-05-22,428.0286865234375,429.9077641693655,424.6583193119375,427.60118209872775,18073700,1.7585315985817918,5.436008430885031,5.844826308502715
2024-05-23,424.5290832519531,431.090897164325,422.9582395726222,430.46453792464195,17211700,1.4275868047745277,7.199828060679048,4.917647646218493
2024-05-24,427.6707763671875,428.565562226306,421.95405016489985,424.71796179341015,11845800,2.367864566810196,6.05824459460329,4.181375107237439
2024-05-28,427.8298645019531,428.3269711402922,424.13138989907134,427.14385491376675,15718000,1.1708401749974673,7.1712001932564995,3.7535972800363027
2024-05-29,426.6864929199219,428.44623936333835,423.2266200569052,423.2266200569052,15517100,0.030291693844408663,10.431790652547402,3.6209587074385707
2024-05-30,412.2704162597656,421.84466424386284,411.84288150879064,421.84466424386284,28424800,-3.681592089461272,5.185084657502226,3.1709860023616754
2024-05-31,412.7277526855469,414.3383733012913,402.1692127903504,414.3383733012913,47995300,-2.7798638613888094,4.534178432909797,3.4292824446279013
2024-06-03,411.1270751953125,414.02023955543035,406.55371826249007,413.1254536486165,17484700,-3.8683263122170852,1.870328121253384,1.2528334015150966
2024-06-04,413.6623229980469,414.03017705380546,407.30928563189894,410.04337212748766,14348900,-3.3114896082345746,0.793273095311009,2.609544076749404
2024-06-05,421.5563659667969,421.6259378345122,413.89096003424896,415.39223173706347,16988000,-1.2023176356060095,3.7706518753835017,5.00711561086955
2024-06-06,422.0633850097656,422.848821948627,418.14618249774657,421.5563568996983,14861300,2.375375084839848,3.5917732232922273,2.4093819741453304
2024-06-07,421.3973083496094,423.81323935854607,420.55222098628695,423.73371564550735,13621700,2.1005506917456396,2.981795471719062,2.2921064080823506
2024-06-10,425.39404296875,425.6028192678221,421.4370934236562,422.2424037753453,14003000,3.470208758851445,3.3519262294778196,0.8047129758701921
2024-06-11,430.1761779785156,430.3153823959729,422.78918087724,423.01786084549974,14551100,3.9921100043106117,4.771444456171592,4.092125285863557
2024-06-12,438.5076904296875,440.8341457768561,430.7428874309175,432.8009161252906,22366200,4.021128805400553,6.072484412113144,5.8793188186982315
2024-06-13,439.0246887207031,440.8242426789463,436.8274858579273,438.2989324414096,15960600,4.018662673272422,4.372695256949721,4.975315118347101
2024-06-14,440.00897216796875,440.5756810111054,434.19281849694386,435.74378876375306,13582000,4.41665465098755,5.126008982897989,4.2655157374737795
2024-06-17,445.775390625,448.3305259626429,438.16966532085047,440.0288392462003,20790000,4.791169033306675,6.70140990774053,4.613444982748316
2024-06-18,443.75714111328125,447.53516969127554,442.3155500964385,447.10763493198164,17112500,3.157070016890584,4.937234459658946,4.292829423921352
2024-06-20,443.120849609375,443.946033241849,438.7164619327626,443.7173532757514,19877400,1.052013289702436,3.8830817885034508,5.591431785672474
2024-06-21,447.17724609375,447.97260457820744,443.9261796037789,444.79114029939626,34486200,1.8569701391516258,4.473662671033152,6.863828167276109
2024-06-24,445.0794677734375,450.13005783321864,443.82674934456685,447.197116551364,15913700,1.1523618667332869,4.840748333203826,6.418027511117108
2024-06-25,448.3404541015625,448.80773551860256,444.1647465305247,445.65606632861267,16747500,0.5754161244671208,4.833081631144354,7.378638775584645
2024-06-26,449.54345703125,450.9751265075422,445.59642930053803,446.4017395883299,16507000,1.3039375329154668,5.07528677423541,6.690430631816735
2024-06-27,450.2294921875,453.5302875755873,449.1557248487335,449.56335593650766,14806300,1.6042220952571906,5.517634061127064,7.64684009878942
2024-06-28,444.3636169433594,452.7448272217048,443.8267333016812,450.44819707911165,28362300,-0.6291977454060294,7.784502457089304,6.494509803978921
2024-07-01,454.0870361328125,454.72331684606445,443.0810879907853,446.0637277902953,17662800,2.023811254299468,10.020960107031351,9.494072634274708
2024-07-02,456.62225341796875,456.9304570935814,450.48794440717063,450.57745029839504,13979800,1.8472121443964484,11.065964994167077,8.128499971057511
2024-07-03,458.1036376953125,458.3521910129211,455.23037712106725,455.5385808076234,9932800,1.9041942508947418,10.743379859972269,8.7169055130639
2024-07-05,464.8543395996094,465.6397765538939,456.3140515175161,456.95033221316646,16000300,3.248309510123959,10.270980852943111,9.881610167510813
2024-07-08,463.5419921875,464.99356542878803,461.77229375422786,463.8501958785038,12962300,4.315919331124074,9.827577717212943,10.353205081726657
2024-07-09,456.8807678222656,464.6256672353131,455.3496709136752,464.29759021110544,17207200,0.615241455304627,8.420428600179308,7.580421761311396
2024-07-10,463.55194091796875,463.7607172108967,456.20469022907776,458.55104934272356,18196100,1.517597411893301,8.970012293289663,10.711307543525095
2024-07-11,452.0687561035156,462.0904118522062,448.9369602373819,460.30084022096906,23111200,-1.317361639422454,5.089212105579066,10.12476712565029
2024-07-12,450.9254150390625,453.71915189160546,448.0422026334216,451.70090017355875,16324300,-2.996406266217544,2.8318145565946695,9.597207422682619
2024-07-15,451.33306884765625,454.61399099803907,448.8177103695207,450.6768844175797,14429400,-2.6338332978698697,2.803573567313289,10.426104176519502
2024-07-16,446.9187316894531,451.67106983710227,444.07529634239484,451.5915461266938,17175700,-2.1804454979133414,1.5703678694185097,11.393578092468193
2024-07-17,440.9534606933594,442.2757813397234,436.63857872187197,440.0288496296795,21778000,-4.875069701975088,-1.0816949596253012,11.32491098113977
2024-07-18,437.82171630859375,442.07694811849893,431.88626155510383,441.76874441556754,20794800,-3.1515205602175134,-1.3375389948197647,10.027020253225905
2024-07-19,434.5805358886719,438.58724438350157,429.5001207828966,430.59376141790096,20940400,-3.624741166779144,-1.927310287528039,7.4412723523894275
2024-07-22,440.3768310546875,442.0272287343498,436.37015276462773,439.23349185507885,15808800,-2.4275282599926062,-1.5207426358265108,8.477718278599578
2024-07-23,442.2757873535156,445.7953108894537,440.53591409904936,441.33127259326983,13107100,-1.0388788848447073,-0.6299280517134687,11.681131470467276
2024-07-24,426.4180603027344,438.9252800797557,425.11564336198785,437.90124163761953,26805800,-3.2963570277392495,-4.88967560216238,5.7475830434448705
2024-07-25,415.9788513183594,427.31287721528406,415.09401723172687,426.31866388501027,29943800,-4.988986196116107,-7.466376206329118,4.202526400765683
2024-07-26,422.8090515136719,426.4379540941027,414.8553456338981,415.7799870015666,23583800,-2.708700322007873,-6.0903253006821645,9.428260414896128
2024-07-29,424.2606506347656,429.6492697069918,422.2423988579534,429.0825608465564,15125800,-3.6596340414467687,-4.523990160777758,8.24422683229027
2024-07-30,420.47265625,426.5671576267596,414.9448029922065,425.24486743225,32687600,-4.929759151858826,-7.402629277657002,6.495779332980711
2024-07-31,415.92913818359375,419.33928250485553,409.8246539863894,418.0666907004293,42891400,-2.4597743612674527,-8.911767862773567,3.06019802228763
2024-08-01,414.6962585449219,424.98637136355273,410.6995323530128,418.3549862264431,30296400,-0.3083312455362974,-9.47544956612223,1.0452026091807287
2024-08-02,406.12615966796875,412.59849761680636,402.0001807599968,410.1030126570464,29437900,-3.9457272227209295,-12.633673589500027,-0.02766003607073131
2024-08-05,392.8633728027344,398.7193036046689,383.34874440032485,386.91799678720787,40709200,-7.400468977044095,-15.247511676606972,-3.5751148558481938
2024-08-06,397.29754638671875,403.3225066578681,396.1939842314513,397.6853041219084,24946500,-5.511680609619008,-13.041306535959452,-2.907745605559209
2024-08-07,396.1243591308594,407.7069368759002,395.16992295159474,406.27529777749277,20650900,-4.761575286411512,-14.545852543208637,-3.759311585848246
2024-08-08,400.3597412109375,403.51138026295973,397.62565473832814,400.11118789524573,20203000,-3.4571127755741227,-11.43830760131932,-2.490489859566558
2024-08-09,403.67047119140625,405.68872296700823,399.9322498333492,401.6919964430869,19276700,-0.6046614871029643,-10.479547674988044,-2.3544382514164686
2024-08-12,404.4559020996094,406.39463013243375,401.9007666876047,404.7044554196647,16762900,2.950778845625779,-10.386379812082836,-3.845606638370991
2024-08-13,411.6142578125,412.54882074125726,407.1999483356839,407.2198216789193,19414300,3.603523745864212,-7.899528789830379,-1.657995856122263
2024-08-14,414.4477233886719,415.30276256625774,410.0632696291805,412.3996465083127,18267000,4.625659552473871,-6.011005620187138,-0.7972235600022581
2024-08-15,419.34808349609375,419.42775054091777,415.991550712489,418.1229861127925,20752100,4.742820101672485,-4.219441869685392,-0.8348844874032646
2024-08-16,416.7983093261719,419.6568394696199,415.6329698343419,418.919805326896,22775600,3.2521175244797362,-4.0918138512893165,-2.287845640281916
2024-08-19,419.8460693359375,420.0651916950313,414.79631569386714,417.28632868553893,15234000,3.8051533322754683,-4.662089435899597,-1.911698314886645
2024-08-20,423.10302734375,424.15879050030776,419.9556774327427,420.015435317403,16387600,2.7911495564576505,-4.335023656730419,-0.33591477344245835
2024-08-21,422.4456787109375,424.69662989295495,420.03533264675815,422.38589043229285,16067300,1.9297862844731117,-0.9315697344002505,-1.2217570021113344
2024-08-22,413.88995361328125,425.0850728631847,412.95370628251766,422.66475709775676,19361900,-1.3015750155117467,-0.5021644005356984,-3.258283735030898
2024-08-23,415.1250305175781,417.58516466451346,410.44379375355777,415.3142739439322,18493800,-0.40146007580954546,-1.8173738165218278,-2.709591841828829
2024-08-26,411.8382263183594,415.6130949578331,409.6968209788455,414.70672647734364,13152800,-1.907328328747715,-2.92801708049526,-0.1048316649366221
2024-08-27,412.18682861328125,412.7047404254691,408.61117324322794,411.2107324794244,13492900,-2.5800332365856327,-1.9705984476175442,-0.13106074615674146
2024-08-28,408.9597473144531,413.3421641808517,405.6828816466664,413.22264841837114,14882700,-3.1923468687467094,-1.6756197701311981,-0.5271673921815379
2024-08-29,411.4696960449219,420.3640158924635,408.95977368399144,413.2824329478728,17045200,-0.5847587135735965,-0.7780544033170966,-0.5300523715173755
2024-08-30,415.4736328125,415.822210323597,410.48363692465733,413.93977626013776,24308300,0.0839752530670701,2.3016180864028346,-1.4429228557245821
2024-09-03,407.80438232421875,418.20267931936957,405.4040060811421,416.2405478075573,20313600,-0.9794729426166437,3.8031057501984433,-3.3784031479577314
2024-09-04,407.26654052734375,409.5971891641853,402.7546379619835,404.2884945573242,15135800,-1.193703375357924,2.5092010336558834,-3.353312311748824
2024-09-05,406.75860595703125,411.4497822581618,404.50762432491115,405.9916624475026,14195500,-0.5382293420993833,2.684572806758112,-4.3807470555218275
2024-09-06,400.0953369140625,409.00956601687597,399.1989078370585,407.42592125419515,19609500,-2.764324867709722,-0.0660416794344143,-6.992679419350701
2024-09-09,404.0992431640625,407.01753119323797,400.5434971977151,405.6131601713445,15295100,-2.7376922986519947,0.10621831500103873,-7.846714668084531
2024-09-10,412.5453796386719,414.66684525245614,406.0713456246143,406.56934824108026,19594300,1.1625665441436839,2.0000888841202435,-6.03139407926937
2024-09-11,421.3500671386719,422.29625388353406,407.9438146629927,413.84017908445105,19266900,3.4580612964404622,2.3652750460861682,-4.240573763158184
2024-09-12,425.29425048828125,425.6627675750461,418.07321227741465,421.6189886086143,17418800,4.5569151481476,2.6171037956064236,-4.594497715094392
2024-09-13,428.869873046875,430.1049097614262,423.7603615358477,424.12887859450143,15874600,7.191919894580789,2.270617161618649,-3.3548233227430724
2024-09-16,429.61688232421875,431.79813615912246,426.50935094179886,428.879848197679,13834700,6.314696102956119,3.0754858432056498,-3.0474682689971444
2024-09-17,433.41168212890625,440.08492951868885,430.5431821213062,438.47140586333086,18874200,5.057941142986544,3.2310920081793926,-3.0783238827759685
2024-09-18,429.0890197753906,434.28816840172493,428.6906237541022,433.2622842089649,18898000,1.8367037863012303,1.414783644830142,-3.592717515827226
2024-09-19,436.9375305175781,439.73630274210893,435.15467267064554,439.4673922763036,21706600,2.7376998433271016,3.4304651549192045,-2.543362634280888
2024-09-20,433.53118896484375,437.4853309751932,432.4853956233,435.47341133704515,55167100,1.08688350731021,4.745521165733413,-3.561895477725341
2024-09-23,431.77825927734375,434.7164566201473,428.6707276626035,432.5451724016005,15128900,0.5030940454276323,4.011617593620498,-4.098183977355296
2024-09-24,427.45556640625,431.6188608604207,424.3978231376462,431.2702529601879,17015800,-1.3742397743872425,3.7921055137358994,-3.80500335590358
2024-09-25,430.3838195800781,431.38979462226376,426.8579828341436,428.11292879639643,13396400,0.3017555204198219,4.4147434375855665,-5.219972090505043
2024-09-26,429.5870056152344,433.5610566850483,427.41572154773536,433.3519041012862,14492000,-1.6822827953544395,5.043835838670141,-5.9207030757626455
2024-09-27,426.3101501464844,430.1248672217253,425.762359424982,429.7961684722898,14896100,-1.6656330622028093,3.6066943068250312,-6.940239049132845
2024-09-30,428.5810241699219,428.70057032593814,423.67072584299484,426.49937695538483,16807300,-0.7404807997449914,3.1548070255849714,-7.803157320405052
2024-10-01,419.0094299316406,426.7683189487975,417.13693529272734,426.73844000863045,19092900,-1.9759098110754825,2.747652573903303,-9.607017919931238
2024-10-02,415.46368408203125,421.1309565128566,415.0453484935869,420.89189457845896,16582300,-3.4667045598053225,2.012722072398465,-9.065184323176922
2024-10-03,414.87603759765625,417.8739927473743,412.63502577299244,415.9616796785687,13686400,-3.4244443675640945,1.9956385732825765,-10.500636287687614
2024-10-04,414.39794921875,418.07321108796054,413.3123071245128,416.5692334072243,19169700,-2.794256933277617,3.5748010499206506,-8.332981736994826
2024-10-07,407.9040222167969,415.4437592952022,407.3661708398638,414.3382079936023,20919800,-4.824525769234034,0.9415457012349915,-9.540689299701322
2024-10-08,413.0533447265625,413.99956190900485,406.5394920239681,409.25856700863125,19229300,-1.421468057663955,0.12312950597956895,-8.481480033986777
2024-10-09,415.7923278808594,418.70067647812056,412.6449477589923,414.19871346026423,14974300,0.07910289428889605,-1.3190312975512986,-6.964667533833047
2024-10-10,414.1788024902344,415.68278008253634,411.4995460461954,413.5712539026246,13848400,-0.16805865951169396,-2.613589999226462,-6.071991851707947
2024-10-11,414.65692138671875,415.46368322393135,411.59917791222887,414.4776477330423,14144900,0.06249359304431046,-3.3140475825875537,-5.290919581875553
2024-10-14,417.46563720703125,422.34605664401147,415.8520832387316,416.1010845405741,16653100,2.34408450749537,-2.8283909727777723,-3.9382570704972863
2024-10-15,417.0672302246094,420.7923105426525,413.60115139482065,420.4934907291295,18900200,0.9717595921427513,-3.7711147572242143,-5.293103357470564
2024-10-16,414.45770263671875,414.6967341717602,408.84024879356656,413.51151588006746,15508900,-0.3209836148114431,-3.4098558724086514,-6.289759808750639
2024-10-17,415.0553283691406,420.81223776702603,413.92983752079977,420.6727824355961,14820000,0.21162982596796276,-5.008084822220871,-2.6646929366750616
2024-10-18,416.4895324707031,417.97357047210465,414.59712869532103,415.4736181228242,17145300,0.44195839728313757,-3.930895153087266,0.12276613359676336
2024-10-21,417.1070861816406,417.2863598354636,412.09718088424023,414.457708513249,14206100,-0.08588755419235428,-3.3978489607739637,-1.3485911220722513
2024-10-22,425.8022155761719,428.85992860317606,416.3700446113444,416.8182287379404,25482200,2.094383043917958,-0.38678893433962136,0.3633532685861418
2024-10-23,422.9038391113281,429.3579337373482,420.8421009299413,429.13881136450993,19654400,2.037876584480469,-1.7379790151144991,0.578202369450298
2024-10-24,423.0332946777344,424.2783011634291,420.71258556682636,423.6308734743349,13581600,1.9221452571013264,-1.5255840730364012,1.7080208722969559
2024-10-25,426.43963623046875,430.79217425375066,424.8659613297776,425.0552047565001,16899100,2.389040536202569,0.030373680743900344,2.8318021789614845
2024-10-28,424.8858947753906,430.21452917811945,424.59704472930554,429.93564891158985,14882400,1.86494280520626,-0.8621775548014465,4.619189052672468
2024-10-29,430.2244873046875,431.43961494644003,424.09903059516625,426.29025434116863,17644100,1.0385741470442245,2.6765644331385507,9.509951064008447
2024-10-30,430.8021545410156,436.7483071680008,430.3738795735308,435.69254402246366,29749100,1.8676386211779583,3.691891986389817,8.433127377455385
2024-10-31,404.72674560546875,414.4975548257246,404.67692710480617,413.70073237613923,53971000,-4.327448761736708,-2.446343262184303,2.1716378395622904
2024-11-01,408.73065185546875,413.8401634297127,405.87212177522963,407.3760993641267,24230400,-4.152752903444745,-1.3675978305311642,2.090847251327621
2024-11-04,406.8282775878906,408.78046967487955,403.9498383507318,408.1629209153218,19672300,-4.249992153080506,-0.2637249378076745,0.7822733199097653
2024-11-05,409.8163146972656,413.24257521436044,406.4498120639611,406.73866209939297,17626000,-4.743610187155312,-0.7836832870678601,1.3253391951580706
2024-11-06,418.50146484375,418.77040570560524,408.8800507986786,410.77248502778195,26681800,-2.855299020120039,0.6515601133618931,1.6732187723164982
2024-11-07,423.73052978515625,425.1448706929316,418.2027124984046,419.5971138468432,19901800,4.695460427567721,2.3061844878329074,2.2398015172057972
2024-11-08,420.85205078125,424.7962229099081,420.095077093531,423.6209440547306,16891400,2.9656202368858464,1.4940373776502147,0.358644129864083
2024-11-11,416.34014892578125,423.11297221775334,414.3381687204943,420.83211176857736,24503300,2.3380556027931654,-0.2696002211774462,-0.10992376651702829
2024-11-12,421.340087890625,422.744458901271,415.533390819855,416.57918414479684,19401200,2.8119361723976333,1.0245009332702892,0.35584912276314107
2024-11-13,423.50146484375,427.61494119189337,416.5393671420712,419.9556884147255,21502200,1.194738948373053,2.182071210040526,0.09417032596088504
2024-11-14,425.1846923828125,426.4595778768523,418.3222016749388,423.30222788535474,30246900,0.34318098306336253,2.440485236865353,0.6483706213383122
2024-11-15,413.3421936035156,421.1110226744225,411.98764100476023,418.14294637599176,28247600,-1.7844411507068614,-0.7556825854702298,-0.13234435989172288
2024-11-18,414.0991516113281,416.72858966014985,410.45376875637714,413.21269235073834,24742000,-0.5382611598317433,-0.7211420448039574,-0.24712528294690284
2024-11-19,416.1210632324219,416.270457948444,409.90596948487496,411.45973532284427,18133500,-1.238672703642174,-2.2736265781637566,1.0399318568237392
2024-11-20,413.8302001953125,415.62302783332285,408.93981090505724,415.2046922657536,19191700,-2.283643730017726,-2.1455560524308748,0.3986958019886355
2024-11-21,412.0437927246094,418.9399686403921,409.4689690149979,418.6605301722443,20780200,-3.090633292689615,-2.5977865315534476,0.7541195509847887
2024-11-22,416.16552734375,416.56472079906104,410.2374116400306,410.5467888521348,24814600,0.6830499726196759,-2.409276252446224,1.1412338123474974
2024-11-25,417.95196533203125,420.23736087052777,414.0198472532827,417.54278213072394,27691100,0.9304085037873611,-1.631950961098605,0.5965077742128733
2024-11-26,427.133544921875,428.18146205416855,418.01185069672323,418.75036014607525,23458900,2.6464610091852414,-0.718448734096222,4.739812379526831
2024-11-27,422.1435546875,426.37509083138485,421.17549451394376,424.2593075311874,18332400,2.008880571853844,-2.009878493467765,3.6528937881547874
2024-11-29,422.61260986328125,424.0297817162198,416.9639323784013,419.24935840992123,16271900,2.5649742394579844,4.419244453700566,3.897644370411868
2024-12-02,430.1175842285156,432.13353107658475,420.4669212999132,420.72641076442574,20207200,3.352525850427135,5.232524714248621,7.5037733621228675
2024-12-03,430.3371276855469,431.60457529422956,426.88402964452257,428.9798333762607,18302000,2.9632980296375733,5.778568352485625,6.492930874119929
2024-12-04,436.544677734375,438.79017518476684,431.7642546343851,432.1634480898198,26009400,2.203323275445701,6.522034891864625,5.817371683261352
2024-12-05,441.7342529296875,443.770179142923,435.2971785217715,437.0436765362191,21697800,4.640766872939683,5.551423361113339,4.837826638890008
2024-12-06,442.682373046875,445.2073090094776,440.88595677867977,441.4148949698492,18821000,4.7489740521671875,4.472616894356873,4.08849227061745
2024-12-09,445.12744140625,447.4328163406456,439.6184986530788,441.7143023543043,19144400,3.489710192773665,5.768153102720142,3.790792821112454
2024-12-10,442.4428405761719,448.7202622082635,440.71632196493806,443.500747434082,18469500,2.813076565280892,6.269559089542387,2.98544093113029
2024-12-11,448.0915222167969,449.4488165759074,443.1614051498909,443.1614051498909,19200200,2.6450544632336204,6.349131045208356,3.3870430108813965
2024-12-12,448.6603698730469,455.24716851093444,448.2112581986308,448.2112581986308,20834800,1.5679374867182405,5.9406890218382635,4.561139809147519
2024-12-13,446.37493896484375,450.5266178755225,444.6883184556146,447.5426110314286,20177800,0.8341343913365495,4.9837745717695725,2.1598987928746816
2024-12-16,450.6863098144531,451.27512549789225,444.38893932865295,446.37494735046533,23598800,1.2488262666173755,9.03467315673041,3.9570672851868327
2024-12-17,453.5505676269531,454.3789237624039,448.67036888572403,450.10748972576295,22733500,2.5105450991852907,9.527045844482673,5.042474437237554
2024-12-18,436.5147399902344,451.7441820228141,436.1454548251872,450.4168569277278,24444500,-2.5835753752469715,4.9008998966297845,2.1193252108394844
2024-12-19,436.15545654296875,442.29314366547726,435.4468858542376,440.73626782337294,22963700,-2.78716690168479,5.394786638848381,1.3410441332394774
2024-12-20,435.726318359375,442.85201454579715,427.7722660445124,432.2432815476765,64263700,-2.385577611091516,5.747574906581332,1.4291197508053521
2024-12-23,434.3790283203125,436.7742196281346,431.96385754199804,435.86603695951885,19152500,-3.618321910167255,4.3765040061855665,1.8927248556140697
2024-12-24,438.4508361816406,438.7203153724094,433.32113775673025,433.7802087154167,7164500,-3.329227769312837,4.904599702821,2.3029045746564947
2024-12-26,437.2332763671875,440.0576302640168,435.7562575113133,438.20133650274425,8194200,0.16460758621099636,2.36453717236369,4.349268807272422
2024-12-27,429.66845703125,434.3490742197977,425.49682901810996,433.73031978660106,18117700,-1.4873136205002746,1.7825458330923638,3.4190167500690816
2024-12-30,423.9798583984375,426.6944166190143,421.05572893712207,425.2074080072107,13158700,-2.6958343955825415,0.3235228914723054,2.194347220798054
2024-12-31,420.6565246582031,425.8760697244736,419.81820926028456,425.24732556190753,13246500,-3.1591082366873247,-2.1996449150718633,1.5102814700826084
1 Price Close High Low Open Volume 5d_change 20d_change 60d_change
2 Ticker MSFT MSFT MSFT MSFT MSFT
3 Date
4 2024-01-02 367.380615234375 372.3632885983454 363.319184585885 370.3424737462839 25258600
5 2024-01-03 367.1131591796875 369.7481357898977 365.04282689247566 365.5381225658885 23083500
6 2024-01-04 364.4781799316406 369.5896348719219 363.71543548306664 367.1825051718643 20901500
7 2024-01-05 364.28997802734375 368.559424433647 363.0517388090319 365.4985007136341 20987000
8 2024-01-08 371.1646728515625 371.66988411040546 365.53812127674354 365.8253710003868 23134000
9 2024-01-09 372.2543640136719 372.45246416250234 367.6976373642498 368.50992959667377 20830000 1.3266211055222854
10 2024-01-10 379.16864013671875 380.5554922110054 372.7793440678221 372.8288615431399 25514200 3.2838596644067852
11 2024-01-11 381.0111389160156 387.0042042259602 376.80112586493703 382.3682441685505 27850800 4.5360627589492
12 2024-01-12 384.8150329589844 385.0230486833725 381.03096664819185 381.8630597761942 21645700 5.6342628591610655
13 2024-01-16 386.59808349609375 390.32271672497956 383.9730224089054 389.9562027545636 27202300 4.158103336171615
14 2024-01-17 385.8056640625 386.43962688844755 381.1895041483633 384.3296924343439 22234100 3.6403334275835197
15 2024-01-18 390.1642150878906 390.2830812145117 386.4494974787357 388.0344497047316 23392100 2.8999167618944277
16 2024-01-19 394.9190368652344 394.9190368652344 389.79766667261197 392.0364126276258 29272000 3.650260196798172
17 2024-01-22 392.7793884277344 396.85070439221124 389.8868483654438 396.25634353223927 27016900 2.0696580919693064
18 2024-01-23 395.14691162109375 395.6224063859319 390.2236710516202 392.02655469237413 20525900 2.211296043604505
19 2024-01-24 398.7724609375 401.81358370975624 396.68232764982235 397.7620686193911 24867000 3.360965917000991
20 2024-01-25 401.06072998046875 403.18061005906736 398.74274976275865 400.5159168098495 21021200 2.7928022281908937
21 2024-01-26 400.1295471191406 402.34849224643625 398.6436601299057 400.5654097210854 17803300 1.319386954669488
22 2024-01-29 405.8651123046875 406.12267574413715 400.52581011271667 402.23954412902646 24510200 3.331570918050031
23 2024-01-30 404.7457275390625 409.16375662074074 402.6258777098208 408.3812111979871 33477600 2.42917650009955
24 2024-01-31 393.83929443359375 411.41240548584386 393.47278047208044 403.1310461052013 47871100 -1.23708806077244 7.201980208547232
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149 2024-07-31 415.92913818359375 419.33928250485553 409.8246539863894 418.0666907004293 42891400 -2.4597743612674527 -8.911767862773567 3.06019802228763
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152 2024-08-05 392.8633728027344 398.7193036046689 383.34874440032485 386.91799678720787 40709200 -7.400468977044095 -15.247511676606972 -3.5751148558481938
153 2024-08-06 397.29754638671875 403.3225066578681 396.1939842314513 397.6853041219084 24946500 -5.511680609619008 -13.041306535959452 -2.907745605559209
154 2024-08-07 396.1243591308594 407.7069368759002 395.16992295159474 406.27529777749277 20650900 -4.761575286411512 -14.545852543208637 -3.759311585848246
155 2024-08-08 400.3597412109375 403.51138026295973 397.62565473832814 400.11118789524573 20203000 -3.4571127755741227 -11.43830760131932 -2.490489859566558
156 2024-08-09 403.67047119140625 405.68872296700823 399.9322498333492 401.6919964430869 19276700 -0.6046614871029643 -10.479547674988044 -2.3544382514164686
157 2024-08-12 404.4559020996094 406.39463013243375 401.9007666876047 404.7044554196647 16762900 2.950778845625779 -10.386379812082836 -3.845606638370991
158 2024-08-13 411.6142578125 412.54882074125726 407.1999483356839 407.2198216789193 19414300 3.603523745864212 -7.899528789830379 -1.657995856122263
159 2024-08-14 414.4477233886719 415.30276256625774 410.0632696291805 412.3996465083127 18267000 4.625659552473871 -6.011005620187138 -0.7972235600022581
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164 2024-08-21 422.4456787109375 424.69662989295495 420.03533264675815 422.38589043229285 16067300 1.9297862844731117 -0.9315697344002505 -1.2217570021113344
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166 2024-08-23 415.1250305175781 417.58516466451346 410.44379375355777 415.3142739439322 18493800 -0.40146007580954546 -1.8173738165218278 -2.709591841828829
167 2024-08-26 411.8382263183594 415.6130949578331 409.6968209788455 414.70672647734364 13152800 -1.907328328747715 -2.92801708049526 -0.1048316649366221
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171 2024-08-30 415.4736328125 415.822210323597 410.48363692465733 413.93977626013776 24308300 0.0839752530670701 2.3016180864028346 -1.4429228557245821
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174 2024-09-05 406.75860595703125 411.4497822581618 404.50762432491115 405.9916624475026 14195500 -0.5382293420993833 2.684572806758112 -4.3807470555218275
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177 2024-09-10 412.5453796386719 414.66684525245614 406.0713456246143 406.56934824108026 19594300 1.1625665441436839 2.0000888841202435 -6.03139407926937
178 2024-09-11 421.3500671386719 422.29625388353406 407.9438146629927 413.84017908445105 19266900 3.4580612964404622 2.3652750460861682 -4.240573763158184
179 2024-09-12 425.29425048828125 425.6627675750461 418.07321227741465 421.6189886086143 17418800 4.5569151481476 2.6171037956064236 -4.594497715094392
180 2024-09-13 428.869873046875 430.1049097614262 423.7603615358477 424.12887859450143 15874600 7.191919894580789 2.270617161618649 -3.3548233227430724
181 2024-09-16 429.61688232421875 431.79813615912246 426.50935094179886 428.879848197679 13834700 6.314696102956119 3.0754858432056498 -3.0474682689971444
182 2024-09-17 433.41168212890625 440.08492951868885 430.5431821213062 438.47140586333086 18874200 5.057941142986544 3.2310920081793926 -3.0783238827759685
183 2024-09-18 429.0890197753906 434.28816840172493 428.6906237541022 433.2622842089649 18898000 1.8367037863012303 1.414783644830142 -3.592717515827226
184 2024-09-19 436.9375305175781 439.73630274210893 435.15467267064554 439.4673922763036 21706600 2.7376998433271016 3.4304651549192045 -2.543362634280888
185 2024-09-20 433.53118896484375 437.4853309751932 432.4853956233 435.47341133704515 55167100 1.08688350731021 4.745521165733413 -3.561895477725341
186 2024-09-23 431.77825927734375 434.7164566201473 428.6707276626035 432.5451724016005 15128900 0.5030940454276323 4.011617593620498 -4.098183977355296
187 2024-09-24 427.45556640625 431.6188608604207 424.3978231376462 431.2702529601879 17015800 -1.3742397743872425 3.7921055137358994 -3.80500335590358
188 2024-09-25 430.3838195800781 431.38979462226376 426.8579828341436 428.11292879639643 13396400 0.3017555204198219 4.4147434375855665 -5.219972090505043
189 2024-09-26 429.5870056152344 433.5610566850483 427.41572154773536 433.3519041012862 14492000 -1.6822827953544395 5.043835838670141 -5.9207030757626455
190 2024-09-27 426.3101501464844 430.1248672217253 425.762359424982 429.7961684722898 14896100 -1.6656330622028093 3.6066943068250312 -6.940239049132845
191 2024-09-30 428.5810241699219 428.70057032593814 423.67072584299484 426.49937695538483 16807300 -0.7404807997449914 3.1548070255849714 -7.803157320405052
192 2024-10-01 419.0094299316406 426.7683189487975 417.13693529272734 426.73844000863045 19092900 -1.9759098110754825 2.747652573903303 -9.607017919931238
193 2024-10-02 415.46368408203125 421.1309565128566 415.0453484935869 420.89189457845896 16582300 -3.4667045598053225 2.012722072398465 -9.065184323176922
194 2024-10-03 414.87603759765625 417.8739927473743 412.63502577299244 415.9616796785687 13686400 -3.4244443675640945 1.9956385732825765 -10.500636287687614
195 2024-10-04 414.39794921875 418.07321108796054 413.3123071245128 416.5692334072243 19169700 -2.794256933277617 3.5748010499206506 -8.332981736994826
196 2024-10-07 407.9040222167969 415.4437592952022 407.3661708398638 414.3382079936023 20919800 -4.824525769234034 0.9415457012349915 -9.540689299701322
197 2024-10-08 413.0533447265625 413.99956190900485 406.5394920239681 409.25856700863125 19229300 -1.421468057663955 0.12312950597956895 -8.481480033986777
198 2024-10-09 415.7923278808594 418.70067647812056 412.6449477589923 414.19871346026423 14974300 0.07910289428889605 -1.3190312975512986 -6.964667533833047
199 2024-10-10 414.1788024902344 415.68278008253634 411.4995460461954 413.5712539026246 13848400 -0.16805865951169396 -2.613589999226462 -6.071991851707947
200 2024-10-11 414.65692138671875 415.46368322393135 411.59917791222887 414.4776477330423 14144900 0.06249359304431046 -3.3140475825875537 -5.290919581875553
201 2024-10-14 417.46563720703125 422.34605664401147 415.8520832387316 416.1010845405741 16653100 2.34408450749537 -2.8283909727777723 -3.9382570704972863
202 2024-10-15 417.0672302246094 420.7923105426525 413.60115139482065 420.4934907291295 18900200 0.9717595921427513 -3.7711147572242143 -5.293103357470564
203 2024-10-16 414.45770263671875 414.6967341717602 408.84024879356656 413.51151588006746 15508900 -0.3209836148114431 -3.4098558724086514 -6.289759808750639
204 2024-10-17 415.0553283691406 420.81223776702603 413.92983752079977 420.6727824355961 14820000 0.21162982596796276 -5.008084822220871 -2.6646929366750616
205 2024-10-18 416.4895324707031 417.97357047210465 414.59712869532103 415.4736181228242 17145300 0.44195839728313757 -3.930895153087266 0.12276613359676336
206 2024-10-21 417.1070861816406 417.2863598354636 412.09718088424023 414.457708513249 14206100 -0.08588755419235428 -3.3978489607739637 -1.3485911220722513
207 2024-10-22 425.8022155761719 428.85992860317606 416.3700446113444 416.8182287379404 25482200 2.094383043917958 -0.38678893433962136 0.3633532685861418
208 2024-10-23 422.9038391113281 429.3579337373482 420.8421009299413 429.13881136450993 19654400 2.037876584480469 -1.7379790151144991 0.578202369450298
209 2024-10-24 423.0332946777344 424.2783011634291 420.71258556682636 423.6308734743349 13581600 1.9221452571013264 -1.5255840730364012 1.7080208722969559
210 2024-10-25 426.43963623046875 430.79217425375066 424.8659613297776 425.0552047565001 16899100 2.389040536202569 0.030373680743900344 2.8318021789614845
211 2024-10-28 424.8858947753906 430.21452917811945 424.59704472930554 429.93564891158985 14882400 1.86494280520626 -0.8621775548014465 4.619189052672468
212 2024-10-29 430.2244873046875 431.43961494644003 424.09903059516625 426.29025434116863 17644100 1.0385741470442245 2.6765644331385507 9.509951064008447
213 2024-10-30 430.8021545410156 436.7483071680008 430.3738795735308 435.69254402246366 29749100 1.8676386211779583 3.691891986389817 8.433127377455385
214 2024-10-31 404.72674560546875 414.4975548257246 404.67692710480617 413.70073237613923 53971000 -4.327448761736708 -2.446343262184303 2.1716378395622904
215 2024-11-01 408.73065185546875 413.8401634297127 405.87212177522963 407.3760993641267 24230400 -4.152752903444745 -1.3675978305311642 2.090847251327621
216 2024-11-04 406.8282775878906 408.78046967487955 403.9498383507318 408.1629209153218 19672300 -4.249992153080506 -0.2637249378076745 0.7822733199097653
217 2024-11-05 409.8163146972656 413.24257521436044 406.4498120639611 406.73866209939297 17626000 -4.743610187155312 -0.7836832870678601 1.3253391951580706
218 2024-11-06 418.50146484375 418.77040570560524 408.8800507986786 410.77248502778195 26681800 -2.855299020120039 0.6515601133618931 1.6732187723164982
219 2024-11-07 423.73052978515625 425.1448706929316 418.2027124984046 419.5971138468432 19901800 4.695460427567721 2.3061844878329074 2.2398015172057972
220 2024-11-08 420.85205078125 424.7962229099081 420.095077093531 423.6209440547306 16891400 2.9656202368858464 1.4940373776502147 0.358644129864083
221 2024-11-11 416.34014892578125 423.11297221775334 414.3381687204943 420.83211176857736 24503300 2.3380556027931654 -0.2696002211774462 -0.10992376651702829
222 2024-11-12 421.340087890625 422.744458901271 415.533390819855 416.57918414479684 19401200 2.8119361723976333 1.0245009332702892 0.35584912276314107
223 2024-11-13 423.50146484375 427.61494119189337 416.5393671420712 419.9556884147255 21502200 1.194738948373053 2.182071210040526 0.09417032596088504
224 2024-11-14 425.1846923828125 426.4595778768523 418.3222016749388 423.30222788535474 30246900 0.34318098306336253 2.440485236865353 0.6483706213383122
225 2024-11-15 413.3421936035156 421.1110226744225 411.98764100476023 418.14294637599176 28247600 -1.7844411507068614 -0.7556825854702298 -0.13234435989172288
226 2024-11-18 414.0991516113281 416.72858966014985 410.45376875637714 413.21269235073834 24742000 -0.5382611598317433 -0.7211420448039574 -0.24712528294690284
227 2024-11-19 416.1210632324219 416.270457948444 409.90596948487496 411.45973532284427 18133500 -1.238672703642174 -2.2736265781637566 1.0399318568237392
228 2024-11-20 413.8302001953125 415.62302783332285 408.93981090505724 415.2046922657536 19191700 -2.283643730017726 -2.1455560524308748 0.3986958019886355
229 2024-11-21 412.0437927246094 418.9399686403921 409.4689690149979 418.6605301722443 20780200 -3.090633292689615 -2.5977865315534476 0.7541195509847887
230 2024-11-22 416.16552734375 416.56472079906104 410.2374116400306 410.5467888521348 24814600 0.6830499726196759 -2.409276252446224 1.1412338123474974
231 2024-11-25 417.95196533203125 420.23736087052777 414.0198472532827 417.54278213072394 27691100 0.9304085037873611 -1.631950961098605 0.5965077742128733
232 2024-11-26 427.133544921875 428.18146205416855 418.01185069672323 418.75036014607525 23458900 2.6464610091852414 -0.718448734096222 4.739812379526831
233 2024-11-27 422.1435546875 426.37509083138485 421.17549451394376 424.2593075311874 18332400 2.008880571853844 -2.009878493467765 3.6528937881547874
234 2024-11-29 422.61260986328125 424.0297817162198 416.9639323784013 419.24935840992123 16271900 2.5649742394579844 4.419244453700566 3.897644370411868
235 2024-12-02 430.1175842285156 432.13353107658475 420.4669212999132 420.72641076442574 20207200 3.352525850427135 5.232524714248621 7.5037733621228675
236 2024-12-03 430.3371276855469 431.60457529422956 426.88402964452257 428.9798333762607 18302000 2.9632980296375733 5.778568352485625 6.492930874119929
237 2024-12-04 436.544677734375 438.79017518476684 431.7642546343851 432.1634480898198 26009400 2.203323275445701 6.522034891864625 5.817371683261352
238 2024-12-05 441.7342529296875 443.770179142923 435.2971785217715 437.0436765362191 21697800 4.640766872939683 5.551423361113339 4.837826638890008
239 2024-12-06 442.682373046875 445.2073090094776 440.88595677867977 441.4148949698492 18821000 4.7489740521671875 4.472616894356873 4.08849227061745
240 2024-12-09 445.12744140625 447.4328163406456 439.6184986530788 441.7143023543043 19144400 3.489710192773665 5.768153102720142 3.790792821112454
241 2024-12-10 442.4428405761719 448.7202622082635 440.71632196493806 443.500747434082 18469500 2.813076565280892 6.269559089542387 2.98544093113029
242 2024-12-11 448.0915222167969 449.4488165759074 443.1614051498909 443.1614051498909 19200200 2.6450544632336204 6.349131045208356 3.3870430108813965
243 2024-12-12 448.6603698730469 455.24716851093444 448.2112581986308 448.2112581986308 20834800 1.5679374867182405 5.9406890218382635 4.561139809147519
244 2024-12-13 446.37493896484375 450.5266178755225 444.6883184556146 447.5426110314286 20177800 0.8341343913365495 4.9837745717695725 2.1598987928746816
245 2024-12-16 450.6863098144531 451.27512549789225 444.38893932865295 446.37494735046533 23598800 1.2488262666173755 9.03467315673041 3.9570672851868327
246 2024-12-17 453.5505676269531 454.3789237624039 448.67036888572403 450.10748972576295 22733500 2.5105450991852907 9.527045844482673 5.042474437237554
247 2024-12-18 436.5147399902344 451.7441820228141 436.1454548251872 450.4168569277278 24444500 -2.5835753752469715 4.9008998966297845 2.1193252108394844
248 2024-12-19 436.15545654296875 442.29314366547726 435.4468858542376 440.73626782337294 22963700 -2.78716690168479 5.394786638848381 1.3410441332394774
249 2024-12-20 435.726318359375 442.85201454579715 427.7722660445124 432.2432815476765 64263700 -2.385577611091516 5.747574906581332 1.4291197508053521
250 2024-12-23 434.3790283203125 436.7742196281346 431.96385754199804 435.86603695951885 19152500 -3.618321910167255 4.3765040061855665 1.8927248556140697
251 2024-12-24 438.4508361816406 438.7203153724094 433.32113775673025 433.7802087154167 7164500 -3.329227769312837 4.904599702821 2.3029045746564947
252 2024-12-26 437.2332763671875 440.0576302640168 435.7562575113133 438.20133650274425 8194200 0.16460758621099636 2.36453717236369 4.349268807272422
253 2024-12-27 429.66845703125 434.3490742197977 425.49682901810996 433.73031978660106 18117700 -1.4873136205002746 1.7825458330923638 3.4190167500690816
254 2024-12-30 423.9798583984375 426.6944166190143 421.05572893712207 425.2074080072107 13158700 -2.6958343955825415 0.3235228914723054 2.194347220798054
255 2024-12-31 420.6565246582031 425.8760697244736 419.81820926028456 425.24732556190753 13246500 -3.1591082366873247 -2.1996449150718633 1.5102814700826084

255
src/strategy/RERE.csv Normal file
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@ -0,0 +1,255 @@
Price,Close,High,Low,Open,Volume,5d_change,20d_change,60d_change
Ticker,RERE,RERE,RERE,RERE,RERE,,,
Date,,,,,,,,
2024-01-02,1.7400000095367432,1.899999976158142,1.7100000381469727,1.8899999856948853,227300,,,
2024-01-03,1.7599999904632568,1.7799999713897705,1.7200000286102295,1.7799999713897705,142300,,,
2024-01-04,1.6699999570846558,1.7599999904632568,1.6399999856948853,1.7400000095367432,143600,,,
2024-01-05,1.6200000047683716,1.659999966621399,1.590000033378601,1.649999976158142,145100,,,
2024-01-08,1.600000023841858,1.6299999952316284,1.5700000524520874,1.6100000143051147,200200,,,
2024-01-09,1.5499999523162842,1.600000023841858,1.5499999523162842,1.5800000429153442,177400,-10.919543458568404,,
2024-01-10,1.5,1.559999942779541,1.5,1.5499999523162842,109300,-14.772726810914428,,
2024-01-11,1.4500000476837158,1.5199999809265137,1.4500000476837158,1.5,100600,-13.173647608051265,,
2024-01-12,1.4199999570846558,1.4579999446868896,1.409999966621399,1.4500000476837158,133700,-12.345681919446161,,
2024-01-16,1.2799999713897705,1.399999976158142,1.2599999904632568,1.399999976158142,289100,-20.00000298023219,,
2024-01-17,1.2999999523162842,1.309999942779541,1.2380000352859497,1.2599999904632568,355400,-16.129032754253036,,
2024-01-18,1.2699999809265137,1.3200000524520874,1.159999966621399,1.2999999523162842,281400,-15.333334604899084,,
2024-01-19,1.2200000286102295,1.3200000524520874,1.2000000476837158,1.309999942779541,228500,-15.862069759300834,,
2024-01-22,1.2100000381469727,1.25,1.1699999570846558,1.1699999570846558,184400,-14.788727132698332,,
2024-01-23,1.2200000286102295,1.2799999713897705,1.2200000286102295,1.2799999713897705,227100,-4.687495634425332,,
2024-01-24,1.2200000286102295,1.25600004196167,1.2200000286102295,1.2200000286102295,213900,-6.153840510802655,,
2024-01-25,1.1799999475479126,1.2999999523162842,1.1799999475479126,1.2999999523162842,140100,-7.08661690789496,,
2024-01-26,1.2300000190734863,1.2300000190734863,1.1699999570846558,1.190000057220459,212800,0.8196713302251579,,
2024-01-29,1.1399999856948853,1.2400000095367432,1.1399999856948853,1.2100000381469727,354800,-5.785128119441008,,
2024-01-30,1.100000023841858,1.149999976158142,1.059999942779541,1.1399999856948853,353200,-9.836065733954968,,
2024-01-31,1.0800000429153442,1.1150000095367432,1.059999942779541,1.090000033378601,295800,-11.475408394405296,-37.93103235655252,
2024-02-01,1.0800000429153442,1.1100000143051147,1.0700000524520874,1.0800000429153442,270900,-8.474568565903095,-38.63636086548654,
2024-02-02,1.0700000524520874,1.0800000429153442,1.059999942779541,1.0700000524520874,117500,-13.008127165877692,-35.928138925224715,
2024-02-05,1.0299999713897705,1.0800000429153442,1.0099999904632568,1.0800000429153442,178300,-9.649124182932722,-36.41975503962789,
2024-02-06,1.1200000047683716,1.1299999952316284,1.0199999809265137,1.059999942779541,304400,1.8181800448205276,-30.000000745058053,
2024-02-07,1.1200000047683716,1.1410000324249268,1.090000033378601,1.090000033378601,189700,3.703700024404788,-27.74193295330949,
2024-02-08,1.100000023841858,1.1399999856948853,1.100000023841858,1.1200000047683716,176100,1.851850012202405,-26.666665077209473,
2024-02-09,1.090000033378601,1.100000023841858,1.059999942779541,1.090000033378601,103700,1.869157004308586,-24.82758637699304,
2024-02-12,1.100000023841858,1.1200000047683716,1.0800000429153442,1.0800000429153442,140300,6.79612178606539,-22.535207247454903,
2024-02-13,1.100000023841858,1.1200000047683716,1.0700000524520874,1.0700000524520874,160800,-1.7857125751218117,-14.062496216501952,
2024-02-14,1.090000033378601,1.1100000143051147,1.0800000429153442,1.0800000429153442,123200,-2.6785688626827175,-16.153840510802652,
2024-02-15,1.1100000143051147,1.1299999952316284,1.0700000524520874,1.0700000524520874,133600,0.9090900224102638,-12.598422757823414,
2024-02-16,1.100000023841858,1.1399999856948853,1.090000033378601,1.1100000143051147,158700,0.9174302896359121,-9.836065733954968,
2024-02-20,1.1200000047683716,1.1299999952316284,1.100000023841858,1.100000023841858,134200,1.8181800448205276,-7.43801905299355,
2024-02-21,1.100000023841858,1.1399999856948853,1.100000023841858,1.1200000047683716,147900,0.0,-9.836065733954968,
2024-02-22,1.1200000047683716,1.1299999952316284,1.1100000143051147,1.1100000143051147,121100,2.7522908689077363,-8.196723073504641,
2024-02-23,1.159999966621399,1.2100000381469727,1.1399999856948853,1.2000000476837158,396500,4.504500150622537,-1.6949137131806236,
2024-02-26,1.2000000476837158,1.2330000400543213,1.1699999570846558,1.190000057220459,145100,9.090911061310525,-2.4390220263873164,
2024-02-27,1.2000000476837158,1.2100000381469727,1.1799999475479126,1.1799999475479126,142900,7.142860944173757,5.263163398397563,
2024-02-28,1.1699999570846558,1.2000000476837158,1.159999966621399,1.1799999475479126,115700,6.3636301568718245,6.3636301568718245,
2024-02-29,1.1799999475479126,1.2100000381469727,1.149999976158142,1.149999976158142,123400,5.357137725365435,9.259250061011981,
2024-03-01,1.1699999570846558,1.2000000476837158,1.159999966621399,1.159999966621399,109800,0.8620681681899223,8.333325054910778,
2024-03-04,1.1699999570846558,1.2000000476837158,1.159999966621399,1.2000000476837158,163600,-2.5000074505802994,9.345785021542907,
2024-03-05,1.149999976158142,1.1749999523162842,1.1299999952316284,1.159999966621399,95700,-4.1666724615624595,11.650486223456546,
2024-03-06,1.149999976158142,1.1799999475479126,1.1399999856948853,1.1399999856948853,111600,-1.7094001418896276,2.6785688626827175,
2024-03-07,1.1399999856948853,1.159999966621399,1.1100000143051147,1.1299999952316284,90100,-3.389827426361236,1.7857125751218117,
2024-03-08,1.1399999856948853,1.159999966621399,1.1299999952316284,1.1299999952316284,146100,-2.5641002128344415,3.6363600896410553,
2024-03-11,1.190000057220459,1.190000057220459,1.149999976158142,1.149999976158142,213400,1.709410330718164,9.174313832990855,
2024-03-12,1.5099999904632568,1.7000000476837158,1.3700000047683716,1.559999942779541,16112600,31.304349719013324,37.27272343044448,
2024-03-13,1.590000033378601,1.6399999856948853,1.440000057220459,1.4600000381469727,2234400,38.26087533413587,44.54545444693447,
2024-03-14,1.6799999475479126,1.7400000095367432,1.5399999618530273,1.590000033378601,1998800,47.36841830080123,54.12843083504573,
2024-03-15,1.6799999475479126,1.75,1.659999966621399,1.690000057220459,1259900,47.36841830080123,51.35134467539901,
2024-03-18,1.809999942779541,1.9199999570846558,1.6950000524520874,1.7100000381469727,1592100,52.100828214012516,64.54544577716814,
2024-03-19,1.840000033378601,1.840000033378601,1.7000000476837158,1.8200000524520874,589100,21.854307615863135,64.28571656650426,
2024-03-20,1.8300000429153442,1.840000033378601,1.7699999809265137,1.7999999523162842,468600,15.094339905563746,66.36363665919657,
2024-03-21,1.7999999523162842,1.840000033378601,1.7799999713897705,1.8300000429153442,475800,7.1428576496993745,60.71428077257413,
2024-03-22,1.6699999570846558,1.809999942779541,1.6200000047683716,1.7599999904632568,940700,-0.5952375461590109,43.96551768433894,
2024-03-25,1.6299999952316284,1.7050000429153442,1.600000023841858,1.6699999570846558,321500,-9.944748797698534,35.83332753843755,
2024-03-26,1.649999976158142,1.6749999523162842,1.6009999513626099,1.6100000143051147,258300,-10.326089879008403,37.499992549419694,
2024-03-27,1.649999976158142,1.6699999570846558,1.6139999628067017,1.6200000047683716,205300,-9.836068991039305,41.02564416066519,
2024-03-28,1.7599999904632568,1.7599999904632568,1.649999976158142,1.649999976158142,560800,-2.222220161814692,49.152548194651004,1.1494241848790887
2024-04-01,1.840000033378601,1.8700000047683716,1.75,1.7599999904632568,660600,10.179645548657202,57.26496588627372,4.5454570084564105
2024-04-02,1.850000023841858,1.8700000047683716,1.7899999618530273,1.8200000524520874,505200,13.496934310049902,58.11966595721854,10.778447388192202
2024-04-03,1.7899999618530273,1.8600000143051147,1.7899999618530273,1.840000033378601,320200,8.484847740474578,55.652173822904125,10.493824480510572
2024-04-04,1.75,1.850000023841858,1.7400000095367432,1.809999942779541,312700,6.060607593140577,52.17391619835556,9.374998370185516
2024-04-05,1.659999966621399,1.7899999618530273,1.6200000047683716,1.75,557900,-5.6818195672567295,45.61403398698716,7.096775334781991
2024-04-08,1.690000057220459,1.7000000476837158,1.6100000143051147,1.659999966621399,869200,-8.152172469405484,48.245620914663604,12.66667048136394
2024-04-09,1.7000000476837158,1.7200000286102295,1.6699999570846558,1.6699999570846558,703600,-8.108106714865881,42.85713999497518,17.241378743356538
2024-04-10,1.7100000381469727,1.7389999628067017,1.659999966621399,1.7200000286102295,578100,-4.469269576030488,13.24503635409675,20.422541537093018
2024-04-11,1.7300000190734863,1.75,1.6799999475479126,1.6799999475479126,523400,-1.1428560529436416,8.805030362005617,35.156254511093834
2024-04-12,1.7400000095367432,1.7599999904632568,1.7200000286102295,1.7300000190734863,531000,4.819279790599551,3.571432372745331,33.84615948919733
2024-04-15,1.7100000381469727,1.7599999904632568,1.7100000381469727,1.7300000190734863,345800,1.183430783985151,1.7857197342682873,34.64567431721235
2024-04-16,1.5299999713897705,1.7200000286102295,1.5,1.7200000286102295,1107800,-10.00000420738657,-15.469612168041635,25.409830779486065
2024-04-17,1.590000033378601,1.600000023841858,1.5499999523162842,1.5499999523162842,540900,-7.01754398195269,-13.58695627526435,31.404957293519665
2024-04-18,1.559999942779541,1.6200000047683716,1.5399999618530273,1.590000033378601,476000,-9.826593897090829,-14.754103486558956,27.86884477016156
2024-04-19,1.5800000429153442,1.7050000429153442,1.5499999523162842,1.590000033378601,501600,-9.195400330141224,-12.222217512719302,29.508197201864906
2024-04-22,1.5499999523162842,1.6200000047683716,1.5399999618530273,1.600000023841858,371500,-9.35672995680581,-7.185629212701139,31.355934001289288
2024-04-23,1.5800000429153442,1.6200000047683716,1.5299999713897705,1.5299999713897705,1252200,3.2679785921928106,-3.0674817461688986,28.455286049954708
2024-04-24,1.5800000429153442,1.6200000047683716,1.5800000429153442,1.600000023841858,1118000,-0.6289302046118661,-4.242420257834523,38.59649673173089
2024-04-25,1.6100000143051147,1.6200000047683716,1.5499999523162842,1.5700000524520874,672900,3.2051329076644652,-2.4242401473340114,46.363634491755
2024-04-26,1.9800000190734863,2.0,1.690000057220459,1.7699999809265137,3416400,25.316453499588533,12.500001693313777,83.33332781438496
2024-04-29,2.069999933242798,2.0899999141693115,1.9500000476837158,2.0,1144700,33.54838689829877,12.499994331080089,91.66665286929575
2024-04-30,2.0799999237060547,2.0999999046325684,2.0299999713897705,2.049999952316284,669600,31.645561215817033,12.43242685946353,94.39250670496516
2024-05-01,2.069999933242798,2.0999999046325684,1.8899999856948853,2.0799999237060547,951500,31.01265044419417,15.642456835580676,100.97087288747821
2024-05-02,2.1500000953674316,2.1500000953674316,2.049999952316284,2.119999885559082,1064600,33.5403774077222,22.85714830671037,91.96429341195187
2024-05-03,2.259999990463257,2.259999990463257,2.0999999046325684,2.180000066757202,1376200,14.141412560227785,36.144580476289946,101.7857125751218
2024-05-06,2.3399999141693115,2.380000114440918,2.240000009536743,2.2899999618530273,1498000,13.043477760095378,38.46152869473309,112.72726031374364
2024-05-07,2.5199999809265137,2.609999895095825,2.190000057220459,2.390000104904175,2535000,21.153849680748337,48.235288837789405,131.19265172088447
2024-05-08,2.450000047683716,2.630000114440918,2.3299999237060547,2.609999895095825,1219000,18.35749404327862,43.27485339349104,122.72727223467234
2024-05-09,2.890000104904175,3.0,2.4100000858306885,2.440000057220459,4875600,34.418603568028125,67.052027343441,162.72727656955556
2024-05-10,2.630000114440918,2.9600000381469727,2.5899999141693115,2.950000047683716,3112600,16.371686970751643,51.14943103598763,141.28440678014294
2024-05-13,2.7799999713897705,2.8949999809265137,2.640000104904175,2.700000047683716,2411600,18.803421938442977,62.573094115383434,150.45044464527453
2024-05-14,2.7200000286102295,2.940000057220459,2.630000114440918,2.7799999713897705,3002300,7.9365098887890895,77.77778297208242,147.27272451416528
2024-05-15,2.7899999618530273,3.0250000953674316,2.549999952316284,2.7200000286102295,3229700,13.877547247019638,75.47169203037933,149.10713839059585
2024-05-16,2.9100000858306885,2.930000066757202,2.6510000228881836,2.8499999046325684,1600500,0.6920408373887188,86.5384738826192,164.54545661437606
2024-05-17,2.8299999237060547,2.940000057220459,2.799999952316284,2.8499999046325684,1248600,7.60455515446441,79.11391435687986,152.67856354083946
2024-05-20,2.7100000381469727,2.7899999618530273,2.5199999809265137,2.5999999046325684,3667000,-2.5179832360862853,74.83871751719806,133.62069966605983
2024-05-21,2.640000104904175,2.700000047683716,2.5899999141693115,2.6700000762939453,759800,-2.9411736347271344,67.08860969604575,120.00000000000001
2024-05-22,2.5,2.640000104904175,2.4600000381469727,2.609999895095825,1874100,-10.394264007818077,58.2278438035428,108.33332505491077
2024-05-23,2.2899999618530273,2.5399999618530273,2.2699999809265137,2.4000000953674316,2392400,-21.305845556381687,42.236021211552874,95.72649964527594
2024-05-24,2.309999942779541,2.4100000858306885,2.259999990463257,2.299999952316284,1364300,-18.3745581252717,16.666662652885922,95.76271571704847
2024-05-28,2.3299999237060547,2.4000000953674316,2.2850000858306885,2.3499999046325684,1166200,-14.022144246933376,12.560386417788383,99.14529992905518
2024-05-29,2.309999942779541,2.4049999713897705,2.2699999809265137,2.319999933242798,1017800,-12.50000564437902,11.057693630280617,97.43589978716555
2024-05-30,2.380000114440918,2.440000057220459,2.299999952316284,2.299999952316284,887100,-4.7999954223632795,14.97585464712956,106.95653598114791
2024-05-31,2.309999942779541,2.4200000762939453,2.259999990463257,2.390000104904175,1445800,0.8733616270600209,7.441853037907231,100.86956440613713
2024-06-03,2.509999990463257,2.549999952316284,2.369999885559082,2.4100000858306885,1429400,8.658010936704308,11.061946949334045,120.17544052277249
2024-06-04,2.4200000762939453,2.5199999809265137,2.4000000953674316,2.5,869000,3.8626676195224086,3.4188104726077917,112.28071111060918
2024-06-05,2.5899999141693115,2.5950000286102295,2.4200000762939453,2.4200000762939453,1231200,12.121211182925684,2.777775149707007,117.64704114543494
2024-06-06,2.690000057220459,2.690000057220459,2.549999952316284,2.630000114440918,1280300,13.025207053503141,9.795918565946327,78.14570027879184
2024-06-07,2.5199999809265137,2.680000066757202,2.509999990463257,2.6700000762939453,1261300,9.09091096748198,-12.802771991246331,58.49056151097996
2024-06-10,2.5199999809265137,2.555000066757202,2.443000078201294,2.509999990463257,619800,0.3984059960657982,-4.182514400300241,50.000003547895645
2024-06-11,2.549999952316284,2.569999933242798,2.4809999465942383,2.5,688200,5.371895534045779,-8.273382066205748,51.78571618637267
2024-06-12,2.559999942779541,2.619999885559082,2.494999885559082,2.5799999237060547,813800,-1.1583000920443065,-5.8823560348431165,41.436465398350045
2024-06-13,2.559999942779541,2.630000114440918,2.5299999713897705,2.549999952316284,734500,-4.832717906156681,-8.243728394918248,39.13042914889946
2024-06-14,2.140000104904175,2.5299999713897705,2.109999895095825,2.5,4555700,-15.079360273749941,-26.460479663756075,16.939893700492714
2024-06-17,2.190000057220459,2.4189999103546143,2.180000066757202,2.2300000190734863,2367100,-13.095235166816376,-22.614836881249012,21.666673068647203
2024-06-18,2.1500000953674316,2.259999990463257,2.065000057220459,2.190000057220459,3562400,-15.686269193280333,-20.66420423973331,28.742523989085566
2024-06-20,2.0899999141693115,2.200000047683716,2.0799999237060547,2.1700000762939453,623600,-18.35937652795113,-20.833339730296217,28.220854005114006
2024-06-21,2.2300000190734863,2.244999885559082,2.052999973297119,2.2300000190734863,2093600,-12.890622307895628,-10.799999237060543,35.151518260370864
2024-06-24,2.2699999809265137,2.309999942779541,2.200000047683716,2.240000009536743,979300,6.0747602640028875,-0.873361627060032,37.57575840770488
2024-06-25,2.240000009536743,2.2899999618530273,2.190000057220459,2.2799999713897705,762500,2.2831027858393638,-3.030300215443704,27.272728504228194
2024-06-26,2.2200000286102295,2.3499999046325684,2.200000047683716,2.25,805400,3.2558107040844053,-4.721025695179481,20.652173279251194
2024-06-27,2.200000047683716,2.319999933242798,2.200000047683716,2.319999933242798,751800,5.263164499129891,-4.761900338554392,18.918919963850577
2024-06-28,2.369999885559082,2.4700000286102295,2.180000066757202,2.180000066757202,2783700,6.278020864939826,-0.42017766390675115,32.402231065169
2024-07-01,2.390000104904175,2.440000057220459,2.2699999809265137,2.299999952316284,1114200,5.286349118323885,3.4632105673722435,36.57143456595284
2024-07-02,2.490000009536743,2.5,2.380000114440918,2.4000000953674316,1228400,11.160714238197823,-0.7968119921316186,50.00000359064132
2024-07-03,2.549999952316284,2.6050000190734863,2.490000009536743,2.509999990463257,1392800,14.864861236629888,5.371895534045779,50.887566034184985
2024-07-05,2.569999933242798,2.619999885559082,2.515000104904175,2.559999942779541,1144100,16.818176251797755,-0.772200061362871,51.17646242095548
2024-07-08,2.359999895095825,2.5799999237060547,2.3399999141693115,2.549999952316284,1298400,-0.42194054625018795,-12.26766375855094,38.011686692897364
2024-07-09,2.309999942779541,2.4000000953674316,2.190000057220459,2.359999895095825,1591800,-3.347286971263186,-8.333334910175804,33.52600678101019
2024-07-10,2.319999933242798,2.384999990463257,2.2799999713897705,2.319999933242798,893000,-6.827312274812936,-7.9365098887890895,33.333328765927625
2024-07-11,2.430000066757202,2.434999942779541,2.319999933242798,2.319999933242798,930700,-4.70587795305959,-4.70587795305959,42.105263891716135
2024-07-12,2.380000114440918,2.4800000190734863,2.3499999046325684,2.4700000286102295,719400,-7.392989250475979,-7.031243451638003,55.55556594416486
2024-07-15,2.259999990463257,2.359999895095825,2.25,2.359999895095825,556700,-4.237284282951547,-11.718748399289291,42.13836119619248
2024-07-16,2.2899999618530273,2.3499999046325684,2.2799999713897705,2.3499999046325684,423000,-0.8658000615553441,7.009338766157169,46.79487473395696
2024-07-17,2.2300000190734863,2.369999885559082,2.2200000286102295,2.259999990463257,743100,-3.8793067568546613,1.8264822286715,41.139237879942826
2024-07-18,2.240000009536743,2.319999933242798,2.2100000381469727,2.2100000381469727,518600,-7.818932181101179,4.186042333822804,44.51613409338102
2024-07-19,2.1700000762939453,2.259999990463257,2.140000104904175,2.259999990463257,956900,-8.82353059030434,3.827759110527551,37.34177325020573
2024-07-22,2.2799999713897705,2.2899999618530273,2.184999942779541,2.200000047683716,682800,0.8849549119871458,2.242150308907087,44.30379173805705
2024-07-23,2.380000114440918,2.440000057220459,2.240000009536743,2.2799999713897705,1190400,3.930137733061967,4.845820900381992,47.82609275119414
2024-07-24,2.440000057220459,2.450000047683716,2.3499999046325684,2.380000114440918,931700,9.417041988825758,8.928573519295568,23.232324935139314
2024-07-25,2.380000114440918,2.440000057220459,2.3299999237060547,2.380000114440918,621400,6.250004656612851,7.207210980571577,14.97585464712956
2024-07-26,2.5399999618530273,2.565000057220459,2.38100004196167,2.4000000953674316,853000,17.050685370988084,15.45454121818237,22.11538726056126
2024-07-29,2.4700000286102295,2.549999952316284,2.4649999141693115,2.549999952316284,628300,8.333335947572174,4.219415522358028,19.323676727892636
2024-07-30,2.380000114440918,2.509999990463257,2.369999885559082,2.490000009536743,461200,0.0,-0.41840962444885665,10.697674831227367
2024-07-31,2.680000066757202,2.744999885559082,2.380000114440918,2.390000104904175,1800900,9.836065733954968,7.630524357138779,18.584074250719507
2024-08-01,2.5899999141693115,2.6500000953674316,2.5199999809265137,2.609999895095825,965400,8.82352057271747,1.5686259843531891,10.68376107563871
2024-08-02,2.5799999237060547,2.609999895095825,2.450000047683716,2.509999990463257,953500,1.5748016714081325,0.3891046973934831,2.3809501283202916
2024-08-05,2.490000009536743,2.5250000953674316,2.3299999237060547,2.4600000381469727,710400,0.8097158176053387,5.5084796703196215,1.632651472429325
2024-08-06,2.490000009536743,2.5899999141693115,2.4649999141693115,2.4700000286102295,708700,4.621844109518669,7.792210875148964,-13.840833247329398
2024-08-07,2.4800000190734863,2.549999952316284,2.424999952316284,2.5199999809265137,703000,-7.462688160516196,6.896555622182587,-5.703425431193121
2024-08-08,2.609999895095825,2.625,2.484999895095825,2.5299999713897705,708000,0.772200061362871,7.407400139656373,-6.115110720988937
2024-08-09,2.5999999046325684,2.640000104904175,2.5350000858306885,2.5799999237060547,533900,0.7751930820906638,9.243688219037338,-4.411769217479556
2024-08-12,2.7300000190734863,2.799999952316284,2.5999999046325684,2.609999895095825,1489200,9.638554562953372,20.79646153068737,-2.1505356128998288
2024-08-13,2.7100000381469727,2.8399999141693115,2.680000066757202,2.7200000286102295,1073900,8.835342480627538,18.340614990844315,-6.872853669577261
2024-08-14,2.6700000762939453,2.7300000190734863,2.6500000953674316,2.7100000381469727,737200,7.661292570934819,19.73094410121434,-5.653705007969756
2024-08-15,2.740000009536743,2.819999933242798,2.690000057220459,2.690000057220459,919700,4.980847496782959,22.321428476395667,1.1070099987999793
2024-08-16,2.75,2.7850000858306885,2.7100000381469727,2.7100000381469727,569100,5.769234648823174,26.7281061435082,4.166662527455389
2024-08-19,2.8399999141693115,2.9000000953674316,2.75,2.75,1526500,4.029300158509064,24.56140130730764,13.599996566772464
2024-08-20,2.5199999809265137,2.680000066757202,2.4100000858306885,2.680000066757202,1846700,-7.011072123466688,5.882347048478298,10.043669122482179
2024-08-21,2.619999885559082,2.700000047683716,2.5,2.5199999809265137,1022600,-1.8726662661472826,7.377041972026466,13.4199112752587
2024-08-22,2.4800000190734863,2.619999885559082,2.4700000286102295,2.619999885559082,801700,-9.489050713806947,4.2016764631988,6.437772544165754
2024-08-23,2.2799999713897705,2.5,2.259999990463257,2.5,1266500,-17.090910131281067,-10.236220250711215,-1.298700092333016
2024-08-26,2.2799999713897705,2.309999942779541,2.194999933242798,2.2799999713897705,1563700,-19.7183084402782,-7.692309919824758,-4.201686480785671
2024-08-27,2.2300000190734863,2.309999942779541,2.2200000286102295,2.299999952316284,685600,-11.507935081269515,-6.30252471238506,-3.4632002462213762
2024-08-28,2.319999933242798,2.369999885559082,2.2200000286102295,2.2300000190734863,1427800,-11.450380359549793,-13.432840468172236,-7.569723423998564
2024-08-29,2.2899999618530273,2.3949999809265137,2.2799999713897705,2.319999933242798,897300,-7.661292570934819,-11.58301012579388,-5.371905386052866
2024-08-30,2.369999885559082,2.5399999618530273,2.3399999141693115,2.3499999046325684,1321800,3.9473647060816575,-8.13953660298241,-8.494209880342407
2024-09-03,2.380000114440918,2.490000009536743,2.3299999237060547,2.380000114440918,1413900,4.385971241490516,-4.417666452792113,-11.524161196481897
2024-09-04,2.4000000953674316,2.440000057220459,2.359999895095825,2.4000000953674316,541600,7.623321741700084,-3.61445437046628,-4.761900256640573
2024-09-05,2.559999942779541,2.569999933242798,2.3499999046325684,2.4000000953674316,1285200,10.3448282949423,3.2258033504347416,1.587300085546861
2024-09-06,2.509999990463257,2.569999933242798,2.430000066757202,2.5,1072800,9.606988308952168,-3.8314141245931688,-1.5686259843532002
2024-09-09,2.390000104904175,2.5260000228881836,2.380000114440918,2.509999990463257,571500,0.843891152356524,-8.076915670428486,-6.640618815435895
2024-09-10,2.440000057220459,2.4749999046325684,2.3399999141693115,2.3499999046325684,418300,2.52100587791928,-10.62270915116873,-4.687495634425332
2024-09-11,2.390000104904175,2.4649999141693115,2.390000104904175,2.4200000762939453,350000,-0.4166662527455345,-11.808115451599976,11.682242417983169
2024-09-12,2.359999895095825,2.424999952316284,2.3499999046325684,2.369999885559082,379000,-7.812502037268176,-11.61049334606804,7.7625494718538635
2024-09-13,2.369999885559082,2.4100000858306885,2.319999933242798,2.3499999046325684,558600,-5.57769344366953,-13.503654112768338,10.232547927122425
2024-09-16,2.3399999141693115,2.4100000858306885,2.3350000381469727,2.359999895095825,342700,-2.092058097916616,-14.909094030206848,11.961722979274114
2024-09-17,2.359999895095825,2.4049999713897705,2.322000026702881,2.3399999141693115,321600,-3.2786950921536606,-16.901409633101494,5.829590803158413
2024-09-18,2.2799999713897705,2.375,2.265000104904175,2.359999895095825,507300,-4.602515844609744,-9.52380997433594,0.44052821794189345
2024-09-19,2.190000057220459,2.3399999141693115,2.1600000858306885,2.309999942779541,1532600,-7.2033832810176275,-16.41220790537803,-2.2321407189022646
2024-09-20,2.200000047683716,2.2160000801086426,2.1600000858306885,2.180000066757202,811700,-7.172989286253206,-11.290321340173893,-0.9009000301245074
2024-09-23,2.2100000381469727,2.2809998989105225,2.200000047683716,2.2100000381469727,510900,-5.55555046114129,-3.0701725491746212,0.4545450112051208
2024-09-24,2.200000047683716,2.3499999046325684,2.119999885559082,2.3499999046325684,3628500,-6.779654852722472,-3.508768627628134,-7.172989286253206
2024-09-25,2.190000057220459,2.2200000286102295,2.1700000762939453,2.1700000762939453,704700,-3.9473647060816464,-1.793720247125663,-8.368202464649455
2024-09-26,2.4800000190734863,2.490000009536743,2.259999990463257,2.319999933242798,3830600,13.242007044561198,6.896555622182587,-0.4016060411629163
2024-09-27,2.5299999713897705,2.5899999141693115,2.4800000190734863,2.559999942779541,2211500,14.99999620697723,10.480349936012189,-0.7843129921765946
2024-09-30,2.7799999713897705,2.9000000953674316,2.619999885559082,2.8499999046325684,4394100,25.79185173773697,17.299582515970013,8.171207922250678
2024-10-01,2.8299999237060547,2.9200000762939453,2.690000057220459,2.7899999618530273,1318500,28.63635738033907,18.90755410198144,19.915256334837483
2024-10-02,2.9000000953674316,3.184999942779541,2.815000057220459,2.9700000286102295,3959400,32.420092218997574,20.833332505491086,25.54113277933523
2024-10-03,2.8299999237060547,2.869999885559082,2.7200000286102295,2.7899999618530273,899900,14.112899271804302,10.546874490682946,21.98275884216947
2024-10-04,2.990000009536743,3.0,2.819999933242798,2.9100000858306885,1841200,18.181819895210793,19.123506808655222,23.045264501858732
2024-10-07,2.9200000762939453,2.990000009536743,2.7799999713897705,2.990000009536743,1374900,5.035975048380537,22.175730047134046,22.689072936447218
2024-10-08,2.7200000286102295,2.765000104904175,2.5799999237060547,2.7200000286102295,1038500,-3.886922192979203,11.475408394405285,20.3539840746938
2024-10-09,2.690000057220459,2.7200000286102295,2.5869998931884766,2.690000057220459,686200,-7.241380387622554,12.552298709138032,17.467253363784273
2024-10-10,2.759999990463257,2.7950000762939453,2.619999885559082,2.700000047683716,1335600,-2.4734959409867696,16.949157336771403,23.766814657247103
2024-10-11,2.7799999713897705,2.8399999141693115,2.6649999618530273,2.700000047683716,835300,-7.023412624654446,17.299582515970013,24.107141051517456
2024-10-14,2.7300000190734863,2.7699999809265137,2.680000066757202,2.759999990463257,741700,-6.506851104661838,16.66667176108094,25.806448068699716
2024-10-15,2.549999952316284,2.680000066757202,2.5399999618530273,2.680000066757202,1105900,-6.250002739184013,8.050850240090558,11.842104575200295
2024-10-16,2.630000114440918,2.680000066757202,2.549999952316284,2.559999942779541,686600,-2.230481096775072,15.350883659783786,10.50420117558386
2024-10-17,2.509999990463257,2.5899999141693115,2.4700000286102295,2.5899999141693115,913500,-9.057971045791135,14.611868716064812,2.868849655788064
2024-10-18,2.609999895095825,2.6600000858306885,2.575000047683716,2.5899999141693115,554200,-6.115110720988937,18.636356296618285,9.66385586535723
2024-10-21,2.509999990463257,2.619999885559082,2.4700000286102295,2.569999933242798,876200,-8.058609050299337,13.574658241536785,-1.1811012535560939
2024-10-22,2.619999885559082,2.7699999809265137,2.509999990463257,2.5399999618530273,891900,2.7450954726180976,19.090901307823405,6.072868632040107
2024-10-23,2.5899999141693115,2.690000057220459,2.5799999237060547,2.630000114440918,848700,-1.520920096237699,18.264833173407812,8.82352057271747
2024-10-24,2.5199999809265137,2.5899999141693115,2.509999990463257,2.559999942779541,652700,0.3984059960657982,1.6129016752173708,-5.97015230765604
2024-10-25,2.5799999237060547,2.5950000286102295,2.5,2.5299999713897705,689800,-1.1494242373779495,1.976282722596956,-0.3861000306814355
2024-10-28,2.619999885559082,2.6500000953674316,2.5399999618530273,2.569999933242798,831400,4.382465956723891,-5.755398830119473,1.5503861641813277
2024-10-29,2.559999942779541,2.6500000953674316,2.5399999618530273,2.6500000953674316,418600,-2.2900742519207262,-9.540635625633954,2.8112422881404475
2024-10-30,2.4700000286102295,2.5399999618530273,2.430000066757202,2.5399999618530273,548600,-4.633200368177215,-14.827588021259041,-0.8032120823258437
2024-10-31,2.380000114440918,2.4649999141693115,2.359999895095825,2.450000047683716,1256700,-5.555550299414003,-15.901053759599925,-4.032254188043427
2024-11-01,2.4000000953674316,2.424999952316284,2.369999885559082,2.369999885559082,494700,-6.976737738815952,-19.732438538042796,-8.045969661645657
2024-11-04,2.3499999046325684,2.444999933242798,2.3450000286102295,2.390000104904175,672800,-10.305343233589426,-19.520553313985502,-9.615384968074835
2024-11-05,2.4600000381469727,2.494999885559082,2.4000000953674316,2.4200000762939453,410100,-3.906246362021115,-9.558823078252043,-9.8901091223489
2024-11-06,2.440000057220459,2.450000047683716,2.3399999141693115,2.4100000858306885,615800,-1.2145737264080192,-9.293680099706824,-9.963098786933323
2024-11-07,2.640000104904175,2.6549999713897705,2.5,2.5,621800,10.92436882190373,-4.347821955569664,-1.1235944019676425
2024-11-08,2.549999952316284,2.5999999046325684,2.5199999809265137,2.5799999237060547,480400,6.249993791183073,-8.273382066205748,-6.934308633545683
2024-11-11,2.559999942779541,2.625,2.555000066757202,2.5799999237060547,319900,8.93617219868812,-6.227108978249762,-6.909092989834875
2024-11-12,2.430000066757202,2.5199999809265137,2.430000066757202,2.4800000190734863,569800,-1.2195110131936526,-4.70587795305959,-14.436614781801238
2024-11-13,2.4100000858306885,2.450000047683716,2.299999952316284,2.430000066757202,426200,-1.229506995337748,-8.365019735255675,-4.365075235253856
2024-11-14,2.380000114440918,2.4100000858306885,2.3499999046325684,2.4000000953674316,261400,-9.848484095900979,-5.17927794885551,-9.160297007682905
2024-11-15,2.390000104904175,2.4100000858306885,2.359999895095825,2.369999885559082,167300,-6.27450393741279,-8.429111074104977,-3.6290287692390844
2024-11-18,2.4700000286102295,2.5,2.4149999618530273,2.430000066757202,284900,-3.515621725818996,-1.5936239842632371,8.333335947572174
2024-11-19,2.4600000381469727,2.4749999046325684,2.4049999713897705,2.4600000381469727,364200,1.2345666899427288,-6.106864671788603,7.894739869118661
2024-11-20,2.799999952316284,2.9000000953674316,2.619999885559082,2.619999885559082,2540800,16.18256649775882,8.108109849660972,25.56053490437278
2024-11-21,2.799999952316284,2.8499999046325684,2.6500000953674316,2.740000009536743,1121100,17.64705116302181,11.11111005988279,20.689656589884574
2024-11-22,2.8299999237060547,2.9000000953674316,2.7200000286102295,2.7300000190734863,2693700,18.410033451422024,9.68992276716374,23.580784753204487
2024-11-25,2.740000009536743,2.869999885559082,2.7300000190734863,2.8499999046325684,1702400,10.931173190246145,4.580157603787627,15.611820330969262
2024-11-26,3.119999885559082,3.130000114440918,2.700000047683716,2.7699999809265137,2395000,26.829261673884485,21.87499825377013,31.09242586284482
2024-11-27,3.440000057220459,3.4800000190734863,3.0299999713897705,3.259999990463257,4287500,22.85714699297543,39.27125576415518,43.333330021964315
2024-11-29,3.2899999618530273,3.4200000762939453,3.2699999809265137,3.3499999046325684,1881600,17.500000638621206,38.23528586786964,28.515626382431968
2024-12-02,3.369999885559082,3.4000000953674316,3.2100000381469727,3.299999952316284,2202300,19.081271251267907,40.416656318638466,34.262944157904144
2024-12-03,3.380000114440918,3.3949999809265137,3.130000114440918,3.2699999809265137,2425500,23.357667980898313,43.82979794075328,41.422592723126115
2024-12-04,3.190000057220459,3.369999885559082,3.1600000858306885,3.369999885559082,1366600,2.243595327851544,29.67479706314835,30.737704197202653
2024-12-05,3.200000047683716,3.25,3.1600000858306885,3.190000057220459,1428100,-6.976744347227271,31.14753986231522,33.89120950737436
2024-12-06,3.240000009536743,3.319999933242798,3.200000047683716,3.2100000381469727,1121100,-1.519755407174006,22.727268211769513,37.28814209990405
2024-12-09,3.5199999809265137,3.700000047683716,3.299999952316284,3.4000000953674316,4869100,4.451041556713475,38.0392175195585,48.52321311805241
2024-12-10,3.200000047683716,3.309999942779541,2.809999942779541,3.309999942779541,2147100,-5.3254455817370765,25.000004656612983,36.75214380594112
2024-12-11,3.0199999809265137,3.200000047683716,3.009999990463257,3.200000047683716,1066000,-5.329155901083949,24.27983119180146,27.96610657492804
2024-12-12,2.9700000286102295,3.069999933242798,2.9100000858306885,3.049999952316284,1149600,-7.187500488944343,23.23651132097442,30.263160784158714
2024-12-13,2.9600000381469727,3.059999942779541,2.930000066757202,2.9700000286102295,1019800,-8.64197440017307,24.36974352172674,35.15981556200482
2024-12-16,3.0199999809265137,3.049999952316284,2.9200000762939453,2.9200000762939453,768900,-14.204545531514267,26.35982629162261,37.27272343044448
2024-12-17,3.0199999809265137,3.1500000953674316,2.930000066757202,3.049999952316284,903400,-5.625002002343504,22.267204289294984,36.65158048860058
2024-12-18,2.819999933242798,3.049999952316284,2.7899999618530273,3.049999952316284,1480400,-6.622518177048375,14.634141850135896,28.18181236913395
2024-12-19,2.75,2.9000000953674316,2.6700000762939453,2.809999942779541,1601200,-7.4074082993586865,-1.7857126131349377,25.570772974786628
2024-12-20,2.809999942779541,2.8550000190734863,2.700000047683716,2.7699999809265137,458600,-5.067570724131986,0.3571425226269964,13.306448434195616
2024-12-23,2.8399999141693115,2.8499999046325684,2.7750000953674316,2.819999933242798,423600,-5.96026714880904,0.35335656299810836,12.25296230376054
2024-12-24,2.880000114440918,2.9200000762939453,2.8410000801086426,2.890000104904175,332200,-4.635757197675372,5.109492861930498,3.5971274849026624
2024-12-26,2.809999942779541,2.819999933242798,2.549999952316284,2.819999933242798,2031000,-0.3546095992902232,-9.935895966354858,-0.7067131259962167
2024-12-27,3.0399999618530273,3.069999933242798,2.7699999809265137,2.7799999713897705,1745100,10.545453158291895,-11.627909555636295,4.827581444195017
2024-12-30,2.890000104904175,2.9700000286102295,2.8499999046325684,2.9700000286102295,1142600,2.846980916501396,-12.158050504157469,2.1201478026736664
2024-12-31,2.880000114440918,3.005000114440918,2.8499999046325684,2.9000000953674316,569500,1.4084577986089863,-14.540053049196866,-3.6789262456513483
1 Price Close High Low Open Volume 5d_change 20d_change 60d_change
2 Ticker RERE RERE RERE RERE RERE
3 Date
4 2024-01-02 1.7400000095367432 1.899999976158142 1.7100000381469727 1.8899999856948853 227300
5 2024-01-03 1.7599999904632568 1.7799999713897705 1.7200000286102295 1.7799999713897705 142300
6 2024-01-04 1.6699999570846558 1.7599999904632568 1.6399999856948853 1.7400000095367432 143600
7 2024-01-05 1.6200000047683716 1.659999966621399 1.590000033378601 1.649999976158142 145100
8 2024-01-08 1.600000023841858 1.6299999952316284 1.5700000524520874 1.6100000143051147 200200
9 2024-01-09 1.5499999523162842 1.600000023841858 1.5499999523162842 1.5800000429153442 177400 -10.919543458568404
10 2024-01-10 1.5 1.559999942779541 1.5 1.5499999523162842 109300 -14.772726810914428
11 2024-01-11 1.4500000476837158 1.5199999809265137 1.4500000476837158 1.5 100600 -13.173647608051265
12 2024-01-12 1.4199999570846558 1.4579999446868896 1.409999966621399 1.4500000476837158 133700 -12.345681919446161
13 2024-01-16 1.2799999713897705 1.399999976158142 1.2599999904632568 1.399999976158142 289100 -20.00000298023219
14 2024-01-17 1.2999999523162842 1.309999942779541 1.2380000352859497 1.2599999904632568 355400 -16.129032754253036
15 2024-01-18 1.2699999809265137 1.3200000524520874 1.159999966621399 1.2999999523162842 281400 -15.333334604899084
16 2024-01-19 1.2200000286102295 1.3200000524520874 1.2000000476837158 1.309999942779541 228500 -15.862069759300834
17 2024-01-22 1.2100000381469727 1.25 1.1699999570846558 1.1699999570846558 184400 -14.788727132698332
18 2024-01-23 1.2200000286102295 1.2799999713897705 1.2200000286102295 1.2799999713897705 227100 -4.687495634425332
19 2024-01-24 1.2200000286102295 1.25600004196167 1.2200000286102295 1.2200000286102295 213900 -6.153840510802655
20 2024-01-25 1.1799999475479126 1.2999999523162842 1.1799999475479126 1.2999999523162842 140100 -7.08661690789496
21 2024-01-26 1.2300000190734863 1.2300000190734863 1.1699999570846558 1.190000057220459 212800 0.8196713302251579
22 2024-01-29 1.1399999856948853 1.2400000095367432 1.1399999856948853 1.2100000381469727 354800 -5.785128119441008
23 2024-01-30 1.100000023841858 1.149999976158142 1.059999942779541 1.1399999856948853 353200 -9.836065733954968
24 2024-01-31 1.0800000429153442 1.1150000095367432 1.059999942779541 1.090000033378601 295800 -11.475408394405296 -37.93103235655252
25 2024-02-01 1.0800000429153442 1.1100000143051147 1.0700000524520874 1.0800000429153442 270900 -8.474568565903095 -38.63636086548654
26 2024-02-02 1.0700000524520874 1.0800000429153442 1.059999942779541 1.0700000524520874 117500 -13.008127165877692 -35.928138925224715
27 2024-02-05 1.0299999713897705 1.0800000429153442 1.0099999904632568 1.0800000429153442 178300 -9.649124182932722 -36.41975503962789
28 2024-02-06 1.1200000047683716 1.1299999952316284 1.0199999809265137 1.059999942779541 304400 1.8181800448205276 -30.000000745058053
29 2024-02-07 1.1200000047683716 1.1410000324249268 1.090000033378601 1.090000033378601 189700 3.703700024404788 -27.74193295330949
30 2024-02-08 1.100000023841858 1.1399999856948853 1.100000023841858 1.1200000047683716 176100 1.851850012202405 -26.666665077209473
31 2024-02-09 1.090000033378601 1.100000023841858 1.059999942779541 1.090000033378601 103700 1.869157004308586 -24.82758637699304
32 2024-02-12 1.100000023841858 1.1200000047683716 1.0800000429153442 1.0800000429153442 140300 6.79612178606539 -22.535207247454903
33 2024-02-13 1.100000023841858 1.1200000047683716 1.0700000524520874 1.0700000524520874 160800 -1.7857125751218117 -14.062496216501952
34 2024-02-14 1.090000033378601 1.1100000143051147 1.0800000429153442 1.0800000429153442 123200 -2.6785688626827175 -16.153840510802652
35 2024-02-15 1.1100000143051147 1.1299999952316284 1.0700000524520874 1.0700000524520874 133600 0.9090900224102638 -12.598422757823414
36 2024-02-16 1.100000023841858 1.1399999856948853 1.090000033378601 1.1100000143051147 158700 0.9174302896359121 -9.836065733954968
37 2024-02-20 1.1200000047683716 1.1299999952316284 1.100000023841858 1.100000023841858 134200 1.8181800448205276 -7.43801905299355
38 2024-02-21 1.100000023841858 1.1399999856948853 1.100000023841858 1.1200000047683716 147900 0.0 -9.836065733954968
39 2024-02-22 1.1200000047683716 1.1299999952316284 1.1100000143051147 1.1100000143051147 121100 2.7522908689077363 -8.196723073504641
40 2024-02-23 1.159999966621399 1.2100000381469727 1.1399999856948853 1.2000000476837158 396500 4.504500150622537 -1.6949137131806236
41 2024-02-26 1.2000000476837158 1.2330000400543213 1.1699999570846558 1.190000057220459 145100 9.090911061310525 -2.4390220263873164
42 2024-02-27 1.2000000476837158 1.2100000381469727 1.1799999475479126 1.1799999475479126 142900 7.142860944173757 5.263163398397563
43 2024-02-28 1.1699999570846558 1.2000000476837158 1.159999966621399 1.1799999475479126 115700 6.3636301568718245 6.3636301568718245
44 2024-02-29 1.1799999475479126 1.2100000381469727 1.149999976158142 1.149999976158142 123400 5.357137725365435 9.259250061011981
45 2024-03-01 1.1699999570846558 1.2000000476837158 1.159999966621399 1.159999966621399 109800 0.8620681681899223 8.333325054910778
46 2024-03-04 1.1699999570846558 1.2000000476837158 1.159999966621399 1.2000000476837158 163600 -2.5000074505802994 9.345785021542907
47 2024-03-05 1.149999976158142 1.1749999523162842 1.1299999952316284 1.159999966621399 95700 -4.1666724615624595 11.650486223456546
48 2024-03-06 1.149999976158142 1.1799999475479126 1.1399999856948853 1.1399999856948853 111600 -1.7094001418896276 2.6785688626827175
49 2024-03-07 1.1399999856948853 1.159999966621399 1.1100000143051147 1.1299999952316284 90100 -3.389827426361236 1.7857125751218117
50 2024-03-08 1.1399999856948853 1.159999966621399 1.1299999952316284 1.1299999952316284 146100 -2.5641002128344415 3.6363600896410553
51 2024-03-11 1.190000057220459 1.190000057220459 1.149999976158142 1.149999976158142 213400 1.709410330718164 9.174313832990855
52 2024-03-12 1.5099999904632568 1.7000000476837158 1.3700000047683716 1.559999942779541 16112600 31.304349719013324 37.27272343044448
53 2024-03-13 1.590000033378601 1.6399999856948853 1.440000057220459 1.4600000381469727 2234400 38.26087533413587 44.54545444693447
54 2024-03-14 1.6799999475479126 1.7400000095367432 1.5399999618530273 1.590000033378601 1998800 47.36841830080123 54.12843083504573
55 2024-03-15 1.6799999475479126 1.75 1.659999966621399 1.690000057220459 1259900 47.36841830080123 51.35134467539901
56 2024-03-18 1.809999942779541 1.9199999570846558 1.6950000524520874 1.7100000381469727 1592100 52.100828214012516 64.54544577716814
57 2024-03-19 1.840000033378601 1.840000033378601 1.7000000476837158 1.8200000524520874 589100 21.854307615863135 64.28571656650426
58 2024-03-20 1.8300000429153442 1.840000033378601 1.7699999809265137 1.7999999523162842 468600 15.094339905563746 66.36363665919657
59 2024-03-21 1.7999999523162842 1.840000033378601 1.7799999713897705 1.8300000429153442 475800 7.1428576496993745 60.71428077257413
60 2024-03-22 1.6699999570846558 1.809999942779541 1.6200000047683716 1.7599999904632568 940700 -0.5952375461590109 43.96551768433894
61 2024-03-25 1.6299999952316284 1.7050000429153442 1.600000023841858 1.6699999570846558 321500 -9.944748797698534 35.83332753843755
62 2024-03-26 1.649999976158142 1.6749999523162842 1.6009999513626099 1.6100000143051147 258300 -10.326089879008403 37.499992549419694
63 2024-03-27 1.649999976158142 1.6699999570846558 1.6139999628067017 1.6200000047683716 205300 -9.836068991039305 41.02564416066519
64 2024-03-28 1.7599999904632568 1.7599999904632568 1.649999976158142 1.649999976158142 560800 -2.222220161814692 49.152548194651004 1.1494241848790887
65 2024-04-01 1.840000033378601 1.8700000047683716 1.75 1.7599999904632568 660600 10.179645548657202 57.26496588627372 4.5454570084564105
66 2024-04-02 1.850000023841858 1.8700000047683716 1.7899999618530273 1.8200000524520874 505200 13.496934310049902 58.11966595721854 10.778447388192202
67 2024-04-03 1.7899999618530273 1.8600000143051147 1.7899999618530273 1.840000033378601 320200 8.484847740474578 55.652173822904125 10.493824480510572
68 2024-04-04 1.75 1.850000023841858 1.7400000095367432 1.809999942779541 312700 6.060607593140577 52.17391619835556 9.374998370185516
69 2024-04-05 1.659999966621399 1.7899999618530273 1.6200000047683716 1.75 557900 -5.6818195672567295 45.61403398698716 7.096775334781991
70 2024-04-08 1.690000057220459 1.7000000476837158 1.6100000143051147 1.659999966621399 869200 -8.152172469405484 48.245620914663604 12.66667048136394
71 2024-04-09 1.7000000476837158 1.7200000286102295 1.6699999570846558 1.6699999570846558 703600 -8.108106714865881 42.85713999497518 17.241378743356538
72 2024-04-10 1.7100000381469727 1.7389999628067017 1.659999966621399 1.7200000286102295 578100 -4.469269576030488 13.24503635409675 20.422541537093018
73 2024-04-11 1.7300000190734863 1.75 1.6799999475479126 1.6799999475479126 523400 -1.1428560529436416 8.805030362005617 35.156254511093834
74 2024-04-12 1.7400000095367432 1.7599999904632568 1.7200000286102295 1.7300000190734863 531000 4.819279790599551 3.571432372745331 33.84615948919733
75 2024-04-15 1.7100000381469727 1.7599999904632568 1.7100000381469727 1.7300000190734863 345800 1.183430783985151 1.7857197342682873 34.64567431721235
76 2024-04-16 1.5299999713897705 1.7200000286102295 1.5 1.7200000286102295 1107800 -10.00000420738657 -15.469612168041635 25.409830779486065
77 2024-04-17 1.590000033378601 1.600000023841858 1.5499999523162842 1.5499999523162842 540900 -7.01754398195269 -13.58695627526435 31.404957293519665
78 2024-04-18 1.559999942779541 1.6200000047683716 1.5399999618530273 1.590000033378601 476000 -9.826593897090829 -14.754103486558956 27.86884477016156
79 2024-04-19 1.5800000429153442 1.7050000429153442 1.5499999523162842 1.590000033378601 501600 -9.195400330141224 -12.222217512719302 29.508197201864906
80 2024-04-22 1.5499999523162842 1.6200000047683716 1.5399999618530273 1.600000023841858 371500 -9.35672995680581 -7.185629212701139 31.355934001289288
81 2024-04-23 1.5800000429153442 1.6200000047683716 1.5299999713897705 1.5299999713897705 1252200 3.2679785921928106 -3.0674817461688986 28.455286049954708
82 2024-04-24 1.5800000429153442 1.6200000047683716 1.5800000429153442 1.600000023841858 1118000 -0.6289302046118661 -4.242420257834523 38.59649673173089
83 2024-04-25 1.6100000143051147 1.6200000047683716 1.5499999523162842 1.5700000524520874 672900 3.2051329076644652 -2.4242401473340114 46.363634491755
84 2024-04-26 1.9800000190734863 2.0 1.690000057220459 1.7699999809265137 3416400 25.316453499588533 12.500001693313777 83.33332781438496
85 2024-04-29 2.069999933242798 2.0899999141693115 1.9500000476837158 2.0 1144700 33.54838689829877 12.499994331080089 91.66665286929575
86 2024-04-30 2.0799999237060547 2.0999999046325684 2.0299999713897705 2.049999952316284 669600 31.645561215817033 12.43242685946353 94.39250670496516
87 2024-05-01 2.069999933242798 2.0999999046325684 1.8899999856948853 2.0799999237060547 951500 31.01265044419417 15.642456835580676 100.97087288747821
88 2024-05-02 2.1500000953674316 2.1500000953674316 2.049999952316284 2.119999885559082 1064600 33.5403774077222 22.85714830671037 91.96429341195187
89 2024-05-03 2.259999990463257 2.259999990463257 2.0999999046325684 2.180000066757202 1376200 14.141412560227785 36.144580476289946 101.7857125751218
90 2024-05-06 2.3399999141693115 2.380000114440918 2.240000009536743 2.2899999618530273 1498000 13.043477760095378 38.46152869473309 112.72726031374364
91 2024-05-07 2.5199999809265137 2.609999895095825 2.190000057220459 2.390000104904175 2535000 21.153849680748337 48.235288837789405 131.19265172088447
92 2024-05-08 2.450000047683716 2.630000114440918 2.3299999237060547 2.609999895095825 1219000 18.35749404327862 43.27485339349104 122.72727223467234
93 2024-05-09 2.890000104904175 3.0 2.4100000858306885 2.440000057220459 4875600 34.418603568028125 67.052027343441 162.72727656955556
94 2024-05-10 2.630000114440918 2.9600000381469727 2.5899999141693115 2.950000047683716 3112600 16.371686970751643 51.14943103598763 141.28440678014294
95 2024-05-13 2.7799999713897705 2.8949999809265137 2.640000104904175 2.700000047683716 2411600 18.803421938442977 62.573094115383434 150.45044464527453
96 2024-05-14 2.7200000286102295 2.940000057220459 2.630000114440918 2.7799999713897705 3002300 7.9365098887890895 77.77778297208242 147.27272451416528
97 2024-05-15 2.7899999618530273 3.0250000953674316 2.549999952316284 2.7200000286102295 3229700 13.877547247019638 75.47169203037933 149.10713839059585
98 2024-05-16 2.9100000858306885 2.930000066757202 2.6510000228881836 2.8499999046325684 1600500 0.6920408373887188 86.5384738826192 164.54545661437606
99 2024-05-17 2.8299999237060547 2.940000057220459 2.799999952316284 2.8499999046325684 1248600 7.60455515446441 79.11391435687986 152.67856354083946
100 2024-05-20 2.7100000381469727 2.7899999618530273 2.5199999809265137 2.5999999046325684 3667000 -2.5179832360862853 74.83871751719806 133.62069966605983
101 2024-05-21 2.640000104904175 2.700000047683716 2.5899999141693115 2.6700000762939453 759800 -2.9411736347271344 67.08860969604575 120.00000000000001
102 2024-05-22 2.5 2.640000104904175 2.4600000381469727 2.609999895095825 1874100 -10.394264007818077 58.2278438035428 108.33332505491077
103 2024-05-23 2.2899999618530273 2.5399999618530273 2.2699999809265137 2.4000000953674316 2392400 -21.305845556381687 42.236021211552874 95.72649964527594
104 2024-05-24 2.309999942779541 2.4100000858306885 2.259999990463257 2.299999952316284 1364300 -18.3745581252717 16.666662652885922 95.76271571704847
105 2024-05-28 2.3299999237060547 2.4000000953674316 2.2850000858306885 2.3499999046325684 1166200 -14.022144246933376 12.560386417788383 99.14529992905518
106 2024-05-29 2.309999942779541 2.4049999713897705 2.2699999809265137 2.319999933242798 1017800 -12.50000564437902 11.057693630280617 97.43589978716555
107 2024-05-30 2.380000114440918 2.440000057220459 2.299999952316284 2.299999952316284 887100 -4.7999954223632795 14.97585464712956 106.95653598114791
108 2024-05-31 2.309999942779541 2.4200000762939453 2.259999990463257 2.390000104904175 1445800 0.8733616270600209 7.441853037907231 100.86956440613713
109 2024-06-03 2.509999990463257 2.549999952316284 2.369999885559082 2.4100000858306885 1429400 8.658010936704308 11.061946949334045 120.17544052277249
110 2024-06-04 2.4200000762939453 2.5199999809265137 2.4000000953674316 2.5 869000 3.8626676195224086 3.4188104726077917 112.28071111060918
111 2024-06-05 2.5899999141693115 2.5950000286102295 2.4200000762939453 2.4200000762939453 1231200 12.121211182925684 2.777775149707007 117.64704114543494
112 2024-06-06 2.690000057220459 2.690000057220459 2.549999952316284 2.630000114440918 1280300 13.025207053503141 9.795918565946327 78.14570027879184
113 2024-06-07 2.5199999809265137 2.680000066757202 2.509999990463257 2.6700000762939453 1261300 9.09091096748198 -12.802771991246331 58.49056151097996
114 2024-06-10 2.5199999809265137 2.555000066757202 2.443000078201294 2.509999990463257 619800 0.3984059960657982 -4.182514400300241 50.000003547895645
115 2024-06-11 2.549999952316284 2.569999933242798 2.4809999465942383 2.5 688200 5.371895534045779 -8.273382066205748 51.78571618637267
116 2024-06-12 2.559999942779541 2.619999885559082 2.494999885559082 2.5799999237060547 813800 -1.1583000920443065 -5.8823560348431165 41.436465398350045
117 2024-06-13 2.559999942779541 2.630000114440918 2.5299999713897705 2.549999952316284 734500 -4.832717906156681 -8.243728394918248 39.13042914889946
118 2024-06-14 2.140000104904175 2.5299999713897705 2.109999895095825 2.5 4555700 -15.079360273749941 -26.460479663756075 16.939893700492714
119 2024-06-17 2.190000057220459 2.4189999103546143 2.180000066757202 2.2300000190734863 2367100 -13.095235166816376 -22.614836881249012 21.666673068647203
120 2024-06-18 2.1500000953674316 2.259999990463257 2.065000057220459 2.190000057220459 3562400 -15.686269193280333 -20.66420423973331 28.742523989085566
121 2024-06-20 2.0899999141693115 2.200000047683716 2.0799999237060547 2.1700000762939453 623600 -18.35937652795113 -20.833339730296217 28.220854005114006
122 2024-06-21 2.2300000190734863 2.244999885559082 2.052999973297119 2.2300000190734863 2093600 -12.890622307895628 -10.799999237060543 35.151518260370864
123 2024-06-24 2.2699999809265137 2.309999942779541 2.200000047683716 2.240000009536743 979300 6.0747602640028875 -0.873361627060032 37.57575840770488
124 2024-06-25 2.240000009536743 2.2899999618530273 2.190000057220459 2.2799999713897705 762500 2.2831027858393638 -3.030300215443704 27.272728504228194
125 2024-06-26 2.2200000286102295 2.3499999046325684 2.200000047683716 2.25 805400 3.2558107040844053 -4.721025695179481 20.652173279251194
126 2024-06-27 2.200000047683716 2.319999933242798 2.200000047683716 2.319999933242798 751800 5.263164499129891 -4.761900338554392 18.918919963850577
127 2024-06-28 2.369999885559082 2.4700000286102295 2.180000066757202 2.180000066757202 2783700 6.278020864939826 -0.42017766390675115 32.402231065169
128 2024-07-01 2.390000104904175 2.440000057220459 2.2699999809265137 2.299999952316284 1114200 5.286349118323885 3.4632105673722435 36.57143456595284
129 2024-07-02 2.490000009536743 2.5 2.380000114440918 2.4000000953674316 1228400 11.160714238197823 -0.7968119921316186 50.00000359064132
130 2024-07-03 2.549999952316284 2.6050000190734863 2.490000009536743 2.509999990463257 1392800 14.864861236629888 5.371895534045779 50.887566034184985
131 2024-07-05 2.569999933242798 2.619999885559082 2.515000104904175 2.559999942779541 1144100 16.818176251797755 -0.772200061362871 51.17646242095548
132 2024-07-08 2.359999895095825 2.5799999237060547 2.3399999141693115 2.549999952316284 1298400 -0.42194054625018795 -12.26766375855094 38.011686692897364
133 2024-07-09 2.309999942779541 2.4000000953674316 2.190000057220459 2.359999895095825 1591800 -3.347286971263186 -8.333334910175804 33.52600678101019
134 2024-07-10 2.319999933242798 2.384999990463257 2.2799999713897705 2.319999933242798 893000 -6.827312274812936 -7.9365098887890895 33.333328765927625
135 2024-07-11 2.430000066757202 2.434999942779541 2.319999933242798 2.319999933242798 930700 -4.70587795305959 -4.70587795305959 42.105263891716135
136 2024-07-12 2.380000114440918 2.4800000190734863 2.3499999046325684 2.4700000286102295 719400 -7.392989250475979 -7.031243451638003 55.55556594416486
137 2024-07-15 2.259999990463257 2.359999895095825 2.25 2.359999895095825 556700 -4.237284282951547 -11.718748399289291 42.13836119619248
138 2024-07-16 2.2899999618530273 2.3499999046325684 2.2799999713897705 2.3499999046325684 423000 -0.8658000615553441 7.009338766157169 46.79487473395696
139 2024-07-17 2.2300000190734863 2.369999885559082 2.2200000286102295 2.259999990463257 743100 -3.8793067568546613 1.8264822286715 41.139237879942826
140 2024-07-18 2.240000009536743 2.319999933242798 2.2100000381469727 2.2100000381469727 518600 -7.818932181101179 4.186042333822804 44.51613409338102
141 2024-07-19 2.1700000762939453 2.259999990463257 2.140000104904175 2.259999990463257 956900 -8.82353059030434 3.827759110527551 37.34177325020573
142 2024-07-22 2.2799999713897705 2.2899999618530273 2.184999942779541 2.200000047683716 682800 0.8849549119871458 2.242150308907087 44.30379173805705
143 2024-07-23 2.380000114440918 2.440000057220459 2.240000009536743 2.2799999713897705 1190400 3.930137733061967 4.845820900381992 47.82609275119414
144 2024-07-24 2.440000057220459 2.450000047683716 2.3499999046325684 2.380000114440918 931700 9.417041988825758 8.928573519295568 23.232324935139314
145 2024-07-25 2.380000114440918 2.440000057220459 2.3299999237060547 2.380000114440918 621400 6.250004656612851 7.207210980571577 14.97585464712956
146 2024-07-26 2.5399999618530273 2.565000057220459 2.38100004196167 2.4000000953674316 853000 17.050685370988084 15.45454121818237 22.11538726056126
147 2024-07-29 2.4700000286102295 2.549999952316284 2.4649999141693115 2.549999952316284 628300 8.333335947572174 4.219415522358028 19.323676727892636
148 2024-07-30 2.380000114440918 2.509999990463257 2.369999885559082 2.490000009536743 461200 0.0 -0.41840962444885665 10.697674831227367
149 2024-07-31 2.680000066757202 2.744999885559082 2.380000114440918 2.390000104904175 1800900 9.836065733954968 7.630524357138779 18.584074250719507
150 2024-08-01 2.5899999141693115 2.6500000953674316 2.5199999809265137 2.609999895095825 965400 8.82352057271747 1.5686259843531891 10.68376107563871
151 2024-08-02 2.5799999237060547 2.609999895095825 2.450000047683716 2.509999990463257 953500 1.5748016714081325 0.3891046973934831 2.3809501283202916
152 2024-08-05 2.490000009536743 2.5250000953674316 2.3299999237060547 2.4600000381469727 710400 0.8097158176053387 5.5084796703196215 1.632651472429325
153 2024-08-06 2.490000009536743 2.5899999141693115 2.4649999141693115 2.4700000286102295 708700 4.621844109518669 7.792210875148964 -13.840833247329398
154 2024-08-07 2.4800000190734863 2.549999952316284 2.424999952316284 2.5199999809265137 703000 -7.462688160516196 6.896555622182587 -5.703425431193121
155 2024-08-08 2.609999895095825 2.625 2.484999895095825 2.5299999713897705 708000 0.772200061362871 7.407400139656373 -6.115110720988937
156 2024-08-09 2.5999999046325684 2.640000104904175 2.5350000858306885 2.5799999237060547 533900 0.7751930820906638 9.243688219037338 -4.411769217479556
157 2024-08-12 2.7300000190734863 2.799999952316284 2.5999999046325684 2.609999895095825 1489200 9.638554562953372 20.79646153068737 -2.1505356128998288
158 2024-08-13 2.7100000381469727 2.8399999141693115 2.680000066757202 2.7200000286102295 1073900 8.835342480627538 18.340614990844315 -6.872853669577261
159 2024-08-14 2.6700000762939453 2.7300000190734863 2.6500000953674316 2.7100000381469727 737200 7.661292570934819 19.73094410121434 -5.653705007969756
160 2024-08-15 2.740000009536743 2.819999933242798 2.690000057220459 2.690000057220459 919700 4.980847496782959 22.321428476395667 1.1070099987999793
161 2024-08-16 2.75 2.7850000858306885 2.7100000381469727 2.7100000381469727 569100 5.769234648823174 26.7281061435082 4.166662527455389
162 2024-08-19 2.8399999141693115 2.9000000953674316 2.75 2.75 1526500 4.029300158509064 24.56140130730764 13.599996566772464
163 2024-08-20 2.5199999809265137 2.680000066757202 2.4100000858306885 2.680000066757202 1846700 -7.011072123466688 5.882347048478298 10.043669122482179
164 2024-08-21 2.619999885559082 2.700000047683716 2.5 2.5199999809265137 1022600 -1.8726662661472826 7.377041972026466 13.4199112752587
165 2024-08-22 2.4800000190734863 2.619999885559082 2.4700000286102295 2.619999885559082 801700 -9.489050713806947 4.2016764631988 6.437772544165754
166 2024-08-23 2.2799999713897705 2.5 2.259999990463257 2.5 1266500 -17.090910131281067 -10.236220250711215 -1.298700092333016
167 2024-08-26 2.2799999713897705 2.309999942779541 2.194999933242798 2.2799999713897705 1563700 -19.7183084402782 -7.692309919824758 -4.201686480785671
168 2024-08-27 2.2300000190734863 2.309999942779541 2.2200000286102295 2.299999952316284 685600 -11.507935081269515 -6.30252471238506 -3.4632002462213762
169 2024-08-28 2.319999933242798 2.369999885559082 2.2200000286102295 2.2300000190734863 1427800 -11.450380359549793 -13.432840468172236 -7.569723423998564
170 2024-08-29 2.2899999618530273 2.3949999809265137 2.2799999713897705 2.319999933242798 897300 -7.661292570934819 -11.58301012579388 -5.371905386052866
171 2024-08-30 2.369999885559082 2.5399999618530273 2.3399999141693115 2.3499999046325684 1321800 3.9473647060816575 -8.13953660298241 -8.494209880342407
172 2024-09-03 2.380000114440918 2.490000009536743 2.3299999237060547 2.380000114440918 1413900 4.385971241490516 -4.417666452792113 -11.524161196481897
173 2024-09-04 2.4000000953674316 2.440000057220459 2.359999895095825 2.4000000953674316 541600 7.623321741700084 -3.61445437046628 -4.761900256640573
174 2024-09-05 2.559999942779541 2.569999933242798 2.3499999046325684 2.4000000953674316 1285200 10.3448282949423 3.2258033504347416 1.587300085546861
175 2024-09-06 2.509999990463257 2.569999933242798 2.430000066757202 2.5 1072800 9.606988308952168 -3.8314141245931688 -1.5686259843532002
176 2024-09-09 2.390000104904175 2.5260000228881836 2.380000114440918 2.509999990463257 571500 0.843891152356524 -8.076915670428486 -6.640618815435895
177 2024-09-10 2.440000057220459 2.4749999046325684 2.3399999141693115 2.3499999046325684 418300 2.52100587791928 -10.62270915116873 -4.687495634425332
178 2024-09-11 2.390000104904175 2.4649999141693115 2.390000104904175 2.4200000762939453 350000 -0.4166662527455345 -11.808115451599976 11.682242417983169
179 2024-09-12 2.359999895095825 2.424999952316284 2.3499999046325684 2.369999885559082 379000 -7.812502037268176 -11.61049334606804 7.7625494718538635
180 2024-09-13 2.369999885559082 2.4100000858306885 2.319999933242798 2.3499999046325684 558600 -5.57769344366953 -13.503654112768338 10.232547927122425
181 2024-09-16 2.3399999141693115 2.4100000858306885 2.3350000381469727 2.359999895095825 342700 -2.092058097916616 -14.909094030206848 11.961722979274114
182 2024-09-17 2.359999895095825 2.4049999713897705 2.322000026702881 2.3399999141693115 321600 -3.2786950921536606 -16.901409633101494 5.829590803158413
183 2024-09-18 2.2799999713897705 2.375 2.265000104904175 2.359999895095825 507300 -4.602515844609744 -9.52380997433594 0.44052821794189345
184 2024-09-19 2.190000057220459 2.3399999141693115 2.1600000858306885 2.309999942779541 1532600 -7.2033832810176275 -16.41220790537803 -2.2321407189022646
185 2024-09-20 2.200000047683716 2.2160000801086426 2.1600000858306885 2.180000066757202 811700 -7.172989286253206 -11.290321340173893 -0.9009000301245074
186 2024-09-23 2.2100000381469727 2.2809998989105225 2.200000047683716 2.2100000381469727 510900 -5.55555046114129 -3.0701725491746212 0.4545450112051208
187 2024-09-24 2.200000047683716 2.3499999046325684 2.119999885559082 2.3499999046325684 3628500 -6.779654852722472 -3.508768627628134 -7.172989286253206
188 2024-09-25 2.190000057220459 2.2200000286102295 2.1700000762939453 2.1700000762939453 704700 -3.9473647060816464 -1.793720247125663 -8.368202464649455
189 2024-09-26 2.4800000190734863 2.490000009536743 2.259999990463257 2.319999933242798 3830600 13.242007044561198 6.896555622182587 -0.4016060411629163
190 2024-09-27 2.5299999713897705 2.5899999141693115 2.4800000190734863 2.559999942779541 2211500 14.99999620697723 10.480349936012189 -0.7843129921765946
191 2024-09-30 2.7799999713897705 2.9000000953674316 2.619999885559082 2.8499999046325684 4394100 25.79185173773697 17.299582515970013 8.171207922250678
192 2024-10-01 2.8299999237060547 2.9200000762939453 2.690000057220459 2.7899999618530273 1318500 28.63635738033907 18.90755410198144 19.915256334837483
193 2024-10-02 2.9000000953674316 3.184999942779541 2.815000057220459 2.9700000286102295 3959400 32.420092218997574 20.833332505491086 25.54113277933523
194 2024-10-03 2.8299999237060547 2.869999885559082 2.7200000286102295 2.7899999618530273 899900 14.112899271804302 10.546874490682946 21.98275884216947
195 2024-10-04 2.990000009536743 3.0 2.819999933242798 2.9100000858306885 1841200 18.181819895210793 19.123506808655222 23.045264501858732
196 2024-10-07 2.9200000762939453 2.990000009536743 2.7799999713897705 2.990000009536743 1374900 5.035975048380537 22.175730047134046 22.689072936447218
197 2024-10-08 2.7200000286102295 2.765000104904175 2.5799999237060547 2.7200000286102295 1038500 -3.886922192979203 11.475408394405285 20.3539840746938
198 2024-10-09 2.690000057220459 2.7200000286102295 2.5869998931884766 2.690000057220459 686200 -7.241380387622554 12.552298709138032 17.467253363784273
199 2024-10-10 2.759999990463257 2.7950000762939453 2.619999885559082 2.700000047683716 1335600 -2.4734959409867696 16.949157336771403 23.766814657247103
200 2024-10-11 2.7799999713897705 2.8399999141693115 2.6649999618530273 2.700000047683716 835300 -7.023412624654446 17.299582515970013 24.107141051517456
201 2024-10-14 2.7300000190734863 2.7699999809265137 2.680000066757202 2.759999990463257 741700 -6.506851104661838 16.66667176108094 25.806448068699716
202 2024-10-15 2.549999952316284 2.680000066757202 2.5399999618530273 2.680000066757202 1105900 -6.250002739184013 8.050850240090558 11.842104575200295
203 2024-10-16 2.630000114440918 2.680000066757202 2.549999952316284 2.559999942779541 686600 -2.230481096775072 15.350883659783786 10.50420117558386
204 2024-10-17 2.509999990463257 2.5899999141693115 2.4700000286102295 2.5899999141693115 913500 -9.057971045791135 14.611868716064812 2.868849655788064
205 2024-10-18 2.609999895095825 2.6600000858306885 2.575000047683716 2.5899999141693115 554200 -6.115110720988937 18.636356296618285 9.66385586535723
206 2024-10-21 2.509999990463257 2.619999885559082 2.4700000286102295 2.569999933242798 876200 -8.058609050299337 13.574658241536785 -1.1811012535560939
207 2024-10-22 2.619999885559082 2.7699999809265137 2.509999990463257 2.5399999618530273 891900 2.7450954726180976 19.090901307823405 6.072868632040107
208 2024-10-23 2.5899999141693115 2.690000057220459 2.5799999237060547 2.630000114440918 848700 -1.520920096237699 18.264833173407812 8.82352057271747
209 2024-10-24 2.5199999809265137 2.5899999141693115 2.509999990463257 2.559999942779541 652700 0.3984059960657982 1.6129016752173708 -5.97015230765604
210 2024-10-25 2.5799999237060547 2.5950000286102295 2.5 2.5299999713897705 689800 -1.1494242373779495 1.976282722596956 -0.3861000306814355
211 2024-10-28 2.619999885559082 2.6500000953674316 2.5399999618530273 2.569999933242798 831400 4.382465956723891 -5.755398830119473 1.5503861641813277
212 2024-10-29 2.559999942779541 2.6500000953674316 2.5399999618530273 2.6500000953674316 418600 -2.2900742519207262 -9.540635625633954 2.8112422881404475
213 2024-10-30 2.4700000286102295 2.5399999618530273 2.430000066757202 2.5399999618530273 548600 -4.633200368177215 -14.827588021259041 -0.8032120823258437
214 2024-10-31 2.380000114440918 2.4649999141693115 2.359999895095825 2.450000047683716 1256700 -5.555550299414003 -15.901053759599925 -4.032254188043427
215 2024-11-01 2.4000000953674316 2.424999952316284 2.369999885559082 2.369999885559082 494700 -6.976737738815952 -19.732438538042796 -8.045969661645657
216 2024-11-04 2.3499999046325684 2.444999933242798 2.3450000286102295 2.390000104904175 672800 -10.305343233589426 -19.520553313985502 -9.615384968074835
217 2024-11-05 2.4600000381469727 2.494999885559082 2.4000000953674316 2.4200000762939453 410100 -3.906246362021115 -9.558823078252043 -9.8901091223489
218 2024-11-06 2.440000057220459 2.450000047683716 2.3399999141693115 2.4100000858306885 615800 -1.2145737264080192 -9.293680099706824 -9.963098786933323
219 2024-11-07 2.640000104904175 2.6549999713897705 2.5 2.5 621800 10.92436882190373 -4.347821955569664 -1.1235944019676425
220 2024-11-08 2.549999952316284 2.5999999046325684 2.5199999809265137 2.5799999237060547 480400 6.249993791183073 -8.273382066205748 -6.934308633545683
221 2024-11-11 2.559999942779541 2.625 2.555000066757202 2.5799999237060547 319900 8.93617219868812 -6.227108978249762 -6.909092989834875
222 2024-11-12 2.430000066757202 2.5199999809265137 2.430000066757202 2.4800000190734863 569800 -1.2195110131936526 -4.70587795305959 -14.436614781801238
223 2024-11-13 2.4100000858306885 2.450000047683716 2.299999952316284 2.430000066757202 426200 -1.229506995337748 -8.365019735255675 -4.365075235253856
224 2024-11-14 2.380000114440918 2.4100000858306885 2.3499999046325684 2.4000000953674316 261400 -9.848484095900979 -5.17927794885551 -9.160297007682905
225 2024-11-15 2.390000104904175 2.4100000858306885 2.359999895095825 2.369999885559082 167300 -6.27450393741279 -8.429111074104977 -3.6290287692390844
226 2024-11-18 2.4700000286102295 2.5 2.4149999618530273 2.430000066757202 284900 -3.515621725818996 -1.5936239842632371 8.333335947572174
227 2024-11-19 2.4600000381469727 2.4749999046325684 2.4049999713897705 2.4600000381469727 364200 1.2345666899427288 -6.106864671788603 7.894739869118661
228 2024-11-20 2.799999952316284 2.9000000953674316 2.619999885559082 2.619999885559082 2540800 16.18256649775882 8.108109849660972 25.56053490437278
229 2024-11-21 2.799999952316284 2.8499999046325684 2.6500000953674316 2.740000009536743 1121100 17.64705116302181 11.11111005988279 20.689656589884574
230 2024-11-22 2.8299999237060547 2.9000000953674316 2.7200000286102295 2.7300000190734863 2693700 18.410033451422024 9.68992276716374 23.580784753204487
231 2024-11-25 2.740000009536743 2.869999885559082 2.7300000190734863 2.8499999046325684 1702400 10.931173190246145 4.580157603787627 15.611820330969262
232 2024-11-26 3.119999885559082 3.130000114440918 2.700000047683716 2.7699999809265137 2395000 26.829261673884485 21.87499825377013 31.09242586284482
233 2024-11-27 3.440000057220459 3.4800000190734863 3.0299999713897705 3.259999990463257 4287500 22.85714699297543 39.27125576415518 43.333330021964315
234 2024-11-29 3.2899999618530273 3.4200000762939453 3.2699999809265137 3.3499999046325684 1881600 17.500000638621206 38.23528586786964 28.515626382431968
235 2024-12-02 3.369999885559082 3.4000000953674316 3.2100000381469727 3.299999952316284 2202300 19.081271251267907 40.416656318638466 34.262944157904144
236 2024-12-03 3.380000114440918 3.3949999809265137 3.130000114440918 3.2699999809265137 2425500 23.357667980898313 43.82979794075328 41.422592723126115
237 2024-12-04 3.190000057220459 3.369999885559082 3.1600000858306885 3.369999885559082 1366600 2.243595327851544 29.67479706314835 30.737704197202653
238 2024-12-05 3.200000047683716 3.25 3.1600000858306885 3.190000057220459 1428100 -6.976744347227271 31.14753986231522 33.89120950737436
239 2024-12-06 3.240000009536743 3.319999933242798 3.200000047683716 3.2100000381469727 1121100 -1.519755407174006 22.727268211769513 37.28814209990405
240 2024-12-09 3.5199999809265137 3.700000047683716 3.299999952316284 3.4000000953674316 4869100 4.451041556713475 38.0392175195585 48.52321311805241
241 2024-12-10 3.200000047683716 3.309999942779541 2.809999942779541 3.309999942779541 2147100 -5.3254455817370765 25.000004656612983 36.75214380594112
242 2024-12-11 3.0199999809265137 3.200000047683716 3.009999990463257 3.200000047683716 1066000 -5.329155901083949 24.27983119180146 27.96610657492804
243 2024-12-12 2.9700000286102295 3.069999933242798 2.9100000858306885 3.049999952316284 1149600 -7.187500488944343 23.23651132097442 30.263160784158714
244 2024-12-13 2.9600000381469727 3.059999942779541 2.930000066757202 2.9700000286102295 1019800 -8.64197440017307 24.36974352172674 35.15981556200482
245 2024-12-16 3.0199999809265137 3.049999952316284 2.9200000762939453 2.9200000762939453 768900 -14.204545531514267 26.35982629162261 37.27272343044448
246 2024-12-17 3.0199999809265137 3.1500000953674316 2.930000066757202 3.049999952316284 903400 -5.625002002343504 22.267204289294984 36.65158048860058
247 2024-12-18 2.819999933242798 3.049999952316284 2.7899999618530273 3.049999952316284 1480400 -6.622518177048375 14.634141850135896 28.18181236913395
248 2024-12-19 2.75 2.9000000953674316 2.6700000762939453 2.809999942779541 1601200 -7.4074082993586865 -1.7857126131349377 25.570772974786628
249 2024-12-20 2.809999942779541 2.8550000190734863 2.700000047683716 2.7699999809265137 458600 -5.067570724131986 0.3571425226269964 13.306448434195616
250 2024-12-23 2.8399999141693115 2.8499999046325684 2.7750000953674316 2.819999933242798 423600 -5.96026714880904 0.35335656299810836 12.25296230376054
251 2024-12-24 2.880000114440918 2.9200000762939453 2.8410000801086426 2.890000104904175 332200 -4.635757197675372 5.109492861930498 3.5971274849026624
252 2024-12-26 2.809999942779541 2.819999933242798 2.549999952316284 2.819999933242798 2031000 -0.3546095992902232 -9.935895966354858 -0.7067131259962167
253 2024-12-27 3.0399999618530273 3.069999933242798 2.7699999809265137 2.7799999713897705 1745100 10.545453158291895 -11.627909555636295 4.827581444195017
254 2024-12-30 2.890000104904175 2.9700000286102295 2.8499999046325684 2.9700000286102295 1142600 2.846980916501396 -12.158050504157469 2.1201478026736664
255 2024-12-31 2.880000114440918 3.005000114440918 2.8499999046325684 2.9000000953674316 569500 1.4084577986089863 -14.540053049196866 -3.6789262456513483

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import numpy as np
import pandas as pd
import yfinance as yf
stock_code = 'MSFT'
def fetch_stock_data(stock_code, start_date='2024-01-01', end_date='2025-01-01'):
# 拉取数据
df = yf.download(stock_code, start=start_date, end=end_date)
df['5d_change'] = df['Close'].pct_change(5) * 100
df['20d_change'] = df['Close'].pct_change(20) * 100
df['60d_change'] = df['Close'].pct_change(60) * 100
# 将数据保存为 CSV 文件
df.to_csv(f'{stock_code}.csv')
return df
def calculate_rsi(data, window=14):
delta = data['Close'].diff()
gain = np.where(delta > 0, delta, 0).ravel()
loss = np.where(delta < 0, -delta, 0).ravel()
avg_gain = pd.Series(gain).rolling(window=window).mean()
avg_loss = pd.Series(loss).rolling(window=window).mean()
rs = avg_gain / avg_loss
rsi = 100 - (100 / (1 + rs))
data['RSI'] = rsi
return data
def calculate_rsi2(data, window=14):
delta = data['Close'].diff()
gain = delta.clip(lower=0)
loss = -delta.clip(upper=0)
avg_gain = gain.rolling(window=window).mean()
avg_loss = loss.rolling(window=window).mean()
rs = avg_gain / avg_loss
rsi = 100 - (100 / (1 + rs))
data['RSI'] = rsi
return data
'''
df = fetch_stock_data(stock_code)
df = calculate_rsi2(df)
# 输出RSI值为NaN的行
nan_rsi_rows = df[df['RSI'].isna()]
print("RSI值为NaN的行")
print(nan_rsi_rows['RSI'])
# 统计非NaN的行数
non_nan_count = df['RSI'].count()
print(f"RSI值非NaN的行数{non_nan_count}")
'''
def calculate_macd(data, short_window=12, long_window=26, signal_window=9):
data['EMA12'] = data['Close'].ewm(span=short_window, adjust=False).mean()
data['EMA26'] = data['Close'].ewm(span=long_window, adjust=False).mean()
data['MACD'] = data['EMA12'] - data['EMA26']
data['Signal_Line'] = data['MACD'].ewm(span=signal_window, adjust=False).mean()
return data
def strategy(data):
# 策略条件:超跌 + RSI低于30 + MACD金叉
buy_signals = (data['5d_change'] < -10) & (data['20d_change'] < -20) & (data['RSI'] < 30) & (data['MACD'] > data['Signal_Line'])
buy_signals2 = (data['5d_change'] < -10) & (data['20d_change'] < -20)
buy_signals3 = (data['5d_change'] < -10) & (data['RSI'] < 30) & (data['MACD'] > data['Signal_Line'])
buy_signals4 = (data['5d_change'] < -10) & (data['RSI'] < 30)
sell_signals = (data['Close'].pct_change() < -0.05) | (data['Close'].pct_change() > 0.1)
data['Buy_Signal'] = buy_signals4
data['Sell_Signal'] = sell_signals
return data
# 主函数
def run_strategy(stock_code):
df = fetch_stock_data(stock_code)
df = calculate_rsi2(df)
df = calculate_macd(df)
df = strategy(df)
buy_signal_df = df[df['Buy_Signal']]
print(buy_signal_df[['Close', '5d_change', 'RSI', 'MACD', 'Signal_Line', 'Buy_Signal', 'Sell_Signal']])
sell_signal_df = df[df['Sell_Signal']]
print(sell_signal_df[['Close', '5d_change', 'RSI', 'MACD', 'Signal_Line', 'Buy_Signal', 'Sell_Signal']])
#signal_df = df[(df['Buy_Signal']) | (df['Sell_Signal'])]
#print(signal_df[['Close', '5d_change', 'RSI', 'MACD', 'Signal_Line', 'Buy_Signal', 'Sell_Signal']])
#print(df[['Close', '5d_change', 'RSI', 'MACD', 'Signal_Line', 'Buy_Signal', 'Sell_Signal']].tail(20))
# 示例:运行策略
run_strategy('KC')