2021-1-capstone-design2 / 2015104214

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3e2e4657 1 parent d244e04a

LSTM 코드 및 데이터 추가

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date,open,high,low,close,vol
2018-05-04,53000,53900,51800,51900,39565391
2018-05-08,52600,53200,51900,52600,23104720
2018-05-09,52600,52800,50900,50900,16128305
2018-05-10,51700,51700,50600,51600,13905263
2018-05-11,52000,52200,51200,51300,10314997
2018-05-14,51000,51100,49900,50100,14909272
2018-05-15,50200,50400,49100,49200,18709146
2018-05-16,49200,50200,49150,49850,15918683
2018-05-17,50300,50500,49400,49400,10365440
2018-05-18,49900,49900,49350,49500,6706570
2018-05-21,49650,50200,49100,50000,9020998
2018-05-23,50600,52000,50400,51800,17095490
2018-05-24,52000,52000,51100,51400,8289275
2018-05-25,51000,52800,50800,52700,15207266
2018-05-28,52500,53000,52000,52300,9787820
2018-05-29,52200,52500,51300,51300,8480437
2018-05-30,51300,51500,49100,49500,20498098
2018-05-31,50400,50800,49850,50700,63491109
2018-06-01,50500,51700,49950,51300,13038499
2018-06-04,50800,51200,50700,51100,9767171
2018-06-05,51100,51400,50400,51300,9144100
2018-06-07,51800,51800,50500,50600,13590016
2018-06-08,50200,50400,49600,49650,16951706
2018-06-11,49750,50300,49350,49900,10571312
2018-06-12,49700,49800,49250,49400,12110569
2018-06-14,49000,49000,48200,48200,20971729
2018-06-15,48500,48700,47650,47650,17080892
2018-06-18,47600,47650,46200,46600,16661870
2018-06-19,47200,47350,46500,47000,15217971
2018-06-20,47450,47600,46850,47000,12959316
2018-06-21,47900,47900,47050,47050,10015541
2018-06-22,47000,47250,46200,47250,10298006
2018-06-25,47050,47050,46150,46650,10587711
2018-06-26,45900,47300,45900,47000,11223166
2018-06-27,47450,48500,47000,47950,15274752
2018-06-28,46850,47150,46600,46800,12784800
2018-06-29,46250,47150,46200,46650,14099635
2018-07-02,46500,47150,45500,45550,13112253
2018-07-03,45750,46450,45750,46150,10959655
2018-07-04,46700,47050,46050,46250,8776763
2018-07-05,46100,46550,45600,45950,7039773
2018-07-06,45500,45850,44650,44900,17843706
2018-07-09,45500,46100,45200,45600,11602464
2018-07-10,46200,46550,46100,46300,10528665
2018-07-11,46400,46450,45400,46000,11224077
2018-07-12,45900,46250,45450,45500,11828104
2018-07-13,45800,46500,45750,46500,11543389
2018-07-16,46800,46800,46000,46050,7678719
2018-07-17,46150,46200,45600,45850,8892953
2018-07-18,46700,47200,46450,46550,10952645
2018-07-19,47050,47200,46600,46900,9880128
2018-07-20,47000,47600,46700,47450,10474547
2018-07-23,47100,47200,46150,46500,10823782
2018-07-24,46350,46600,45950,46150,8261363
2018-07-25,46250,46550,45900,46150,7222471
2018-07-26,46100,47000,46000,46900,7374946
2018-07-27,46450,47000,46450,46900,4762460
2018-07-30,46550,46800,46350,46500,5723035
2018-07-31,46200,46450,46000,46250,8033607
2018-08-01,46050,46850,46050,46550,7484499
2018-08-02,46550,46800,45500,45550,8560924
2018-08-03,45850,45900,45450,45750,8274944
2018-08-06,46150,46150,45750,45800,6771979
2018-08-07,46300,46750,45900,46700,9058174
2018-08-08,47000,47000,46550,46800,6429338
2018-08-09,47000,47050,46450,46900,12010886
2018-08-10,46150,46400,44850,45400,16670643
2018-08-13,44950,45100,44650,45050,9803831
2018-08-14,44850,45400,44850,45150,6409259
2018-08-16,43800,44650,43700,44250,10088229
2018-08-17,44050,44400,44050,44100,6808747
2018-08-20,43500,44200,43500,43850,7289124
2018-08-21,43700,44900,43700,44800,9520270
2018-08-22,45150,46200,44900,46100,11641656
2018-08-23,46150,46200,45700,46200,6730918
2018-08-24,45900,46400,45550,46150,6582535
2018-08-27,46100,46550,46000,46300,5263782
2018-08-28,46800,46950,46300,46550,7365976
2018-08-29,46750,46800,46400,46800,5572374
2018-08-30,46950,47950,46700,47650,12193231
2018-08-31,47100,48450,47000,48450,13577454
2018-09-03,48200,48300,47300,47450,8595084
2018-09-04,47550,47800,47200,47650,6791255
2018-09-05,47300,47450,46400,46600,9139998
2018-09-06,46200,46400,45800,46100,9040553
2018-09-07,44500,45200,44400,44900,18285508
2018-09-10,45450,45550,45000,45500,9979838
2018-09-11,45550,45900,45050,45050,9865790
2018-09-12,44900,45100,44500,44550,12995269
2018-09-13,44550,44750,44000,44050,18277942
2018-09-14,45000,45850,44900,45850,12446344
2018-09-17,45550,45800,44900,45150,8123384
2018-09-18,44950,45900,44700,45500,9987090
2018-09-19,46000,46200,45700,46150,9367454
2018-09-20,46850,47600,46400,47250,13536966
2018-09-21,46550,47550,46550,47400,14476906
2018-09-27,46950,47500,46450,47500,15804586
2018-09-28,47250,47250,46300,46450,11270515
2018-10-01,46450,46800,45800,46350,6354983
2018-10-02,46450,46700,45700,45700,6607188
2018-10-04,45150,45600,44700,44700,11865327
2018-10-05,44800,45500,44550,44700,10544165
2018-10-08,44200,45200,44200,44950,6759464
2018-10-10,45250,45500,44500,45300,10341349
2018-10-11,44000,44650,43100,43100,19324537
2018-10-12,43200,44650,43200,44000,12640906
2018-10-15,44050,44050,43350,43800,7434522
2018-10-16,43700,44150,43350,43600,6825677
2018-10-17,44150,44500,44000,44150,8306193
2018-10-18,43950,44450,43700,44050,8347725
2018-10-19,43900,44150,43450,43900,7842520
2018-10-22,43450,43950,43200,43550,8357648
2018-10-23,43300,43450,42550,43050,9531231
2018-10-24,43050,43100,42250,42550,13522825
2018-10-25,40600,41550,40550,41000,19338170
2018-10-26,41100,41300,40400,41000,14413864
2018-10-29,40850,41950,40550,41400,14460521
2018-10-30,41400,43000,41000,42350,14205190
2018-10-31,42900,43350,41700,42400,17621480
2018-11-01,42450,42950,42150,42150,13423132
2018-11-02,43050,44250,42800,44150,16517112
2018-11-05,43750,43800,42900,43800,9426777
2018-11-06,43750,43800,42950,43750,7713625
2018-11-07,43600,44500,43400,44000,11553998
2018-11-08,44900,45050,44050,44050,12617397
2018-11-09,44450,44850,43900,44300,7318500
2018-11-12,43850,45250,43700,45200,8552566
2018-11-13,43900,44500,43400,44500,9311126
2018-11-14,44500,44500,43800,44100,6783344
2018-11-15,44050,44350,43500,44250,5864067
2018-11-16,44600,44750,43700,44000,7777124
2018-11-19,44050,44250,43450,43650,7538720
2018-11-20,42450,43000,42100,42800,9420664
2018-11-21,41800,42300,41800,42100,10769589
2018-11-22,42000,42650,42000,42450,5970796
2018-11-23,42450,42600,41900,42400,5192638
2018-11-26,42150,42800,42100,42600,6613009
2018-11-27,42900,43100,42500,43050,8367091
2018-11-28,42800,43200,42750,43150,6943099
2018-11-29,43850,43850,42900,43150,8473511
2018-11-30,43450,44000,41750,41850,19775519
2018-12-03,42750,43400,42400,43250,12110702
2018-12-04,42650,42900,41900,42150,14347746
2018-12-05,40900,41750,40850,41450,12631983
2018-12-06,40600,41100,40450,40500,14251826
2018-12-07,40900,41400,40850,40950,11433083
2018-12-10,40450,40650,40000,40200,14892263
2018-12-11,40600,40700,40200,40250,10638766
2018-12-12,40250,40700,40150,40450,12024279
2018-12-13,40650,40750,40000,40000,26254646
2018-12-14,40200,40200,38700,38950,19671783
2018-12-17,38650,39600,38650,39150,11532968
2018-12-18,38300,39200,38300,38900,11042101
2018-12-19,38900,39350,38850,39100,9942037
2018-12-20,38600,39100,38500,38650,11937617
2018-12-21,38200,38650,38100,38650,14947080
2018-12-24,38500,39050,38300,38800,9729530
2018-12-26,38400,38750,38300,38350,12707675
2018-12-27,38700,38800,38100,38250,10510643
2018-12-28,38250,38900,38200,38700,9900267
2019-01-02,39400,39400,38550,38750,7847664
2019-01-03,38300,38550,37450,37600,12471493
2019-01-04,37450,37600,36850,37450,14108958
2019-01-07,38000,38900,37800,38750,12748997
2019-01-08,38000,39200,37950,38100,12756554
2019-01-09,38650,39600,38300,39600,17452708
2019-01-10,40000,40150,39600,39800,14731699
2019-01-11,40350,40550,39950,40500,11661063
2019-01-14,40450,40700,39850,40050,11984996
2019-01-15,40050,41100,39850,41100,11492756
2019-01-16,41150,41450,40700,41450,8491595
2019-01-17,41700,42100,41450,41950,11736903
2019-01-18,42000,42400,41950,42300,11029256
2019-01-21,42700,42750,41900,42750,11355701
2019-01-22,42750,42850,41850,42150,9964356
2019-01-23,41350,42250,41350,42000,11071079
2019-01-24,43050,43100,42350,43050,14747623
2019-01-25,44300,44750,43750,44750,22789395
2019-01-28,45000,45500,44600,45050,17998914
2019-01-29,45050,45500,44350,45500,16215017
2019-01-30,44800,46400,44800,46400,17505980
2019-01-31,46650,47050,46150,46150,21621145
2019-02-01,46650,46950,46250,46350,13832454
2019-02-07,46800,47100,46200,46200,15872001
2019-02-08,45700,45700,44650,44800,12689196
2019-02-11,44500,45000,44250,45000,11125044
2019-02-12,44650,46250,44650,46050,13184367
2019-02-13,46400,46700,46000,46200,11299738
2019-02-14,46600,47500,46150,47500,17259341
2019-02-15,46750,46850,45650,46050,10554643
2019-02-18,46500,46850,45850,46200,8183728
2019-02-19,45850,46150,45450,45950,6741395
2019-02-20,46750,47100,46500,46900,11506720
2019-02-21,46500,47200,46200,46950,8694009
2019-02-22,46500,47150,46450,47150,6895772
2019-02-25,47400,47550,47050,47350,7484716
2019-02-26,47350,47450,46500,46750,7985547
2019-02-27,47000,47250,46750,46750,8045211
2019-02-28,46400,46500,45100,45100,23569321
2019-03-04,46000,46100,44800,44850,12926539
2019-03-05,44600,45100,44150,44250,10612405
2019-03-06,44000,44300,43700,44000,10202544
2019-03-07,43400,44950,43400,44450,11049749
2019-03-08,44450,44800,43800,43800,7729069
2019-03-11,44400,44450,43650,43650,10717408
2019-03-12,44300,44950,44150,44650,11431977
2019-03-13,44250,44450,43700,43850,8108343
2019-03-14,43700,44300,43550,43850,18039161
2019-03-15,43800,44250,43700,44200,16814163
2019-03-18,43950,44150,43450,43700,8188876
2019-03-19,43750,43900,43550,43900,7609563
2019-03-20,43800,44200,43100,44050,9846242
2019-03-21,44600,46250,44050,45850,21138016
2019-03-22,46850,47000,46250,46550,12535911
2019-03-25,45300,45650,44800,45500,8699728
2019-03-26,45500,45700,44900,45250,9729811
2019-03-27,44750,45600,44250,45350,9568081
2019-03-28,44950,45200,44300,44850,6821306
2019-03-29,44500,44900,44200,44650,11491713
2019-04-01,45200,45450,44850,45050,7362129
2019-04-02,45550,46100,45350,45750,9480688
2019-04-03,46750,46750,45800,46600,12436570
2019-04-04,46150,47100,46150,46950,12650168
2019-04-05,46950,47550,46600,46850,8546339
2019-04-08,47250,47250,46150,46650,8507909
2019-04-09,46700,46950,46200,46650,6878761
2019-04-10,46400,46700,46050,46700,11883995
2019-04-11,46700,46800,46150,46250,13697399
2019-04-12,46050,46900,46000,46850,7668936
2019-04-15,47150,47500,47000,47050,8733019
2019-04-16,47400,47400,46800,47250,7730881
2019-04-17,47300,47600,47000,47050,5513658
2019-04-18,47200,47250,45500,45600,12808747
2019-04-19,45750,46000,45250,45300,8479710
2019-04-22,45400,45900,45100,45350,6006957
2019-04-23,45050,45500,45000,45200,6920566
2019-04-24,45400,45650,44150,44750,13299267
2019-04-25,44250,45000,44100,44650,10868965
2019-04-26,44200,45000,43800,44850,9739982
2019-04-29,45150,46150,45100,46150,8777517
2019-04-30,46000,46300,45350,45850,11121273
2019-05-02,45500,46150,45400,45900,8625126
2019-05-03,45900,46050,45300,45300,6562916
2019-05-07,45250,45300,44400,44850,12014907
2019-05-08,44300,44850,44200,44250,10398754
2019-05-09,43900,44250,42450,42450,23029718
2019-05-10,42600,43450,42450,42900,14579512
2019-05-13,42500,43200,42350,42650,7635079
2019-05-14,41300,43100,41300,42650,11563730
2019-05-15,42700,43050,42550,42550,7670185
2019-05-16,42350,42400,41350,41550,13687828
2019-05-17,41950,42050,40850,41200,13357951
2019-05-20,41650,42100,41550,42000,15752397
2019-05-21,42600,43950,42350,43150,18812133
2019-05-22,43700,43800,42400,43500,11033339
2019-05-23,43900,44000,43250,43850,12259006
2019-05-24,43800,43800,42400,42700,13966305
2019-05-27,42500,43000,42350,42650,8066669
2019-05-28,42550,42950,42150,42550,24506881
2019-05-29,41850,42100,41300,41800,14930618
2019-05-30,42200,42700,42150,42550,11766018
2019-05-31,42600,42800,42150,42500,11365999
2019-06-03,42950,43900,42500,43800,15466580
2019-06-04,43400,43700,43000,43450,9913497
2019-06-05,44050,44200,43700,43900,12464135
2019-06-07,43600,44350,43450,44200,11683682
2019-06-10,44300,44850,44050,44800,8792182
2019-06-11,44800,45000,44550,44850,6664872
2019-06-12,44800,45050,44300,44600,8607439
2019-06-13,44200,44400,43400,43750,16906541
2019-06-14,43750,44150,43300,44000,9322873
2019-06-17,43750,44050,43400,43900,11890424
2019-06-18,43750,44500,43650,44350,7994928
2019-06-19,45450,45450,45000,45350,10417690
2019-06-20,44850,45500,44850,45500,7147785
2019-06-21,45750,45800,45200,45700,9454913
2019-06-24,45200,45800,45200,45500,6085066
2019-06-25,45200,45800,45200,45600,7076774
2019-06-26,45800,46000,45600,45700,9226097
2019-06-27,46000,46600,45750,46500,12603534
2019-06-28,47000,47000,46700,47000,12949231
2019-07-01,47350,47400,46250,46600,11383522
2019-07-02,46200,46900,45850,46250,8463073
2019-07-03,45750,46350,45200,45400,9669368
2019-07-04,45250,46200,45250,46000,6365573
2019-07-05,45950,45950,45250,45650,7235395
2019-07-08,44750,44800,44350,44400,7823843
2019-07-09,44850,45450,44700,45100,7646421
2019-07-10,45550,46150,45500,45550,9253930
2019-07-11,46350,46550,46150,46200,10989751
2019-07-12,46350,46400,45800,46300,5245804
2019-07-15,45950,46650,45750,46450,4717226
2019-07-16,46450,46850,46300,46850,7407824
2019-07-17,46150,46350,45950,46050,5216602
2019-07-18,46450,46450,45650,46100,5143554
2019-07-19,46650,46950,46600,46800,8819393
2019-07-22,46800,47300,46600,47200,9009109
2019-07-23,47350,47550,47050,47300,9061381
2019-07-24,47100,47150,46250,46400,8756522
2019-07-25,47150,47200,46600,47200,8408838
2019-07-26,46650,47150,46550,47150,7873886
2019-07-29,46800,47050,46000,46100,6856846
2019-07-30,46300,46850,46300,46550,5551014
2019-07-31,46200,46600,45000,45350,12872916
2019-08-01,44900,45500,44850,45200,7811181
2019-08-02,44550,45500,44300,44950,12151374
2019-08-05,44350,44600,43600,43950,14214086
2019-08-06,42500,43800,42500,43500,15083824
2019-08-07,43600,43900,43100,43200,10002533
2019-08-08,43250,43500,42650,42650,16926881
2019-08-09,43250,43350,43050,43150,9685147
2019-08-12,44000,44000,43550,43700,8466169
2019-08-13,43500,43500,42950,43000,7276979
2019-08-14,43900,44250,43500,43700,8750135
2019-08-16,43800,43900,43300,43900,9528115
2019-08-19,44350,44350,43500,43600,6014218
2019-08-20,43950,44600,43550,44450,8434205
2019-08-21,44350,44800,44150,44500,6571717
2019-08-22,44500,44700,43850,44050,8061177
2019-08-23,43800,44200,43650,43950,5017381
2019-08-26,43050,43800,42950,43600,7954949
2019-08-27,43650,44200,43600,44050,16883932
2019-08-28,44100,44400,43750,44150,5758333
2019-08-29,44200,44200,43050,43400,10768862
2019-08-30,43750,44300,43750,44000,9899073
2019-09-02,44850,44850,43650,43800,7185537
2019-09-03,43550,43650,43100,43250,9774941
2019-09-04,43250,44100,43150,44100,12441837
2019-09-05,44800,46100,44450,45700,18297430
2019-09-06,46500,46500,45850,46300,9896562
2019-09-09,46450,47000,46300,46900,9434157
2019-09-10,47100,47200,46550,47000,9231792
2019-09-11,47300,47400,46800,47150,16141619
2019-09-16,47000,47100,46400,47100,15550926
2019-09-17,47000,47100,46800,46900,7006280
2019-09-18,46900,47700,46800,47700,10413027
2019-09-19,48050,49200,47850,49150,16461413
2019-09-20,49400,49600,49100,49200,15460210
2019-09-23,49250,49300,49000,49300,7568553
2019-09-24,49050,49650,48850,49500,7871955
2019-09-25,49200,49350,48800,48900,9187141
2019-09-26,49000,49250,48900,49200,8494756
2019-09-27,48000,48700,48000,48400,8048041
2019-09-30,48050,49250,47900,49050,9497119
2019-10-01,48900,49100,48650,48850,6206035
2019-10-02,48350,48400,47600,47600,8382463
2019-10-04,47400,48650,47350,48000,9331695
2019-10-07,48350,48700,47650,47750,7047273
2019-10-08,47900,49000,47600,48900,14239367
2019-10-10,48200,49200,48000,48550,18639855
2019-10-11,49000,49450,48800,49150,7783275
2019-10-14,50000,50300,49850,50000,11130635
2019-10-15,49900,50200,49900,50100,6058105
2019-10-16,50700,50900,50400,50700,9136282
2019-10-17,50500,50600,50100,50500,6701380
2019-10-18,50300,50900,49650,49900,8483106
2019-10-21,49900,50400,49800,50300,4406531
2019-10-22,50800,51500,50700,51200,10898729
2019-10-23,51300,51500,50800,51200,8663880
2019-10-24,52500,52500,50500,50700,21185785
2019-10-25,50800,51200,50500,50900,7879897
2019-10-28,50700,51500,50700,51300,6431522
2019-10-29,51400,51700,50800,51100,7581629
2019-10-30,50700,50800,50200,50400,8959435
2019-10-31,51000,51400,50300,50400,10304777
2019-11-01,50600,51200,50400,51200,8467846
2019-11-04,51700,52300,51400,52300,13012411
2019-11-05,52400,52700,52100,52700,10581034
2019-11-06,52900,53500,52700,53300,14361133
2019-11-07,53400,53400,52400,52900,9257116
2019-11-08,53200,53300,52000,52100,11603290
2019-11-11,52200,52200,51400,51600,8185952
2019-11-12,51800,52600,51600,52600,6576148
2019-11-13,52500,52500,52000,52500,6225196
2019-11-14,51900,52800,51900,52800,12010018
2019-11-15,52900,53700,52600,53700,9703360
2019-11-18,53600,53800,53200,53500,7746554
2019-11-19,53200,53500,52700,53500,8907177
2019-11-20,53400,53400,52000,52000,12560070
2019-11-21,51600,52100,50600,51000,14298646
2019-11-22,51000,51600,50900,51600,8478310
2019-11-25,52200,52600,51700,51800,9050625
2019-11-26,51900,52900,51800,51800,27372226
2019-11-27,51800,52300,51600,52200,7546261
2019-11-28,51900,52100,51300,51300,6833885
2019-11-29,51200,51400,50200,50300,11179334
2019-12-02,50900,51300,50400,50400,18877252
2019-12-03,49800,50300,49500,49900,12059812
2019-12-04,49600,49850,49000,49450,13246549
2019-12-05,50200,50400,49500,49500,10449715
2019-12-06,50100,50900,49950,50400,11414563
2019-12-09,50900,51400,50700,51200,8470627
2019-12-10,51000,51600,50700,51500,6882771
2019-12-11,51500,52200,51400,51900,11379521
2019-12-12,53000,53300,52700,53300,29178697
2019-12-13,54500,54800,53900,54700,18120261
2019-12-16,54500,54900,54300,54700,11512405
2019-12-17,55800,56700,55400,56700,19358433
2019-12-18,56700,57200,56000,56300,15558208
2019-12-19,57000,57300,55500,56000,14180520
2019-12-20,56100,56500,55600,56000,12095519
2019-12-23,56100,56400,55100,55500,9839252
2019-12-24,55600,55700,54800,55000,11868463
2019-12-26,54700,55400,54400,55400,9645034
2019-12-27,55700,56900,55500,56500,12313056
2019-12-30,56200,56600,55700,55800,8356767
2020-01-02,55500,56000,55000,55200,12993228
2020-01-03,56000,56600,54900,55500,15422255
2020-01-06,54900,55600,54600,55500,10278951
2020-01-07,55700,56400,55600,55800,10009778
2020-01-08,56200,57400,55900,56800,23501171
2020-01-09,58400,58600,57400,58600,24102579
2020-01-10,58800,59700,58300,59500,16000170
2020-01-13,59600,60000,59100,60000,11359139
2020-01-14,60400,61000,59900,60000,16906295
2020-01-15,59500,59600,58900,59000,14300928
2020-01-16,59100,60700,59000,60700,14381774
2020-01-17,61900,62000,61000,61300,16025661
2020-01-20,62000,62800,61700,62400,12528855
2020-01-21,62000,62400,61200,61400,11142693
2020-01-22,60500,62600,60400,62300,15339565
2020-01-23,61800,61800,60700,60800,14916555
2020-01-28,59400,59400,58300,58800,23664541
2020-01-29,59100,59700,58800,59100,16446102
2020-01-30,58800,58800,56800,57200,20821939
2020-01-31,57800,58400,56400,56400,19749457
2020-02-03,55500,57400,55200,57200,23995260
2020-02-04,57100,59000,56800,58900,21800192
2020-02-05,60000,60200,58900,59500,19278165
2020-02-06,60100,61100,59700,61100,14727159
2020-02-07,61100,61200,59700,60400,16402493
2020-02-10,59200,59800,59100,59700,13107121
2020-02-11,59800,60700,59700,59900,11071231
2020-02-12,60300,60700,59700,60500,12904207
2020-02-13,61200,61600,60500,60700,18449775
2020-02-14,60900,61900,60200,61800,13276067
2020-02-17,61600,62000,61200,61500,8740596
2020-02-18,60800,60900,59700,59800,16674266
2020-02-19,59800,60400,59400,60200,12951496
2020-02-20,60700,61300,59600,60000,14591924
2020-02-21,58800,59800,58500,59200,13777393
2020-02-24,57400,58100,56800,56800,25627537
2020-02-25,56200,58000,56200,57900,23885408
2020-02-26,56000,57000,56000,56500,25483102
2020-02-27,56300,56900,55500,55900,23209541
2020-02-28,55000,55500,54200,54200,30054227
2020-03-02,54300,55500,53600,55000,30403412
2020-03-03,56700,56900,55100,55400,30330295
2020-03-04,54800,57600,54600,57400,24765728
2020-03-05,57600,58000,56700,57800,21698990
2020-03-06,56500,57200,56200,56500,18716656
2020-03-09,54700,55000,53600,54200,30261485
2020-03-10,53800,54900,53700,54600,32106554
2020-03-11,54300,54400,52000,52100,45707281
2020-03-12,51000,51900,49300,50800,48149999
2020-03-13,47450,51600,46850,49950,59462933
2020-03-16,50100,50900,48800,48900,33339821
2020-03-17,46900,49650,46700,47300,51218151
2020-03-18,47750,48350,45600,45600,40152623
2020-03-19,46400,46650,42300,42950,56925513
2020-03-20,44150,45500,43550,45400,49730008
2020-03-23,42600,43550,42400,42500,41701626
2020-03-24,43850,46950,43050,46950,49801908
2020-03-25,48950,49600,47150,48650,52735922
2020-03-26,49000,49300,47700,47800,42185129
2020-03-27,49600,49700,46850,48300,39896178
2020-03-30,47050,48350,46550,47850,26797395
2020-03-31,48000,48500,47150,47750,30654261
2020-04-01,47450,47900,45800,45800,27259532
2020-04-02,46200,46850,45350,46800,21621076
2020-04-03,47400,47600,46550,47000,22784682
2020-04-06,47500,48800,47250,48700,23395726
2020-04-07,49650,50200,49000,49600,31524034
2020-04-08,49600,49750,48600,48600,25010314
2020-04-09,49750,49800,48700,49100,22628058
2020-04-10,48950,49250,48650,49250,17839111
2020-04-13,48650,48900,48300,48300,14431800
2020-04-14,48800,49200,48300,49000,14206216
2020-04-16,49350,49350,48550,49000,23349760
2020-04-17,50800,52000,50300,51400,32041675
2020-04-20,51400,51400,50000,50100,21866354
2020-04-21,49400,49700,48700,49250,27407543
2020-04-22,48700,50000,48350,49850,18613864
2020-04-23,50200,50300,49500,49850,18754442
2020-04-24,49650,49750,49000,49350,15618347
2020-04-27,49350,50000,49100,49850,14049471
2020-04-28,49850,50100,49300,50100,16095399
2020-04-29,49900,50500,49600,50000,15604533
2020-05-04,48900,49100,48500,48500,26083749
2020-05-06,49000,49200,48500,49200,18070225
2020-05-07,49200,49300,48700,48800,13884411
2020-05-08,49100,49350,48800,48800,15319700
2020-05-11,48900,49250,48300,48400,16357743
2020-05-12,48400,48500,47550,47900,23433590
2020-05-13,47250,48550,47200,48550,20223277
2020-05-14,47750,48100,47650,48000,19305974
2020-05-15,48400,48450,47700,47850,18463118
2020-05-18,47950,49100,47600,48800,20481981
2020-05-19,50100,50500,49700,50300,25168295
2020-05-20,50000,50200,49800,50000,14896899
2020-05-21,50300,50400,49850,49950,14949266
2020-05-22,49600,49800,48600,48750,19706284
2020-05-25,48750,48900,48450,48850,14337913
2020-05-26,48700,49450,48600,49250,15127490
2020-05-27,48950,50000,48800,49900,19548479
2020-05-28,51100,51200,49900,50400,31309318
2020-05-29,50000,50700,49700,50700,27596961
2020-06-01,50800,51200,50600,51200,16949183
2020-06-02,51000,51500,50800,51400,14247933
2020-06-03,51800,55000,51700,54500,49257814
2020-06-04,55800,57000,54600,54600,40220334
2020-06-05,54400,55900,54000,55500,22743629
2020-06-08,56400,56500,54700,54900,25634965
2020-06-09,55800,56500,54400,55500,23998831
2020-06-10,55100,55900,54900,55400,16742493
2020-06-11,54500,55100,53200,54300,33815123
2020-06-12,52100,52800,51500,52300,26976019
2020-06-15,51400,52000,49900,49900,28772921
2020-06-16,51200,52100,50600,52100,21808375
2020-06-17,52100,52900,51300,52200,26672595
2020-06-18,52200,52300,51600,52300,15982926
2020-06-19,52600,52900,51600,52900,18157985
2020-06-22,52000,52600,51800,52000,13801350
2020-06-23,52500,52800,51100,51400,18086152
2020-06-24,51900,53900,51600,52900,24519552
2020-06-25,52100,53000,51900,51900,18541624
2020-06-26,52800,53900,52200,53300,21575360
2020-06-29,52500,53200,52000,52400,17776925
2020-06-30,53900,53900,52800,52800,21157172
2020-07-01,53400,53600,52400,52600,16706143
2020-07-02,52100,52900,52100,52900,14142583
2020-07-03,53000,53600,52700,53600,11887868
2020-07-06,54000,55000,53800,55000,19856623
2020-07-07,55800,55900,53400,53400,30760032
2020-07-08,53600,53900,52900,53000,19664652
2020-07-09,53200,53600,52800,52800,17054850
2020-07-10,53100,53200,52300,52700,13714746
2020-07-13,53300,53800,53100,53400,12240188
2020-07-14,53700,53800,53200,53800,14269484
2020-07-15,54400,55000,54300,54700,24051450
2020-07-16,54800,54800,53800,53800,16779127
2020-07-17,54200,54700,54100,54400,10096174
2020-07-20,54800,54800,54000,54200,10507530
2020-07-21,55200,55400,54800,55300,18297260
2020-07-22,55300,55500,54700,54700,12885057
2020-07-23,54700,54700,53800,54100,16214932
2020-07-24,54000,54400,53700,54200,10994535
2020-07-27,54300,55700,54300,55600,21054421
2020-07-28,57000,58800,56400,58600,48431566
2020-07-29,60300,60400,58600,59000,36476611
2020-07-30,59700,60100,59000,59000,19285354
2020-07-31,59500,59600,57700,57900,21943345
2020-08-03,57800,57900,56700,56800,21158940
2020-08-04,57200,58100,57000,57300,19419694
2020-08-05,57300,57500,56300,56900,17739706
2020-08-06,57100,58400,57100,58000,21625874
2020-08-07,57900,58400,57100,57500,18751717
2020-08-10,57600,58300,57500,57800,17774291
2020-08-11,58000,59500,57800,58200,24907912
2020-08-12,58200,59000,57700,59000,18573934
2020-08-13,59400,59600,58000,58700,22089460
2020-08-14,58000,58400,57700,58000,15672548
2020-08-18,58900,59900,58000,58400,25307825
2020-08-19,59000,59200,57800,57800,16930719
2020-08-20,57600,57600,55300,55400,30386029
2020-08-21,56200,56900,55800,55900,21142288
2020-08-24,55800,56600,55400,56100,15055896
2020-08-25,56400,56800,56100,56400,14021705
2020-08-26,56400,56500,55700,56400,17651593
2020-08-27,56300,56300,55600,55600,16196568
2020-08-28,56100,56300,55400,55400,14619888
2020-08-31,56000,56100,54000,54000,32671367
2020-09-01,54100,54800,54100,54200,19363117
2020-09-02,54600,55100,54100,54400,16905723
2020-09-03,55600,56700,55500,56400,28384920
2020-09-04,55200,55800,55100,55600,22139109
2020-09-07,56100,57300,55800,56500,18685880
2020-09-08,57400,58700,57200,58700,31517520
2020-09-09,58200,59300,57800,58400,30597399
2020-09-10,59900,60000,59100,59200,29923293
2020-09-11,59300,59400,58200,59000,16017098
2020-09-14,60200,60800,59900,60400,20648281
2020-09-15,60900,61000,60500,61000,17877075
2020-09-16,61100,61300,60600,61000,17041444
2020-09-17,60700,60800,59300,59500,25108356
2020-09-18,59800,59900,59100,59300,18884571
2020-09-21,59100,60000,59000,59200,15140387
2020-09-22,59100,59700,57800,58200,20830381
2020-09-23,58400,58800,57400,58600,20111398
2020-09-24,57700,58600,57600,57800,17564020
2020-09-25,57700,58200,57700,57900,11444683
2020-09-28,58300,58800,57900,58200,12614080
2020-09-29,58300,59000,58200,58200,15503563
2020-10-05,57500,59200,57500,58700,20228289
2020-10-06,59400,59900,58700,59000,14463826
2020-10-07,58700,59900,58500,59900,14861838
2020-10-08,60500,60700,59500,59700,24589924
2020-10-12,60000,60400,59900,60400,16145837
2020-10-13,61000,61400,60400,60900,19247631
2020-10-14,61000,61100,60500,60900,16086716
2020-10-15,60700,60800,59700,60000,17756232
2020-10-16,60000,60400,59000,59500,16554190
2020-10-19,59600,60200,59500,60000,14474985
2020-10-20,60300,60900,60100,60900,19326115
2020-10-21,61200,61500,60600,60900,15703443
2020-10-22,60300,60500,59800,60100,14294095
2020-10-23,60400,60400,59800,60200,9322232
2020-10-26,60400,61100,60100,60400,13268226
2020-10-27,60300,60300,59500,59800,17260416
2020-10-28,59400,59400,58800,59000,14428882
2020-10-29,58200,58500,57500,58100,22636966
2020-10-30,58000,58000,56600,56600,26907844
2020-11-02,56400,57500,56000,57400,20489076
2020-11-03,57900,58900,57600,58800,14950919
2020-11-04,58900,59000,57800,58500,21718561
2020-11-05,59000,60300,58800,60300,20639475
2020-11-06,60700,60800,59600,60100,16910230
2020-11-09,60700,60900,60100,60200,15892961
2020-11-10,60500,60500,59500,60200,19073552
2020-11-11,60700,61400,60400,61300,25628510
2020-11-12,61000,61400,60700,61000,19800573
2020-11-13,61300,63200,61000,63200,31508829
2020-11-16,64000,66700,63900,66300,36354334
2020-11-17,67000,67000,65600,65700,30204089
2020-11-18,65700,66200,64700,64800,22963790
2020-11-19,64100,64800,63900,64600,16590290
2020-11-20,63900,65200,63900,64700,15068682
2020-11-23,64800,67800,64700,67500,27134398
2020-11-24,67900,69500,67000,67700,32158235
2020-11-25,67900,68300,66500,66600,32447065
2020-11-26,66100,68000,66000,68000,19023323
2020-11-27,68000,68400,67600,68200,14063434
2020-11-30,68400,68600,66700,66700,43811016
2020-12-01,67100,68300,67100,67800,22327173
2020-12-02,68400,69900,68300,69500,29703942
2020-12-03,70100,70500,69300,69700,23677989
2020-12-04,70400,72100,70100,71500,28130533
2020-12-07,72400,73500,71900,72900,28490496
2020-12-08,72200,72900,71600,71700,25000338
2020-12-09,72100,73900,72000,73900,24077996
2020-12-10,72700,73800,72500,72900,39882928
2020-12-11,73500,73800,73100,73400,18486672
2020-12-14,73600,74500,73200,73800,21510415
2020-12-15,73800,74100,73300,73800,20863671
2020-12-16,74100,74500,73400,73800,17512081
2020-12-17,73400,73700,72600,73300,24293214
2020-12-18,73300,73700,73000,73000,17613029
2020-12-21,73100,73400,72000,73000,20367355
2020-12-22,72500,73200,72100,72300,16304910
2020-12-23,72400,74000,72300,73900,19411326
2020-12-24,74100,78800,74000,77800,32502870
2020-12-28,79000,80100,78200,78700,40085044
2020-12-29,78800,78900,77300,78300,30339449
2020-12-30,77400,81300,77300,81000,29417421
2021-01-04,81000,84400,80200,83000,38655276
2021-01-05,81600,83900,81600,83900,35335669
2021-01-06,83300,84500,82100,82200,42089013
2021-01-07,82800,84200,82700,82900,32644642
2021-01-08,83300,90000,83000,88800,59013307
2021-01-11,90000,96800,89500,91000,90306177
2021-01-12,90300,91400,87800,90600,48682416
2021-01-13,89800,91200,89100,89700,36068848
2021-01-14,88700,90000,88700,89700,26393970
2021-01-15,89800,91800,88000,88000,33431809
2021-01-18,86600,87300,84100,85000,43227951
2021-01-19,84500,88000,83600,87000,39895044
2021-01-20,89000,89000,86500,87200,25211127
2021-01-21,87500,88600,86500,88100,25318011
2021-01-22,89000,89700,86800,86800,30861661
2021-01-25,87000,89900,86300,89400,27258534
2021-01-26,88800,89200,86500,86700,33178936
2021-01-27,86600,87700,85600,85600,26423070
2021-01-28,83200,85600,83200,83700,31859808
2021-01-29,84500,85000,82000,82000,39615978
2021-02-01,81700,83400,81000,83000,28046832
2021-02-02,84100,86400,83700,84400,26302077
2021-02-03,84800,85400,83400,84600,22112205
2021-02-04,83500,83800,82100,82500,24171688
2021-02-05,83100,84000,82500,83500,18036835
2021-02-08,83800,84200,83000,83000,15338765
2021-02-09,84000,84800,82700,82700,20898332
2021-02-10,82600,82600,81600,81600,23025766
2021-02-15,83800,84500,83300,84200,23529706
2021-02-16,84500,86000,84200,84900,20483100
2021-02-17,83900,84200,83000,83200,18307735
2021-02-18,83200,83600,82100,82100,21327683
2021-02-19,82300,82800,81000,82600,25880879
2021-02-22,83800,84200,82200,82200,25419886
2021-02-23,81200,82900,81100,82000,20587314
2021-02-24,81800,83600,81300,82000,26807651
2021-02-25,84000,85400,83000,85300,34155986
2021-02-26,82800,83400,82000,82500,38520800
2021-03-02,85100,85300,83000,83600,33498180
2021-03-03,83500,84000,82800,84000,19882132
2021-03-04,82600,83200,82200,82400,24348331
2021-03-05,81100,82600,81100,82100,20508971
2021-03-08,82900,83000,81600,82000,17641256
2021-03-09,81400,81900,80600,81400,25420764
2021-03-10,82400,82500,80700,80900,20038422
2021-03-11,81000,82500,81000,82000,23818297
2021-03-12,83100,83500,82400,82800,13530573
2021-03-15,82800,82900,81800,81800,13735798
2021-03-16,82200,83000,82100,82800,12293537
2021-03-17,82800,82900,82000,82300,11625146
2021-03-18,82800,83800,82600,82900,18585244
2021-03-19,82100,82500,81800,81900,15869700
2021-03-22,82000,82300,81700,82000,12670506
2021-03-23,82600,82900,81800,81800,13299907
2021-03-24,81000,81600,80700,81000,17926638
2021-03-25,81000,82100,80800,81200,14758826
2021-03-26,81400,81600,81000,81500,12845778
2021-03-29,81700,81700,81000,81600,14952134
2021-03-30,81600,82300,81300,82200,13121698
2021-03-31,82400,82700,81400,81400,17240518
2021-04-01,82500,83000,82000,82900,18676461
2021-04-02,84000,85200,83900,84800,22997538
2021-04-05,85800,86000,84800,85400,16255990
2021-04-06,86200,86200,85100,86000,19042023
2021-04-07,86100,86200,85400,85600,17885538
2021-04-08,85700,85700,84100,84700,19244259
2021-04-09,84700,84900,83400,83600,18193707
2021-04-12,84100,84100,83100,83200,12915282
2021-04-13,83000,84500,82800,84000,15238206
2021-04-14,84000,84300,83400,84000,13794652