python画图中的几个小技巧

news2025/7/24 2:48:08

主要解决pandas.DataFrame.plot及matlibplot.pyplot画图中,x轴太稠密及其他设置图中各个组件字体大小等问题,以示例展示为主。

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import matplotlib as mpl
pd.set_option('max_columns', 400, 'max_rows', 400)
pd.reset_option('display.float_format')
plt.rcParams['font.sans-serif'] = ['STFangsong']  # 显示中文标签
plt.rcParams['font.serif'] = ['STFangsong']  # 显示中文标签
plt.rcParams['axes.unicode_minus'] = False # 正常显示正负号
# plt.rcParams['font.sans-serif'] = ['SimHei']
import warnings
warnings.filterwarnings('ignore')

# 读取数据
pds_df = pd.read_csv(f"./m_city_hot_cold_sales.csv")
pds_df_pivot = pds_df.pivot_table(index='business_day', columns=['cold_hot'], values=['mean_sales', 'sum_sales'])
# 将多重索引列变为单层
pds_df_pivot.columns = ['_'.join(colnm) for colnm in pds_df_pivot.columns]

处理后的数据,长这个样子

下面画图

fig, ax=plt.subplots()
plt.xticks(fontsize=18)
plt.yticks(fontsize=15)
plt.xlabel('business_day', fontsize=30)
pds_df_pivot[pds_df_pivot.columns[:2]].plot(figsize=(16,9), 
                      rot=60, 
                      xticks=np.arange(0, pds_df_pivot.shape[0], 20), 
                      ax=ax,
                      color=['b', 'r'], 
                      ylabel='avg_sales',)
                      #title='某市近几年冷热杯销量')
plt.legend(loc='lower right', bbox_to_anchor=(1, 0.1), fontsize=18)
plt.ylabel('avg_sales', fontsize=15)
plt.axhline(60, ls='--', c='r')

ax2=ax.twinx()
plt.yticks(fontsize=20)
plt.ylabel('sum_sales', fontsize=20)
pds_df_pivot[pds_df_pivot.columns[2:]].plot(figsize=(16,9), 
                      ax=ax2,
                      color=['m', 'y'],
                      ylabel='sum_sales')
plt.legend(loc='upper left') # (upper,lower,center 跟 left,right组合,以及lower,upper与center组合) 
plt.title("某市近几年冷热杯销量",fontsize=20) # 放到最下边
plt.axhline(1.25*10**6, ls='--', c='g')

plt.axvline(pds_df_pivot.index.tolist().index('2022-06-02'), ls='--', c='g')
plt.axvline(pds_df_pivot.index.tolist().index('2022-06-30'), ls='--', c='r')

运行上面的画图代码,图形最终长这个样子,包含了主副y坐标,设置标题、坐标轴、图例等字体大小,图例位置信息,图中添加辅助线等元素。

上图及代码中,代码的第7行xticks=np.arange(0, pds_df_pivot.shape[0], 20),可以根据arange在步长设置,更改x坐标轴的稠密性。例如,把20改为40之后的效果,如下图所示。可以看出,x轴显示的标签明显变稀少啦。

以上设置可以很好的解决画图类型为line即kind='line'的结果。对于kind='bar'的图形,通过以上设置,可以把坐标轴标签变稀,但是,显示出来的已经不是日期啦。如下几张图所示。

pds_df_pivot['mean_sales_hot'].plot(kind='bar', rot=30, figsize=(16, 9), title='mean sales by hot', xticks=np.arange(0, pds_df_pivot.shape[0], 20))

如果不设置,则x轴标签会挤成一团,如下图所示。

pds_df_pivot['mean_sales_hot'].plot(kind='bar', rot=30, figsize=(16, 9), title='mean sales by hot',) 
                                    #xticks=np.arange(0, pds_df_pivot.shape[0], 20))

对于这种情况,可以通过如下设置,使x轴变稀疏,同时能显示日期。

pds_df_pivot['mean_sales_hot'].plot(kind='bar', figsize=(16, 9), title='mean sales by hot')
plt.xticks(range(0,len(pds_df_pivot.index), 30), rotation=25)

示例数据在此,费劲巴拉的粘贴进来吧。

"business_day","cold_hot","sum_sales","mean_sales"

2022-01-30,hot,1143608.220134,83.9961968515607786

2022-08-20,cold,1060763.215553,90.5783635516181368

2021-07-27,hot,185678.208966,25.1290037848152659

2022-01-27,cold,368596.676794,23.1167561488867984

2022-04-04,hot,794353.465243,49.5109365023061581

2021-07-30,cold,679785.588849,94.5854443925142619

2022-07-03,cold,1292751.419832,88.9344675173362686

2022-07-19,cold,888916.375279,56.7562492197037415

2021-05-08,hot,334125.871308,42.4934339702403663

2022-04-01,cold,489926.485478,32.9583912195089136

2021-07-14,cold,621021.308542,105.4186570263113224

2021-12-29,hot,1435338.372724,89.7872121058426123

2021-10-10,hot,389620.510194,67.9017968271174625

2021-09-16,cold,355033.908985,48.7349223040494166

2021-08-12,hot,197073.736419,29.4096010176093120

2022-09-18,hot,518314.948080,31.7828641206769684

2021-06-28,cold,389425.538497,63.1159705829821718

2021-07-11,hot,113823.957684,20.4278459590811199

2021-02-04,cold,46394.657034,9.7447294757403907

2021-11-11,hot,990832.722005,68.9802786135477583

2022-08-17,hot,187847.734072,15.7908317141896436

2022-06-17,cold,1304258.945435,88.5564194347501358

2021-11-08,cold,163848.241831,13.0587584148402008

2021-04-25,cold,638064.592014,51.1187784020189072

2022-09-21,cold,980909.936297,49.9114606572533455

2022-08-10,hot,250100.764883,17.6015739941586319

2021-07-19,cold,605043.493672,92.6985588588938256

2022-01-21,hot,1468539.193463,90.0447111081611380

2022-02-23,cold,227715.487442,16.6885663204104067

2022-07-25,hot,246571.161817,17.7529816269709842

2021-09-10,hot,225992.790943,44.4255535567131905

2021-11-18,hot,1181633.444738,89.2000788660073979

2021-10-18,cold,205928.804554,25.5241453339117501

2021-05-16,cold,482318.214248,72.3766828103241297

2022-07-08,cold,1652570.846469,112.9422393704893384

2022-02-06,hot,1292333.291111,82.4034490283109099

2022-10-12,cold,282763.898542,20.2161935041109602

2021-02-09,cold,81227.128488,25.5914078412098299

2021-02-14,hot,161035.783200,26.9877297134238311

2022-03-10,hot,789181.560464,46.5072520751959455

2022-04-27,hot,428100.053218,30.5632935830656101

2021-10-17,hot,461937.097467,72.4379955256390152

2021-11-03,cold,242362.397238,20.6230766880530973

2022-09-11,hot,86454.053953,19.3669475701164875

2022-05-14,cold,603977.579862,37.8859352566804667

2021-12-20,hot,1068325.832616,82.7774548749418875

2021-03-18,hot,254679.288952,34.4440477349202056

2022-08-09,cold,1018328.637702,70.7418296423758249

2022-05-13,hot,762478.406136,49.7603867477647980

2022-10-28,cold,131898.580084,23.3655589165633304

2021-03-29,cold,259221.215006,50.7779069551420176

2022-09-28,hot,899318.371521,44.1903774517714117

2021-08-21,cold,691849.151509,90.4496210627533011

2021-03-11,hot,279556.329755,53.5138456651990812

2021-06-18,cold,369194.138658,59.9243854338581399

2022-04-26,hot,378729.836520,27.8191447421771706

2021-12-16,cold,283368.437327,20.8666006868188513

2021-10-13,cold,236172.992981,30.1587272354743966

2022-06-27,cold,1196836.198498,80.2169033845844504

2022-01-17,cold,520681.835947,28.8722322250748586

2021-07-01,hot,150060.624982,25.4598956535459790

2021-07-17,hot,143152.134153,23.6575994303420922

2022-05-09,cold,909133.664407,55.0656368508176863

2021-04-28,hot,901810.763848,63.2450216598639456

2022-08-30,cold,533001.628514,40.6995745658216249

2022-10-14,hot,852202.044010,63.8975814658468921

2021-01-25,cold,35467.918624,11.1815632484237074

2022-01-04,hot,1359284.813050,79.4299545988429849

2021-10-29,cold,429587.269545,46.1822478547624167

2021-03-27,hot,317539.203111,48.6650119710344828

2021-05-17,cold,374047.733584,55.0232029396881436

2021-09-30,hot,386794.271735,53.6023103845620843

2022-03-25,hot,797721.319138,57.8058926911594203

2022-10-01,cold,1354133.970171,76.7345140914036380

2022-03-22,cold,433783.870683,27.7674990835360389

2022-06-04,hot,572212.956254,34.2498926350631472

2022-08-03,cold,940178.230487,59.7659545157332655

2022-05-03,hot,528502.174584,31.2150596293190006

2021-01-03,cold,52071.790110,10.9856097278481013

2021-11-09,cold,205411.583432,16.4184784135560707

2022-04-18,cold,557984.884182,36.7966818901345291

2022-09-21,hot,837848.366640,41.2103864364763170

2022-01-27,hot,1283003.211149,90.8964372050301098

2021-06-07,cold,211435.522282,39.0174427536445839

2021-04-04,cold,233594.252967,39.7607239092765957

2022-01-12,cold,423910.795370,23.7391944542756342

2021-05-27,hot,72763.841718,21.1645845602094241

2022-06-05,cold,1010503.463296,64.8715069202028632

2022-05-19,hot,657412.778114,43.0610321683369359

2021-02-04,hot,185596.705636,31.1038554777945366

2021-08-31,hot,173469.471799,33.0229339042451932

2021-03-19,cold,140866.002353,20.6427318805685815

2021-09-11,cold,555197.037064,76.9717228703729378

2022-03-01,cold,495536.502463,30.6662851948140355

2021-05-11,hot,364261.738356,40.6496750759959826

2021-06-28,hot,116293.541339,19.5813337832968513

2021-02-20,hot,160974.457075,26.9774521660801073

2021-10-07,hot,319954.169359,57.6701819320475847

2021-02-15,cold,72742.313596,15.2787888250367570

2022-04-01,hot,791479.489871,61.8343351461718750

2022-09-20,cold,873475.109774,45.0732808593838691

2021-07-02,cold,602772.792564,97.8209660116845180

2022-07-31,cold,817639.865362,56.4395572141920342

2021-06-29,hot,142584.021938,23.3247214032389989

2021-05-28,hot,82992.359613,23.7324448421504146

2022-06-13,cold,1029921.558571,64.8197846668135188

2021-12-30,cold,310253.800636,18.2105887560016435

2021-07-15,hot,201384.514568,33.5864767458305537

2021-10-11,cold,246099.971261,28.8985405426256458

2021-06-13,hot,131440.634595,23.2145239482515012

2021-08-03,cold,629525.841145,89.4721206857589540

2022-10-03,cold,905033.321380,51.6070776860352398

2022-06-10,hot,568766.994926,36.7254468215923032

2022-06-26,hot,388008.570482,27.6457834329889562

2022-04-05,cold,480296.679469,32.9851438410136666

2021-02-21,hot,143730.021381,36.1312270942684766

2022-04-21,cold,795468.907207,53.8570688698036561

2021-07-18,cold,719094.178350,107.5039883913888474

2022-07-12,hot,365486.120314,22.8457382369046131

2022-04-24,hot,474603.327951,34.2525496500433025

2022-09-01,cold,589824.217763,44.9663961090950675

2022-11-04,cold,44664.346590,18.9738090866610025

2022-08-29,hot,367723.033886,28.3212441378619840

2022-03-04,cold,656815.631639,43.4890837342912004

2021-08-19,cold,578795.435761,75.1584775692767173

2021-04-26,hot,781756.065674,54.8292934264272689

2022-05-23,cold,771636.616955,47.9634893681626057

2021-05-15,cold,669659.477198,74.1101679059318282

2022-03-23,hot,804633.296206,53.5707920243675100

2021-03-25,hot,324688.853453,55.0133604630633683

2022-06-02,hot,540764.055706,31.9355138313352625

2021-11-22,hot,1106102.719621,84.8043179959365177

2022-01-09,hot,1465116.610016,83.3210083039126479

2022-02-10,hot,1305811.800904,87.1936298680555556

2021-07-28,hot,116308.044362,18.5351465118725100

2021-03-17,cold,163489.745158,23.9756188822407978

2022-03-14,hot,555149.260662,36.2392623971538612

2022-09-23,hot,1053522.967717,53.6635578502954360

2022-06-19,hot,356864.274964,23.8179453356470667

2022-03-15,cold,1047558.088460,67.6280237869593286

2021-12-09,cold,291793.670274,21.2739625454943132

2022-02-27,cold,413700.104673,30.8202417248752142

2022-04-15,hot,864643.345008,57.7931518620413074

2022-06-03,cold,1244589.123263,86.9977018917237523

2022-09-07,hot,221605.241188,28.0726173280972891

2021-02-18,hot,190372.290382,31.9041880982068041

2022-05-18,cold,459483.279954,28.0789097991933513

2021-01-17,hot,212643.201658,35.6365345496899615

2021-07-12,hot,150027.232623,24.8801380800995025

2022-10-09,hot,1016536.011062,55.0759067596034025

2022-10-24,cold,208655.227581,27.8355426335378869

2022-06-18,cold,1249206.551491,82.1630196981715338

2021-09-09,cold,519041.871236,72.3907770203626220

2021-05-04,cold,781075.388308,62.0147191987296546

2022-03-31,cold,368199.628004,24.6782592495978552

2022-08-05,cold,1063202.579935,67.4749368493368027

2021-06-22,cold,402047.038060,67.8102610996795412

2021-02-27,hot,283786.566878,59.2209029378130217

2021-07-08,cold,630312.770941,105.5446702848292029

2022-02-06,cold,343156.820384,23.5119438426858513

2022-02-09,hot,1387753.390793,87.3680049605263158

2021-11-18,cold,280415.268801,19.6934664513659667

2021-11-02,cold,239563.483444,19.9569712965678107

2022-04-11,cold,731211.814089,48.2584354599392819

2022-08-10,cold,1030163.433627,72.5978459215644820

2022-09-27,cold,807869.765628,40.7994427366294632

2022-01-24,hot,1262550.812065,82.9152697225323439

2021-09-07,hot,214569.247185,35.4542708501321877

2022-03-13,hot,570237.859701,35.5000846480109569

2021-11-21,hot,1099833.509483,80.9474872659895488

2022-05-29,cold,908550.966050,59.0504982484076433

2021-07-21,hot,114959.462002,22.0566887954719877

2022-01-21,cold,447674.662412,25.9868034139432287

2021-12-07,hot,1369815.167927,88.9894866450334568

2021-04-03,cold,349425.434667,57.6039292230464886

2022-02-25,hot,788131.409174,65.3888168235294118

2021-01-29,cold,45447.245442,14.3186028487712665

2021-04-19,cold,385193.299601,25.5467104125878764

2021-01-13,cold,37942.142779,5.9883432416351010

2021-06-03,hot,166651.924873,33.1777672452717500

2022-10-29,cold,122229.023730,24.6230910012087027

2022-07-25,cold,872850.850298,58.5059890272806488

2022-03-29,hot,785123.687804,57.6618454615158637

2021-10-17,cold,225359.757805,25.9990491237886479

2022-04-22,cold,844016.111925,56.7405789529411765

2021-08-14,cold,832259.542436,109.6521136279314888

2022-08-15,cold,948431.950058,75.6868526101667864

2022-06-28,cold,1320300.586189,87.2233987044328467

2022-09-16,cold,562042.569822,38.2133920194451999

2022-05-07,hot,457935.896620,27.0663689709793723

2021-12-14,hot,1274325.156229,89.8107799160617380

2021-01-18,cold,44813.550725,9.4185688787305591

2021-09-15,cold,299304.117546,40.3157485918642241

2021-11-13,cold,223296.200077,16.6763405584017924

2022-07-30,cold,832817.395027,58.2186225114994757

2021-05-15,hot,434672.802651,54.2798205108641359

2022-02-17,cold,238872.321967,17.4092501980176372

2022-01-31,hot,1319092.266532,77.9881912340073312

2021-07-29,cold,607608.516939,85.6389734938689218

2022-08-31,cold,561610.925896,43.4515223130367505

2021-07-18,hot,154050.224019,24.3326842550939820

2022-03-05,cold,752731.581354,47.8167692385973828

2022-03-20,hot,928534.021025,62.2968145605501510

2021-11-12,hot,1122642.028433,77.7076229274589880

2021-09-25,hot,309275.498254,47.1025735994517210

2021-02-03,cold,56161.002481,11.7960517708464608

2021-08-03,hot,98396.459281,15.9294899273109924

2022-10-18,cold,470818.937725,43.6590261243508902

2021-08-19,hot,195474.962117,29.4301358200843120

2021-12-15,cold,264849.622732,18.4243215813565217

2022-09-13,cold,176829.219372,36.6181858297784220

2021-01-24,hot,192666.696967,31.4147557422142508

2021-10-31,cold,384618.827292,37.0110495854503464

2021-12-18,cold,427039.776048,32.2367159393070129

2021-07-03,hot,117012.863678,19.6891912633350160

2021-06-01,hot,152812.179516,31.9089955138859887

2022-10-28,hot,348422.181084,60.6690198648789831

2021-12-21,hot,1139991.740597,90.2820733821968797

2021-04-30,hot,754240.988065,54.0442095202780166

2022-10-15,cold,498519.839551,41.3537817960182497

2021-09-29,cold,681830.542750,75.9869099242170957

2022-09-10,hot,156745.853251,22.6282450196333189

2022-10-12,hot,892548.800382,57.4281817257753185

2022-06-25,cold,1387146.931886,92.1937346727369401

2021-08-07,cold,706256.038225,92.0923247131307863

2021-04-14,hot,883378.600022,75.6317294539383562

2021-10-15,cold,254791.163556,31.7417669809393298

2021-08-04,hot,100708.472747,16.1598961404043646

2021-08-23,cold,653007.390247,84.1938357719185147

2021-06-04,cold,303790.267392,59.9310056011047544

2021-06-20,cold,405729.451563,68.3736858043478261

2021-09-08,cold,493803.942369,59.1311151202251227

2021-11-03,hot,983782.859421,88.9094314885675554

2022-05-11,cold,924694.752850,56.4251130613863803

2022-08-25,hot,172345.925938,16.4892772615767317

2021-10-18,hot,351871.614723,64.6941744296745725

2021-03-16,cold,222882.858478,42.6651719904287902

2021-01-06,cold,26120.926892,5.5060975741989882

2021-07-19,hot,125862.773633,20.5356132538750204

2021-10-02,hot,314854.590300,42.9074121422730989

2022-01-22,hot,1389017.491623,86.5000306154564703

2022-05-14,hot,861567.884218,54.4125226864974106

2021-07-27,cold,760130.762013,103.0965362827885528

2021-10-26,cold,306488.293375,31.2711247194163861

2021-01-16,cold,43585.712673,9.1643634720353238

2021-11-27,cold,346891.460309,26.1311834507721281

2021-08-12,cold,444082.625901,58.6634908719947160

2022-07-17,hot,322034.271534,21.2311624165348101

2022-08-02,hot,303858.988192,18.3257335620288282

2022-10-21,hot,459398.496502,49.9780783835944299

2022-09-18,cold,721010.597121,44.8724543889096341

2022-05-22,cold,1048624.638535,66.6682331066819251

2021-08-28,cold,322219.851202,52.8662594260869565

2022-05-05,hot,475486.859345,28.7181771664552757

2021-09-23,hot,255621.457862,44.9958559869741243

2021-08-17,hot,215491.569824,31.9530797485172005

2022-06-30,cold,1285434.679321,85.4506866529947484

2022-06-15,hot,401739.916503,26.1583485156270348

2021-07-16,hot,226253.659091,33.6486702990779298

2021-04-27,hot,867570.332562,56.1934278490834899

2021-03-05,cold,146774.689814,33.2445503542468856

2022-03-19,cold,1137864.694459,76.8204627639076425

2022-01-14,cold,469590.697108,26.9538914652737918

2021-05-13,hot,454032.283832,50.8207167933736288

2021-06-30,hot,121659.254558,19.9637765930423367

2021-08-01,hot,79785.508471,13.2117086390130816

2022-04-04,cold,357277.170451,23.9558247586831165

2022-06-14,cold,1179727.557189,75.8082224128646704

2022-03-18,hot,548068.398062,39.0445535414974710

2022-03-03,cold,473085.228711,30.3668546576160216

2022-10-05,hot,1150906.108221,55.7988028808785029

2021-11-11,cold,203929.892328,13.7799778585039530

2021-07-28,cold,577642.206414,88.8953841819021237

2021-01-17,cold,62319.057190,13.1032500399495374

2021-12-27,hot,1244406.620446,80.3102046109067441

2021-11-09,hot,943998.174193,79.5548773127422889

2021-05-09,cold,778165.726678,86.0993280236778048

2022-04-02,hot,714238.632946,55.0600241247301881

2022-07-05,cold,1416940.154980,93.0605644936293183

2021-12-08,cold,283560.867586,19.9059928105300105

2022-02-10,cold,315746.764967,21.8540119716915836

2021-10-08,hot,324212.728036,58.7341898615942029

2021-08-26,hot,154504.267337,34.3495480962650067

2021-05-22,hot,248269.196509,50.2976492117098865

2021-12-24,cold,568648.777194,30.6301522862375438

2022-04-18,hot,666729.701156,44.8643900919184443

2021-08-13,cold,697315.801300,90.2791042594510616

2022-07-02,hot,437855.211361,33.0856287865346834

2021-08-10,hot,134069.344263,20.3659948751329181

2022-03-14,cold,899601.977762,60.0334986828161495

2022-10-22,hot,364000.189652,41.0696366526006995

2021-01-14,hot,209133.494928,35.0483484042232278

2021-07-25,hot,117053.428551,21.3367532903755013

2021-11-22,cold,269873.873969,18.9066746510438560

2022-05-27,hot,625413.980863,46.4129113812987013

2022-07-10,cold,1581098.745592,102.2967614901656315

2022-01-03,hot,1331199.905478,78.2644426761126462

2021-05-14,cold,711296.599827,70.4952031543111992

2022-02-20,hot,932090.806260,70.5167806218792556

2022-09-13,hot,138554.507336,27.8613527721697165

2021-01-11,hot,195476.033082,24.5789052033195021

2021-08-23,hot,155998.116893,24.1632770899938042

2021-05-30,cold,285192.637944,62.6659279156229400

2021-01-22,cold,71084.064900,14.9399043505674653

2022-07-11,hot,322826.800166,20.3457994684565450

2021-09-29,hot,275706.817459,43.7074853295814838

2021-11-01,cold,259778.959997,22.5993005652022619

2022-09-28,cold,1146503.930083,58.1686418104008118

2022-02-05,cold,369073.175019,24.4613716210896076

2021-09-19,cold,821690.724367,96.2956433103246221

2021-08-02,cold,570946.823402,82.0561689281402702

2022-06-08,cold,1091323.468296,67.9232880000000000

2021-12-19,cold,300713.131808,23.2804158711775180

2022-05-28,cold,1205021.364513,77.2400079810909557

2022-04-10,cold,828375.698079,57.5580668481795442

2021-05-19,hot,287257.523962,48.1814028785642402

2021-03-27,cold,514635.917728,73.7406387344891818

2022-03-24,hot,873182.158206,62.3167398091635741

2021-12-02,hot,1389548.705539,96.6575337742765721

2022-04-25,hot,472120.989427,33.7157030227094194

2022-04-09,hot,459713.271746,30.0918551905478824

2022-03-25,cold,680608.863279,45.7429170830700988

2021-01-27,hot,186377.045121,46.8519469886877828

2021-03-04,cold,79576.808381,18.5364100584672723

2021-01-28,hot,190063.646028,47.7786943257918552

2022-09-09,cold,216303.946171,37.4682047758531093

2021-05-20,hot,319077.915945,53.5186038149949681

2022-04-16,hot,878263.608584,57.8261527906241770

2021-04-21,cold,671120.236369,49.5877225039899512

2021-04-02,hot,348337.670996,63.1275228336353751

2021-06-24,cold,270147.656504,45.2584447150276428

2021-12-25,hot,1422288.505778,100.8786797487765090

2021-10-06,hot,478790.619493,71.1638851802913199

2022-10-27,cold,148727.955027,23.6226103918360864

2022-09-22,hot,944490.894851,46.0569997976788414

2022-08-05,hot,349228.582136,21.5466795493583416

2022-08-21,hot,140164.829063,12.7817644595112165

2021-11-20,cold,366373.827198,25.1388655961300947

2022-05-18,hot,769808.369732,49.8193353437742687

2022-07-07,cold,1524194.775251,100.5604522828396121

2021-09-12,cold,560530.245586,78.7261580879213483

2022-04-13,cold,517773.754944,33.5867770461857810

2022-03-31,hot,853482.621261,64.6577743379545455

2022-07-04,hot,374018.964632,22.6788118258549600

2021-05-07,cold,745287.260683,63.5802133324518000

2022-04-29,cold,883518.376035,61.2193996698309313

2021-04-18,hot,912225.191817,79.7887861293623721

2022-01-23,cold,507884.265394,30.1111202581371910

2022-05-15,cold,799549.858152,50.8554801012593818

2021-07-26,cold,487690.132321,73.8365075429220288

2021-07-23,hot,135133.444143,24.9553913468144044

2021-07-10,cold,651978.688209,112.5265254071453227

2021-08-08,hot,131530.285411,20.7591990863320707

2022-02-08,cold,349376.874796,23.3322341923333779

2021-02-05,cold,87023.711058,18.2784522281033396

2022-02-19,cold,401487.912350,28.1686600961201151

2022-03-22,hot,888603.080054,59.4383331139799331

2021-01-08,hot,220477.975000,36.9929488255033557

2022-02-03,cold,378023.635013,26.1300639395175226

2021-08-05,hot,148903.028536,23.9818052079239813

2022-06-11,hot,579690.096174,35.8585980560435482

2021-09-01,cold,448089.737807,67.8923845162121212

2022-07-13,hot,363457.063602,23.2330007416261826

2021-12-16,hot,1165759.825448,86.0085454808912498

2021-09-17,cold,403769.963143,55.2504054656540777

2021-09-27,hot,350589.695217,53.9285794826949700

2022-05-09,hot,473529.237272,28.4658393310489931

2021-12-17,cold,294597.491192,21.8123420103657634

2022-06-27,hot,310149.203240,22.5186381500036303

2021-01-25,hot,170971.680191,42.9793062320261438

2021-03-30,hot,183122.399791,41.1141445422092501

2021-10-29,hot,601112.556376,81.7840212756462585

2021-05-28,cold,169744.606082,50.0131426287566293

2022-07-28,cold,1007578.998566,67.1988127628384687

2021-01-20,cold,35691.127445,7.5012878194619588

2021-12-01,cold,376338.847758,29.0564274056516368

2021-04-15,hot,711375.889943,74.4039211319945612

2022-08-30,hot,368989.140772,26.6977165741986832

2022-07-29,hot,208571.192139,17.1649405101637725

2022-04-07,hot,584640.304920,38.2918722111605973

2022-04-03,cold,582037.313717,40.9568161084371262

2022-03-21,hot,786699.171330,54.5031987896632950

2022-05-24,hot,531008.057288,37.9481210096476810

2021-12-12,cold,448099.267249,31.3619307985022396

2021-08-17,cold,449709.750065,57.7958810005140727

2021-03-10,cold,100082.641728,21.0346031374527112

2021-04-27,cold,1100022.131826,60.9802168538167304

2021-11-13,hot,1031317.558930,77.8411622711148011

2021-05-26,hot,95160.202497,28.0957196625332152

2022-02-17,hot,980581.764094,70.4694045342436220

2021-02-22,cold,112911.560613,35.5739006342155009

2021-11-10,cold,271067.784101,20.8674198692070824

2021-08-30,hot,184516.203179,36.5523381891838352

2022-08-15,hot,198659.524451,16.0584855267157061

2021-11-29,hot,1384962.744021,92.6954517114650960

2021-08-01,cold,541176.653602,80.2456485174970344

2022-09-19,cold,847301.153008,43.7994909799948307

2022-02-14,cold,559909.890095,38.1150367661674609

2021-02-03,hot,191553.808718,32.1021968691134573

2021-10-28,hot,563175.713789,77.1685001081118115

2021-09-26,hot,293663.762893,49.1323009692153254

2021-01-21,cold,55895.112130,11.7476065846994536

2022-07-30,hot,166082.345881,13.0917819549897525

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2021-10-25,cold,218199.056991,23.1584649746338357

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2021-09-15,hot,261642.876683,47.0326939929893942

2021-10-03,hot,213896.569931,33.2757576121655258

2021-05-23,hot,248905.127192,51.0574619881025641

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2021-11-05,cold,287259.346912,23.9822463609951578

2021-11-21,cold,286242.963190,19.8517902205423400

2021-06-24,hot,198852.906680,33.5956929684068255

2022-09-25,hot,890975.760132,44.3095166168689079

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2022-09-08,cold,211754.919775,35.9332970940098422

2021-04-21,hot,719004.777815,63.4098930959520240

2022-06-20,cold,1089683.642636,70.7448966198792443

2021-06-03,cold,190887.606899,37.9951446853105096

2021-12-22,hot,1120752.365977,82.9142831972331139

2021-05-07,hot,517092.802529,52.1210364407821792

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2021-04-09,cold,259568.059608,27.0298927010309278

2021-06-12,cold,401097.883442,70.0730054930118798

2022-02-15,hot,1104187.683184,74.2510714265348665

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2022-09-05,cold,458323.925587,64.6437130588152327

2022-10-23,cold,471585.939389,56.6810023304086538

2021-10-07,cold,424259.020941,51.6821806481910099

2021-01-01,hot,242733.290414,40.9055090013481631

2022-06-14,hot,397147.490513,25.0819433189970949

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2021-10-23,cold,321947.260076,35.5546394341247929

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2022-05-06,hot,431061.127769,26.8022836391842318

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2022-09-27,hot,1084085.376347,53.1648951177970673

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2022-07-19,hot,412251.541140,27.4944338495398159

2021-10-23,hot,563364.813804,84.5258535339834959

2021-09-16,hot,280943.340831,51.0713217289583712

2021-11-25,cold,345635.195750,25.2749686106032907

2022-06-16,cold,1177062.515050,76.4822946751137102

2021-11-08,hot,873296.916835,73.0059285098645711

2021-07-14,hot,112139.843503,21.3274711873335869

2022-02-12,hot,1335230.123636,86.3779352850304050

2022-09-05,hot,290189.718861,37.0612667766283525

2021-03-24,hot,305942.397206,51.9250504422946368

2022-06-17,hot,395930.417422,26.9139023466793556

2021-09-28,hot,316232.463981,49.0130911315871048

2021-01-23,cold,61063.494440,12.8338575956284153

2021-07-31,hot,88171.212662,14.2142854525229728

2022-09-14,hot,188863.558332,34.0540134028128381

2021-10-14,hot,358002.547001,62.0670157768723994

2022-10-16,hot,555954.561475,44.0290299734695494

2021-08-16,hot,210783.285328,31.5685615288303130

2021-10-30,hot,637185.711598,76.4561688982481401

2021-12-01,hot,1397082.694237,98.9015074498796545

2021-09-25,cold,659316.142198,78.1735999760493242

2021-01-02,cold,43114.238197,9.0958308432489451

2021-04-29,cold,1114403.530038,75.4811385829043620

2021-11-12,cold,266663.857473,17.7079392704030812

2022-05-07,cold,1147433.598387,71.1630859828206400

2021-09-20,cold,689424.442074,84.8835806542723467

2022-02-16,cold,357175.259933,24.5616325081144272

2021-04-10,hot,536870.309906,72.4521335905533063

2021-09-01,hot,179889.337479,34.7075704184835038

2022-11-01,hot,247845.114565,56.1370587916194790

2022-10-19,cold,345226.626623,35.1339941606961124

2021-02-08,cold,78754.105470,24.8122575519848771

2021-05-12,hot,331634.104887,48.4278774659754673

2022-01-18,hot,1477851.976026,86.0817786594827586

2022-09-17,cold,636199.304550,40.2785251377018044

2022-07-15,cold,1683056.253850,113.0858196499361688

2021-05-09,hot,313522.194350,40.6274710833225347

2022-04-16,cold,393359.672605,26.3946636653693887

2022-08-22,hot,153384.896136,13.8296723592101704

2022-10-08,cold,401689.593229,22.6738311824904042

2021-04-07,hot,273443.609107,49.3135453754733995

2021-02-02,hot,179560.745484,30.0922985560583208

2022-08-06,hot,291987.527310,18.7508044766247110

2021-12-24,hot,1810063.390327,101.2566228645670172

2021-06-26,hot,181011.674557,27.6903280644026312

2022-07-21,hot,287350.554892,19.9784853571577557

2022-10-25,hot,407868.485114,54.4623427846174389

2021-01-28,cold,55668.476118,17.5389023686200378

2022-05-17,hot,720188.492832,46.2905574516004628

2022-07-05,hot,369029.382141,22.6204108214417065

2021-04-23,hot,687349.717098,60.2832588228380986

2021-07-07,cold,636579.868683,103.6775030428338762

2021-03-01,cold,91962.142045,22.6173492486473192

2022-03-30,hot,749074.502306,56.4062125230421687

2021-08-13,hot,171233.175787,25.4849197480279804

2022-07-20,cold,998987.115292,65.5546371344576416

2021-05-25,hot,158397.888945,42.6373859878869448

2021-07-23,cold,656502.325294,114.4529855812412831

2021-12-25,cold,383172.297276,25.5431169439370709

2021-10-06,cold,455905.015595,49.6196142354157597

2022-06-20,hot,387729.587144,25.5034918860751168

2022-02-22,cold,195578.837168,14.6577858928276999

2021-01-10,hot,201056.705334,33.7117212162977867

2021-08-25,cold,250548.226916,36.0916489363295880

2021-03-18,cold,224719.748699,32.9259705053479853

2021-05-05,cold,622949.437418,53.5133955345760673

2021-03-31,hot,213738.482049,46.4749906607958252

2022-07-06,hot,324381.665477,20.6481009215149586

2021-08-06,hot,152925.128421,21.6118044687676653

2022-08-07,hot,293201.868410,19.0762438783344177

2022-01-05,cold,365701.174080,21.8016677047812090

2021-08-09,cold,601389.303411,81.4559533266964649

2022-01-08,hot,1655479.472390,92.7283634341567244

2022-04-14,hot,719553.726593,47.3702255821593153

2021-12-23,hot,1119126.771064,86.7405651111455588

2022-09-24,hot,1063270.058742,52.6866884070165007

2021-06-06,cold,299852.649984,57.0062072212927757

2022-07-09,cold,1660289.349767,110.2083869742449386

2022-03-26,cold,467531.740565,31.5112044594594595

2022-06-07,cold,1096163.513883,68.1905762913219285

2022-06-01,hot,625416.155177,36.2560089957681159

2021-05-21,cold,518753.429371,62.5004131772289157

2021-07-05,hot,128919.906469,22.2544288743310892

2022-03-10,cold,967157.595801,61.0425142515147690

2021-02-11,hot,142278.012104,35.7662172207139266

2022-04-21,hot,485870.934368,35.2949974115937818

2021-09-04,hot,185479.303405,36.2689290975752835

2022-03-21,cold,445970.113255,29.7849538005075803

2022-10-19,hot,536047.515549,50.7284485236112425

2022-11-03,cold,60070.189961,19.9436221650066401

2021-01-23,hot,212073.302556,33.6677730681060486

2022-01-15,hot,1543408.494267,89.9894171924086059

2021-04-24,cold,1100131.156593,75.9654161436956222

2021-02-24,hot,149994.867697,37.6115515789869609

2022-09-17,hot,640146.346083,39.2631468402232581

2022-07-14,cold,1497945.972210,98.6269404931524888

2021-05-26,cold,100660.865713,31.9659783147030803

2021-10-11,hot,349028.093382,60.5216045399687879

2021-02-08,hot,187595.779406,47.1583155872297637

2021-12-31,cold,494309.082667,29.5303830973773822

2021-06-11,cold,383078.053929,68.7752340985637343

2021-09-20,hot,201092.212895,32.4499294650637405

2021-02-19,cold,114377.858083,24.0239147412308339

2022-06-29,hot,319666.941209,23.3760103260694698

2021-04-29,hot,665689.907868,53.1446517537921124

2021-01-02,hot,207348.518836,34.9424534607347489

2021-10-27,hot,548174.743902,75.5061630719008264

2021-03-07,cold,120699.946701,26.2448242446183953

2021-11-29,cold,249870.297372,18.2107934823992420

2021-11-28,hot,1028249.884234,83.1715509369894039

2022-06-13,hot,501155.376088,31.0236087710783707

2022-09-29,cold,989590.059226,50.9284164081107509

2022-01-19,cold,476468.087757,26.7153399359125315

2021-12-02,cold,371457.088377,28.1684301491620535

2021-11-16,cold,272169.993265,19.2795915042147765

2022-10-31,cold,132157.121653,31.8758132303424988

2022-02-07,hot,1477250.891675,91.8974116127527216

2021-02-28,cold,78760.595089,19.4182926748027613

2022-05-30,hot,498404.107433,28.4444759407031161

2021-09-05,hot,150860.258172,29.3731032266355140

2022-07-08,hot,343188.628132,22.1898763825164878

2022-03-11,hot,852289.426172,51.9783756889674941

2022-02-23,hot,855334.478661,65.6182952559263521

2021-08-20,hot,208100.963435,31.4922765488801453

2021-07-22,cold,594766.417359,92.2547568417868776

2021-01-11,cold,32900.802710,5.1926771953914141

2022-04-25,cold,817402.945219,53.6600108461235476

2022-04-28,hot,445644.337046,32.9253296672330994

2021-02-09,hot,191808.404378,48.2172962237305178

2021-05-16,hot,252759.190880,43.1476939023557528

2022-02-20,cold,250267.093600,18.8354853315270565

2022-02-04,cold,385786.471312,26.0719383193890654

2022-08-28,cold,635196.628159,55.6701689885188431

2022-09-26,hot,1038008.600233,48.3176744511008705

2022-03-08,cold,1112682.302149,68.0206811437217264

2021-11-19,hot,1443062.738733,99.3434351323833127

2022-01-13,hot,1464414.562055,86.4471406171782763

2022-03-02,hot,1105529.681957,60.6534087867998025

2022-02-15,cold,567766.279225,38.6498488240299523

2021-01-01,cold,62301.538374,13.1437844670886076

2021-11-26,hot,1271227.224000,94.1370870853080569

2022-04-19,hot,631159.845865,43.8214153901964868

2022-10-20,cold,477639.117943,49.6971301574237852

2021-10-10,cold,287091.507961,33.2936922139626580

2022-11-05,cold,51265.936446,21.7136537255400254

2021-12-12,hot,1431386.436255,96.9511268121782715

2022-01-29,hot,1259401.116103,90.6565732869997121

2021-01-04,hot,176601.000140,29.7608695888102460

2021-02-17,cold,98202.562536,20.6264571594202899

2021-10-25,hot,523753.076799,75.5340462646380156

2022-10-04,cold,1088442.541083,59.3674343341878477

2021-09-18,hot,349175.574939,54.5075827254136747

2022-08-17,cold,1075946.812573,87.7679103167468798

2021-10-09,hot,354638.274447,60.2102333526315789

2022-09-02,cold,420901.562922,35.1219595228638184

2022-07-01,hot,409982.164707,32.3151387015842989

2021-01-21,hot,198223.098734,33.2198925312552371

2021-05-24,cold,218850.905858,55.9006145231162197

2021-07-11,cold,660538.045062,113.7485870607887033

2021-02-01,cold,64933.691352,13.6386665305608066

2021-09-02,hot,138370.716463,32.5195573356051704

2021-12-13,cold,290966.941666,20.5644880674252597

2021-05-08,cold,743883.349614,79.2799051064691463

2021-05-06,hot,471236.648026,52.7700613690929451

2022-01-28,hot,1331758.105364,100.8984093767709675

2022-08-19,hot,183292.529151,16.7207196817186645

2022-01-12,hot,1506910.287491,84.6150984047953282

2021-01-03,hot,194805.022182,32.8286185005055612

2022-05-01,cold,888386.995414,62.4525128586291740

2022-01-25,cold,373956.515871,22.1879978563545746

2022-07-18,hot,371856.406253,25.1594320874830853

2022-01-09,cold,435239.807224,25.9349187953759981

2022-04-15,cold,268085.717638,18.1102288480713369

2021-04-23,cold,1018842.639730,73.1874606515336542

2022-03-30,cold,437546.048529,29.2418665059814208

2022-06-05,hot,526587.106218,31.6268532263063063

2022-05-04,hot,474194.584768,28.6539721293129494

2022-03-17,hot,532977.091152,37.5679911998308310

2022-10-09,cold,386824.299987,23.3801329699002720

2022-10-06,hot,1217765.432093,59.1291785429958728

2021-01-30,hot,200183.374622,50.3226180548014077

2021-10-24,hot,508020.226296,74.4461058464243845

2021-02-15,hot,164427.069866,27.5560700294955589

2021-03-06,cold,172248.438572,39.1029372467650397

2022-02-13,hot,1246966.358223,85.2918165679206566

2021-02-02,cold,45353.453298,9.5260351392564587

2021-02-18,cold,94129.322662,19.7709142327242176

2021-09-14,cold,284648.453858,37.9784461451634423

2022-05-20,hot,679122.203047,46.0609199028079219

2022-09-07,cold,379390.548002,53.1731672042046251

2021-05-25,cold,121105.475966,32.0724247791313559

2022-09-23,cold,493681.798503,26.4439337138036317

2022-06-19,cold,1321940.848801,87.7782768128154050

2021-07-17,cold,806025.227269,125.9611231862791061

2022-03-09,cold,685295.349303,43.0922058292774948

2021-06-15,cold,323162.762759,56.1826778092837274

2022-09-12,cold,295821.549301,65.7381220668888889

2022-05-11,hot,505245.990035,30.6098382427602084

2022-04-26,cold,908948.704203,61.1510161600511302

2021-03-11,cold,116472.466201,24.3462512961956522

2021-10-31,hot,587973.748973,67.4127205885118092

2021-02-28,hot,289356.088743,60.0074841856076317

2022-08-28,hot,220451.195047,21.0474694526446439

2021-02-07,cold,96799.023351,30.4974868780718336

2021-05-03,hot,498992.874201,43.6678808262011027

2022-02-04,hot,1228896.859264,77.3085593397081027

2022-01-04,cold,369341.715110,22.7918367855600123

2021-04-01,hot,248064.136348,53.4275546732715916

2022-07-26,cold,969939.085910,64.2641678864374213

2021-03-16,hot,241383.693803,44.7421119189990732

2022-06-09,hot,577856.949551,35.6020546824594911

2022-10-14,cold,402126.986959,32.9774468557487289

2022-07-27,hot,335002.717752,23.7658000675368899

2021-06-04,hot,125167.618445,24.2902422753735688

2022-09-29,hot,924794.707059,46.4137870544040151

2021-04-28,cold,927838.244159,54.8886798484973971

2021-01-06,hot,190370.395223,31.9950244072268908

2022-08-12,hot,243942.109995,18.4483180817514936

2022-06-25,hot,339071.276543,24.0084455528570417

2021-02-12,hot,171123.153706,43.0173840387129211

2021-10-16,cold,333067.598816,38.5539528667669869

2021-07-06,hot,148447.428363,25.3582897784420909

2021-03-01,hot,242335.177098,50.1936986532725766

2021-11-04,cold,230004.934475,21.2299182642606609

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2021-02-13,hot,158571.380824,39.8620866827551533

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2021-10-22,hot,507248.630276,85.4817374917425008

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2021-08-11,cold,607155.853460,79.9099570229007634

2022-02-11,hot,1493458.499960,94.7746224114735373

2021-11-07,hot,800710.965559,67.7592422407548447

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2021-08-24,hot,185232.036561,28.6959003192873741

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2022-06-18,hot,452898.341149,29.8568357274045751

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2022-07-20,hot,314751.864104,21.7761079357963194

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2021-10-19,cold,178353.174644,21.6133270290838585

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2021-06-21,hot,143172.033610,23.9338070227348713

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2021-10-30,cold,502202.302493,49.8068335309927601

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2022-01-17,hot,1387573.025114,79.1045564742032951

2021-05-17,hot,248472.231593,42.1711187360828242

2021-03-14,hot,275475.971175,51.8591813205948795

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2022-06-10,cold,1083519.414946,71.4911200149115862

2022-09-15,hot,712376.221963,49.4122370786571409

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2021-06-02,hot,120941.962118,24.6971537917092097

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2022-10-17,hot,515246.828303,43.5137934551980407

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2021-08-16,cold,417270.370901,54.2755425209417274

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2021-11-15,cold,185023.951600,13.1839783098190110

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2022-04-23,hot,422004.375887,29.8912293445955518

2021-02-10,hot,177558.214402,44.6350463554550025

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2021-07-31,cold,559794.703476,88.0457224718464926

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2021-12-31,hot,1729314.160067,109.6098218968751981

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2021-09-02,cold,356420.870372,60.8954160895267384

2021-03-07,hot,289206.083917,56.4194467259071401

2021-12-15,hot,1206851.931286,85.8358414854907539

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2021-02-19,hot,160876.409812,26.9610205818669348

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2021-06-11,hot,151636.284057,27.4554198908202064

2022-03-05,hot,971373.787639,53.7412883894329184

2022-06-28,hot,302423.002083,21.6016430059285714

2022-08-31,hot,366574.086261,26.4102367623198847

2021-05-13,cold,557602.572302,55.2519393878319461

2021-05-29,cold,245759.692679,55.9944617632718159

2022-06-15,cold,1210815.396880,77.8108988419767367

2022-06-01,cold,1272288.600273,79.2900785412563879

2022-05-15,hot,678995.693211,43.9992025149688958

2021-11-04,hot,823287.300624,81.2882405829383886

2022-10-26,cold,195685.875671,29.5018657728026534

2021-01-10,cold,33648.841250,7.0839665789473684

2022-01-08,cold,505936.351952,29.5558097880593527

2022-01-23,hot,1322455.995562,84.8544110081488611

2022-07-07,hot,340127.911810,21.1456581790488032

2022-07-22,cold,751509.151101,51.2730539060517159

2021-02-27,cold,94191.561921,23.2629197137564831

2021-05-02,cold,1451775.185932,103.3512626135117819

2022-04-29,hot,484990.421703,37.3932476255204318

2021-06-08,hot,173672.264800,32.1853715344699778

2022-03-13,cold,1203667.050256,78.1094776285528877

2022-10-10,cold,452835.425114,28.8264959649882233

2022-08-07,cold,1247779.945080,83.3353332718894009

2021-08-22,cold,360080.039654,47.7749820424572111

2022-02-08,hot,1426197.667524,91.8586672371505861

2021-12-06,hot,1375278.162883,88.8537383953353146

2022-02-24,hot,800605.785354,64.4298877638821825

2021-03-20,hot,343855.289357,46.3291955479655079

2021-03-04,hot,269376.327622,54.3426119874924349

2021-03-15,cold,221977.659424,43.7394402805911330

2022-10-11,hot,971089.006379,57.7857189157393633

2022-09-24,cold,884745.988460,45.4695235101243704

2022-11-05,hot,111855.480400,44.8318558717434870

2021-09-24,hot,287027.732213,48.9975643927961762

2022-10-20,hot,510646.610332,49.6882952546462976

2021-05-27,cold,136024.799853,42.8829759940100883

2021-03-21,hot,314044.483532,41.5457710718348988

2022-04-20,hot,565793.689012,38.6523902863779205

2022-06-30,hot,339675.496937,24.9028956698680352

2022-03-03,hot,1050649.278386,59.3654242505367838

2021-06-25,hot,203808.673861,32.0202158461901021

2021-02-01,hot,176059.089118,29.5054615582369700

2021-11-27,hot,1185882.393819,94.8402426278790787

2022-07-16,hot,369998.566476,24.9880844516782603

2021-11-24,cold,391482.387949,27.0080985132114522

2021-12-13,hot,1188936.181040,84.1188751266449696

2022-04-17,cold,383287.831729,26.4299980505447524

2021-03-05,hot,278940.002675,55.9670952397672552

2021-05-11,cold,719662.497037,71.7509967135593220

2021-04-06,hot,249566.028039,55.6942709303726847

2021-02-20,cold,120951.474904,25.4046366107960512

2022-05-03,cold,1090963.543609,68.8783094645495296

2021-03-24,cold,152848.796098,25.6371680808453539

2022-05-22,hot,503096.537471,34.2755509927101785

2022-10-04,hot,878001.162246,42.6255540463151762

2021-08-15,cold,525884.549408,69.3047640231945177

2022-05-19,cold,783839.588566,49.1898078798870411

2022-02-12,cold,471777.474011,31.7995062018738204

2021-03-08,cold,109954.490384,23.7175345953408110

2021-06-09,hot,174141.615300,31.9408685436537051

2021-05-24,hot,129051.324613,34.5889371785044224

2022-10-07,cold,587471.563294,33.4132387267660107

2021-05-21,hot,468739.350934,60.7332665112723503

2022-04-12,cold,791095.524004,52.4668738562143520

2022-10-13,hot,872941.774744,59.8643378647647785

2021-11-02,hot,1085439.752560,96.3550601473590768

2021-07-08,hot,142416.931099,24.8632910438198324

2021-07-03,cold,720140.701273,118.4831690149720303

2021-06-06,hot,115122.281493,22.3191705104691741

2021-03-13,cold,264201.772231,53.8418121522315060

2022-07-24,cold,898661.008418,59.5889535453882369

2022-05-30,cold,967227.122447,59.1178486918281279

2021-06-01,cold,269499.502404,54.9214392508661096

2021-08-09,hot,118328.976500,18.5149392113910186

2022-01-05,hot,1552203.987570,88.0733084186336813

2021-08-20,cold,700079.781799,90.9548891514875926

2022-04-11,hot,449162.652930,29.2138310848780488

2022-06-22,cold,1040086.868429,67.7713473922590734

2022-08-25,cold,1041605.055873,91.0812395831584470

2022-06-06,cold,996154.361921,62.1043866534289277

2022-02-07,cold,296360.214132,19.4666456996847084

2021-01-29,hot,210284.097648,52.8617641146304676

2021-11-19,cold,367598.236380,23.7958464772138788

2021-05-05,hot,586451.438675,59.1121296920673319

2022-01-06,cold,408170.969685,24.6004682789898746

2022-03-27,cold,900020.946704,58.4808932231319038

2022-10-29,hot,293820.636441,58.4485053592599960

2021-12-04,hot,1676529.719705,103.8034623060491610

2021-10-02,cold,877303.991757,91.9124140133053955

2021-09-05,cold,525594.513721,79.5752481031037093

2021-10-01,hot,328369.955889,47.1795913633620690

2021-08-25,hot,184745.577556,34.0043396937235413

2021-11-17,hot,1264584.268916,91.9363336180298073

2022-06-08,hot,509475.455716,30.9279096531293632

2021-09-19,hot,288828.510919,42.2017111220046756

2022-07-10,hot,314853.204969,19.8108101031271629

2021-02-23,hot,146562.057841,36.8431517951231775

2022-10-30,hot,219542.551899,45.8814110551724138

2021-08-05,cold,428578.519414,61.4978503966135744

2021-07-20,cold,620602.553968,96.3369379025147470

2022-04-10,hot,384965.793597,25.9131525038368336

2021-04-15,cold,372626.814502,33.0782791391034177

2022-09-12,hot,118713.011013,25.9538721060341058

2021-07-04,cold,648647.137051,107.3030830522746071

2021-05-01,cold,1435309.586836,112.2651221615956199

2022-04-07,cold,641643.441379,43.8161322984840208

2022-02-02,cold,418525.793548,27.4677294446413336

2021-12-03,hot,1665640.517761,104.3242213303895779

2022-08-27,hot,171795.814818,17.3882403661943320

2022-03-09,hot,875720.380330,51.0059048476906052

2021-02-10,cold,90625.965470,28.5526041178323882

2021-12-19,hot,1111301.743568,89.1180227400160385

2021-01-08,cold,31400.043682,6.6105355120000000

2022-01-01,cold,664948.639594,42.7015566140508605

2021-08-18,hot,230504.196631,34.3012197367559524

2021-06-15,hot,123673.721339,21.5760155860083740

2022-10-17,cold,464489.979762,41.7669256147828433

2021-09-06,cold,410827.084809,55.5547105894523327

2022-02-21,hot,847852.995344,65.0393522049708500

2021-11-14,cold,250312.147069,17.8807162703764555

2021-01-30,cold,65657.937424,20.6861806628859483

2022-04-17,hot,761688.199305,52.1061841089752360

2022-09-04,cold,350308.667063,49.9086290159566890

2022-02-28,hot,987786.225429,55.5092006422590615

2021-07-30,hot,139335.974456,19.4957289010773751

2022-02-13,cold,658422.196952,47.3242432941852943

2022-08-04,hot,439149.253790,26.5122708156242454

2022-05-04,cold,1072433.765578,68.5392577221192561

2022-03-16,hot,572807.034211,38.5417194328488763

2022-07-18,cold,925316.499223,60.7841095200026276

2022-07-02,cold,1200049.001304,82.4266090599629095

2022-08-20,hot,167790.767866,14.8251252753136597

2021-05-22,cold,340028.268511,66.4766898359726295

2022-08-19,cold,1034229.442732,90.9052863436758372

2021-08-15,hot,153730.425960,23.0273256381066507

2021-12-11,cold,436430.507813,29.6911699988434587

2021-10-24,cold,334975.629144,36.0305075985801872

2021-12-26,hot,1235316.724768,80.1113310485084306

2021-11-24,hot,1216080.549421,92.0924308535403256

2022-04-02,cold,742722.771766,50.4464288369218230

2021-04-25,hot,565753.788271,56.6206753673939151

2022-10-22,cold,549515.771727,65.0545485648159110

2021-08-26,cold,270720.359796,44.6585878911250412

2021-01-19,hot,190175.265558,31.8711690226244344

2021-07-09,cold,543577.071284,89.4924384728350346

2022-01-11,hot,1577183.509782,88.1403548553705153

2022-01-28,cold,386341.828807,25.3804906587176455

2021-05-06,cold,506416.869764,47.6313835368698269

2021-01-14,cold,45299.735818,9.5287622671434581

2022-02-03,hot,1222586.724485,78.4967399348314607

2021-03-09,hot,294711.848980,56.5882966551459293

2022-07-28,hot,235005.432917,17.2493711771139166

2021-10-27,cold,234401.544528,24.6946422806573957

2021-11-28,cold,332723.179303,25.6493354380974406

2022-03-07,hot,835488.439574,47.3016157829360811

2022-04-08,hot,588411.968879,39.5039925397113125

2021-12-17,hot,1346103.143000,102.8580379766180179

2021-12-14,cold,269996.223830,18.8887801755981531

2022-02-19,hot,1153953.310558,81.1842768086393696

2022-08-13,hot,213891.825079,16.1635173489760447

2021-05-31,cold,255191.284639,53.6905711422259625

2022-05-26,hot,502570.102764,35.9826808021765590

2021-09-17,hot,264761.245509,49.1481799719695563

2021-06-16,cold,268657.924666,44.9260743588628763

2022-03-20,cold,551898.574296,36.1592461702155540

2022-09-30,hot,970333.961392,49.7097316286885246

2022-06-29,cold,1369063.487223,90.5405388018649560

2021-01-05,hot,205500.024266,34.5843191292494110

2022-05-10,hot,477959.166305,28.1765705538525025

2021-01-20,hot,185612.884568,31.1065668791687615

2022-01-15,cold,675447.299538,38.7653408825757576

2021-02-05,hot,203325.646446,34.0750203529411765

2021-04-13,cold,441826.369758,32.0535671617817760

2021-02-24,cold,105572.273201,33.1155185699498118

2021-09-04,cold,515072.961923,77.4778823590553550

2022-01-02,hot,1079586.370450,79.7272262351377299

2022-01-31,cold,388875.421257,24.8689276240327429

2021-11-15,hot,1019100.349387,75.6795150294816575

2021-03-28,cold,338619.285770,58.4330087610008628

2022-08-16,cold,1005315.870638,82.8306723768641345

2021-03-12,cold,145668.722894,29.5954333388866315

2021-06-05,cold,343831.605041,67.3255541494027805

2021-08-08,cold,514943.079415,72.2017778203869882

2022-01-10,cold,387718.678591,21.5447143026783730

2022-02-11,cold,564059.205143,37.6164858381460487

2021-03-22,hot,286748.737120,37.5129169440083726

2022-07-04,cold,1268445.299417,82.3665778842207792

2022-02-26,hot,751772.747282,58.2679233670748721

2021-04-02,cold,246133.740505,39.4824736132499198

2022-01-26,cold,350183.076663,21.1169918991135500

2021-08-29,hot,108804.635859,25.7221361368794326

2022-09-06,cold,550649.878299,67.8892711501664406

2022-09-22,cold,789076.031193,40.2815881971004135

2021-05-20,cold,534373.055592,83.1709035940856031

2021-10-21,hot,385295.613901,69.9519996189179375

2021-11-23,cold,306760.602952,21.7483589473236441

2021-04-18,cold,549780.160920,39.7671002473779385

2021-01-12,cold,38367.270572,6.0554404311868687

2021-08-24,cold,583979.003396,75.0133594599871548

2021-11-06,hot,679757.011011,58.9503955434047351

2021-03-06,hot,280063.879679,55.7785062097191794

2021-10-05,hot,428499.438765,65.3997922413003663

2021-06-10,hot,146608.321054,27.0894902169253511

2022-01-25,hot,1349440.623771,89.1720494132690147

2021-06-21,cold,322527.630586,52.9688997513549023

2021-09-14,hot,249196.904795,44.6909800564921090

2022-08-21,cold,957462.127879,82.9402397677581428

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2022-05-01,hot,673054.044631,43.0699459033083765

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2021-11-07,cold,118121.893336,9.7163686218639467

2021-02-13,cold,100208.431158,31.5716544291115312

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2022-05-13,cold,540473.057904,34.6279509164531010

2022-10-26,hot,375914.599226,54.7023572796856810

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2021-07-24,cold,600513.991372,99.3570468848444739

2021-12-04,cold,554443.738401,37.5080326343525910

2021-09-10,cold,509430.139645,78.7859789120012372

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2021-10-01,cold,921762.237851,101.1147694000658183

2022-08-26,cold,931379.603671,85.6126117906976744

2021-05-18,hot,336776.940577,47.9466031573177677

2022-10-10,hot,999655.512052,57.8504347252314815

2021-12-20,cold,326889.940524,24.0466338475798146

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2021-08-22,hot,197835.189925,30.7723113897962358

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2021-10-20,hot,427725.400771,72.8415192048705722

2021-10-04,hot,337139.261797,51.9314944234442391

2022-07-22,hot,430129.711462,31.3642782165670118

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2021-06-19,hot,178089.626400,27.9006151339495535

2021-11-05,hot,860909.416192,75.8644180641522735

2022-06-23,cold,1105816.943307,72.6937249084275572

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2021-01-27,cold,48465.583998,15.2791878934426230

2022-08-12,cold,1110578.490931,84.5832818683168317

2021-03-29,hot,152189.508235,34.8658667205040092

2021-09-21,hot,235714.379191,35.8065288152817864

2022-07-27,cold,764686.944565,49.7616284613132036

2022-07-16,cold,1265854.371048,84.6385645258090399

2021-06-09,cold,224842.450570,39.7177973096626038

2022-01-30,cold,351004.873906,22.2056603976719175

2021-02-06,hot,183415.557462,30.7383203388637506

2021-06-25,cold,374562.910946,59.5016538436854647

2022-05-21,hot,711769.159539,47.8307344626705195

2021-04-11,hot,471496.176899,63.9056894685551640

2021-09-24,cold,545594.939088,68.9317674147820594

2022-02-14,hot,1464216.219913,98.9001161710908477

2021-03-26,hot,327052.413507,53.9512394435829759

2022-08-01,cold,760422.778633,49.5680059078938791

2021-09-13,cold,327898.925543,44.7521394217278559

2021-12-28,hot,1311081.820201,79.1286028246122277

2021-04-06,cold,112835.947109,22.2819800768167457

2022-08-18,hot,173698.996274,15.4770557136238083

2021-12-29,cold,344170.380757,20.2132131765431374

2022-09-19,hot,860357.875184,42.8123942667197452

2022-05-06,cold,963818.485413,62.4720304260435572

2022-04-20,cold,784312.484789,50.7579915084778669

2021-03-21,cold,135767.885633,19.4259387083989126

2021-05-29,hot,145453.784977,31.9468010052712497

2021-11-10,hot,943741.064207,77.1093279031783642

2021-04-22,cold,641977.091701,51.9062978412839586

2021-02-22,hot,144433.739027,36.3081294688285571

2022-11-06,hot,91636.422094,39.5666762063903282

2022-04-03,hot,627885.083050,50.7504916787908180

2021-06-14,hot,130749.566982,23.0965495463698993

2021-03-10,hot,303380.486646,57.8639112427999237

2022-09-03,hot,333786.198119,44.5701960367205234

2021-06-23,hot,140002.292129,22.7942514049169652

2022-10-25,cold,136234.879770,19.0378535173281163

2022-08-06,cold,960794.996253,63.7978085161354582

2022-08-03,hot,293316.541885,18.0103488815547096

2021-04-04,hot,305791.767654,55.9443409538968167

2021-11-06,cold,177809.073956,14.8458774280704684

2021-08-29,cold,480827.445677,77.9930974334144363

2021-11-25,hot,1099694.193360,88.8785414499313020

2021-07-09,hot,180956.409723,29.9249892050603605

2021-09-11,hot,253557.111948,41.6829051369390104

2021-03-19,hot,308801.081340,41.7524447458085452

2022-07-21,cold,992215.206750,65.8972708208806535

2021-03-22,cold,134086.971356,18.7455572984761638

2022-09-20,hot,909379.381731,45.9723664997219554

2022-02-26,cold,497698.484342,36.9376936575627134

2022-03-01,hot,1135301.113781,60.6820842258271420

2021-07-12,cold,724095.902869,109.0670135365265853

2021-10-21,cold,176397.184496,21.9618008585657371

2021-12-11,hot,1566786.320649,102.3173983314177496

2021-06-07,hot,133254.389401,24.9633550769951293

2022-08-22,cold,1113834.567626,94.2569660341880342

2022-09-04,hot,338374.186257,44.7407359853232844

2022-06-16,hot,452530.644472,29.2767448063660477

2021-10-05,cold,481055.109633,53.1083141568778980

2021-06-10,cold,346850.109957,62.3606814018338727

2021-04-20,hot,842018.889706,66.3634055569041614

2021-06-26,cold,499858.245640,75.5872139180402238

2022-06-02,cold,1101664.849282,69.7123868431310511

2022-05-17,cold,442671.867258,27.2681943610940002

2021-04-07,cold,247141.666442,39.4291107916400766

2021-03-03,hot,263728.625310,53.1818159528130672

2022-10-15,hot,710483.607734,53.6133117819197102

2022-08-11,cold,1059785.039514,78.1610029879784645

2021-11-17,cold,404630.840194,27.4140135632791328

2021-11-16,hot,1191779.446978,89.8168247025397543

2021-09-03,cold,442250.506514,74.1036371504691689

2021-04-12,cold,402197.287462,36.1948602827573794

2021-08-07,hot,163621.591446,23.4347739109137783

2022-06-24,cold,1267358.480127,87.4402152702497585

2021-08-18,cold,539157.761151,69.7397181672487388

2021-04-17,hot,1046254.689905,83.8076489830983659

2021-07-22,hot,142500.469194,22.8256397876021144

2022-01-20,cold,420648.665953,24.2462773619805176

2022-10-31,hot,208239.777217,46.7429354022446689

2022-01-19,hot,1441002.811235,84.6702398046301193

2021-02-23,cold,133427.621493,42.0376879310018904

2021-07-01,cold,554759.735276,91.2433775125000000

2021-09-30,cold,961696.666374,100.2811956594369135

2022-03-08,hot,1280041.880568,71.3671878104371097

2021-09-08,hot,299365.469827,41.8751531440760946

2022-05-12,cold,845751.138704,52.4496830204031008

2022-10-30,cold,177362.839696,36.5545836141797197

2021-10-15,hot,413229.380160,75.8219046165137615

2022-02-21,cold,185351.962454,13.9898831952600196

2021-12-03,cold,439448.205528,30.0827084835706462

2021-12-18,hot,1303869.154529,100.4676494474495300

2022-08-27,cold,798258.189376,73.4570892956657771

2021-06-20,hot,131167.594279,21.6662692895606211

2022-10-24,hot,373657.749711,47.6239803353301045

2021-03-20,cold,141854.009946,20.8700912087685744

2022-01-10,hot,1459040.919960,79.1838120026050147

2022-09-25,cold,926203.665833,48.0845013930536808

2022-10-11,cold,384825.785732,25.5851197215610664

2022-09-06,hot,248317.383994,27.7822089946296711

2021-10-03,cold,768980.403823,86.1120273038073908

2021-03-17,hot,251032.936746,33.9004641115462525

2021-02-16,cold,130142.038756,27.3350217929006511

2022-02-27,hot,689422.325489,54.5084065060879190

2021-07-07,hot,132966.584242,22.2911289592623638

2022-07-23,cold,936765.908983,63.0818793927946128

2022-08-24,cold,1173696.989506,94.5767114831587429

2022-03-12,cold,1298702.213322,84.5014127999219207

2022-01-07,cold,432106.687635,25.6275836329399205

2021-12-22,cold,291944.111899,20.0345945579879220

2021-11-23,hot,1062817.046783,83.0910051429129857

2021-12-09,hot,1335462.700687,93.4282006916888205

2021-12-06,cold,289032.174245,19.8429338353013868

2022-10-08,hot,1106676.108689,56.3452018068835599

2021-05-23,cold,272401.393668,54.1876653407598966

2022-02-24,cold,234188.405680,17.7779097912396569

2022-06-21,cold,1135449.733850,74.9521244867648030

2022-06-03,hot,407423.356904,26.4818561523561911

2022-03-15,hot,551539.918764,35.6729783819934028

2021-01-12,hot,210317.985622,26.4451132430529360

2021-09-09,hot,208480.228036,35.8891768008263040

2021-03-09,cold,90272.115199,19.0568113149672789

2021-07-04,hot,113072.015147,19.2659763412847163

2022-11-01,cold,125686.309183,30.6701584145924841

2021-09-28,cold,667776.961904,73.5842382263360882

2021-09-06,hot,209798.515496,35.4989027912013536

2021-04-26,cold,1009351.599201,59.4155638804450200

2021-10-13,hot,293447.231742,58.0853586187648456

2022-09-14,cold,123162.319930,22.5365635736505032

2022-08-29,cold,530039.018640,43.1698174490959440

2021-11-30,hot,1408517.187699,100.0154219767805155

2022-03-23,cold,623134.636312,39.4913895881868306

2021-07-20,hot,180479.238147,29.0439713786610879

2022-05-26,cold,790897.155225,50.5915150786797160

2021-06-18,hot,198713.224510,33.2852972378559464

2021-09-22,hot,230107.680760,39.1872753337874659

2021-07-15,cold,436058.260449,68.2193774169274093

2021-01-05,cold,37635.005672,7.9331799477234401

2022-06-26,cold,956362.531793,64.6147241262752517

2022-10-01,hot,820342.032563,46.4073107746223907

2021-10-14,cold,281318.251955,33.9060204839098469

2021-06-29,cold,635745.606949,96.5591748099939247

2022-02-18,hot,1103734.059381,81.0555966351619299

2022-05-25,hot,553256.693311,38.6514386831773089

2021-05-12,cold,463434.700922,59.3462288285311820

2022-03-07,cold,664793.681071,41.9295919943866288

2021-02-21,cold,136641.794832,43.0503449376181474

2021-11-14,hot,1050870.350572,76.5996319390626139

2022-01-01,hot,1360576.883827,95.8557759494856982

2022-07-12,cold,1519152.875555,95.9727636335207530

2022-05-10,cold,1066176.156662,64.0384501568862995

2021-03-23,hot,293718.820863,38.1007680455311973

2022-10-02,hot,601174.960766,34.2784217565286806

2021-04-11,cold,323449.899092,36.9530331420084542

2022-10-21,cold,502600.470064,57.6508912668043129

2022-05-08,hot,492646.709489,29.6507198007222389

2021-03-26,cold,234916.261248,37.9264225456893768

2021-08-14,hot,175487.563712,26.1531391523099851

2022-09-03,cold,270246.891789,38.9685496451333814

2021-10-12,hot,314796.884297,64.3888084060134997

2022-07-14,hot,375676.660230,24.3740128612210472

2021-07-29,hot,129466.400364,18.4872769333142939

2021-05-10,hot,403927.059711,44.8757982125319409

2021-06-27,hot,141292.244091,22.4344623834550651

2022-01-16,hot,1366659.943165,80.9680634614017418

2022-04-22,hot,536408.479585,38.5378604486672893

2022-01-29,cold,532432.332664,33.0991130588089022

2021-04-24,hot,716650.068535,60.2024587142977151

2022-07-01,cold,1064947.515455,74.8645002077328647

2022-10-18,hot,606499.969951,52.1899982747612082

2021-01-18,hot,185920.374864,31.1580986867772750

2021-10-09,cold,280303.981092,32.0127890694380996

2021-06-14,cold,318709.664762,57.8525439756761663

2022-11-03,hot,165606.641753,51.5587303091531756

2022-05-05,cold,940468.171653,59.3505093811056418

2021-07-13,hot,146144.756360,23.3271757956903432

2022-08-18,cold,997964.943624,85.8390627579563048

2022-11-06,cold,40759.688653,18.4432980330316742

2022-01-13,cold,443405.012384,25.9134482136637251

2021-11-26,cold,297872.620207,20.4526654907305685

2021-09-18,cold,380783.084393,46.2227584842194707

2022-08-24,hot,172903.629244,15.0481835721496954

2021-10-20,cold,231974.399060,27.6621033937514906

2022-07-06,cold,1403149.155982,95.3809500361634151

2021-11-20,hot,1209735.903020,87.0250991309977699

2021-02-16,hot,152856.707232,25.6170114348919055

2022-02-25,cold,252938.148789,19.9808949197408958

2022-04-13,hot,668599.190341,41.8345132236891503

2021-09-07,cold,444511.137295,59.3869254903139613

2021-03-31,cold,181886.891651,34.7443919104106972

2022-05-16,cold,772645.696302,47.4423244689917721

2021-07-05,cold,464298.954600,75.8906431186662308

2022-03-12,hot,694422.867694,42.8761958319338108

2021-07-10,hot,152956.096630,26.2360371578044597

2021-01-26,cold,50934.545506,16.0575490245901639

2021-05-18,cold,482914.210690,62.7242772684764255

2022-08-08,hot,265308.980901,17.2345706704560218

2022-06-21,hot,366808.729267,24.7760033277271192

2022-04-30,cold,623202.553340,43.1999551739914044

2021-10-04,cold,411924.171835,45.4762830464782513

2021-07-21,cold,580713.006574,103.6617291278114959

2022-03-28,hot,667854.222767,49.1828722856616835

2022-05-31,hot,562664.067333,32.7911922217495192

2021-12-07,cold,252723.326308,17.5331848416816983

2021-02-11,cold,79182.075572,24.9470937529930687

2022-10-27,hot,371433.112136,57.0119895834228703

2021-04-05,hot,438837.083171,58.3870520451037786

2022-07-23,hot,255461.519378,18.5237850321223987

2021-01-15,hot,210862.843824,35.3381672237305178

2021-07-26,hot,136476.980123,21.5671586793615676

2021-12-23,cold,263636.769850,18.9217519450226082

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