Sentinet: Financial Data Analytics https://senti-way.ru Sentinet – источник баз данных и IT-ресурсов для анализа финансовых рынков. Mon, 10 Feb 2025 20:38:41 +0000 ru-RU hourly 1 https://wordpress.org/?v=5.8.10 https://senti-way.ru/wp-content/uploads/2023/07/cropped-png-clipart-computer-icons-finance-money-investment-business-investor-saving-blue-32x32.png Sentinet: Financial Data Analytics https://senti-way.ru 32 32 Демонстрационные сентимент данные по криптовалютному и фондовому рынкам https://senti-way.ru/crypto_stock/ Tue, 05 Nov 2024 12:26:00 +0000 https://senti-way.ru/?p=541
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Useful Datasets

Значения метрик сентимента по рынку криптовалют и фондовому рынку РФ

Period
date
RUSENT
Crypto_Sent
124.10.20191,743143-0,134363292
225.10.20192,072331-0,092324906
328.10.20191,9550230,084108837
429.10.20192,2306860,085661131
530.10.20192,3670650,080340342
631.10.20192,2319320,040490736
701.11.20192,256277-0,016293918
805.11.20193,1367810,010881654
906.11.20192,7779220,008343987
1007.11.20192,5492750,013166101
1108.11.20192,484306-0,052288372
1211.11.20192,085807-0,043884035
1312.11.20191,918202-0,041848233
1413.11.20192,0891-0,044215088
1514.11.20192,1610190,006862676
1615.11.20191,948239-0,006253321
1718.11.20192,809121-0,007390358
1819.11.20193,229485-0,045104882
1920.11.20193,04381-0,04508346
2021.11.20192,541578-0,046843359
2122.11.20192,199114-0,130921442
2225.11.20192,202909-0,110334822
2326.11.20192,313526-0,050144056
2427.11.20192,403413-0,048110449
2528.11.20192,4048690,142010111
2629.11.20192,286880,083571487
2702.12.20192,0822150,013616115
2803.12.20191,8909890,013651547
2904.12.20192,304236-0,057154488
3005.12.20192,765444-0,075986278
3106.12.20192,588693-0,005735723
3209.12.20192,6677480,039737298
3310.12.20192,772824-0,011544158
3411.12.20192,288009-0,057777372
3512.12.20192,44842-0,043923958
3613.12.20192,294697-0,05767823
3716.12.20193,5472840,000349432
3817.12.20192,8849440,009305972
3918.12.20192,75045-0,095922208
4019.12.20192,681814-0,005282869
4120.12.20192,8803880,001743008
4223.12.20192,6961730,13165591
4324.12.20192,6950590,039675772
4425.12.20192,839213-0,018338091
4526.12.20192,6366640,147232319
4627.12.20192,4057310,097981951
4730.12.20193,1695780,060537247
4803.01.20203,3139010,001478992
4906.01.20202,6251740,018798125
5008.01.20202,5263780,074178397
5109.01.20202,3030940,017457286
5210.01.20202,334206-0,003848779
5313.01.20202,4032840,029216347
5414.01.20202,1827070,043071251
5515.01.20202,1475140,034488845
5616.01.20202,1314370,036833858
5717.01.20202,2180280,011198546
5820.01.20202,453011-0,030602716
5921.01.20202,261197-0,01757604
6022.01.20202,024752-0,000770051
6123.01.20201,828942-0,014493314
6224.01.20202,216084-0,055332322
6327.01.20202,423070,024914415
6428.01.20202,240930,037144642
6529.01.20202,0790020,050075243
6630.01.20201,9008970,052770108
6731.01.20201,9453930,03019009
6803.02.20201,8830430,015284055
6904.02.20201,78938-0,005287548
7005.02.20201,478158-0,018173491
7106.02.20201,8823560,024593474
7207.02.20201,707934-0,005487815
7310.02.20202,2321470,003431766
7411.02.20202,36214-0,016112821
7512.02.20202,5249780,017269763
7613.02.20202,3432740,038491907
7714.02.20202,3011630,021858456
7817.02.20202,604137-0,040729717
7918.02.20202,226469-0,028750574
8019.02.20202,445995-0,043943876
8120.02.20202,507028-0,064448902
8221.02.20202,297815-0,057660382
8325.02.20201,697844-0,01582924
8426.02.20201,298639-0,0201986
8527.02.20201,290139-0,028982883
8628.02.20201,229104-0,016263912
8702.03.20201,226693-0,019646717
8803.03.20201,232444-0,010271586
8904.03.20201,1718140,009038843
9005.03.20201,2698780,01196085
9106.03.20201,5794120,00051393
9210.03.20201,580953-0,161818623
9311.03.20201,69678-0,147553685
9412.03.20201,344068-0,170211816
9513.03.20201,026118-0,223261122
9616.03.20201,674552-0,095720735
9717.03.20201,592665-0,11998051
9818.03.20201,46408-0,000123385
9919.03.20201,368020,057121334
10020.03.20201,597355-0,015137879
10123.03.20201,3163790,013897171
10224.03.20201,5511410,038369682
10325.03.20201,6176580,046769691
10426.03.20201,4890080,078591422
10527.03.20201,9043390,018630516
10630.03.20202,139319-0,038612982
10731.03.20202,0088860,007389724
10801.04.20202,160227-0,000950476
10902.04.20201,8095520,057862818
11003.04.20201,6362350,06989637
11106.04.20202,049959-0,00911721
11207.04.20202,0710270,14693609
11308.04.20202,1895310,112429855
11409.04.20201,8799970,09808081
11510.04.20201,990694-0,016373701
11613.04.20202,148686-0,105320854
11714.04.20201,853797-0,024074221
11815.04.20201,7324130,029789655
11916.04.20201,48459-0,02856923
12017.04.20202,057750,013329778
12120.04.20201,794111-0,010979213
12221.04.20201,5885160,008936588
12322.04.20201,4444710,062390596
12423.04.20201,5531790,0395128
12524.04.20201,5953410,032600356
12627.04.20202,5481050,101964469
12728.04.20202,3655910,048524539
12829.04.20202,3737430,038046978
12930.04.20202,387960,195124365
13004.05.20202,7228590,058199067
13105.05.20202,7466440,020903127
13206.05.20202,50314-0,004153401
13307.05.20202,1858570,046268603
13408.05.20202,1651510,069957222
13512.05.20202,803538-0,039202152
13613.05.20202,461069-0,033912851
13714.05.20202,301338-0,045637413
13815.05.20202,285521-0,015777472
13918.05.20202,2610810,059373986
14019.05.20202,3120560,042674942
14120.05.20202,3978760,046285881
14221.05.20202,2876280,01395901
14322.05.20202,506772-0,021734634
14425.05.20202,593976-0,031426067
14526.05.20202,141042-0,042595605
14627.05.20202,038744-0,030447742
14728.05.20202,2653440,001118574
14829.05.20201,7161540,048571582
14901.06.20202,7553850,03443908
15002.06.20202,8533340,058736203
15103.06.20202,3440730,002385692
15204.06.20202,5605360,02171363
15305.06.20202,5578980,012478935
15408.06.20202,703378-0,00549104
15509.06.20202,8329280,002384563
15610.06.20202,502730,002886908
15711.06.20202,177771-0,00592409
15815.06.20202,859588-0,056196417
15916.06.20203,208657-0,039316884
16017.06.20203,300356-0,036069858
16118.06.20203,2046820,011937049
16219.06.20202,724220,00302217
16322.06.20202,851335-0,003440777
16423.06.20202,6359470,019426719
16525.06.20202,5803470,013046126
16626.06.20202,53327-0,005975306
16729.06.20202,291947-0,005691683
16830.06.20202,157826-0,002894569
16902.07.20202,5019680,004189221
17003.07.20202,255684-0,008349996
17106.07.20202,306504-0,010237348
17207.07.20202,1370490,014745047
17308.07.20202,3264270,018184815
17409.07.20202,0009050,016500326
17510.07.20202,18896-0,003205488
17613.07.20202,59380,001680305
17714.07.20202,31456-0,000456282
17815.07.20202,6072340,005691162
17916.07.20202,2103910,004055071
18017.07.20202,020896-0,01427366
18120.07.20202,711990,008368873
18221.07.20202,7405630,004986178
18322.07.20202,6726410,041194637
18423.07.20202,6758920,063396866
18524.07.20202,1899230,033946838
18627.07.20202,7126730,036965467
18728.07.20202,8854750,100804537
18829.07.20203,1374480,049527528
18930.07.20202,91510,06042686
19031.07.20202,8586520,0410352
19103.08.20202,459162-0,00357984
19204.08.20202,605508-0,008081752
19305.08.20202,725039-0,001490204
19406.08.20202,5597410,01354834
19507.08.20202,4407010,00419142
19610.08.20202,4507660,008179085
19711.08.20203,0089450,023401613
19812.08.20202,790568-0,014435486
19913.08.20202,690234-0,009961521
20014.08.20202,6550490,001823733
20117.08.20203,513170,008047002
20218.08.20203,1775740,012057938
20319.08.20202,829940,00337461
20420.08.20202,341993-0,01629761
20521.08.20201,906210,005101794
20624.08.20202,196193-0,004448571
20725.08.20202,011637-0,01170815
20826.08.20202,129781-0,001193857
20927.08.20202,179089-0,010508868
21028.08.20202,103052-0,009018751
21131.08.20201,647808-0,001896437
21201.09.20201,769671-0,00259029
21302.09.20201,6788620,026072226
21403.09.20201,3583390,008643969
21504.09.20200,989528-0,136343309
21607.09.20202,0288-0,098100804
21708.09.20202,148205-0,102109571
21809.09.20202,751717-0,103672945
21910.09.20202,120384-0,013591937
22011.09.20201,6719840,006460272
22114.09.20202,371742-0,006024786
22215.09.20203,2907770,052552608
22316.09.20203,2699430,016666808
22417.09.20203,1047830,03808708
22518.09.20202,6498760,035887729
22621.09.20202,377823-0,000382001
22722.09.20202,263311-0,042899483
22823.09.20202,362132-0,022212692
22924.09.20202,590964-0,043883529
23025.09.20202,033310,00678171
23128.09.20203,0564950,002841471
23229.09.20202,94850,006970138
23330.09.20202,755410,035414377
23401.10.20202,713932-0,005923404
23502.10.20202,120636-0,026153074
23605.10.20201,88239-0,009433466
23706.10.20202,1578160,015271908
23807.10.20202,097844-0,00439223
23908.10.20202,0676220,021532248
24009.10.20202,565750,030557585
24112.10.20202,4791620,015281654
24213.10.20202,1603470,03831126
24314.10.20202,2667660,011479533
24415.10.20202,0542230,020802037
24516.10.20201,935951-0,009448125
24619.10.20202,168659-0,00041909
24720.10.20202,0939920,008650998
24821.10.20202,0080150,025980269
24922.10.20202,6837850,078363405
25023.10.20203,0610490,059062285
25126.10.20203,2979370,030845719
25227.10.20202,885549-0,030577589
25328.10.20202,466279-0,00574761
25429.10.20202,359289-0,017001971
25530.10.20202,0974070,013181585
25602.11.20202,765680,012114307
25703.11.20202,3725281,38E-05
25805.11.20202,506739-0,003263301
25906.11.20202,0330570,061163223
26009.11.20201,5671860,037070134
26110.11.20202,1968050,026656858
26211.11.20201,6716020,011296107
26312.11.20201,572008-0,003905426
26413.11.20201,8792730,004523131
26516.11.20203,1732270,004331361
26617.11.20202,648317-0,004686093
26718.11.20202,5535980,009976571
26819.11.20202,5188220,01502225
26920.11.20202,243072-0,011763992
27023.11.20203,5666650,001724862
27124.11.20203,42279-0,008618228
27225.11.20203,3204190,007535777
27326.11.20202,8466430,010116879
27427.11.20202,390959-0,015909015
27530.11.20202,294348-0,002261336
27601.12.20202,4298870,013209312
27702.12.20202,5469810,002968714
27803.12.20202,2112460,008443796
27904.12.20202,5790120,006008619
28007.12.20202,9946260,000567552
28108.12.20202,5687240,005738813
28209.12.20202,798961-0,020392677
28310.12.20202,4111760,00567956
28411.12.20202,169295-0,010282669
28514.12.20202,5062330,008627927
28615.12.20202,205330,003370963
28716.12.20202,478939-0,00123018
28817.12.20202,1267480,003249401
28918.12.20201,8154560,010217593
29021.12.20202,095489-0,000406257
29122.12.20201,732075-0,012458699
29223.12.20201,9354370,00391007
29324.12.20201,925222-0,019320401
29425.12.20201,8987730,008767921
29528.12.20203,1150440,005042036
29629.12.20203,244373-0,002980043
29730.12.20202,9337590,003535887
29804.01.20213,2480230,003969517
29905.01.20213,5709680,000472589
30006.01.20213,1050460,002585867
30108.01.20213,359925-0,001119178
30211.01.20212,601331-0,008791679
30312.01.20212,714129-0,026104321
30413.01.20212,312367-0,036117348
30514.01.20211,988859-0,017117216
30615.01.20211,6550240,001061491
30718.01.20212,147802-0,012620869
30819.01.20212,848079-0,001467342
30920.01.20212,453427-0,01245171
31021.01.20212,058376-0,02510978
31122.01.20211,809589-0,142293894
31225.01.20211,9151780,008418783
31326.01.20212,199525-0,002177254
31427.01.20212,2707360,027688945
31528.01.20211,941645-0,023702591
31629.01.20211,7463270,024315315
31701.02.20212,1564180,015005983
31802.02.20211,6437780,001380428
31903.02.20211,8639240,031635979
32004.02.20212,235380,009876672
32105.02.20212,3509690,01230679
32208.02.20212,438760,008921549
32309.02.20212,3885630,042122341
32410.02.20212,3777980,022678183
32511.02.20212,3330530,020207195
32612.02.20212,5445840,010835042
32715.02.20213,394849-0,002080898
32816.02.20213,3149570,006371815
32917.02.20213,00070,004356067
33018.02.20212,613447-0,006668804
33119.02.20212,2573727,69E-05
33220.02.20212,129288-0,008033444
33322.02.20212,6186960,002696448
33424.02.20212,306673-0,046276909
33525.02.20212,715837-0,032262755
33626.02.20212,758875-0,102815691
33701.03.20213,022047-0,153719644
33802.03.20212,5224580,073250288
33903.03.20212,5553730,052505291
34004.03.20212,6125160,091974577
34105.03.20212,9052280,04356474
34209.03.20213,2028450,008154542
34310.03.20213,020465-0,042633015
34411.03.20212,95917-0,011485296
34512.03.20213,021162-0,020004769
34615.03.20212,799329-0,0007908
34716.03.20212,60731-0,004453486
34817.03.20212,285696-0,008989342
34918.03.20212,0005-0,00064015
35019.03.20211,760191-0,008385942
35122.03.20211,802722-0,007381076
35223.03.20211,798348-0,020693668
35324.03.20211,747539-0,022149978
35425.03.20211,511741-0,036676901
35526.03.20212,255847-0,060493667
35629.03.20213,0286480,0269899
35730.03.20213,1757880,022715454
35831.03.20213,5384340,03860361
35901.04.20213,1087140,029847169
36002.04.20213,5000130,012217115
36105.04.20212,608175-0,008038455
36206.04.20212,2674560,003286917
36307.04.20213,23603-0,005794115
36408.04.20213,469698-0,001207607
36509.04.20213,500559-0,010639966
36612.04.20213,8940910,002180185
36713.04.20213,2462660,004987881
36814.04.20213,2344580,006528002
36915.04.20213,0799110,022335772
37016.04.20213,3937910,014536016
37119.04.20214,733289-0,007645541
37220.04.20214,36707-0,010744219
37321.04.20214,088456-0,013049678
37422.04.20213,585597-0,038151898
37523.04.20213,457362-0,067927898
37626.04.20214,052399-0,168846905
37727.04.20213,867421-0,009911223
37828.04.20213,4999020,060487248
37929.04.20213,6798440,024551945
38030.04.20213,1717920,043972078
38104.05.20212,1736480,033128417
38205.05.20212,353777-0,048551504
38306.05.20212,9643650,033877783
38407.05.20213,4989460,001558671
38510.05.20214,0189230,022106694
38611.05.20213,72684-0,001337569
38712.05.20213,331980,006161719
38813.05.20212,508273-0,146372806
38914.05.20212,658197-0,168830683
39017.05.20212,262339-0,121797104
39118.05.20212,182145-0,194490135
39219.05.20211,828495-0,037245214
39320.05.20211,612678-0,158330307
39421.05.20211,843283-0,042178734
39524.05.20212,741022-0,128611827
39625.05.20213,1766040,096509034
39726.05.20213,4833130,128262436
39827.05.20213,318780,128698652
39928.05.20213,375690,046533285
40031.05.20213,973854-0,022696956
40101.06.20214,0041380,009727413
40202.06.20213,9808120,028646907
40303.06.20214,0766860,059882808
40404.06.20213,5430720,093611545
40507.06.20213,253457-0,079500619
40608.06.20213,214471-0,110338389
40709.06.20213,056482-0,089531839
40810.06.20212,672140,017325768
40911.06.20212,7367410,027400478
41014.06.20213,2833760,104641915
41115.06.20213,0231990,171511124
41216.06.20212,9665430,061797764
41317.06.20212,654576-0,011444944
41418.06.20212,692278-0,037258818
41521.06.20212,285674-0,067566977
41622.06.20212,464649-0,199205864
41723.06.20212,895086-0,10585837
41824.06.20212,38120,029051483
41925.06.20212,4250460,097763007
42028.06.20213,4788810,094195463
42129.06.20213,2910320,057924553
42230.06.20213,1622870,051202556
42301.07.20213,476290,024901896
42402.07.20212,989919-0,029894257
42505.07.20212,8932830,037394257
42606.07.20212,985516-0,069806193
42707.07.20213,127490,024925115
42808.07.20213,035581-0,041338333
42909.07.20213,758386-0,045257416
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87003.05.20232,5397770,017511555
87104.05.20232,2515980,007813836
87205.05.20231,878889-0,006233659
87308.05.20231,7622290,001129357
87410.05.20231,873447-0,037756977
87511.05.20231,990658-0,027749878
87612.05.20232,190173-0,036391185
87715.05.20232,7797070,000267898
87816.05.20232,8620050,019409296
87917.05.20232,985528-0,004828679
88018.05.20232,4870720,005849202
88119.05.20232,231889-0,009120735
88222.05.20232,644827-0,012428582
88323.05.20232,6915370,001279108
88424.05.20232,680631-0,000525172
88525.05.20232,8140420,009462967
88626.05.20233,086145-0,002635382
88729.05.20233,304370,012067796
88830.05.20233,1296030,004637184
88931.05.20232,4833210,002234464
89001.06.20231,9574720,010009426
89102.06.20231,604415-0,0004867
89205.06.20231,305940,007723709
89306.06.20231,646796-0,039313558
89407.06.20231,3920060,012184463
89508.06.20231,57251-0,002364226
89609.06.20232,068277-0,006597314
89713.06.20233,023467-0,026957195
89814.06.20232,913505-0,01202585
89915.06.20232,480957-0,038323087
90016.06.20232,5031140,004268409
90119.06.20233,0845470,005866947
90220.06.20232,8207670,014139263
90321.06.20232,5346710,071951169
90422.06.20232,2339940,075329771
90523.06.20231,6834080,057711275
90626.06.20232,666213-0,012650798
90727.06.20232,840074-0,006248053
90828.06.20232,906473-3,55E-05
90929.06.20232,728454-0,034806086
91030.06.20232,89569-0,016286174
91103.07.20233,0987860,012604346
91204.07.20233,0759390,014891116
91305.07.20233,2592550,009536891
91406.07.20233,198427-0,016030972
91507.07.20233,24105-0,021637246
91610.07.20233,872925-0,015245533
91711.07.20233,689196-0,00384078
91812.07.20233,6456550,035436993
91913.07.20233,499941-0,00130981
92014.07.20233,6103670,008235626
92117.07.20233,603624-0,017041562
92218.07.20233,808702-0,014671004
92319.07.20234,0361-0,030487246
92420.07.20233,585094-0,001142198
92521.07.20233,642328-0,024021197
92624.07.20233,9580730,005741114
92725.07.20233,859771-0,010942553
92826.07.20234,30927-0,013072728
92927.07.20234,335699-0,001747994
93028.07.20234,3002590,000557013
93131.07.20234,600281-0,005466077
93201.08.20234,5124210,00912545
93302.08.20234,304780,00740978
93403.08.20234,425967-0,000431378
93504.08.20234,0001620,009558341
93607.08.20233,569981-0,014508509
93708.08.20233,5828270,013566046
93809.08.20233,812277-0,007697566
93910.08.20233,736290,005871386
94011.08.20233,7815060,000764969
94114.08.20234,609229-0,01587575
94215.08.20234,1604560,00782791
94316.08.20233,81809-0,003035817
94417.08.20233,668405-0,009467593
94518.08.20233,53291-0,080581997
94621.08.20234,743917-0,048065119
94722.08.20234,679235-0,045817067
94823.08.20234,341596-0,034954545
94924.08.20234,2972020,025439416
95025.08.20234,059130,002967975
95128.08.20234,5062060,006931506
95229.08.20234,3995170,005639483
95330.08.20234,4269550,061369851
95431.08.20234,3628760,068911594
95501.09.20233,68799-0,014106221
95604.09.20232,819906-0,008656872
95705.09.20232,739431-0,02601926
95806.09.20232,747216-0,0147543
95907.09.20232,7046210,004605078
96008.09.20232,8873770,036949933
96111.09.20232,993452-0,007127566
96212.09.20232,997254-0,075145151
96313.09.20233,1047620,012482249
96414.09.20233,098250,02646603
96515.09.20233,2637880,030707
96618.09.20233,1761370,041185326
96719.09.20232,7911940,013731752
96820.09.20232,5501050,009945127
96921.09.20232,6389640,008069381
97022.09.20232,727965-0,012581269
97125.09.20233,6909670,007948953
97226.09.20233,897542-0,000888805
97327.09.20233,946-0,012140566
97428.09.20234,0653230,008356211
97529.09.20234,1664220,011274853
97602.10.20233,6854620,018700283
97703.10.20233,5965490,018274036
97804.10.20233,634060,006255235
97905.10.20233,319739-0,003397878
98006.10.20233,4706720,009413663
98109.10.20233,8240160,002249846
98210.10.20234,1304090,003412566
98311.10.20233,972374-0,011370453
98412.10.20233,54416-0,023380803
98513.10.20233,414646-0,023418987
98616.10.20233,546372-0,001002906
98717.10.20233,4711010,032013035
98818.10.20233,3988590,017985172
98919.10.20233,4645770,026603014
99020.10.20233,5815940,02175962
99123.10.20233,837643-0,00368062
99224.10.20233,7126210,06007717
99325.10.20233,6613790,069530026
99426.10.20233,3479060,048347826
99527.10.20233,2495440,02235973
99630.10.20233,769902-0,001537572
99731.10.20233,452586-0,015622892
99801.11.20233,482802-0,011816487
99902.11.20233,720660,014390986
100003.11.20233,677666-0,009165635
100106.11.20233,1236990,024452471
100207.11.20233,521793-0,002514431
100308.11.20233,57634-0,016372796
100409.11.20233,4233560,005805935
100510.11.20233,6781540,005089633
100613.11.20233,4542910,009654847
100714.11.20233,139586-0,000935872
100815.11.20232,975743-0,037866665
100916.11.20232,9725960,005403361
101017.11.20232,710849-0,022408456
101120.11.20233,3709840,00743433
101221.11.20233,6214980,024074064
101322.11.20233,624999-0,026429701
101423.11.20234,184650,001858935
101524.11.20234,257589-0,005519276
101627.11.20234,75691-0,014404317

Примечания к таблице

Метрика Описание
RUSENTЭксоненциально-взвешенный сентимент по ТОП-5 наиболее обсуждаемым акциям.
Crypto_SentИндекс страха и жадности alternative.me отслеживает настроения рынка вокруг биткоина. Большая часть криптовалютного рынка коррелирует с основными монетами, такими как Bitcoin и Ethereum, поэтому этот индекс часто является хорошим прокси для криптовалютного рынка в целом. Индекс alternative.me рассчитывается с помощью ряда факторов, каждый из которых вносит свой вклад в общий индекс.

Логарифмический сентимента по ТОП-5 наиболее обсуждаемым российским компаниям

Period
date
GAZP
LKOH
MTLR
SBER
VTBR
12019-10-01 0:00:000,5108261,4586152,079442-0,048790,693147
22019-10-02 0:00:001,4350851,09861200,3513980,847298
32019-10-03 0:00:000,7672550,6931470,40546500,405465
42019-10-04 0:00:000,313658-1,098610,6931470,5596160,575364
52019-10-05 0:00:000,28768201,0986120,9162911,098612
62019-10-06 0:00:00-0,33647-1,098610-0,693151,386294
72019-10-07 0:00:000,2876821,60943800,6931470,788457
82019-10-08 0:00:001,2527631,7917590,6931470,4353181,223775
92019-10-09 0:00:000,5260930,5108260,6931471,2321440,693147
102019-10-10 0:00:000,7985080,4054651,3862940,8873030,546544
112019-10-11 0:00:001,0986120,405465000,81093
122019-10-12 0:00:000,2623640,82667900,239230,635989
132019-10-13 0:00:00000,6931470,6931470,916291
142019-10-14 0:00:001,386294-0,046521,94591-0,25131-0,26236
152019-10-15 0:00:000,48550800,3022810,1127951,704748
162019-10-16 0:00:001,3217560,6159160,5436150,1841921,216395
172019-10-17 0:00:000,8754690,3222880,4248830,1389991,609438
182019-10-18 0:00:000,5340820,1451821,2039730,3364720,459532
192019-10-19 0:00:000,40546502,3025850,1758910,125163
202019-10-20 0:00:000,6931471,6094381,0986121,3862940,875469
212019-10-21 0:00:000,7672550,4795730,2623640,2776320,195745
222019-10-22 0:00:000,6505880,36772500,8043730,189242
232019-10-23 0:00:000,2411620,10536100,0408220,09531
242019-10-24 0:00:000,4560170,2498120,4054650,4473120,416894
252019-10-25 0:00:000,4855080,2270571,2527631,1657520,860201
262019-10-26 0:00:001,7047481,50407700,2231440,606136
272019-10-27 0:00:000-0,6931501,3862940,916291
282019-10-28 0:00:000,7308880,15082300,2047940
292019-10-29 0:00:000,2876820,182322-0,693150,9343090,510826
302019-10-30 0:00:000,1349750,476083-0,693150,2513140,71784
312019-10-31 0:00:000,3231290,39589600,2840260,351398
322019-11-01 0:00:00-0,693150,0953100,74444-0,28768
332019-11-02 0:00:001,5040771,38629400,4054650
342019-11-03 0:00:001,3862941,09861200,6931470
352019-11-04 0:00:000,916291-1,0986102,0794421,098612
362019-11-05 0:00:001,134981,34992700,9985291,609438
372019-11-06 0:00:000,1466030,61310400,3053820,405465
382019-11-07 0:00:000,4989910,3101552,3025850,441833-0,17185
392019-11-08 0:00:000,6592461,04982200,5753640,830348
402019-11-09 0:00:001,098612-0,405470,693147-0,693151,098612
412019-11-10 0:00:000,2876820,1053610,8842020,6931470,356675
422019-11-11 0:00:000,4054650,71912301,0498221,025281
432019-11-12 0:00:000,1892420,461346-0,693150,4284550,670158
442019-11-13 0:00:000,239231,0761390,6931470,3364720,671641
452019-11-14 0:00:000,2478360,9628110,6931470,938270,587787
462019-11-15 0:00:000,077292000,3036820,405465
472019-11-16 0:00:000,5877871,9459100,1335310,693147
482019-11-17 0:00:000,6286091,79175900,2513140
492019-11-18 0:00:000,8544150,8209811,3862940,6474770
502019-11-19 0:00:000,3302420,9162912,6390570,2744370,223144
512019-11-20 0:00:000,33244-0,025321,3862940,159631,011601
522019-11-21 0:00:000,2858820,405465-0,693150,5988371,466337
532019-11-22 0:00:000,2496550,671168-0,693150,0882930,955511
542019-11-23 0:00:001,1631511,09861200-0,69315
552019-11-24 0:00:001,2809340,69314701,0986120,916291
562019-11-25 0:00:00-0,064540,3746930-0,287680,693147
572019-11-26 0:00:00-0,603540,6690500,7239190,733969
582019-11-27 0:00:00-0,254230,34830700,4274441,446919
592019-11-28 0:00:000,7191230,63252300,5753641,060872
602019-11-29 0:00:00-0,374690,3772940,6931470,6359890,229574
612019-11-30 0:00:000,3483071,945910,6931470,287682-1,09861
622019-12-01 0:00:001,3862942,19722501,3862941,609438
632019-12-02 0:00:00-0,07696-0,6931500,105361-0,55962
642019-12-03 0:00:00-0,466090,0392210,6931470,535518-0,24512
652019-12-04 0:00:00-0,03390,96141101,3581231,203973
662019-12-05 0:00:000,2835751,7917590,6931470,6931470,847298
672019-12-06 0:00:000,1150690,7178400,7419370,154151
682019-12-07 0:00:00-0,510830,154151001,098612
692019-12-08 0:00:000,6931471,60943800,405465-1,09861
702019-12-09 0:00:000,1541510,94446200,5306280,693147
712019-12-10 0:00:000,1177830,351398-0,510830,3746932,197225
722019-12-11 0:00:000,3053820,9409830,693147-0,071460,291197
732019-12-12 0:00:000,2020270,94000700,0444520,606136
742019-12-13 0:00:00-0,032790,6657480,6592460,2047940,628609
752019-12-14 0:00:00-0,510830-0,9162901,299283
762019-12-15 0:00:000,1335311,386294-0,847301,386294
772019-12-16 0:00:000,4054650,8898570,1112260,5596161,287854
782019-12-17 0:00:00-0,057160,878551,5040770,3610130,485508
792019-12-18 0:00:001,2656660,5144550,7282390,6931471,243194
802019-12-19 0:00:000,171850,1996131,0726370,3184540,93827
812019-12-20 0:00:0000,3946541,4816050,4700040,860201
822019-12-21 0:00:000,2657031,6094381,897121,3862940,606136
832019-12-22 0:00:0000,619039-0,5596200
842019-12-23 0:00:000,4165150,6931470,3629050,050011,824549
852019-12-24 0:00:000,2445980,8754691,098612-0,034490,479573
862019-12-25 0:00:000,4924760,6931470,723919-0,085521,299283
872019-12-26 0:00:000,0416730,7339690,5725190,0889470,470004
882019-12-27 0:00:0000,4613460,650588-0,012420,538997
892019-12-28 0:00:000,2744371,945910,5596160,2984932,484907
902019-12-29 0:00:000,7472140,6931471,0986121,9810010,847298
912019-12-30 0:00:000,8312980,4924761,5404450,2828630,510826
922019-12-31 0:00:001,7917592,3025851,945911,0116010
932020-01-01 0:00:001,3217561,6094380,875469-0,133530,693147
942020-01-02 0:00:00-0,064540,916291-0,171850,2948-0,1431
952020-01-03 0:00:000,2190541,3862940,3566750,1984510,510826
962020-01-04 0:00:000,048790,6737290,7701080,0402740,572519
972020-01-05 0:00:001,0986121,098612-0,125160,0357180,916291
982020-01-06 0:00:000,0392210,6931471,02036-0,277630,167054
992020-01-07 0:00:000,2876820,4519851,0986120,418710,028988
1002020-01-08 0:00:001,2729660,7985081,0546490,2578290,510826
1012020-01-09 0:00:000,5996210,1576290,4462870,3522210,980829
1022020-01-10 0:00:000,2876820,4729060,9954280,5045560,675129
1032020-01-11 0:00:000,5725190,2876821,2527630,1451820,741937
1042020-01-12 0:00:000,7985080,330242-0,287680,2173010,405465
1052020-01-13 0:00:000,7419370,4054650,7922380,1769311,147402
1062020-01-14 0:00:000,7077460,0833820,280615-0,01070,510826
1072020-01-15 0:00:000,3883710,4754240,9162910,345270,611802
1082020-01-16 0:00:000,3839590,773190,3364720,2461330,887303
1092020-01-17 0:00:000,6400370,7146530,419550,3065250,940007
1102020-01-18 0:00:000,1251630,6931470,8064760,8602010,980829
1112020-01-19 0:00:000,9490810,5389970,9400070,7884570,470004
1122020-01-20 0:00:000,5753640,2776320,6814510,762140,606136
1132020-01-21 0:00:000,2151110,1541510,4898060,2207880,756569
1142020-01-22 0:00:000,1315760,3011050,436718-0,009480,544727
1152020-01-23 0:00:00-0,106430,2513140,6474770,0757940,333144
1162020-01-24 0:00:000,005935-0,080041,6094380,1136590,495321
1172020-01-25 0:00:000,7672550,91629100,1112260,405465
1182020-01-26 0:00:000,96508101,0986120,2623640,441833
1192020-01-27 0:00:000,193291-0,241161,386294-0,17366-0,15123
1202020-01-28 0:00:000,2537810,5520690,6367940,1978260,606136
1212020-01-29 0:00:000,211970,3566750,5108260,4492680,860201
1222020-01-30 0:00:000,1026540,2267730,593064-0,207640,578737
1232020-01-31 0:00:000,3629050,0666910,566853-0,149210,287682
1242020-02-01 0:00:000,8383290,3364720,8754691,2729661,466337
1252020-02-02 0:00:000,0741080,3101550,109199-0,150820,550046
1262020-02-03 0:00:000,1520160,0822380,4102840,2849760,661398
1272020-02-04 0:00:000,3991560,2585740,5904930,260930,498991
1282020-02-05 0:00:000,59470700,2047940,139762-0,09531
1292020-02-06 0:00:000,61401-0,100080,8938180,1962110,998529
1302020-02-07 0:00:000,1612680,7375990,6931470,2744370,658056
1312020-02-08 0:00:000,9555110,9555111,2527630,5596160,81093
1322020-02-09 0:00:00-0,032790,3877660,6931470,2006710,587787
1332020-02-10 0:00:000,2795850,4877030,8329090,4112960,613104
1342020-02-11 0:00:000,2190540,7654680,5520690,506650,708651
1352020-02-12 0:00:000,7672550,1988511,0296190,665291,072637
1362020-02-13 0:00:000,4681360,4198540,0259750,5625270,847298
1372020-02-14 0:00:000,1457120,4700040,7096760,4279380,931558
1382020-02-15 0:00:001,2237751,386294-0,133530,4274440,405465
1392020-02-16 0:00:002,110213-0,154150,5596161,3217560,154151
1402020-02-17 0:00:000,379490,762141,0498220,2706460,659246
1412020-02-18 0:00:000,35667500,5849340,1152350,470004
1422020-02-19 0:00:001,0663510,0571580,7817010,5108260,723919
1432020-02-20 0:00:000,610909-0,048790,8064760,195170,955511
1442020-02-21 0:00:000,5108260,3364720,4418330,2610140,321584
1452020-02-22 0:00:00-0,251311,0986120,9162910,3022810,405465
1462020-02-23 0:00:00-0,693150,9162910,4054650,4054651,386294
1472020-02-24 0:00:000,423814-0,126750,5596160,066939-0,28768
1482020-02-25 0:00:00-0,028710,0363680,4265190,245410,551648
1492020-02-26 0:00:000,13815-0,08168-0,032090,0848990,310939
1502020-02-27 0:00:00-0,01575-0,282230,361613-0,055430,313658
1512020-02-28 0:00:00-0,0532-0,103990,1159190,1049650,327907
1522020-02-29 0:00:00-0,110541,0116010,277632-0,20203-0,06899
1532020-03-01 0:00:000,2363890,4519850,81093-0,330240,251314
1542020-03-02 0:00:000,5041370,3772940,5065610,2118440,248896
1552020-03-03 0:00:000,3224680,3227730,2578290,0736880,103184
1562020-03-04 0:00:000,028171-0,016530,4307830,1362650,457833
1572020-03-05 0:00:000,5733460,2231440,4700040,2051610,200671
1582020-03-06 0:00:000,050150,4131871,152680,296948-0,06252
1592020-03-07 0:00:001,036092-0,162520,9903990,0294140,583146
1602020-03-08 0:00:000,7166780,1177830,656780,1782480,998529
1612020-03-09 0:00:000,120628-0,04082-1,098610,1957450,526093
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1632020-03-11 0:00:000,3379440,4610350,8362480,1512310,565314
1642020-03-12 0:00:000,0611540,06899300,39960,103541
1652020-03-13 0:00:000,1421740,0540670,1584060,1232750,12189
1662020-03-14 0:00:000,3920421,897120,2076390,062520,969401
1672020-03-15 0:00:000,3610131,0986120,818310,2461330,213574
1682020-03-16 0:00:00-0,087010,1471580,2445980,2060490,112478
1692020-03-17 0:00:00-0,252590,2125610,794930,2922840,258412
1702020-03-18 0:00:00-0,057820,1086340,292670,2484610,085655
1712020-03-19 0:00:00-0,06614-0,178590,4608150,1872120,291197
1722020-03-20 0:00:00-0,07257-0,472250,5552770,042560,682452
1732020-03-21 0:00:000,0822380,0606250,077962-0,01227-0,34831
1742020-03-22 0:00:000,6931470,1823220,1213610,3989080,423814
1752020-03-23 0:00:000,009479-0,322770,8284890,1194080,284387
1762020-03-24 0:00:000,640037-0,196710,28394400,679542
1772020-03-25 0:00:00-0,11531-0,173270,665368-0,018830,084557
1782020-03-26 0:00:000-0,063510,5559460,108540,300105
1792020-03-27 0:00:00-0,07522-0,562790,1929040,3364720,405465
1802020-03-28 0:00:001,32175600,4054650,5485660,117783
1812020-03-29 0:00:001,5686160,095310,6286090,6580560,080043
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1832020-03-31 0:00:000,188052-0,120140,4418330,3764780,444686
1842020-04-01 0:00:000,421213-0,310150,5306280,330854-0,04879
1852020-04-02 0:00:000,4942960,1295340,234401-0,160340,506818
1862020-04-03 0:00:000,4476980,0363680,3715640,3276870,594707
1872020-04-04 0:00:000,328504-0,415520,798508-0,273290,241162
1882020-04-05 0:00:000,5959830,4643060,8938180,0773870,405465
1892020-04-06 0:00:000,1823220,2231440,9395480,0689930,950976
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1932020-04-10 0:00:000,9044560,4353180,4054650,564530,693147
1942020-04-11 0:00:000,4855081,0116011,3862940,5389970,916291
1952020-04-12 0:00:000,4054650,5908681,0986120,3184540,559616
1962020-04-13 0:00:000,0339020,1232330,4855080,3824760,182322
1972020-04-14 0:00:000,924949-0,161840,491121-0,00766-0,26415
1982020-04-15 0:00:000,2911970,229310,3746930,3486960,074108
1992020-04-16 0:00:000,179048-0,421210,2623640,2185530,336472
2002020-04-17 0:00:000,510826-0,597841,1330980,3034661,049822
2012020-04-18 0:00:000,6931471,3862940,9162910,8708280,336472
2022020-04-19 0:00:001,2237751,704748-0,84730,810930
2032020-04-20 0:00:000,237672-0,017090,5039050,2607260,435318
2042020-04-21 0:00:000,462160,1941560,27029-0,163450,018868
2052020-04-22 0:00:00-0,08289-0,177460,7672550,3155170,292987
2062020-04-23 0:00:000,1568420,2876821,088760,0616440,630627
2072020-04-24 0:00:00-0,11123-0,149040,9433720,2787130,626456
2082020-04-25 0:00:001,0116010,3364721,152680,4700041,011601
2092020-04-26 0:00:0000,4519850,3184540,7654680,980829
2102020-04-27 0:00:000,1603430,379490,6220510,3088841,280934
2112020-04-28 0:00:000,669050,1752040,3144930,2416760,679542
2122020-04-29 0:00:000,3440960,3968810,6783320,4467470,867501
2132020-04-30 0:00:000,150282-0,241160,839101-0,039890,782759
2142020-05-01 0:00:000,5260930,8472981,3862940,095310,559616
2152020-05-02 0:00:000,3313570,1335310,6931470,3973021,07881
2162020-05-03 0:00:00-0,00957-0,438250,4795730,3787970,136576
2172020-05-04 0:00:000,502092-0,14661,6094380,2818510,693147
2182020-05-05 0:00:001,0176430,5947070,9932520,1864120,869038
2192020-05-06 0:00:000,5059360,1880520,4620350,2548920,765468
2202020-05-07 0:00:000,6325230,2719340,3566750,3746930,422857
2212020-05-08 0:00:000,3904270,046520,5436150,097980,91056
2222020-05-09 0:00:001,2527631,3862941,5040770,344841,011601
2232020-05-10 0:00:000,0833820,3136580,6931470,7591050,76214
2242020-05-11 0:00:000,8013611,1786550,8329090,0863280,422857
2252020-05-12 0:00:000,8472980,938270,6931470,365461,163151
2262020-05-13 0:00:000,241162-0,405470,6466270,2105650,462624
2272020-05-14 0:00:000,5318790,1335310,5555260,2600310,510826
2282020-05-15 0:00:000,6931470,2962660,6768870,4129561,157453
2292020-05-16 0:00:000,117783-0,510830,6443570,566395-0,69315
2302020-05-17 0:00:001,5040770,9162910,4054650,6787580,693147
2312020-05-18 0:00:000,6834851,0055220,810930,8026661,011601
2322020-05-19 0:00:000,5465440,7817010,5549970,1845220,735707
2332020-05-20 0:00:000,2668040,3170961,1956050,2876820,804373
2342020-05-21 0:00:000,3664630,234840,9734490,0137930,424883
2352020-05-22 0:00:000,489052-0,178251,2321440,4814510,390866
2362020-05-23 0:00:000,5596161,7917590,7537721,0116010,693147
2372020-05-24 0:00:001,0116012,1972250,59783700,451985
2382020-05-25 0:00:000,324240,2559330,5596160,1264840,205852
2392020-05-26 0:00:000,3246610,0273990,3586340,256430,293761
2402020-05-27 0:00:000,2951170,5340820,3639650,2039830,716678
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2422020-05-29 0:00:000,386773-0,177680,3639650,080580,067441
2432020-05-30 0:00:000,762140,810930,3566750,6931471,13498
2442020-05-31 0:00:000,4567581,2527632,0794421,2237751,098612
2452020-06-01 0:00:000,8517520,1335310,8483180,3914790,76214
2462020-06-02 0:00:000,6549260,4818380,8564720,2767531,011601
2472020-06-03 0:00:00-0,00570,4809730,236010,1627510,25922
2482020-06-04 0:00:000,2151110,5679841,2007420,4377260,488847
2492020-06-05 0:00:000,3184540,1388361,0152310,1823220,720546
2502020-06-06 0:00:000,6061360,5877871,3862940,9028680,559616
2512020-06-07 0:00:000,8873030,5596161,0647110,1915381,025853
2522020-06-08 0:00:001,0258530,7786690,7191230,6460,712565
2532020-06-09 0:00:000,6359890,4754241,1631510,416160,133531
2542020-06-10 0:00:000,5773150,5108260,3136580,3554550,413976
2552020-06-11 0:00:00-0,040270,0571580,5877870,365460,372675
2562020-06-12 0:00:000,619039-1,6094400,5212970,154151
2572020-06-13 0:00:001,0116012,1972251,7917590,4307832,197225
2582020-06-14 0:00:000,1431011,0986121,3350010,5596160,693147
2592020-06-15 0:00:000,4809730,5221891,4321040,0833820,496437
2602020-06-16 0:00:000,6118021,2927681,0520920,2657031,185624
2612020-06-17 0:00:000,3939041,3862940,7884570,2398260,497838
2622020-06-18 0:00:000,2670630,5108260,5679840,320047-0,09531
2632020-06-19 0:00:000,3502020,5705451,0068050,2480170,151231
2642020-06-20 0:00:000,22314401,2992830,4054650,051293
2652020-06-21 0:00:002,3025851,6094380,5500460,479573-0,28768
2662020-06-22 0:00:000,8247241,0761390,4818380,6177980,877718
2672020-06-23 0:00:000,773190,6711680,3566750,085360,751416
2682020-06-24 0:00:000,6931471,2527630,4700040,2942390,693147
2692020-06-25 0:00:000,6061360,31508100,1034360,851371
2702020-06-26 0:00:000,6296340,0512930,5389970,0875560,887303
2712020-06-27 0:00:000,8649970,3364720,28768200,864997
2722020-06-28 0:00:001,0414541,0986120,1335310,479573-0,22314
2732020-06-29 0:00:000,6931470,6190390,7472140,2969840,816761
2742020-06-30 0:00:000,5070450,4248830,7884570,2529970,594707
2752020-07-01 0:00:000,4418331,6094381,0851890,3254221,386294
2762020-07-02 0:00:000,854990,4289960,1823220,2244670,369747
2772020-07-03 0:00:000,076961-0,200670,5108260,4547361,098612
2782020-07-04 0:00:000,36546-0,327210,3033810,36992-0,03847
2792020-07-05 0:00:000,5045560,046520,9409830,3429450,646627
2802020-07-06 0:00:001,2163951,1394340,7801590,2379591,056053
2812020-07-07 0:00:000,3772940,6768870,4924760,6359890,74444
2822020-07-08 0:00:001,078810,2972520,8649970,1677930,594707
2832020-07-09 0:00:000,5819220,480748-0,405470,0909720,207639
2842020-07-10 0:00:000,2631910,3496741,152680,3110550,85349
2852020-07-11 0:00:001,2809341,4663370,5108260,3101552,639057
2862020-07-12 0:00:000,1431010,9985291,1451320,279960,200671
2872020-07-13 0:00:000,4404030,2302610,6931470,050190,485508
2882020-07-14 0:00:000,2540650,3227730,619039-0,036150,305382
2892020-07-15 0:00:000,4092460,6205761,2909840,0166210,315081
2902020-07-16 0:00:000,4931710,492476-0,057160,1740230,641854
2912020-07-17 0:00:000,601580,6325230,7472140,1688210,517943
2922020-07-18 0:00:000,6931471,2527631,945910,606136-0,13353
2932020-07-19 0:00:0001,0986121,0986120,4462871,098612
2942020-07-20 0:00:000,794930,3908660,4643060,0666911,093471
2952020-07-21 0:00:000,833920,8708280,81575-0,145180,488353
2962020-07-22 0:00:001,0986120,747214-0,133530,2666290,716137
2972020-07-23 0:00:001,0541610,8209810,2076390,2698240,485508
2982020-07-24 0:00:0000,3844120,7375990,0903840,097164
2992020-07-25 0:00:001,3217560,69314700,2006710,405465
3002020-07-26 0:00:001,2527631,945910,2876820,3409270,405465
3012020-07-27 0:00:000,370860,717840,2984930,0684030,733969
3022020-07-28 0:00:001,2407870,9873870,4795730,4613460,973449
3032020-07-29 0:00:001,85060,6418540,8979420,7852620,635989
3042020-07-30 0:00:000,4855080,3677250,8266790,2087550,307485
3052020-07-31 0:00:000,758530,8266790,5500460,0843410,85349
3062020-08-01 0:00:000,234840,7121950,4054650,3329391,228665
3072020-08-02 0:00:000,7884571,2039730,6359890,4054650,606136
3082020-08-03 0:00:000,5423240,784955-0,32850,2700270,463573
3092020-08-04 0:00:001,0136190,8938180,3331440,2767531,04835
3102020-08-05 0:00:000,9886110,7270490,5355180,2708750,693147
3112020-08-06 0:00:000,3471960,6061361,2470320,094410,627764
3122020-08-07 0:00:000,8938180,715620,1941560,4144340,235964
3132020-08-08 0:00:001,2527631,0986120,9808291,0459691,016934
3142020-08-09 0:00:000,165514000,1195450,247836
3152020-08-10 0:00:000,713350,6931471,5755360,5349230,234073
3162020-08-11 0:00:000,2006711,6094381,7917590,6480270,837397
3172020-08-12 0:00:000,7985080,6250940,6061360,0137930,554311
3182020-08-13 0:00:001,02290,246860,5596160,0068730,655407
3192020-08-14 0:00:000,7077460,810930,81093-0,008160,739667
3202020-08-15 0:00:00-0,336471,3862940,693147-0,575361,203973
3212020-08-16 0:00:001,2527631,945911,32175601,041454
3222020-08-17 0:00:000,614010,5753640,980829-0,405470,159065
3232020-08-18 0:00:000,3409270,4989910,619039-0,030150,367725
3242020-08-19 0:00:000,3930430,4054650,8507760,4924760,465363
3252020-08-20 0:00:00-0,215110,2822320,1292120,098160,67788
3262020-08-21 0:00:000,382992-0,14310,5996210,3018980,52501
3272020-08-22 0:00:000,45198501,992430,3266841,504077
3282020-08-23 0:00:00-0,606140,1541510,2876821,252763-0,11778
3292020-08-24 0:00:001,0033021,0459690,7339690,7149660,287682
3302020-08-25 0:00:000,5679840,8266790,5596160,234281-0,03175
3312020-08-26 0:00:000,6931470,9162910,3566750,4529320,504556
3322020-08-27 0:00:000,6580560,2984930,773190,2214330,76214
3332020-08-28 0:00:000,6773990,466090,8209810,4492680,233615
3342020-08-29 0:00:001,1451321,6094380,4054651,1786550,510826
3352020-08-30 0:00:00-0,37469-0,510830,9162910,526093-0,51083
3362020-08-31 0:00:000,3060310,223144-0,693150,4369280,087011
3372020-09-01 0:00:000,8237670,5813560,4992840,5596160,822359
3382020-09-02 0:00:000,5877870,182322-0,095310,39960,389465
3392020-09-03 0:00:000,14738400,1402290,1197080,26992
3402020-09-04 0:00:000,106610,0741080,6097660,1437880,112117
3412020-09-05 0:00:000-0,223140,6931470,2151111,704748
3422020-09-06 0:00:000,028171-0,111230,9075570,2531960,154151
3432020-09-07 0:00:000,2113090,2063361,0216510,3004210,672944
3442020-09-08 0:00:000-0,367720,4519850,3364720,200671
3452020-09-09 0:00:000,43780,1541511,0986120,2935471,665008
3462020-09-10 0:00:000,1524690,8209810,3677250,4245650
3472020-09-11 0:00:000,7166780,102654-0,336470,2282590,792238
3482020-09-12 0:00:000,344840,3272131,0628940,1335310,579818
3492020-09-13 0:00:000,9555110,6931470,6931470,9985290
3502020-09-14 0:00:000,4769240,8873031,3862940,3629050,971861
3512020-09-15 0:00:000,8513710,5543112,9444390,6018990,820981
3522020-09-16 0:00:000,8247240,4393670,8472980,2461330,792238
3532020-09-17 0:00:000,5108260,2542340,5108260,4638370,743578
3542020-09-18 0:00:000,2411620,232622-0,336470,5002441,335001
3552020-09-19 0:00:000,5389970,8754692,0794420,5520690,693147
3562020-09-20 0:00:001,09861201,386294-0,07411-0,22314
3572020-09-21 0:00:000,5857270,046520,4519850,2494610,370374
3582020-09-22 0:00:000,7932310,7915870,5306280,6209850,405465
3592020-09-23 0:00:000,4828520,715620,9409830,5930640,514899
3602020-09-24 0:00:000,4344530,4888471,0986120,5488050,219859
3612020-09-25 0:00:000,438255-0,040820,1880520,5849340,026668
3622020-09-26 0:00:001,4213860,810931,5040770,9985290,485508
3632020-09-27 0:00:000,7884571,2527630,9162910,9509760,223144
3642020-09-28 0:00:000,9622760,9903991,0116010,6931470,836248
3652020-09-29 0:00:000,7963310,1262941,0986120,3080610,619039
3662020-09-30 0:00:000,2876820,1201440,6931470,3690971,277661
3672020-10-01 0:00:000,3433930,1754490,8726560,3526020,483797
3682020-10-02 0:00:000,304860,1918910,2231440,4192580,105361
3692020-10-03 0:00:000,2351920,3566750,3720490,2123330,189757
3702020-10-04 0:00:000,1643030,656780,6799020,4345730,405465
3712020-10-05 0:00:000,9480390,6931470,2231440,4616351,252763
3722020-10-06 0:00:000,7419370,9162911,3268710,4418330,456758
3732020-10-07 0:00:000,4482520,2113090,8823890,398030,223144
3742020-10-08 0:00:000,4834270,4828520,4353180,5209010,215111
3752020-10-09 0:00:000,658780,8754691,6094380,1280520,570545
3762020-10-10 0:00:00-0,105360,2231441,0986120,5780780,693147
3772020-10-11 0:00:001,056053-0,125160,5108260,1962110,771109
3782020-10-12 0:00:000,7995280,3302420,9279870,0143890,8232
3792020-10-13 0:00:000,4789990,564530,3136580,4809730,16508
3802020-10-14 0:00:000,3170960,4364270,9985290,6931470,464306
3812020-10-15 0:00:000,7288650,5412670,4307830,2852520,502793
3822020-10-16 0:00:000,3178350,2411620,6931470,2475020,345502
3832020-10-17 0:00:000,6592461,09861200,9162910,405465
3842020-10-18 0:00:000,83034801,0986120,818310,300105
3852020-10-19 0:00:000,3488780,0903840,6931470,8002920,598837
3862020-10-20 0:00:000,5209780,3053820,8754690,2957140,337216
3872020-10-21 0:00:000,2758480,7357070,5108260,3767340,485508
3882020-10-22 0:00:000,9079220,7537722,0794420,4640810,561295
3892020-10-23 0:00:000,974050,8064761,3862940,662610,593064
3902020-10-24 0:00:002,3025851,90954300,6359890,635989
3912020-10-25 0:00:001,0986122,23359200,7691331,317301
3922020-10-26 0:00:000,4639610,10354100,1925930,530628
3932020-10-27 0:00:000,2831260,5403840,1466030,324050,133531
3942020-10-28 0:00:000,3204140,2599580,0741080,4653630,354821
3952020-10-29 0:00:000,270290,4418330,3920420,7579321,084013
3962020-10-30 0:00:000,903970,361790,3409270,3904270,741937
3972020-10-31 0:00:000,4895481,8718021,6094380,1072461,098612
3982020-11-01 0:00:001,1786551,29928300,9555110,597837
3992020-11-02 0:00:000,5335170,2995170,9555110,3962141,067841
4002020-11-03 0:00:000,1124780,1471580,2387510,2796960,242012
4012020-11-04 0:00:001,3862941,2809340,4855080,5318790,489548
4022020-11-05 0:00:000,7750640,4700040,1335310,2323320,532805
4032020-11-06 0:00:000,4895480,0689930,5533850,0666910,248461
4042020-11-07 0:00:000,4595320,1823220,2876820,040822-1,25276
4052020-11-08 0:00:000,459532-0,044450,9162910,1365761,021651
4062020-11-09 0:00:000,5559460,19671-1,098610,1774550,8141
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13652023-06-26 0:00:000,0540670,4054650,6131040,0384660,031749
13662023-06-27 0:00:000,1892421,1685711,945910,2025240,902868
13672023-06-28 0:00:000,4855081,057791,2729660,571451,015231
13682023-06-29 0:00:000,8632981,7160480,3715640,6534820,194156
13692023-06-30 0:00:000,7215850,9808290,3746930,6776430,916291
13702023-07-01 0:00:001,1786551,1486230,2876820,9162910,405465
13712023-07-02 0:00:000,7375990,4700040,3227730,5500460,361013
13722023-07-03 0:00:000,7680481,0768721,2622420,6407791,348073
13732023-07-04 0:00:000,8424431,0376521,0986120,3184540,478737
13742023-07-05 0:00:000,9543631,4488150,527020,6418541,128465
13752023-07-06 0:00:000,6560081,0498220,2291860,8774510,807923
13762023-07-07 0:00:000,6024931,4060970,5245240,7847140,624154
13772023-07-08 0:00:000,8162071,2130231,945910,6599950,080043
13782023-07-09 0:00:001,4294671,3862940,9985291,5040770,847298
13792023-07-10 0:00:001,2136821,1597670,5520690,8788641,338285
13802023-07-11 0:00:000,9555111,053150,062520,7179760,983377
13812023-07-12 0:00:000,5985310,7936880,0769610,8234121,63519
13822023-07-13 0:00:000,4054651,1407240,6931470,4333220,963438
13832023-07-14 0:00:000,9429591,6937790,6931470,6995370,474458
13842023-07-15 0:00:001,1260110,8823891,3862941,1856240,693147
13852023-07-16 0:00:001,0586071,0033021,2527631,219240,470004
13862023-07-17 0:00:000,7817011,1811330,7352590,7884571,137079
13872023-07-18 0:00:000,8187731,7292390,6664791,0421980,660357
13882023-07-19 0:00:000,687871,6376091,0986121,1146130,709148
13892023-07-20 0:00:000,5819220,773190,5663950,4648890,517582
13902023-07-21 0:00:001,0414541,2750690,7221350,9640221,004583
13912023-07-22 0:00:001,0986120,9162910,3677251,2636921,386294
13922023-07-23 0:00:001,5755361,2237750,8472980,7827590,875469
13932023-07-24 0:00:000,639081,9715530,8690380,865760,93827
13942023-07-25 0:00:000,8873030,8070910,6466270,7906461,558145
13952023-07-26 0:00:000,9231641,8325810,7375990,8094071,648659
13962023-07-27 0:00:000,6847791,3499270,8064760,9007871,45479
13972023-07-28 0:00:000,9162911,4880770,3364720,9619011,068535
13982023-07-29 0:00:001,0986121,2396910,4054651,4816051,704748
13992023-07-30 0:00:000,9808291,2878541,7047481,4663371,386294
14002023-07-31 0:00:001,2321441,3265060,3022810,8440081,440362
14012023-08-01 0:00:001,2786641,4796260,0714590,7388351,278874
14022023-08-02 0:00:000,9138781,0876230,4101490,6474771,18085
14032023-08-03 0:00:001,0296191,6863990,5787371,1191051,247032
14042023-08-04 0:00:000,6353880,8407830,2954640,5834481,059772
14052023-08-05 0:00:001,3470741,4213861,0986120,6131040,993252
14062023-08-06 0:00:000,7563261,3862940,5306281,1267830,653926
14072023-08-07 0:00:000,771790,746070,9808290,7027170,868089
14082023-08-08 0:00:000,7457911,116471,0473190,6294741,051545
14092023-08-09 0:00:001,2459371,4299690,7221351,2078121,446919
14102023-08-10 0:00:000,7490281,1676050,5538851,0903480,452557
14112023-08-11 0:00:000,9522561,2321441,0840130,9517211,058261
14122023-08-12 0:00:002,0476931,3581232,4849071,8562981,754019
14132023-08-13 0:00:001,2704632,3272781,1786551,1169610,613104
14142023-08-14 0:00:000,6746281,1688170,5162160,6632940,993252
14152023-08-15 0:00:000,7895391,037525-0,058840,6521731,098612
14162023-08-16 0:00:000,810930,8368540,5108260,4336360,593775
14172023-08-17 0:00:000,7969441,3291360,1335310,9287130,485508
14182023-08-18 0:00:001,2606680,6455191,1786550,9084171,704748
14192023-08-19 0:00:001,3633051,8325811,2527631,6677070
14202023-08-20 0:00:001,1192322,1102131,945911,2704630,336472
14212023-08-21 0:00:001,8647851,3029131,3862941,036092-0,69315
14222023-08-22 0:00:001,3447450,8426790,9162911,1042460,470004
14232023-08-23 0:00:000,715370,9752331,1786550,2246690,693147
14242023-08-24 0:00:000,9555111,3037080,7259370,523248-0,33647
14252023-08-25 0:00:000,8135111,6582280,8266790,6572150,451985
14262023-08-26 0:00:000,8803591,9252910,4307831,8082890,510826
14272023-08-27 0:00:001,3633051,8827311,2237751,4423841,386294
14282023-08-28 0:00:001,233091,8191580,8007780,6418541,276293
14292023-08-29 0:00:000,7357071,0986120,7905211,1184151,098612
14302023-08-30 0:00:000,9024021,3594211,1173040,792521,064711
14312023-08-31 0:00:000,7874580,7529660,9444621,442991,428259
14322023-09-01 0:00:000,7855210,3566750,639080,3011050,427444
14332023-09-02 0:00:000,570545-0,348310,0741080,434038-0,26236
14342023-09-03 0:00:000,50209200,7672551,020360,646627
14352023-09-04 0:00:000,5705450,5108261,3291360,5679841,704748
14362023-09-05 0:00:000,6931471,2527631,2685110,5108260,287682
14372023-09-06 0:00:000,7672551,7047480,8397510,5260930,111226
14382023-09-07 0:00:000,5260930,6931470,7777050,5332980,223144
14392023-09-08 0:00:000,6418540,7884570,7985080,6466270,523248
14402023-09-09 0:00:0001,5040771,299283-0,693150,81093
14412023-09-10 0:00:000,60077401,8718020,0741080,875469
14422023-09-11 0:00:000,7166780,6286090,5543110,0606250,77179
14432023-09-12 0:00:000,3513980,5108260,8329090,5671061,494775
14442023-09-13 0:00:000,836248-0,693150,5679840,2125611,386294
14452023-09-14 0:00:000,1823220,3483070,8873030,0339020,829279
14462023-09-15 0:00:000,9162910,6466271,1314021,0726371,435085
14472023-09-16 0:00:000,1053611,5040771,50407700,538997
14482023-09-17 0:00:000,84729800,693147-0,693151,466337
14492023-09-18 0:00:000,194156-0,356670,6359890,062520,936093
14502023-09-19 0:00:000,6711680,4946960,7672550,5831460,600774
14512023-09-20 0:00:000,9490810,9162910,4744580,0976380,244197
14522023-09-21 0:00:000,3715640,6814511,3499270,6505880,952009
14532023-09-22 0:00:000,4519851,0414540,8754690,4946961,16017
14542023-09-23 0:00:000,8472981,2321441,0986120,8622241,504077
14552023-09-24 0:00:000,9985291,2039730,8472980,6061361,098612
14562023-09-25 0:00:001,1676051,4098251,1962510,849990,659246
14572023-09-26 0:00:000,4248831,1404591,6422280,7479550,847298
14582023-09-27 0:00:000,7132151,2481441,0678410,9343091,004583
14592023-09-28 0:00:000,8284291,4144650,9903990,7210561,293401
14602023-09-29 0:00:000,7014461,5187841,0986121,0701741,267433
14612023-09-30 0:00:000,3011050,7375990,7884570,8556661,609438
14622023-10-01 0:00:000,6480270,9509760,656780,734820,900787
14632023-10-02 0:00:000,7286541,1480921,0986120,9311790,587787
14642023-10-03 0:00:000,6211741,1811330,7487170,9922770,75853
14652023-10-04 0:00:000,6714861,0159211,5488130,6314541,05315
14662023-10-05 0:00:000,3439070,5764230,5596160,621261,192138
14672023-10-06 0:00:000,8345591,840550,3483070,8732730,926762
14682023-10-07 0:00:001,020361,0986121,2992830,7985080,587787
14692023-10-08 0:00:000,7419371,2367631,0296190,6190391,526056
14702023-10-09 0:00:001,0986121,6184880,6931470,7613550,796331
14712023-10-10 0:00:000,9117351,4198170,6720941,068841,969441
14722023-10-11 0:00:000,7612450,5184880,3728891,0642111,244324
14732023-10-12 0:00:000,4818380,457425-0,429560,9100210,836248
14742023-10-13 0:00:001,0383530,4370590,045810,8586620,777705
14752023-10-14 0:00:001,0986121,1557711,4350850,9694011,098612
14762023-10-15 0:00:001,0986121,0245041,2527631,6486591,029619
14772023-10-16 0:00:000,9409830,7875570,3867730,8855191,082612
14782023-10-17 0:00:000,8280660,5265430,6190390,7131481,280934
14792023-10-18 0:00:000,5477060,6675410,2876820,8838870,994623
14802023-10-19 0:00:000,7824920,8407830,2369520,9444621,223775
14812023-10-20 0:00:000,7181480,7057260,055880,9738611,634131
14822023-10-21 0:00:000,8842021,2237751,8458271,2321440,628609
14832023-10-22 0:00:001,3862941,6422281,7346011,4733060,510826
14842023-10-23 0:00:000,9970020,954270,2682641,1298650,847298
14852023-10-24 0:00:000,9339560,3735140,495170,9195641,137833
14862023-10-25 0:00:001,2039730,871222-0,039221,0159210,842679
14872023-10-26 0:00:000,6268980,509616-0,092860,5962051,036092
14882023-10-27 0:00:000,9918440,535367-0,177210,4080861,064711
14892023-10-28 0:00:001,079921,7429690,2803020,7503061,189584
14902023-10-29 0:00:001,2039731,533931,0296191,2396911,011601
14912023-10-30 0:00:001,079920,925769-0,173270,7683711,070441
14922023-10-31 0:00:000,7166780,771265-0,223140,8259070,223144
14932023-11-01 0:00:000,8723490,6861790,1823220,7550231,327798
14942023-11-02 0:00:000,8682411,12601101,3336511,142097
14952023-11-03 0:00:001,073920,992129-0,008971,1274330,693147
14962023-11-04 0:00:000,5596160,0870110,7537720,2682640,385662
14972023-11-05 0:00:000,4760831,4586150,1010960,3804640,606136
14982023-11-06 0:00:001,3217560,8732730,1633251,0732941,029619
14992023-11-07 0:00:000,5398131,522427-0,142321,0029051,637609
15002023-11-08 0:00:000,7724430,88583200,9265821,435085
15012023-11-09 0:00:000,8766250,523248-0,082240,6367060,973449
15022023-11-10 0:00:000,6366350,373860,070250,8392011,491655
15032023-11-11 0:00:001,0445451,0986120,6539261,174120,606136
15042023-11-12 0:00:001,0678410,9650810,3566751,0560530,182322
15052023-11-13 0:00:001,0826121,269761-0,160090,9019021,036092
15062023-11-14 0:00:000,5488050,786479-0,13580,7060510,143101
15072023-11-15 0:00:000,5663950,8777180,2039830,7433370,057158
15082023-11-16 0:00:000,5559460,61026-0,015191,0655510,750306
15092023-11-17 0:00:000,5247290,2837680,1082970,8858320,606136
15102023-11-18 0:00:000,9028680,762140,9315580,6931471,386294
15112023-11-19 0:00:000,8754692,1594840,5877871,3545461,252763
15122023-11-20 0:00:001,3022111,0986120,0184340,7568630,325422
15132023-11-21 0:00:000,6931471,306252-0,06221,3682760,615186
15142023-11-22 0:00:000,9262410,9044560,0123970,9775340,788457
15152023-11-23 0:00:001,1375282,0329220,1588241,2321440,76214
15162023-11-24 0:00:000,9509761,2862110,1569050,810931,321756
15172023-11-25 0:00:001,2878541,74920,9808290,7691331,203973
15182023-11-26 0:00:001,1451321,887070,0714591,7917591,89712
15192023-11-27 0:00:000,6572151,6885750,0586250,5108261,127186
15202023-11-28 0:00:000,7236511,3350010,0697960,5843880,417735
15212023-11-29 0:00:001,0546490,866811-0,037140,4556390,498991
]]> Демонстрационная версия ИИ системы в предсказании тренда движения цен акций https://senti-way.ru/price-movement/ Mon, 24 Jun 2024 11:35:55 +0000 https://senti-way.ru/?p=311
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1. В чем заключается смысл данной ИИ системы?

Демонстрируемые результаты представляют собой вероятность от 0 до 1, что цена акции эмитента будет иметь положительный прирост на временном горизонте от 1 до 5 дней вперед. Каждая модель определяет вероятность прироста цены акции на отдельном временном горизонте. Это позволяет оценить вероятность продолжения краткосрочного тренда до 5-ти торговых дней. Например, если в каждом из пяти случаев значения составляют от 0.60 до 0.65, то можно предполагать, что в течение пяти дней ожидается положительный рост цены актива.

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2. Как считаем движение цен акций?

Методика счета вероятности роста актива заключается в определении доходности актива между ценой акции на момент открытия биржи в текущий день и цены актива на момент закрытия биржи уже в будущий торговый день (от 1 до 5 дней).

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3. Для кого эта система будет полезной?

Результаты прогноза отражают предиктивную способность моделей ИИ и наличие локальных неэффективностей российского фондового рынка. Этот тезсис полезен как для исследователей, так и для частных инвесторов. Частные инвесторы могут извлечь дополнительную информацию о состоянии цен и ожиданий других учатсников рынка по отдельным активам. В рамках ДЕМО-версии мы публикуем прогнозы только по 5-ти наиболее популярным акциям компаний на рынке РФ (SBER, GAZP, LKOH, ROSN, VTBR).

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4. Результаты точности на тестовых данных (период с 01.01.2024 по 13.06.2024 гг.) каждой модели представлены по ссылке: Результаты тестирования

Предсказанная вероятность движения цен на акции ПАО “Сбербанк России” (SBER)

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Предсказанная вероятность движения цен на акции ПАО “Газпром” (GAZP)

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Предсказанная вероятность движения цен на акции ПАО “Лукойл” (LKOH)

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Предсказанная вероятность движения цен на акции ПАО «Нефтяная компания „Роснефть“» (ROSN)

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Предсказанная вероятность движения цен на акции ПАО “Банк ВТБ” (VTBR)

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Средневзвешенная вероятность будущего роста цен на акции компаний (разница между Open Price от даты прогноза (Date From) и Close Price на прогнозируемую дату (Date To))

Period Number
Date From
Date To
SBER
GAZP
LKOH
ROSN
VTBR
119.06.202426.06.20240,12940,11430,31990,11290,1326
220.06.202427.06.20240,90540,80090,94390,94420,9341
321.06.202428.06.20240,64340,19700,36750,22950,1688
424.06.202401.07.20240,92860,10920,48750,39200,7907
525.06.202402.07.20240,74630,77810,90730,91250,9017
626.06.202403.07.20240,89800,90890,72930,66510,8456
727.06.202404.07.20240,66990,24790,27640,35860,1869
828.06.202405.07.20240,54820,74830,55630,88690,4796
901.07.202408.07.20240,70320,94120,92920,90490,7029
1002.07.202409.07.20240,78770,79840,45250,32270,3273
1103.07.202410.07.20240,50480,36410,12510,62120,2880
1204.07.202411.07.20240,04890,11730,15090,04980,8189
1305.07.202412.07.20240,62010,92590,88070,35740,2649
1408.07.202415.07.20240,26620,47960,13160,33490,6811
1509.07.202416.07.20240,15160,09880,28570,0505-
1610.07.202417.07.20240,20000,05600,07780,6279-
1711.07.202418.07.20240,24250,89090,93270,9102-
1812.07.202419.07.20240,18820,11210,21500,5986-
1915.07.202422.07.20240,11410,42540,17660,06120,8995
2016.07.202423.07.20240,50270,93960,65830,82240,1097
2117.07.202424.07.20240,14010,52220,30880,30480,5828
2218.07.202425.07.20240,87870,93290,68370,65670,9106
2319.07.202426.07.20240,49240,51810,44090,71410,5239
2422.07.202429.07.20240,93520,63160,93420,79940,7512
2523.07.202430.07.20240,59610,80120,44670,60310,6460
2624.07.202431.07.20240,88910,81750,42080,62900,4508
2725.07.202401.08.20240,73160,33010,23440,78620,4071
2826.07.202402.08.20240,14320,51650,65110,15810,1355
2929.07.202405.08.20240,24390,17390,23450,25300,1355
3030.07.202406.08.20240,83120,75800,84990,90440,9374
3131.07.202407.08.20240,55880,60210,22810,52580,4603
3201.08.202408.08.20240,17160,34710,19620,09770,7380
3302.08.202409.08.20240,30880,39700,56280,44650,5925
3405.08.202412.08.20240,24510,12080,32330,13590,1828
3506.08.202413.08.20240,74470,57270,64310,62400,7937
3607.08.202414.08.20240,82610,71770,82320,90880,9022
3708.08.202415.08.20240,34570,11890,08450,27460,1786
3809.08.202416.08.20240,48660,73170,48930,58450,5723
3912.08.202419.08.20240,31770,43750,87910,21390,8345
4013.08.202420.08.20240,78880,61420,52490,53590,8878
4114.08.202421.08.20240,10530,26080,07590,05160,3045
4215.08.202422.08.20240,34630,10550,64120,36140,5311
4316.08.202423.08.20240,30350,33400,76610,79170,1683
4419.08.202426.08.20240,17630,53420,36120,41150,7070
4520.08.202427.08.20240,37230,28370,58380,52410,7907
4621.08.202428.08.20240,77120,28090,91090,75760,8476
4722.08.202429.08.20240,06160,31590,83280,64050,0483
4823.08.202430.08.20240,65820,51000,59840,82720,3700
4926.08.202402.09.20240,89480,91280,91280,89910,9051
5027.08.202403.09.20240,07240,24570,09600,06230,0478
5128.08.202404.09.20240,73990,61420,18720,59870,5811
5229.08.202405.09.20240,21040,91110,34910,90530,1747
5330.08.202406.09.20240,07340,07670,08800,05990,0813
5402.09.202409.09.20240,10010,54780,37960,09210,2969
5503.09.202410.09.20240,62420,11010,90270,86870,4649
5604.09.202411.09.20240,92850,83940,91970,84740,8639
5705.09.202412.09.20240,68860,58790,60060,63910,2160
5806.09.202413.09.20240,87150,35860,91810,80600,5558
5909.09.202416.09.20240,92490,91670,92400,92650,9292
6010.09.202417.09.20240,34090,21010,22450,14120,1424
6111.09.202418.09.20240,27520,20430,48710,34620,2084
6212.09.202419.09.20240,18110,22280,75680,92210,4003
6313.09.202420.09.20240,85570,68450,90940,80660,8602
6416.09.202423.09.20240,86460,83670,71520,89530,7733
6517.09.202424.09.20240,68360,86060,64170,59250,9119
6618.09.202425.09.20240,28500,37400,30320,18080,1367
6719.09.202426.09.20240,73730,47220,85590,58780,8109
6820.09.202427.09.20240,90330,42190,81780,91910,8941
6923.09.202430.09.20240,71510,92760,71530,51080,9158
7024.09.202401.10.20240,57320,84050,59940,20750,6158
7125.09.202402.10.20240,10100,22190,13430,12440,1525
7226.09.202403.10.20240,50200,73740,54810,59940,5641
7327.09.202404.10.20240,53910,87700,55490,27820,2933
7430.09.202407.10.20240,63250,26570,14880,33140,1488
7501.10.202408.10.20240,16930,27270,90100,68510,2973
7602.10.202409.10.20240,08760,12400,06770,08520,3114
7703.10.202410.10.20240,85820,78880,88570,36510,8779
7804.10.202411.10.20240,49360,35560,54970,77550,2541
7907.10.202414.10.20240,39290,68150,60680,83580,2991
8008.10.202415.10.20240,45920,86600,10810,24440,2050
8109.10.202416.10.20240,12750,30840,15420,07250,9209
8210.10.202417.10.20240,16350,38980,26220,43760,1081
8311.10.202418.10.20240,07230,09390,25580,08520,2707
8414.10.202421.10.20240,90100,55670,91430,74060,8759
8515.10.202422.10.20240,57770,89730,84100,67960,6606
8616.10.202423.10.20240,10760,72070,50890,29180,1005
8717.10.202424.10.20240,14710,35590,14260,06220,1770
8818.10.202425.10.20240,74160,64470,76770,60820,7874
8921.10.202428.10.20240,82130,75990,75700,06300,7938
9022.10.202429.10.20240,10150,54440,11370,25160,6914
9123.10.202430.10.20240,23720,09780,27760,27750,5538
9224.10.202431.10.20240,72130,54070,88490,55880,8487
9325.10.202401.11.20240,06710,36080,04640,05930,0475
9428.10.202404.11.20240,44450,07950,54590,22160,2066
9529.10.202405.11.20240,56760,64350,88680,85560,4097
9630.10.202406.11.20240,19250,09830,25650,21720,1588
9731.10.202407.11.20240,25850,62260,53900,13630,3942
9801.11.202408.11.20240,49520,91030,91230,91880,8949
9902.11.202411.11.20240,90740,91480,48820,91140,7885
10005.11.202412.11.20240,77450,44530,61600,57070,7915
10106.11.202413.11.20240,92340,92050,81310,91610,9114
10207.11.202414.11.20240,91340,90950,90150,90220,9156
10308.11.202415.11.20240,75310,54910,51830,63060,8114
10411.11.202418.11.20240,73180,84490,09990,64650,8787
10512.11.202419.11.20240,14460,11300,37910,17940,1961
10613.11.202420.11.20240,44070,21890,14260,49900,1500
10714.11.202421.11.20240,11260,40800,48800,13510,3157
10815.11.202422.11.20240,87430,92160,92590,92260,9230
10918.11.202425.11.20240,27120,19330,46950,33360,1925
11019.11.202426.11.20240,13070,28490,09720,24090,2328
11120.11.202427.11.20240,25980,18930,30170,25730,2855
11221.11.202428.11.20240,80230,72390,91130,81430,7188
11322.11.202429.11.20240,09860,06850,51440,50460,0632
11425.11.202402.12.20240,15540,57190,20630,12680,1158
11526.11.202403.12.20240,49530,26270,45240,32120,5102
11627.11.202404.12.20240,72850,90140,64890,92360,8236
11728.11.202405.12.20240,49670,53810,22050,49240,1773
11829.11.202406.12.20240,85690,72880,15330,61790,5535
11902.12.202409.12.20240,51010,64980,17520,78360,3410
12003.12.202410.12.20240,12020,16900,36070,60480,0706
12104.12.202411.12.20240,12950,06330,47140,05450,4736
12205.12.202412.12.20240,92480,68360,92370,88270,8228
12306.12.202413.12.20240,70050,09190,55250,50810,7512
12409.12.202416.12.20240,64150,85690,92850,67970,8483
12510.12.202417.12.20240,10240,16970,15690,15180,2114
12611.12.202418.12.20240,78660,73210,56370,78560,8977
12712.12.202419.12.20240,09000,08770,07920,27180,1944

Средневзвешенная вероятность будущего роста цен на акции компаний между Open Price от 12.12.2024 г. и Close Price от 19.12.2024 г.

Примечание: Представленные значения отражают среднюю вероятность роста цены акций (от 0 до 100%) на ближайшие 5 торговых дней после прогнозного дня (т.е. даты, от которой был получен прогноз). Расчет прогноза производится между ценами на момент открытия биржи от даты формирования прогноза и ценой на момент закрытия биржи на 5-ый день после формирования прогноза.

Средневзвешенная вероятность будущего роста цен на акции компаний между Open Price от 06.12.2024 г. и Close Price от 13.12.2024 г.

Примечание: Представленные значения отражают среднюю вероятность роста цены акций (от 0 до 100%) на ближайшие 5 торговых дней после прогнозного дня (т.е. даты, от которой был получен прогноз). Расчет прогноза производится между ценами на момент открытия биржи от даты формирования прогноза и ценой на момент закрытия биржи на 5-ый день после формирования прогноза.

Фактическое изменение цен акций и количество предсказанных случаев роста цен

Period Number
Date From
Date To
SBER
GAZP
LKOH
ROSN
VTBR
Predicted Cases (UP)
Errors (UP)
Total UP Predictions
Total UP Errors
119.06.202426.06.20240,0318-0,00870,03210,01310,08600/40/500
220.06.202427.06.20240,05160,01170,04840,04160,09675/50/550
321.06.202428.06.20240,0378-0,00050,01210,01620,07440/40/550
424.06.202401.07.20240,03860,05070,03560,04590,09161/50/560
525.06.202402.07.20240,03370,10160,03230,04560,06844/50/5100
626.06.202403.07.20240,02500,08290,00010,0259-0,00763/51/5131
727.06.202404.07.2024-0,00040,0428-0,0237-0,0012-0,05760/10/5131
828.06.202405.07.2024-0,00880,0857-0,0035-0,0078-0,04721/11/5142
901.07.202408.07.2024-0,01100,0964-0,0145-0,0111-0,06013/12/5174
1002.07.202409.07.2024-0,02270,0216-0,0567-0,0953-0,05050/10/5174
1103.07.202410.07.2024-0,0369-0,0690-0,0901-0,1344-0,03540/00/5174
1204.07.202411.07.2024-0,1043-0,0263-0,0356-0,0864-0,00490/00/5174
1305.07.202412.07.2024-0,1055-0,0195-0,0288-0,0620-0,01572/02/5196
1408.07.202415.07.2024-0,1359-0,0666-0,0574-0,0900-0,08800/00/5196
1509.07.202416.07.2024-0,1283-0,0258-0,0313-0,0363-0/00/4196
1610.07.202417.07.2024-0,11380,0039-0,0183-0,0272-0/10/4196
1711.07.202418.07.2024-0,00040,09880,03550,0279-3/30/4226
1812.07.202419.07.2024-0,02080,0711-0,0121-0,0088-0/10/4226
1915.07.202422.07.20240,00580,09240,01210,0054-0,00251/41/5237
2016.07.202423.07.20240,03420,11690,02220,04940,08082/50/5257
2117.07.202424.07.20240,03390,08790,00850,02900,04400/50/5257
2218.07.202425.07.20240,04020,08200,01300,04020,05823/50/5287
2319.07.202426.07.20240,00900,0370-0,00590,00780,00870/40/5287
2422.07.202429.07.2024-0,0153-0,0074-0,0344-0,0472-0,03762/02/5309
2523.07.202430.07.2024-0,01870,0057-0,0294-0,0382-0,00411/10/5319
2624.07.202431.07.2024-0,0174-0,0057-0,0294-0,0306-0,03352/02/53311
2725.07.202401.08.2024-0,0291-0,0350-0,0371-0,0498-0,01590/00/53311
2826.07.202402.08.2024-0,0356-0,0274-0,0465-0,0534-0,01330/50/53311
2929.07.202405.08.2024-0,0616-0,0553-0,0712-0,0514-0,01250/50/53311
3030.07.202406.08.2024-0,0251-0,0162-0,0425-0,00970,03434/13/53714
3131.07.202407.08.2024-0,0289-0,0189-0,0473-0,0167-0,00860/00/53714
3201.08.202408.08.2024-0,0308-0,0408-0,0529-0,0251-0,00800/00/53714
3302.08.202409.08.2024-0,0203-0,0262-0,0414-0,0026-0,00990/00/53714
3405.08.202412.08.2024-0,0073-0,0026-0,00760,00740,02040/00/53714
3506.08.202413.08.20240,02460,0162-0,00550,01180,04350/40/53714
3607.08.202414.08.20240,00110,0075-0,0101-0,00070,03374/31/54115
3708.08.202415.08.2024-0,0192-0,0187-0,0262-0,03080,00930/10/54115
3809.08.202416.08.2024-0,0230-0,0130-0,0285-0,02720,01340/10/54115
3912.08.202419.08.2024-0,0432-0,0165-0,0423-0,04450,01831/10/54215
4013.08.202420.08.2024-0,0543-0,0225-0,0497-0,03950,01081/10/54315
4114.08.202421.08.2024-0,0630-0,0584-0,0219-0,0448-0,00560/00/54315
4215.08.202422.08.2024-0,0698-0,09250,0033-0,0420-0,03230/10/54315
4316.08.202423.08.2024-0,0690-0,08840,0114-0,0318-0,02870/10/54315
4419.08.202426.08.2024-0,03560,00320,0605-0,00160,00840/30/54315
4520.08.202427.08.2024-0,0297-0,01450,0610-0,0129-0,02080/10/54315
4621.08.202428.08.2024-0,0141-0,00760,0373-0,0072-0,02821/11/54416
4722.08.202429.08.2024-0,02510,05430,00160,0038-0,04501/30/54516
4823.08.202430.08.2024-0,02780,0396-0,04380,0000-0,05471/20/54616
4926.08.202402.09.2024-0,07580,0358-0,0750-0,0668-0,13315/14/55120
5027.08.202403.09.2024-0,0855-0,0541-0,0719-0,0438-0,14160/00/55120
5128.08.202404.09.2024-0,0269-0,0152-0,04020,0005-0,08650/10/55120
5229.08.202405.09.2024-0,0379-0,0060-0,0204-0,0060-0,10682/02/55322
5330.08.202406.09.2024-0,0222-0,06220,0003-0,0142-0,09560/10/55322
5402.09.202409.09.20240,03590,01730,06090,0426-0,00070/40/55322
5503.09.202410.09.20240,0668-0,00610,04520,05610,02762/40/55522
5604.09.202411.09.20240,05450,00840,03560,02060,00915/50/56022
5705.09.202412.09.2024-0,0003-0,03900,02620,0167-0,03240/20/56022
5806.09.202413.09.20240,0205-0,03160,05230,0428-0,00183/30/56322
5909.09.202416.09.20240,0287-0,01540,07180,07310,01125/41/56823
6010.09.202417.09.20240,0052-0,01930,04000,0469-0,01470/30/56823
6111.09.202418.09.20240,0118-0,00990,04510,0560-0,00870/30/56823
6212.09.202419.09.20240,02570,00520,05910,06860,01541/50/56923
6313.09.202420.09.20240,05300,02990,06650,07820,04114/50/57323
6416.09.202423.09.20240,05080,07770,04880,04930,04743/50/57623
6517.09.202424.09.20240,03280,13630,01560,00640,04392/50/57823
6618.09.202425.09.20240,00780,10020,0094-0,01080,00810/40/57823
6719.09.202426.09.20240,01480,11930,02050,00260,03022/50/58023
6820.09.202427.09.20240,01330,13870,0144-0,00290,02304/41/58424
6923.09.202430.09.2024-0,00300,1193-0,0038-0,0416-0,00752/11/58525
7024.09.202401.10.2024-0,02820,0398-0,0023-0,0329-0,05211/10/58625
7125.09.202402.10.2024-0,0512-0,0615-0,0200-0,0422-0,07380/00/58625
7226.09.202403.10.2024-0,0124-0,00770,0155-0,0203-0,04010/10/58625
7327.09.202404.10.2024-0,0181-0,03120,0145-0,0222-0,04861/10/58726
7430.09.202407.10.2024-0,0220-0,05110,0152-0,0176-0,04880/00/58726
7501.10.202408.10.2024-0,0196-0,03000,0142-0,0083-0,03661/10/58826
7602.10.202409.10.2024-0,0196-0,0276-0,0123-0,02770,02360/10/58826
7703.10.202410.10.20240,00260,00820,0054-0,00430,00303/40/59126
7804.10.202411.10.2024-0,0307-0,0169-0,0178-0,0214-0,02010/00/59126
7907.10.202414.10.2024-0,0113-0,0106-0,0134-0,0130-0,00121/01/59127
8008.10.202415.10.2024-0,00370,0064-0,0074-0,00320,00491/10/59227
8109.10.202416.10.2024-0,01120,02560,0009-0,01310,00131/30/59327
8210.10.202417.10.2024-0,01670,02640,0057-0,0181-0,05020/20/59327
8311.10.202418.10.2024-0,01010,02030,0152-0,0205-0,01570/20/59327
8414.10.202421.10.20240,00800,03340,0283-0,0153-0,01023/31/59628
8515.10.202422.10.2024-0,02140,03280,0056-0,0345-0,03422/20/59828
8616.10.202423.10.2024-0,03910,0054-0,0111-0,0608-0,05420/10/59828
8717.10.202424.10.2024-0,0268-0,0248-0,0034-0,0553-0,03730/00/59828
8818.10.202425.10.2024-0,0392-0,0243-0,0241-0,0656-0,05980/00/59828
8921.10.202428.10.2024-0,0590-0,0830-0,0359-0,1160-0,10911/01/59829
9022.10.202429.10.2024-0,0617-0,0775-0,0248-0,0910-0,08890/00/59829
9123.10.202430.10.2024-0,0550-0,0940-0,0223-0,0860-0,09050/00/59829
9224.10.202431.10.2024-0,0576-0,0891-0,0183-0,0785-0,09082/02/59831
9325.10.202401.11.2024-0,0599-0,0659-0,0182-0,0553-0,07590/00/59831
9428.10.202404.11.2024-0,0250-0,02520,02170,0131-0,02600/20/59831
9529.10.202405.11.2024-0,01650,02880,01820,05750,01372/40/510031
9630.10.202406.11.20240,00370,04460,02040,05230,00980/50/510031
9731.10.202407.11.20240,03870,09560,04880,08020,04120/50/510031
9801.11.202408.11.20240,07320,09330,05250,10160,06374/50/510431
9902.11.202411.11.20240,09160,09390,02650,09910,06273/50/510731
10005.11.202412.11.20240,06530,04660,01780,04680,03780/50/510731
10106.11.202413.11.20240,0307-0,0038-0,01070,01750,00955/32/511233
10207.11.202414.11.20240,0254-0,0018-0,00880,01320,01145/32/511735
10308.11.202415.11.20240,0076-0,0181-0,01820,00520,01361/30/511835
10411.11.202418.11.2024-0,0366-0,0607-0,0353-0,0417-0,02692/02/512037
10512.11.202419.11.2024-0,0775-0,0937-0,0264-0,0626-0,05600/00/512037
10613.11.202420.11.2024-0,0741-0,1014-0,0278-0,0664-0,06400/00/512037
10714.11.202421.11.2024-0,0558-0,06190,0020-0,0455-0,04110/10/512037
10815.11.202422.11.2024-0,0549-0,09680,0011-0,0270-0,06605/14/512541
10918.11.202425.11.2024-0,0889-0,0978-0,0102-0,0401-0,11940/00/512541
11019.11.202426.11.2024-0,1097-0,1191-0,0128-0,0474-0,14610/00/512541
11120.11.202427.11.2024-0,0663-0,05370,00660,0281-0,09630/20/512541
11221.11.202428.11.2024-0,0369-0,01580,01390,0511-0,08953/21/512842
11322.11.202429.11.2024-0,01680,0003-0,01170,0407-0,09580/10/512842
11425.11.202402.12.2024-0,00350,0362-0,01980,0620-0,06810/20/512842
11526.11.202403.12.20240,01310,0354-0,01460,0807-0,04410/30/512842
11627.11.202404.12.20240,00290,0026-0,02200,0455-0,04653/31/513143
11728.11.202405.12.20240,0281-0,0285-0,01490,0236-0,04750/20/513143
11829.11.202406.12.20240,0401-0,0451-0,00650,0320-0,02931/20/513243
11902.12.202409.12.20240,0011-0,06560,01340,0145-0,01310/30/513243
12003.12.202410.12.2024-0,0192-0,07720,0120-0,0099-0,03420/10/513243
12104.12.202411.12.20240,0137-0,05360,0162-0,00400,00730/30/513243
12205.12.202412.12.20240,0196-0,02360,02020,02390,01854/40/513643

Примечания к таблице

Предсказанная вероятность движения цен на акции ПАО “Сбербанк России” (SBER)

Period Number
Time
Pred_1_day
Pred_2_day
Pred_3_day
Pred_4_day
Pred_5_day
Mean Probability
02024-01-030,8735530,9254330,8225820,8472960,8774920,869271
12024-01-040,4202750,4607960,5526920,4706930,5032610,481543
22024-01-050,3388160,5769400,6144780,5878070,5931020,542229
32024-01-080,8185860,8273690,7791500,8030470,8390780,813446
42024-01-090,3072710,3844020,4058540,3047820,4207860,364619
52024-01-100,3070170,4117920,2631490,4555970,4030240,368116
62024-01-110,8719480,8754020,7408020,8474840,8207080,831269
72024-01-120,3840740,4767660,6331590,5409660,6320570,533404
82024-01-150,3548070,5276140,5530100,3654710,4223290,444646
92024-01-160,4859310,7985400,7605060,8100490,8259660,736198
102024-01-170,9723820,9321780,9259740,8861220,8841010,920151
112024-01-180,3566210,2008140,2139020,3586750,3903350,304069
122024-01-190,0038210,0174010,0254720,0777970,1138010,047658
132024-01-220,4718320,4521670,4093980,3822850,5953230,462201
142024-01-230,9768570,9218980,8450700,8720150,8416620,891500
152024-01-240,0050560,0166150,0250560,0818840,1578620,057295
162024-01-250,2092310,3638360,3763810,3107300,3102780,314091
172024-01-260,1854570,2900170,4107460,1817040,5844610,330477
182024-01-290,9232870,8909320,7565190,7791010,8193360,833835
192024-01-300,9641010,9285760,8919420,8815680,8721550,907668
202024-01-310,6814540,6510720,7230010,4489410,6009910,621092
212024-02-010,9553820,8507490,8225510,7740900,8713210,854819
222024-02-020,4973790,5637440,6176380,5935470,6055720,575576
232024-02-050,9595190,8907830,8162520,8388640,8335440,867792
242024-02-060,5821750,5921490,6383840,7032940,6200850,627217
252024-02-070,9842160,9551830,9140430,8879070,8889730,926064
262024-02-080,1217690,1049610,1154630,1668570,4339670,188603
272024-02-090,6001390,8511230,6606680,4551010,7127890,655964
282024-02-120,9832050,9467080,8804210,8746340,8882350,914641
292024-02-130,7099870,7592750,7263940,6073450,5305060,666701
302024-02-140,9656180,8782660,8088080,8774370,7355470,853135
312024-02-150,7574870,7270070,7230880,5289420,6330600,673917
322024-02-160,0067360,0418530,0959690,1742220,1496140,093679
332024-02-190,6415810,5384060,6012330,5104020,4536880,549062
342024-02-200,0099740,0157900,0281710,0530060,1091070,043210
352024-02-210,2691220,4043290,3783310,3394830,5232840,382910
362024-02-220,9098230,8897410,7378110,7929900,8279890,831671
372024-02-260,9843640,9637360,8807360,8683510,8822600,915889
382024-02-270,7942960,7459740,7188200,7195690,5972380,715179
392024-02-280,0968580,2583930,4113130,2744770,5751390,323236
402024-02-290,8498180,8209170,7307500,7126460,7043200,763690
412024-03-010,9612720,9421280,8998470,8750250,8861470,912884
422024-03-040,2952680,6137380,4752400,5865880,6751570,529198
432024-03-050,3129180,4347170,4846050,5169620,4748530,444811
442024-03-060,1961460,3298080,4793010,3964190,6007120,400477
452024-03-070,9703790,9371770,8684980,8677950,8864780,906065
462024-03-110,7283330,5081920,5309610,5254930,4373420,546064
472024-03-120,8727150,6058920,4316900,4699290,6279560,601636
482024-03-130,0728770,1593090,1018400,3640590,2767760,194972
492024-03-140,1204190,2850800,2860620,2333540,2608190,237147
502024-03-150,7825200,7832090,7358480,7559830,8502180,781556
512024-03-180,5980790,5826990,5561130,5001580,5843110,564272
522024-03-190,0057680,0179860,0309310,1000500,1059250,052132
532024-03-200,4387100,5354300,4569100,5170030,6704640,523703
542024-03-210,3093700,2629280,2521750,2345530,5291970,317645
552024-03-220,0093810,0161290,0228210,0794120,1032780,046204
562024-03-250,5255420,5626980,5591620,5769090,5587530,556613
572024-03-260,6371760,8169570,7959040,7699950,7978090,763568
582024-03-270,5319820,5331650,4929920,4455530,8405880,568856
592024-03-280,9612700,9360540,9053480,5851400,8608040,849723
602024-03-290,6905860,7287750,6006910,6107470,6271950,651599
612024-04-010,9269650,9103530,8664410,6816260,8288860,842854
622024-04-020,9294810,8230170,6900340,8132650,7456350,800286
632024-04-030,9842740,9571980,9212310,8858520,8920380,928119
642024-04-040,1888130,2759920,3966320,3588450,3887390,321804
652024-04-050,9484590,8568090,7809520,8657100,7318350,836753
662024-04-080,9809790,9203840,8159230,8446000,8158250,875542
672024-04-090,1236280,2274900,2909690,2000780,2614750,220728
682024-04-100,4477880,4548000,4490850,3871660,4170870,431185
692024-04-110,8111470,7546820,6824670,7350110,7019650,737054
702024-04-120,5800560,4104660,3972440,3141280,3743580,415250
712024-04-150,9182310,9200330,8119010,7784750,8568580,857100
722024-04-160,7879610,7737460,7087130,5152730,6960830,696355
732024-04-170,0251190,0371050,0557620,1595660,1661140,088733
742024-04-180,8214190,8274480,7314600,7422640,8259940,789717
752024-04-190,1786860,2137290,4111780,3284170,4170350,309809
762024-04-220,9863760,9621730,9137130,8972010,8874910,929391
772024-04-230,0178050,0259830,0278730,0579720,1280630,051539
782024-04-240,4259360,4206760,4242330,4671950,6683150,481271
792024-04-250,5154490,7129440,5494920,4784430,7380610,598878
802024-04-260,9211790,7501260,6658760,6662290,7978870,760259
812024-04-270,5072930,7408150,6680010,7277880,6946930,667718
822024-04-290,6387770,6592320,6389900,6791090,5995190,643125
832024-04-300,0768640,2120880,2771830,3723750,2486900,237440
842024-05-020,1187460,1928340,1745170,2665420,3759810,225724
852024-05-030,8271120,8339020,7353120,7643130,6295780,758043
862024-05-060,0319490,0295630,0310900,1783920,1125380,076706
872024-05-070,9263570,8895630,7756880,7303390,8559670,835583
882024-05-080,9771360,9557220,9360630,9117560,8794500,932025
892024-05-100,8374160,7470360,8202920,8960200,7975910,819671
902024-05-130,5432900,6349540,6367720,4718110,4733170,552029
912024-05-140,9847610,9608030,9370220,8627130,9065160,930363
922024-05-150,8863570,7733500,6621190,6501850,5357410,701550
932024-05-160,9142080,8161690,7849630,8323160,8450420,838540
942024-05-170,5232780,5606160,6667400,5491030,5256090,565069
952024-05-200,0289000,0445520,0951390,2068960,3555770,146213
962024-05-210,4036250,4147380,4286590,4449330,4064980,419691
972024-05-220,9848260,9622740,9221940,8989890,8857600,930809
982024-05-230,7714600,7131860,6407430,6053890,4580700,637770
992024-05-240,0208200,0278700,0335710,1285780,1580500,073778
1002024-05-270,0115520,0473330,0437500,1551710,1750500,086571
1012024-05-280,5077840,5517740,4351330,5484250,6656270,541749
1022024-05-290,9451900,8670710,8092870,8707880,8712020,872708
1032024-05-300,0194700,0195820,0295120,1368360,1063130,062343
1042024-05-310,1156360,2540080,2537410,2541620,3046520,236440
1052024-06-030,2657990,3427370,2259280,2419660,6048040,336247
1062024-06-040,9729360,9443150,8043610,8537460,8921890,893509
1072024-06-050,1718500,3751070,3408670,3066440,3741340,313720
1082024-06-060,2135110,1706690,2250950,1735570,3656090,229688
1092024-06-070,9709900,9587960,9098480,8772660,8945210,922284
1102024-06-100,0811620,1732420,2079860,3940840,3930570,249906
1112024-06-110,5532850,4519480,5435960,5302860,4383920,503501
1122024-06-130,9797120,9442730,9199470,9064680,8927410,928628
1132024-06-140,6582500,6833850,6871510,6340170,6642420,665409
1142024-06-170,0682520,1197050,0977610,2569460,2067700,149887
1152024-06-180,0186010,0412020,0931300,3191040,1794310,130294
1162024-06-190,0734730,1032890,0374740,1520790,2808820,129439
1172024-06-200,9804370,9482360,8801330,8653780,8526340,905364
1182024-06-210,7441070,7030790,6746490,5772370,5179720,643409
1192024-06-240,9823380,9590790,9115550,9021060,8881010,928636
1202024-06-250,7723000,7533000,7342370,7332430,7386530,746347
1212024-06-260,9664520,9192910,8536500,8657260,8850160,898027
1222024-06-270,8234210,7177680,6994420,5374080,5717050,669949
1232024-06-280,6662250,5309820,5869910,4683560,4884670,548204
1242024-07-010,7443400,7151780,6677880,7606110,6280070,703185
1252024-07-020,9055780,7714350,7643630,7924370,7049290,787748
1262024-07-030,5816850,4507880,5739770,4460680,4713920,504782
1272024-07-040,0115950,0180670,0301050,0608110,1239280,048901
1282024-07-050,6207160,6467470,6311780,5602370,6413760,620051
1292024-07-080,1319800,3366680,1404090,3062080,4159590,266245
1302024-07-090,0434980,0640700,1374030,2301300,2827250,151565
1312024-07-100,1887080,1810740,1199100,2351860,2753610,200048
1322024-07-110,5703320,2370830,0914970,0739290,2396850,242505
1332024-07-120,0321920,1457640,1894440,2384550,3349130,188154
1342024-07-150,0276870,0268860,0234840,2184890,2740240,114114
1352024-07-160,5433880,5418860,3938010,6308300,4034240,502666
1362024-07-170,0711070,0835010,0991130,1319020,3150560,140136
1372024-07-180,9750760,9054260,8342240,8275630,8513270,878723
1382024-07-190,4083890,4944470,5311380,4303850,5977160,492415
1392024-07-220,9367190,9714030,9499910,9132650,9047060,935217
1402024-07-230,5872850,6343380,5924420,5909910,5756650,596144
1412024-07-240,9230630,9282660,8742370,8798340,8398740,889055
1422024-07-250,8187090,7596070,7561840,6587750,6647100,731597
1432024-07-260,0231140,0973070,1358720,2315450,2280100,143170
1442024-07-290,0863290,1893360,2505600,3030170,3904220,243933
1452024-07-300,8409580,9266810,8226540,7833020,7826270,831244
1462024-07-310,3828610,6147160,6125020,5937990,5901260,558801
1472024-08-010,0413130,1453520,1726710,2249730,2738670,171635
1482024-08-020,1605260,2701600,3705670,3154650,4273720,308818
1492024-08-050,0615690,1368250,3187320,3349080,3733350,245074
1502024-08-060,6878260,8624940,6670670,7115700,7943760,744667
1512024-08-070,8232790,9378520,7828830,7736060,8130540,826135
1522024-08-080,1024180,1604150,4765170,4967160,4924760,345708
1532024-08-090,5216140,6926130,3688060,4400190,4101550,486641
1542024-08-120,2164680,2966220,3521440,3894820,3339210,3177270
1552024-08-130,7359420,9364930,7484100,7096900,8136850,788844
1562024-08-140,0413370,1066800,1563610,0897610,1325230,105332
1572024-08-150,2824060,3009240,3893400,3918930,3671110,346335
1582024-08-160,1262540,2009190,3650660,4505850,3745080,303466
1592024-08-190,0350900,1212500,1759750,2516750,2976610,176330
1602024-08-200,3966830,2857360,4442920,3154360,4192920,372288
1612024-08-210,7785010,8786820,7296280,7132540,7558350,771180
1622024-08-220,0315920,0348940,0748700,0597590,1068830,061600
1632024-08-230,5005620,8717660,6284620,6073990,6829490,658228
1642024-08-260,9686840,9584700,8547910,8277790,8642600,894797
1652024-08-270,0202580,0331520,0996130,1064800,1027360,072448
1662024-08-280,7315300,8775740,6587730,6912220,7402990,739880
1672024-08-290,0983030,1610990,2630070,2900270,2397400,210435
1682024-08-300,0378760,0618320,0655500,0845340,1169600,073350
1692024-09-020,0536260,0970690,0677030,1380470,1439890,100087
1702024-09-030,6338250,5720720,6531340,5619070,7000320,624194
1712024-09-040,9862150,9231130,9296850,9185240,8848060,928469
1722024-09-050,7004880,5968000,6263560,7839750,7355370,688631
1732024-09-060,9784460,8370920,8845740,8358440,8217220,871536
1742024-09-090,9855730,9209740,9273430,9123020,8785280,924944
1752024-09-030,6336660,5719460,6531140,5621210,6999930,624168
1762024-09-040,9862150,9231110,9296850,9185230,8848020,928467
1772024-09-050,7004840,5967950,6263610,7838860,7355350,688612
1782024-09-060,9784620,8371540,8846080,8358870,8217180,871566
1792024-09-090,9855730,9209730,9273420,9122920,8785250,924941
1802024-09-100,2846360,3627680,3654700,2495120,4422590,340929
1812024-09-110,1434500,3717040,2385460,2949230,3273630,275197
1822024-09-120,0410840,1160720,2133060,2649810,2699390,181076
1832024-09-130,9778080,8717260,8527390,7330850,8430370,855679
1842024-09-160,9748670,8468630,8474140,8218310,8318080,864557
1852024-09-170,8109150,6033560,6490050,6905000,6643940,683634
1862024-09-180,1569770,2640010,3615540,3024030,3398770,284962
1872024-09-190,8198060,6435810,7167910,7835840,7225220,737257
1882024-09-200,9838060,9129850,9215090,8441650,8541690,903327
1892024-09-230,9460760,6100720,6369110,7386990,6435490,715061
1902024-09-240,5727830,4722960,5748330,6218580,6243360,573221
1912024-09-250,0206390,0617790,1174460,1465060,1585420,100982
1922024-09-260,4925740,4790980,4994810,4754360,5632800,501974
1932024-09-270,6669200,4979580,5426700,4663160,5215920,539091
1942024-09-300,6870170,6151010,5771950,6685740,6145430,632486
1952024-10-010,1229530,1426810,1513470,1801340,2491830,169260
1962024-10-020,0175300,0520350,0553170,1202370,1929270,087609
1972024-10-030,9559070,8788410,8253400,8144250,8166300,858229
1982024-10-040,3437610,5020280,5712490,5213700,5294690,493575
1992024-10-070,2678970,300880,4027410,3426050,6503780,392900
2002024-10-080,3500020,450890,4964380,4832470,5154940,459214
2012024-10-090,0504110,1196720,1080640,1460830,2134330,127533
2022024-10-100,0406350,1881360,1399770,1985380,2499990,163457
2032024-10-110,0127170,0465710,0400850,0863590,1756940,072285
2042024-10-140,9867930,88870,8571290,9093650,8630680,901011
2052024-10-150,465830,5905340,579860,5807960,6714580,577696
2062024-10-160,0287060,0611460,0633550,1780750,2068230,107621
2072024-10-170,0363040,111310,1245930,1981390,2653150,147132
2082024-10-180,826580,7172790,7365640,7055240,7220580,741601
2092024-10-210,9689740,8151330,8086890,7154030,7984660,821333
2102024-10-220,0139560,1102890,0784090,1076150,1973850,101531
2112024-10-230,0799490,2580940,2212190,2548770,3720580,237239
2122024-10-240,797230,7240250,7271250,6786740,6796090,721333
2132024-10-250,011140,0598270,0461090,0584780,1600830,067127
2142024-10-280,2907260,6518290,3890070,3830870,5080340,444537
2152024-10-290,4748080,5051880,6023710,6622330,5935750,567635
2162024-10-300,1063420,1949190,2149670,1845160,2618690,192523
2172024-10-310,0593550,1053750,3187850,5436290,2655470,258538
2182024-11-010,5060420,5658570,6049810,4748980,3242570,495207
2192024-11-020,9776470,9284220,9118690,8521490,8670440,907426
2202024-11-050,9010030,844490,7340090,706890,6861620,774511
2212024-11-060,9823670,9587010,9203660,8699240,8856510,923402
2222024-11-070,9770020,9406940,9127460,8588090,8777710,913404
2232024-11-080,8017550,8299180,7549580,6907390,6881910,753112
2242024-11-110,8397860,8020950,7485060,6553360,6130290,731750
2252024-11-120,0307120,1581240,1690760,1507140,2141810,144561
2262024-11-130,3648060,4558760,5173790,4579730,4074140,440690
2272024-11-140,0177730,076520,155370,103310,2101090,112616
2282024-11-150,9656620,9319190,8308850,80930,8339390,874341
2292024-11-180,2076620,3885140,2422160,2454660,2721670,271205
2302024-11-190,0094770,0769130,2551880,1689340,1429370,130690
2312024-11-200,1646790,2382530,2997750,2844780,3120380,259845
2322024-11-210,8793840,8077110,8154990,7085430,8005910,802346
2332024-11-220,0128550,1064990,090650,1022280,1809560,098638
2342024-11-250,0330720,0936790,1594350,2431680,2477920,155429
2352024-11-260,4392450,4324680,6659740,5565860,3822550,495306
2362024-11-270,9034830,9042840,6712910,5966570,5666470,728472
2372024-11-280,4137760,5788640,5244940,5704940,3959780,496721
2382024-11-290,9635630,9175780,8425340,7365880,8242030,856893
2392024-12-020,4347970,5396780,5070640,4601660,6090080,510143
2402024-12-030,0186530,0858430,0830580,1636530,2500290,120247
2412024-12-040,01690,0943580,1602550,1792770,1967450,129507
2422024-12-050,9849590,9445560,9474530,8821150,8650860,924834
2432024-12-060,788020,6413250,6932570,7276430,6524660,700542
2442024-12-090,7065680,5980510,6025210,6737330,6267920,641533
2452024-12-100,0103160,0929170,0514680,1463220,2112170,102448
2462024-12-110,961290,6319230,8863210,7675260,6857280,786558
2472024-12-120,0158960,0701690,082610,1280380,1533550,090014

Примечания к таблице

Предсказанная вероятность движения цен на акции ПАО “Газпром” (GAZP)

Period Number
Time
Pred_1_day
Pred_2_day
Pred_3_day
Pred_4_day
Pred_5_day
Mean Probability
02024-01-030,9532040,9269590,8557490,8488440,8735390,891659
12024-01-040,2209750,4175620,4415500,3291800,4711270,376079
22024-01-050,9471530,8859820,8687720,8510830,8591780,882434
32024-01-080,6941870,7599920,6971790,6758450,7085610,707153
42024-01-090,3166340,4306040,4339280,3682530,4579420,401472
52024-01-100,3033150,3253080,1243400,4863100,5714630,362147
62024-01-110,2822880,5617740,6295180,5970980,4927040,512676
72024-01-120,9650630,9405990,9161960,8931220,8689870,916793
82024-01-150,3545420,5889530,5669080,5933780,5126740,523291
92024-01-160,1941290,7942980,7899640,7856170,7356590,659933
102024-01-170,9530160,9023350,8089310,7577140,8423850,852876
112024-01-180,9862360,9680060,9305940,9126470,8809680,935690
122024-01-190,0989500,4169910,1201710,2555840,4638010,271099
132024-01-220,9188370,7853230,7012100,6512750,7202300,755375
142024-01-230,9849300,9610110,9242390,8977450,8799670,929578
152024-01-240,0349930,0803340,0954300,2324160,2170350,132042
162024-01-250,2474650,1752440,2534050,2442940,2286860,229819
172024-01-260,0247770,0523050,0765420,1633950,2649420,116392
182024-01-290,2768060,2850560,2793080,3456800,3529590,307962
192024-01-300,1270250,3778730,4174930,3300000,5091940,352317
202024-01-310,9576110,9276030,8478970,8532560,8841860,894111
212024-02-010,1370060,3148770,3114900,3213280,3945790,295856
222024-02-020,2902550,3366950,2822820,3347000,3675970,322306
232024-02-050,8753050,8512230,7895410,7541000,7592340,805881
242024-02-060,1609630,3126830,3887890,4122080,3293750,320804
252024-02-070,2874470,5192170,5088240,2627750,4512120,405895
262024-02-080,0702540,0431010,0307200,0827900,2797220,101317
272024-02-090,6396920,6980950,5362950,5611130,6897070,624980
282024-02-120,0892620,0559030,2320050,2161650,2003040,158728
292024-02-130,5155190,4930770,6125630,6116760,6040960,567386
302024-02-140,5717490,7402420,6296830,8141820,7012900,691429
312024-02-150,9373780,8672900,8530140,8814950,8274620,873328
322024-02-160,6898820,5772950,4807430,4888220,5330870,553966
332024-02-190,9281470,8790280,7962560,7983290,7583770,832027
342024-02-200,0629840,0234450,0245130,0594650,2126250,076606
352024-02-210,7142360,5970710,4579280,3807130,5499200,539974
362024-02-220,6411980,7162860,6134820,5827780,5502020,620789
372024-02-260,9853510,9551880,8783340,8823330,7676910,893779
382024-02-270,1638740,2071580,2903750,2857590,2346830,236370
392024-02-280,9783080,9475190,8918440,8491930,8813770,909648
402024-02-290,9727800,9185950,8517440,8408540,8462690,886048
412024-03-010,5965070,4288070,3462920,5131380,5746610,491881
422024-03-040,4951570,6704330,4152700,5147810,6039390,539916
432024-03-050,7243560,4289050,4708450,6009100,3755010,520103
442024-03-060,9501570,9165440,8256160,8876800,8341370,882827
452024-03-070,1863170,2889090,3585090,2808780,2528950,273502
462024-03-110,3316380,4932920,4501600,2994420,5469910,424305
472024-03-120,9805430,9651840,9298550,9074550,8864760,933903
482024-03-130,1683010,1422720,1382370,3202730,4042180,234660
492024-03-140,1880320,1999500,1854030,3254660,3832070,256412
502024-03-150,1459730,3373540,2415450,5104710,3642490,319918
512024-03-180,0869200,1888920,1866400,3596370,3948910,243396
522024-03-190,0054280,0210450,0247040,0690200,1789580,059831
532024-03-200,2367760,3883760,4602360,2654110,5669890,383558
542024-03-210,0722300,1800860,2582000,2954460,4984990,260892
552024-03-220,0082620,0321840,0230870,0666410,2326080,072556
562024-03-250,8648330,8408160,7940760,7085060,8031090,802268
572024-03-260,1666110,2008130,2959230,2830520,3921890,267718
582024-03-270,0358060,1916660,3540760,2339720,5099930,265103
592024-03-280,1106680,1263960,1044400,2632820,2654660,174050
602024-03-290,7979080,5459570,4883050,4954790,4314020,551810
612024-04-010,7502220,4448620,5202290,6464830,4457090,561501
622024-04-020,9871550,9722230,9403680,9132220,8876430,940122
632024-04-030,1777680,3217300,3369540,2992640,4708740,321318
642024-04-040,7949000,7695060,7562560,5970810,5810810,699765
652024-04-050,9507980,8298050,7454420,6755080,8094370,802198
662024-04-080,8381770,7117950,7176110,6354130,6781990,716239
672024-04-090,8005540,4318890,3875570,3086630,3740240,460537
682024-04-100,8510140,8616900,8609790,7042740,8654520,828682
692024-04-110,9696640,9059620,8810980,8536370,8589100,893854
702024-04-120,0727130,0717850,1661700,1256010,1701800,121290
712024-04-150,0739050,2493250,2689960,2888960,3914850,254521
722024-04-160,8117880,8935190,7765390,5961210,7198510,759564
732024-04-170,8078450,7732430,7133160,6153290,6000380,701954
742024-04-180,8374930,7422070,6809580,7677460,7220700,750095
752024-04-190,9477100,9087570,8967970,8534680,8720570,895758
762024-04-220,2480490,4202660,3865400,3070500,4994020,372261
772024-04-230,0097460,0147580,0263720,0477280,1146760,042656
782024-04-240,2218380,3171000,2613540,2978410,2628520,272197
792024-04-250,8255660,8074720,6975750,7269930,6979800,751117
802024-04-260,0114640,0186110,0368500,0862020,1061270,051851
812024-04-270,9700500,9345670,8062810,8505350,8567750,883642
822024-04-290,1226060,2759870,3430710,2676000,6273810,327329
832024-04-300,0415340,0330750,0288850,1203910,2035240,085482
842024-05-020,0054870,0150690,0217880,0447740,1029520,038014
852024-05-030,3432160,6025170,5756290,5983800,5843970,540828
862024-05-060,0950540,2904910,2704070,1490470,5976900,280538
872024-05-070,2817340,4210310,5651040,2787950,3384900,377031
882024-05-080,5325540,7431800,6718280,7019040,7034760,670588
892024-05-100,1204780,3449120,3959440,4049950,8117050,415607
902024-05-130,9783780,9379310,9017350,8450270,8671290,906040
912024-05-140,0466540,0790550,1138610,3149020,3521020,181315
922024-05-150,9655810,8903880,8467490,8792460,6889150,854176
932024-05-160,9466590,9117060,8096550,8727530,8583620,879827
942024-05-170,0088080,0278020,0579110,1604980,1260740,076219
952024-05-200,0034950,0181840,0210200,0469660,1681210,051557
962024-05-210,2861040,4825710,4103060,4311830,4824350,418520
972024-05-220,5012850,6292950,4569550,5693800,6343980,558263
982024-05-230,4463190,5350870,6445450,7698880,8637850,651925
992024-05-240,6063480,7718150,6934820,6316160,6029120,661235
1002024-05-270,1626310,3504210,7039020,2171500,8583270,458486
1012024-05-280,5812440,5330730,5930660,5672200,6348570,581892
1022024-05-290,9081410,8302000,7335000,7946980,8099700,815302
1032024-05-300,0095440,0162470,0365560,0650670,1980480,065092
1042024-05-310,7126170,5596540,5490500,5381320,5388670,579664
1052024-06-030,0791930,0663370,0950370,4191580,1706760,166080
1062024-06-040,9024500,8196340,6589690,7854000,6679090,766872
1072024-06-050,0399440,0449190,1061710,2222280,1268640,108025
1082024-06-060,4878420,5388460,6151510,4582060,6135320,542715
1092024-06-070,9074700,6398570,4252580,4193720,6841560,615223
1102024-06-100,4846620,7217700,6348260,7589000,8845690,696945
1112024-06-110,7502790,5699640,6159220,5107160,4855540,586487
1122024-06-130,9862150,9647070,9355690,9127970,8910500,938068
1132024-06-140,7939390,8396530,7720350,7008890,6698900,755281
1142024-06-170,8166600,7704720,6363060,6847550,6639570,714430
1152024-06-180,0048360,0159420,0328810,0607780,1673540,056358
1162024-06-190,0723320,0493250,0712370,1692970,2093990,114318
1172024-06-200,9451400,9112540,7329400,7298630,6854930,800938
1182024-06-210,1088780,1238350,1390170,2151940,3980920,197003
1192024-06-240,0511980,0771950,0633700,2097990,1441980,109152
1202024-06-250,7969010,8664220,7777450,7352890,7140220,778076
1212024-06-260,9677650,9442750,8701210,8725420,8899760,908936
1222024-06-270,1836140,1462770,1729320,3437770,3928720,247894
1232024-06-280,8958430,8109640,7458190,6460700,6427500,748289
1242024-07-010,9851100,9701050,9417020,9147600,8943520,941206
1252024-07-020,9039580,8087440,7213150,8137580,7443860,798432
1262024-07-030,2277150,2937670,4047480,4592060,4350940,364106
1272024-07-040,0347190,0522450,1012600,1698760,2284680,117314
1282024-07-050,9748290,9587970,9293990,8824640,8840300,925904
1292024-07-080,4844630,4778150,4207390,5011340,5140380,479638
1302024-07-090,0293290,0509930,0767030,1932950,1436750,098799
1312024-07-100,0089200,0179090,0275160,1178230,1078570,056005
1322024-07-110,9730770,9461760,9088860,8728090,7537280,890935
1332024-07-120,0202240,0445590,0743880,1455570,2755990,112065
1342024-07-150,3103810,4362540,3775500,4868850,5160330,425421
1352024-07-160,9842610,9697720,9412290,9054780,8970160,939551
1362024-07-170,3858760,5247550,4926580,5696240,6379610,522175
1372024-07-180,9718270,9618530,9311970,9047690,8948710,932903
1382024-07-190,4602080,4834320,5550270,5312110,5605120,518078
1392024-07-220,7410230,6580990,5260050,6089880,6240240,631628
1402024-07-230,8341060,8556080,7175540,8008200,7977940,801176
1412024-07-240,9076600,8398160,7490700,8484580,7423860,817478
1422024-07-250,2979240,3873150,3104290,3010210,3536140,330061
1432024-07-260,4671420,4952460,5349950,5843910,5009160,516538
1442024-07-290,0233520,0955240,1715270,1998110,3790670,173856
1452024-07-300,7675040,8450450,7315030,6964410,7495660,758012
1462024-07-310,6661540,6790050,5772850,5748020,5133680,602123
1472024-08-010,1413320,3103600,4867750,4017550,3951440,347073
1482024-08-020,2879440,4472780,4020670,3885430,4591270,396992
1492024-08-050,0308580,0559690,1512770,2124120,1533510,120773
1502024-08-060,5482710,7209690,4583710,6100500,5257250,572677
1512024-08-070,7355760,8202400,6946940,6406720,6975330,717743
1522024-08-080,0308000,0627250,1292850,2123860,1592170,118883
1532024-08-090,8300460,9256950,5864140,6507100,6656930,731712
1542024-08-120,5684080,4558400,3227710,4133500,4269040,437455
1552024-08-130,5564470,5745230,6376860,6001180,7023220,614219
1562024-08-140,0997400,2179960,3387340,3260510,3216800,260840
1572024-08-150,0575930,0538360,1001820,1673840,1486690,105533
1582024-08-160,3716100,2358040,3111370,3371910,4141180,333972
1592024-08-190,4697050,6578890,5424700,4852830,5156250,534194
1602024-08-200,1260750,1623240,3765670,4157340,3377100,283682
1612024-08-210,0975370,1775590,2569840,4086050,4635780,280853
1622024-08-220,1353460,1529930,4483350,3317180,5113450,315947
1632024-08-230,4778700,6343040,4497390,5224380,4656330,509997
1642024-08-260,9794900,9642680,8851040,8529000,8820760,912768
1652024-08-270,0768090,1662690,3916560,2554030,3381550,245658
1662024-08-280,5352420,6876300,6366410,5894290,6219740,614183
1672024-08-290,9784920,9632570,8851950,8513530,8769960,911059
1682024-08-300,0221770,0724530,1121680,0700690,1067540,076724
1692024-09-020,6519200,4773070,4775490,5599680,5723100,547811
1702024-09-030,0228080,0806910,1079960,1714900,1676250,110122
1712024-09-040,9617890,8010420,8395360,7991830,7954000,839390
1722024-09-050,6284310,4663020,5920640,6556700,5969220,587878
1732024-09-060,2739810,3422680,3496490,3290120,4982980,358642
1742024-09-090,9851220,9104630,9167430,9029400,8682270,916699
1752024-09-030,0228080,0806910,1079970,1714930,1676310,110124
1762024-09-040,9617840,8010320,8395340,7991790,7953910,839384
1772024-09-050,6284280,4663010,5920550,6556720,5969240,587876
1782024-09-060,2741450,3424300,3496700,3291070,4984040,358751
1792024-09-090,9851230,9104540,9167400,9029350,8682260,916696
1802024-09-100,1409980,1386940,2692810,1677840,3337410,210100
1812024-09-110,1272310,1616610,1785240,2878790,2660200,204263
1822024-09-120,1591690,1637060,2537860,2753080,2618640,222767
1832024-09-130,7088400,5763640,6766780,7082150,7522540,684470
1842024-09-160,9697960,8072200,8226040,8028750,7809750,836694
1852024-09-170,9654460,8586650,8364330,8071910,8352150,860590
1862024-09-180,3506740,3350310,3763880,4171450,3907730,374002
1872024-09-190,5482020,3794920,4579170,5781640,3970590,472167
1882024-09-200,4236720,4030100,4003660,4708770,4114070,421866
1892024-09-230,9862440,9235110,9300130,9161560,8823230,927649
1902024-09-240,9796040,8334430,8373480,7114340,8407810,840522
1912024-09-250,0312670,2241450,2641590,2339110,3558980,221876
1922024-09-260,9081840,6551200,7168710,7308510,6760790,737421
1932024-09-270,9807580,8405230,8688280,8662820,8285390,876986
1942024-09-300,1867730,2831220,2532540,2555100,3496870,265669
1952024-10-010,1903740,2674450,2974000,2443630,3639830,272713
1962024-10-020,0142830,1274210,0967080,1375680,2441110,124018
1972024-10-030,9324070,7156630,7876820,7213300,7871480,788846
1982024-10-040,2343000,3423860,4621910,3492260,3898000,355581
1992024-10-070,5358470,8111370,7133790,5917650,7556140,681548
2002024-10-080,970110,9006330,8458150,8030670,8102960,865984
2012024-10-090,3596160,2580970,3148770,3186580,2906990,308389
2022024-10-100,4243220,2634680,2939610,3752040,5920290,389797
2032024-10-110,0130730,0553080,0599330,154440,1865210,093855
2042024-10-140,7217160,5502580,3782540,5444840,5885460,556652
2052024-10-150,9753840,9284270,8500440,8645410,8682340,897326
2062024-10-160,714450,6850830,7655670,6891010,7490870,720658
2072024-10-170,3435060,3976470,2761670,288540,4736750,355907
2082024-10-180,6600140,6681440,6454470,5816680,6684280,644740
2092024-10-210,9066670,785940,7583440,5963320,7521350,759884
2102024-10-220,7073090,3427520,5322320,6029540,5368760,544425
2112024-10-230,0221720,0791660,0579850,1376320,1921210,097815
2122024-10-240,5217950,5532390,5268190,5556660,5461190,540728
2132024-10-250,2394760,2575530,5220180,3419480,4430990,360819
2142024-10-280,010110,0570170,0557720,0757880,1988160,079501
2152024-10-290,7379290,5667380,6313310,6446560,6368620,643503
2162024-10-300,0172190,1051060,081810,0967950,1904940,098285
2172024-10-310,5911240,5696730,6816030,6475730,6231560,622626
2182024-11-010,9773710,9521890,9165380,8359820,8694280,910302
2192024-11-020,9798060,9387590,9157620,8635580,8760680,914791
2202024-11-050,5407310,4465740,4856990,4320510,321410,445293
2212024-11-060,9819660,9463430,9201590,8718030,8823380,920522
2222024-11-070,9724060,9350130,9132440,8567360,8701480,909509
2232024-11-080,5370130,5360580,6027790,5248880,5447560,549099
2242024-11-110,9390480,8194730,8347640,8090010,8222170,844901
2252024-11-120,0174650,1191110,1526790,1091420,1666760,113015
2262024-11-130,1045180,2448840,1908610,2672540,2871690,218937
2272024-11-140,3035610,3838350,5471250,435030,3704820,408007
2282024-11-150,981570,9521250,9221050,8730190,8790890,921582
2292024-11-180,1072360,2218950,1847540,2041830,2485690,193327
2302024-11-190,0730770,1260350,5474290,3232010,354980,284944
2312024-11-200,0524190,1449720,1998810,276520,2729050,189339
2322024-11-210,8081160,7612930,7579630,6527750,6394270,723915
2332024-11-220,0069660,0654840,0621010,0642080,1437230,068496
2342024-11-250,6623580,4552440,6456640,5891430,5069010,571862
2352024-11-260,1375940,1636370,2411060,3385320,4323810,262650
2362024-11-270,980190,9593660,8887210,8088180,8697840,901376
2372024-11-280,5659620,5577930,4489450,5569930,5610180,538142
2382024-11-290,6452530,5322190,873950,7708630,8219450,728846
2392024-12-020,7106820,5566390,6642050,6942430,6229950,649753
2402024-12-030,0161170,2226490,0849970,2612040,2599190,168977
2412024-12-040,0096840,0272560,0668410,0911770,1214850,063289
2422024-12-050,82920,6303980,6955360,6123030,6505070,683589
2432024-12-060,0119260,0726330,1002540,1250410,1494680,091864
2442024-12-090,9650890,869110,8778980,7962570,7759330,856857
2452024-12-100,0285180,1500520,1992260,2234070,2475370,169748
2462024-12-110,8889060,6348110,7597070,668860,7084530,732147
2472024-12-120,0095670,0667690,0661110,1382780,157650,087675

Примечания к таблице

Предсказанная вероятность движения цен на акции ПАО “Лукойл” (LKOH)

Period Number
Time
Pred_1_day
Pred_2_day
Pred_3_day
Pred_4_day
Pred_5_day
Mean Probability
02024-01-030,8589230,8610560,7745600,7211720,6805190,779246
12024-01-040,4491450,4480530,5072880,5123460,4139870,466164
22024-01-050,6269290,6646450,6828730,5289330,6189900,624474
32024-01-080,2762070,2035090,2228910,2831400,4402240,285194
42024-01-090,9810130,9387820,8849470,8605510,8878290,910624
52024-01-100,7942370,6697750,6443860,6006060,5770640,657214
62024-01-110,5426460,6763420,6669630,5542930,6087060,609790
72024-01-120,9033200,8543760,8071010,8838690,8881030,867354
82024-01-150,0051550,0416680,1125200,1380230,1810090,095675
92024-01-160,1038990,1943450,0461480,1795460,3828000,181348
102024-01-170,9389870,8927970,7887260,6178790,8707490,821828
112024-01-180,0497680,0570360,0993490,2286280,1978100,126518
122024-01-190,1627620,2703620,3119090,3725940,3811490,299755
132024-01-220,4837940,4967790,4279770,3483160,6823760,487848
142024-01-230,0192580,0423640,0879360,1514020,1889680,097986
152024-01-240,4032340,4450320,3914170,5074800,4273920,434911
162024-01-250,6845580,6983830,7035940,5658970,6793680,666360
172024-01-260,9867660,9680380,9368200,9098020,8942500,939135
182024-01-290,6295430,5762890,6291880,5664690,5140520,583108
192024-01-300,9685850,9152680,8789240,8832130,8822590,905650
202024-01-310,9596380,9001310,8536140,8464180,8755950,887079
212024-02-010,4390740,4732020,5177190,5666980,5752170,514382
222024-02-020,8808200,7930790,7529780,8064000,7752850,801712
232024-02-050,9289790,8856840,8238340,8573510,8538710,869944
242024-02-060,7596010,7298740,7050760,5758350,5589060,665858
252024-02-070,9432750,9569390,9304970,8994010,8961620,925255
262024-02-080,5128600,4489950,3433890,2550680,6180780,435678
272024-02-090,6202330,5623830,4465870,5972570,6776520,580822
282024-02-120,9846940,9636350,9366340,9055860,8976810,937646
292024-02-130,7061820,4331530,4773090,5896670,4886340,538989
302024-02-140,0722100,0675660,0952330,2121610,1771220,124858
312024-02-150,9034860,8656650,8622350,8306380,8658330,865571
322024-02-160,0072450,0609870,0938060,1537750,2532170,113806
332024-02-190,2730420,1269450,2062000,2653730,2467360,223659
342024-02-200,0178430,0352940,0325260,0927070,2803200,091738
352024-02-210,1440390,2457770,2854570,1677340,6904520,306692
362024-02-220,5785450,4893190,5504480,3937740,3831150,479040
372024-02-260,9766210,9500040,7575590,8335450,7194200,847430
382024-02-270,0788260,0449880,0530900,1532790,5053500,167107
392024-02-280,9812380,9415620,8828330,8370080,8856390,905656
402024-02-290,9559380,8567770,8463010,8649490,8577460,876342
412024-03-010,8336480,8291250,7864820,7724510,6552970,775401
422024-03-040,7837420,6532390,6208060,5569010,5203310,627004
432024-03-050,7122420,7392700,7254450,6517160,5739300,680521
442024-03-060,2989450,6380070,4058720,5819090,5502520,494997
452024-03-070,9040860,7437290,7266160,7485850,7637990,777363
462024-03-110,8470850,7715840,7083360,6781210,5939810,719821
472024-03-120,4124520,4492010,4818750,5287840,5368400,481830
482024-03-130,0301150,0433820,0962870,1334780,5115980,162972
492024-03-140,3654050,5041840,4585950,4630900,5570850,469672
502024-03-150,4424830,4999490,4381540,5922880,5995180,514478
512024-03-180,0243530,0440400,1015100,1750410,1920310,107395
522024-03-190,3809920,4229330,3833930,3773440,5371350,420359
532024-03-200,9745580,9274330,8713030,8199140,8850840,895658
542024-03-210,1905760,3617130,3871370,3205130,5237560,356739
552024-03-220,0074680,0206660,0246100,1419800,1065580,060256
562024-03-250,9656450,9360880,8361020,7855780,8510530,874893
572024-03-260,3291700,4268200,4228130,4972820,5375730,442732
582024-03-270,3821710,3604070,5326720,6342090,8409830,550088
592024-03-280,4398120,4629000,4295750,5801810,6050440,503502
602024-03-290,9685260,9349110,8618280,8662330,8869630,903692
612024-04-010,9822680,9509770,9326560,8543520,8796590,919982
622024-04-020,5354370,6037460,5754200,5278740,6197200,572439
632024-04-030,9182310,8633230,7901680,8486710,8342890,850936
642024-04-040,9520160,7736370,7954120,8298270,8197250,834123
652024-04-050,0039240,0300610,0411150,0636910,1493800,057634
662024-04-080,9829660,9501760,8801980,8533490,8646710,906272
672024-04-090,4108890,6309740,6458770,6263160,6073060,584272
682024-04-100,8361800,8255380,8284830,7464220,8549060,818306
692024-04-110,4705180,4731320,4823820,5090460,5714380,501303
702024-04-120,6364480,7479580,7263490,8309380,6960800,727555
712024-04-150,9871750,9516620,9419040,9150250,9001560,939184
722024-04-160,1775150,1129800,2094310,2682640,4167780,236994
732024-04-170,4253390,4146490,3043040,3987070,4321190,395024
742024-04-180,0098720,0204620,0322560,0583050,1349530,051170
752024-04-190,2936350,3714330,4103260,3313340,3435980,350065
762024-04-220,3679730,4881740,3782620,5139750,6019550,470068
772024-04-230,6825040,8067520,7547330,6989640,8182160,752234
782024-04-240,0730550,0556100,0983020,1554650,2882690,134140
792024-04-250,5204680,4770580,4046360,3939180,7080950,500835
802024-04-260,9815400,9346310,8663640,7380520,8884580,881809
812024-04-270,7516830,8129260,6891920,4837330,7000950,687526
822024-04-290,9547510,9280470,8845530,8636710,8721180,900628
832024-04-300,2794690,3059250,3587050,2720180,4386060,330945
842024-05-020,4972190,4985730,5637300,5002590,6129580,534548
852024-05-030,0099350,0412110,0948130,1886010,1778080,102474
862024-05-060,0721550,0717890,0920350,2551270,1864220,135506
872024-05-070,0057310,0218940,0357990,0662130,2466040,075248
882024-05-080,3696980,4230000,4369040,2924110,3599750,376398
892024-05-100,3498240,6738570,6703620,5903510,6577530,588429
902024-05-130,7040530,6558790,8504870,7336110,8807940,764965
912024-05-140,3272930,5308360,3925500,4593290,6213950,466281
922024-05-150,4780330,5134590,4580640,4541720,8085180,542449
932024-05-160,9632810,9544880,9073410,8965530,8888260,922098
942024-05-170,9651820,9488870,9268840,8932520,8900320,924847
952024-05-200,2395880,3907710,4250690,3452430,4895990,378054
962024-05-210,4847780,5062110,5458060,5050090,4643330,501227
972024-05-220,5126100,4183890,3423280,7801890,7803230,566768
982024-05-230,6280190,5953800,6443730,5349790,5337010,587290
992024-05-240,0115470,0163670,0259130,0579830,1116170,044685
1002024-05-270,0079080,0203670,0226580,0652410,2101560,065266
1012024-05-280,6936920,7849370,6988550,6259120,7077360,702226
1022024-05-290,9740530,9490410,8773850,8800020,8886800,913832
1032024-05-300,0062520,0319360,0452200,1476700,1168370,069583
1042024-05-310,0086530,0308960,0356860,1495050,1191500,068778
1052024-06-030,4586310,6951550,5820540,3911350,6328520,551965
1062024-06-040,9779680,9663480,8875140,9004660,8937340,925206
1072024-06-050,3800480,4395560,3862160,4791870,4432560,425653
1082024-06-060,1782430,4239960,3117380,4038800,5738550,378342
1092024-06-070,9756800,9313900,8904380,8785330,8937650,913961
1102024-06-100,0080000,0175620,0251900,1921910,1213270,072854
1112024-06-110,3171470,4288510,3682970,4241990,4172350,391146
1122024-06-130,0175780,0197500,0297020,1529570,2076260,085523
1132024-06-140,9744170,9549860,8972640,8792970,8928830,919769
1142024-06-170,1210650,1240590,2558940,2312030,1527030,176985
1152024-06-180,0851820,1424170,1640800,1594530,2282220,155871
1162024-06-190,1037740,4554250,3862270,2356690,4182950,319878
1172024-06-200,9856240,9721850,9487500,9174760,8954580,943899
1182024-06-210,3472150,4134410,3220620,3637880,3908180,367465
1192024-06-240,4495240,5062340,4422760,3850680,6542330,487467
1202024-06-250,9826710,9325220,8740850,8580340,8889500,907252
1212024-06-260,7732580,8283140,7649540,6353930,6447480,729333
1222024-06-270,1448220,2768790,2425560,3295530,3879880,276360
1232024-06-280,6358750,5033750,6008190,5234070,5178480,556265
1242024-07-010,9810960,9567200,9191330,8982430,8909510,929229
1252024-07-020,3926660,4537850,4564670,5039080,4559010,452545
1262024-07-030,0613400,0860160,1046100,2068350,1668220,125125
1272024-07-040,0287610,0690350,1035680,2877350,2654660,150913
1282024-07-050,9055210,9264490,8870560,8821900,8024990,880743
1292024-07-080,0335300,1046700,0988950,2617730,1590360,131581
1302024-07-090,1807830,3311660,3661260,2773310,2729630,285674
1312024-07-100,0072940,0315020,0284600,0855460,2361760,077796
1322024-07-110,9850280,9686030,9285400,9026510,8787070,932706
1332024-07-120,0727980,2003000,1627880,2171600,4221880,215047
1342024-07-150,0309410,0383080,1594650,2826650,3716470,176605
1352024-07-160,7657310,6465580,6440010,5350210,7002370,658310
1362024-07-170,1709850,3350720,3864540,4125060,2392040,308844
1372024-07-180,8338500,6217040,5154100,7357030,7118180,683697
1382024-07-190,3349990,4473430,4502800,4437970,5278500,440854
1392024-07-220,9356880,9692510,9485340,9110350,9064650,934195
1402024-07-230,3326450,5779060,4972230,3704200,4554250,446724
1412024-07-240,3200210,4158220,4663280,4020120,4998150,420800
1422024-07-250,0853240,1921140,3015100,2270930,3660670,234422
1432024-07-260,7074410,7143430,5832200,6285160,6220280,651110
1442024-07-290,0633330,1891800,1494260,3669550,4034020,234459
1452024-07-300,8258580,9252480,8895820,8143510,7942250,849853
1462024-07-310,1233390,2424840,2221960,2451930,3074900,228140
1472024-08-010,0439860,1744520,2250300,2415000,2958530,196164
1482024-08-020,4307890,6532020,6031290,5342630,5928260,562842
1492024-08-050,1520220,2476140,3624710,4410740,4134120,323319
1502024-08-060,7132760,7533770,5469700,6365920,5650990,643063
1512024-08-070,9219190,9341250,7673650,6988060,7936320,823169
1522024-08-080,0179020,0333610,1110130,1165170,1436720,084493
1532024-08-090,4750520,6357990,4855460,4322100,4179470,489311
1542024-08-120,9769670,9586390,8381250,7763850,8452880,879081
1552024-08-130,3120050,7104690,4752720,5383000,5882830,524866
1562024-08-140,0245460,0341190,0924750,1153150,1130610,075903
1572024-08-150,5809230,7548240,6453160,6027090,6223090,641216
1582024-08-160,8428220,7179180,7630270,7327590,7741150,766128
1592024-08-190,1871250,3916690,4076730,4459920,3733530,361162
1602024-08-200,5525730,6199640,5954470,5495710,6013530,583782
1612024-08-210,9787400,9633680,8832230,8510030,8779700,910861
1622024-08-220,9459020,9457290,7814880,6588690,8320690,832811
1632024-08-230,5200230,6653140,6374220,5661370,6030570,598391
1642024-08-260,9786740,9631200,8874320,8516550,8832030,912817
1652024-08-270,0272290,0677900,1494080,0916760,1440170,096024
1662024-08-280,0774330,1604870,2921340,2553050,1508650,187245
1672024-08-290,2765950,3544000,4011780,3446320,3687120,349103
1682024-08-300,0296940,0367960,0835460,1366080,1531550,087960
1692024-09-020,4457430,3540110,3015820,4188650,3775570,379552
1702024-09-030,9821530,9036150,9068630,8653370,8557790,902749
1712024-09-040,9840420,9129330,9213610,9022160,8780520,919721
1722024-09-050,5596130,5091620,5903500,6641840,6797510,600612
1732024-09-060,9857290,9201280,9267760,8912620,8663800,918055
1742024-09-090,9861010,9208140,9275630,9177490,8678210,924010
1752024-09-030,9821460,9036080,9068570,8653240,8557660,902740
1762024-09-040,9840420,9129330,9213610,9022160,8780520,919721
1772024-09-050,5596170,5091620,5903510,6641840,6797510,600613
1782024-09-060,9857340,9201290,9267790,8912990,8663820,918065
1792024-09-090,9861000,9208140,9275630,9177490,8678210,924009
1802024-09-100,0332830,2190130,2550970,2697860,3453770,224511
1812024-09-110,2689910,4710630,5183210,5676480,6093720,487079
1822024-09-120,9473980,6962170,6768860,7487690,7145620,756766
1832024-09-130,9836370,9152420,9136470,8924140,8422000,909428
1842024-09-160,9428510,6366590,6270550,7381810,6310690,715163
1852024-09-170,6694820,5940510,6139970,6602130,6708870,641726
1862024-09-180,2146900,2943190,3669280,2945200,3453490,303161
1872024-09-190,9847490,8585760,8522360,7685460,8153980,855901
1882024-09-200,9641760,7754400,7869570,7997270,7624980,817760
1892024-09-230,9109960,6886480,6518320,6680260,6571410,715329
1902024-09-240,5413990,5290560,5853230,6883090,6531050,599438
1912024-09-250,0249020,1045330,1672960,1626380,2119350,134261
1922024-09-260,5699680,5039820,5308730,5485470,5873450,548143
1932024-09-270,5608690,4686610,5675000,5640930,6135270,554930
1942024-09-300,1474800,1078410,1420940,1651800,1813110,148781
1952024-10-010,9781780,9287770,8713540,8614220,8654920,901045
1962024-10-020,0175840,0627660,0388600,0777620,1412990,067654
1972024-10-030,9699640,9008620,8490570,8630000,8455600,885689
1982024-10-040,4783490,5494210,6107340,5400980,5699940,549719
1992024-10-040,4782080,5494390,6106980,5400960,5699940,549687
2002024-10-070,3518220,7072390,7567470,5693320,6488980,606808
2012024-10-080,0262160,0819720,0787440,1608710,1925340,108067
2022024-10-090,0985840,1288930,1453150,1649420,2331640,154180
2032024-10-100,1665680,2764430,2137710,3057380,3486170,262227
2042024-10-110,1869280,2727440,2079250,2388750,372560,255806
2052024-10-140,9870570,9303570,8668410,9108580,876330,914289
2062024-10-150,9434930,7816290,7918190,8733560,8149080,841041
2072024-10-160,3190120,5391230,5659610,5365260,5836920,508863
2082024-10-170,0335650,1185120,1248560,1791790,256840,142590
2092024-10-180,9098180,7773340,7475340,6770340,7269410,767732
2102024-10-210,8839070,7770390,7608470,6054350,7576510,756976
2112024-10-220,0478760,111560,0750810,1319920,2020660,113715
2122024-10-230,2424620,2824250,249350,2510070,3627940,277608
2132024-10-240,9767550,9074970,8542150,8489790,8368260,884854
2142024-10-250,0101530,0450010,0336890,0431720,100030,046409
2152024-10-280,3875090,5855830,5783190,5590030,619170,545917
2162024-10-290,9806410,9153940,8125470,8735380,8518390,886792
2172024-10-300,0675390,2703640,2789540,2728340,3926290,256464
2182024-10-310,4324390,5067850,5862440,5504410,6191540,539013
2192024-11-010,970450,9439280,9185720,85530,8732640,912303
2202024-11-020,3813290,476240,568780,5347790,4797660,488179
2212024-11-050,4152340,4846550,8076760,6696240,7027540,615989
2222024-11-060,9233270,8857210,8215080,7190860,7158420,813097
2232024-11-070,9500280,9466470,9097030,828460,8727010,901508
2242024-11-080,4206140,5012170,5945120,5171010,5581390,518317
2252024-11-110,0119170,0930960,140,1209170,1337570,099937
2262024-11-120,3742930,4360740,3527330,2874040,4449920,379099
2272024-11-130,0246080,1225580,1712590,1966240,1978650,142583
2282024-11-140,3599030,484440,604060,5232090,4684280,488008
2292024-11-150,9826870,9609990,9248050,8762030,8847130,925881
2302024-11-180,3961750,4554650,5778370,476620,4411530,469450
2312024-11-190,0060570,0590270,1751650,0911410,1548510,097248
2322024-11-200,2327470,2866360,3056840,3121560,3711830,301681
2332024-11-210,9779970,9418920,912560,8545960,8693570,911280
2342024-11-220,3867520,5043140,5717370,5284420,5805940,514368
2352024-11-250,0091940,0607740,3341330,3359970,2916040,206340
2362024-11-260,3551070,4557170,547230,4991720,4049620,452438
2372024-11-270,3615970,5629030,7788040,7704150,7708610,648916
2382024-11-280,0793930,2363160,2073520,2910420,2884860,220518
2392024-11-290,055950,1772180,1146250,1652170,2532820,153258
2402024-12-020,0382510,1005880,1489350,302470,2859660,175242
2412024-12-030,259980,2827650,3856940,4201120,4550890,360728
2422024-12-040,4328460,5445380,4546450,3983150,5264450,471358
2432024-12-050,9842310,9430640,9456280,880450,8652190,923718
2442024-12-060,5007480,5436280,5300570,5372640,6507530,552490
2452024-12-090,9844360,9457640,9452660,8915230,8752810,928454
2462024-12-100,0267490,1973590,1473620,1548540,2584120,156947
2472024-12-110,6190280,5546280,55150,5018060,5917450,563741
2482024-12-120,0092230,0627290,0576770,0989770,1673020,079182

Примечания к таблице

Предсказанная вероятность движения цен на акции ПАО «Нефтяная компания „Роснефть“» (ROSN)

Period Number
Time
Pred_1_day
Pred_2_day
Pred_3_day
Pred_4_day
Pred_5_day
Mean Probability
02024-01-030,9715740,9330750,8658230,8530330,8859520,901891
12024-01-040,4132430,4100850,5340950,4140440,4525870,444811
22024-01-050,6904540,7131670,7155470,5206610,5766520,643296
32024-01-080,1734760,3016900,4599570,5765040,7470450,451734
42024-01-090,2694480,4026030,4148110,3934920,3786470,371800
52024-01-100,4252260,4559590,6149500,7144660,6521970,572560
62024-01-110,0122960,0250300,0334660,0846610,1311840,057327
72024-01-120,7016820,5959170,5793000,5722050,7123040,632282
82024-01-150,0060690,0180290,0310870,0778030,1126820,049134
92024-01-160,0248780,0439950,0954630,1386020,1824650,097081
102024-01-170,2074520,4428580,4751280,3010890,5900020,403306
112024-01-180,1512460,4081220,4137050,1857780,6100290,353776
122024-01-190,7421640,7409320,6510250,5655260,6283380,665597
132024-01-220,9357610,8915700,8003570,8198120,8622920,861958
142024-01-230,5945350,5198270,5769910,4786770,4617240,526351
152024-01-240,0181190,0162030,0257860,1204470,1844430,073000
162024-01-250,2601350,3938300,2956490,2561930,3463490,310431
172024-01-260,0721790,0444390,0610300,2753450,3108980,152778
182024-01-290,7304210,6945500,6180300,6730360,5723000,657667
192024-01-300,0502480,1239190,1243760,2372580,1701410,141188
202024-01-310,9421150,8711660,8231560,6536110,6918400,796378
212024-02-010,8381940,8660310,7551130,8370350,8413380,827542
222024-02-020,9843660,9593290,9208330,8746130,8912290,926074
232024-02-050,9550260,8757130,8633840,8444450,8651530,880744
242024-02-060,4278930,5417580,5950950,5382680,6261930,545841
252024-02-070,0554890,1301860,3488270,3226980,5889770,289235
262024-02-080,1748780,1537170,1679050,1560680,5212820,234770
272024-02-090,9038390,5167800,3637810,3919430,7925880,593786
282024-02-120,3837860,3856440,3337110,3691700,4037340,375209
292024-02-130,8878830,9159650,7998850,8015480,8858680,858230
302024-02-140,0930310,1733360,1214680,3686670,3441950,220139
312024-02-150,4892760,4412780,3977120,3974450,4480840,434759
322024-02-160,0051450,0145020,0258460,0507030,1235480,043949
332024-02-190,5533370,5429290,6000750,5364170,6717650,580905
342024-02-200,0055670,0125720,0226150,0464070,1500380,047440
352024-02-210,1522290,4163100,0994280,2967040,4875680,290448
362024-02-220,4294310,4823860,4703690,4778550,4696500,465938
372024-02-260,9846890,9656030,9346230,8803890,8905540,931172
382024-02-270,1142070,1360060,2444120,2511850,2981470,208791
392024-02-280,4148090,5296780,5656020,4243130,6518280,517246
402024-02-290,9852410,9634700,9288210,9069680,8949780,935896
412024-03-010,4163490,4603770,4869100,5725300,5584060,498914
422024-03-040,9254150,8941340,8368940,8553550,8487150,872103
432024-03-050,9514880,8416980,7596410,8772400,7664930,839312
442024-03-060,7408800,6985180,6650220,5559440,6130530,654683
452024-03-070,9255510,8547560,7962900,8560140,8827250,863067
462024-03-110,5324160,6414150,5845440,5495200,5770670,576992
472024-03-120,7013560,5936840,6611060,6097870,5433070,621848
482024-03-130,0384380,0554730,0770310,1738570,1634390,101648
492024-03-140,8050760,9048850,8400650,8325540,7085770,818231
502024-03-150,4860190,6393540,4574410,5476020,5205960,530202
512024-03-180,1408130,2557920,2702950,3209920,5059580,298770
522024-03-190,0072650,0173320,0270000,0590690,1055070,043235
532024-03-200,4116380,4755300,5309920,4524270,5654810,487214
542024-03-210,5078570,6251580,4922930,5953310,5312070,550369
552024-03-220,0080680,0153570,0234520,1123860,1032460,052502
562024-03-250,5160270,5255850,5429470,5889790,6713490,568977
572024-03-260,0551290,0526010,0667670,1048340,1580670,087480
582024-03-270,1728040,3707610,3654200,4106890,5647820,376891
592024-03-280,9865440,9516560,9139970,9006530,8699710,924564
602024-03-290,6594570,6390950,6812360,6044900,6305510,642966
612024-04-010,9484790,9058140,8692540,8174580,6635090,840903
622024-04-020,9745250,9373490,8695560,8609740,8879400,906069
632024-04-030,9508940,8945790,8136650,8548230,8654760,875887
642024-04-040,5836540,5086710,6394620,4985360,5088090,547826
652024-04-050,1016270,2187000,4212380,4277690,8754840,408964
662024-04-080,3098970,2865310,2624150,5242670,5057210,377766
672024-04-090,0120590,0330970,0477140,1087230,1501760,070354
682024-04-100,9400600,8992970,7769920,7916970,7477760,831164
692024-04-110,8382230,8059050,7553380,6360380,6375310,734607
702024-04-120,8934540,7987690,7567920,8141470,6583990,784312
712024-04-150,9874500,9713150,9459310,9135080,8984250,943326
722024-04-160,6487760,4962840,6315750,5587930,6304220,593170
732024-04-170,0344440,0433040,1898290,2390800,3142090,164173
742024-04-180,0855750,2088730,2637180,2780700,2693480,221117
752024-04-190,8568160,8703010,8013000,8264790,7080250,812584
762024-04-220,0741410,1801790,2602020,2114240,3111130,207412
772024-04-230,1445780,2858360,2215200,2731800,4278710,270597
782024-04-240,0412650,0364400,0377380,1257500,1913470,086508
792024-04-250,7945740,9054870,7978500,7678470,7156970,796291
802024-04-260,7360150,7223430,6305560,6112580,4692090,633876
812024-04-270,5624520,5459200,4361490,3833790,6593460,517449
822024-04-290,9428800,8530330,8572430,8644860,8509040,873709
832024-04-300,2621850,3069150,2371260,2695690,4407700,303313
842024-05-020,5738670,5547380,6385920,5457340,5542310,573432
852024-05-030,2002770,4505170,4349550,3045270,5373800,385531
862024-05-060,0229400,0350350,0308200,1663370,1440590,079838
872024-05-070,7220050,7313430,6208670,6352320,6026170,662413
882024-05-080,0739330,1742230,1743620,2882860,2097680,184114
892024-05-100,5041830,4886930,4482560,5395310,5339000,502913
902024-05-130,9829540,9613230,9171800,8741800,8897800,925083
912024-05-140,6667970,6657310,4480110,6159840,6916520,617635
922024-05-150,9487210,9518510,8906000,8911320,8944410,915349
932024-05-160,0233880,0465400,1000890,2469590,4421920,171834
942024-05-170,4290180,4386480,4704720,5202400,5265770,476991
952024-05-200,4330190,4745280,4696170,6741820,5537820,521026
962024-05-210,9359770,8895000,7811430,7856930,8388970,846242
972024-05-220,7893900,7735110,6835610,8028670,5939760,728661
982024-05-230,0781070,1870410,1996360,2873800,3204910,214531
992024-05-240,0093310,0146610,0241310,0482950,1066570,040615
1002024-05-270,0733180,0657360,0751450,2007230,3447060,151926
1012024-05-280,1371750,2751680,4620700,2488660,7400120,372658
1022024-05-290,6659140,6566540,5485140,5597520,6543160,617030
1032024-05-300,0054930,0133490,0261500,0619170,1856820,058518
1042024-05-310,0427410,1609460,0375930,1675150,4143190,164623
1052024-06-030,8219600,7798120,6073530,5961070,6951470,700076
1062024-06-040,8983070,3478070,4179810,4076840,7752890,569414
1072024-06-050,0728370,0610440,1091340,3002770,1849440,145647
1082024-06-060,5525250,5608430,5764950,4592530,6541170,560647
1092024-06-070,9802340,9612910,9352670,9104620,8924850,935948
1102024-06-100,0096820,0185630,0251520,1693760,1082290,066200
1112024-06-110,4076240,4474580,4693200,5219980,4955490,468390
1122024-06-130,0561040,0739180,0989370,5992700,2373100,213108
1132024-06-140,7878780,9018690,8483330,6862600,7201800,788904
1142024-06-170,7898390,7409510,6535190,5825010,5804780,669458
1152024-06-180,0045870,0208780,0347260,0662840,1661980,058535
1162024-06-190,0225630,1035500,0240740,0871400,3270250,112870
1172024-06-200,9865810,9729620,9496750,9186930,8929460,944171
1182024-06-210,1294350,1816600,1885470,2591060,3889030,229530
1192024-06-240,3278580,4105170,3778950,3775970,4660760,391989
1202024-06-250,9745850,9478380,8822910,8696180,8879240,912451
1212024-06-260,6166190,7349130,7216210,5903500,6622340,665147
1222024-06-270,2078460,4318350,3868930,2806790,4857040,358591
1232024-06-280,9687410,8850320,8547550,8472900,8788080,886925
1242024-07-010,9701340,9202300,8835840,8653480,8850330,904866
1252024-07-020,2895170,1982990,2636110,4411040,4209850,322703
1262024-07-030,7110990,6328470,6633680,5189240,5797440,621196
1272024-07-040,0083510,0208990,0326200,0672990,1200680,049847
1282024-07-050,3058150,3609610,3496340,3753120,3952760,357400
1292024-07-080,1986500,2793900,3685450,3766360,4513670,334918
1302024-07-090,0036790,0157860,0253460,0591590,1486200,050518
1312024-07-100,0706780,1822690,0927790,2395220,5215290,221355
1322024-07-110,9850310,9541700,8904130,8747860,8466660,910213
1332024-07-120,5236720,5584190,6399040,5964030,6744150,598563
1342024-07-150,0044090,0130580,0265560,0998170,1619180,061152
1352024-07-160,9611730,9212250,7180630,7757610,7356720,822379
1362024-07-170,2487780,3123410,3256000,3211230,3163740,304843
1372024-07-180,6804780,6603810,6590940,5989510,6848390,656749
1382024-07-190,7393940,7301230,6988540,7556910,6465530,714123
1392024-07-220,8663620,8503210,7869430,7563130,7372640,799441
1402024-07-230,6490750,6903470,5747490,5734850,5278340,603098
1412024-07-240,6680250,6691870,5862800,6204230,6008580,628955
1422024-07-250,8792860,7518030,8001240,7560890,7436310,786187
1432024-07-260,0220510,0898020,2535030,2238520,2014100,158124
1442024-07-290,0974720,2535660,2587790,3282110,3270960,253025
1452024-07-300,9261120,9674690,9359500,8451430,8475710,904449
1462024-07-310,4728330,5465780,5591760,5562870,4941750,525810
1472024-08-010,0150170,0518310,0833910,1739550,1640800,097655
1482024-08-020,3311290,4306870,4580430,4842190,5283780,446491
1492024-08-050,0351200,0464240,2044760,2310610,1625280,135922
1502024-08-060,6469500,5961030,5681000,6290190,6796350,623961
1512024-08-070,9786900,9628930,8797360,8480270,8744680,908763
1522024-08-080,1209470,1853890,4045760,2900660,3720330,274602
1532024-08-090,5333750,8166550,5243850,5123670,5357620,584509
1542024-08-120,1214070,1964030,2430110,2802130,2282430,213855
1552024-08-130,5611130,7230120,4057080,4988820,4906650,535876
1562024-08-140,0379540,0310440,0627790,0337290,0926370,051629
1572024-08-150,3731190,2570700,4156980,3273400,4335230,361350
1582024-08-160,9058550,7086540,8016790,7610450,7814880,791744
1592024-08-190,3073880,4008050,4095280,3999700,5399710,411532
1602024-08-200,5229820,5427470,5480480,4578300,5487670,524075
1612024-08-210,7641140,9098950,7302480,6186280,7649700,757571
1622024-08-220,6886060,4761400,6853670,6754190,6771720,640541
1632024-08-230,9041440,9495020,7374440,7537540,7909100,827151
1642024-08-260,9744400,9550120,8788520,8157120,8716850,899140
1652024-08-270,0214440,0323010,0926960,0705010,0946270,062314
1662024-08-280,5277770,6695850,6064050,5809590,6088590,598717
1672024-08-290,9710530,9620510,8790010,8392200,8749690,905259
1682024-08-300,0279820,0481090,0681510,0540610,1012120,059903
1692024-09-020,0217270,0496510,1037830,1042370,1811570,092111
1702024-09-030,9738670,8809590,8487930,8308330,8092590,868742
1712024-09-040,9648640,7753660,8368740,8590840,8006180,847361
1722024-09-050,6643370,5281630,5989770,6826760,7213240,639095
1732024-09-060,9532920,7322710,8256470,7957170,7229460,805975
1742024-09-090,9861470,9241340,9300440,9191580,8728820,926473
1752024-09-030,9738670,8809580,8487910,8308340,8092590,868742
1762024-09-040,9648640,7753700,8368740,8590840,8006180,847362
1772024-09-050,6643150,5281630,5989800,6826750,7213230,639091
1782024-09-060,9533180,7322950,8257100,7957250,7229440,805998
1792024-09-090,9861470,9241340,9300440,9191580,8728820,926473
1802024-09-100,0259350,1084340,1460280,1781490,2472130,141152
1812024-09-110,2061180,4534150,3264770,3326340,4122360,346176
1822024-09-120,9858810,9207420,9255810,9059280,8724210,922111
1832024-09-130,9810140,8001250,7550860,7074680,7895180,806642
1842024-09-160,9827370,8810350,9034990,8744220,8345990,895258
1852024-09-170,6192730,5262120,5849970,5745670,6575210,592514
1862024-09-180,0931800,1222160,2162700,2620440,2102720,180796
1872024-09-190,5836190,4982550,5949100,6282200,6339090,587783
1882024-09-200,9856010,9194240,9274890,8944220,8684370,919075
1892024-09-230,5245470,4485230,4844640,5007390,5955230,510759
1902024-09-240,1321680,1421340,2629020,2109660,2891130,207457
1912024-09-250,0247220,0903490,1563090,1541000,1965180,124400
1922024-09-260,6662380,5034880,5964910,6021160,6287080,599408
1932024-09-270,2138310,2554520,2662510,3127700,3428970,278240
1942024-09-300,5056840,2653550,2681210,2931110,3248500,331424
1952024-10-010,6786110,8123170,6316660,5797590,7232040,685111
1962024-10-020,0111330,0629780,0551180,1235010,1734890,085244
1972024-10-030,3462900,2795480,4468770,3691780,3834780,365074
1982024-10-040,8879240,7468770,7596570,7725830,7105030,775509
1992024-10-040,8883050,7468110,759710,7726240,7106910,775628
2002024-10-070,9455150,8506460,8201570,7644040,798450,835834
2012024-10-080,1539690,160450,2577030,285480,3644060,244402
2022024-10-090,0120890,0561420,0561360,0739170,1639920,072455
2032024-10-100,5640430,284370,2833190,5871090,4693930,437647
2042024-10-110,0179090,0467450,0365620,1467880,1779890,085199
2052024-10-140,9069410,63730,7092640,767290,6822630,740612
2062024-10-150,9136790,4503570,6823310,7178740,6339490,679638
2072024-10-160,1960430,3483930,2983170,2441150,3721370,291801
2082024-10-170,011220,0526310,0420030,0636060,1414150,062175
2092024-10-180,6098170,5874480,6402730,592460,611180,608236
2102024-10-210,0124390,0538760,0400850,0676360,1411350,063034
2112024-10-220,0818420,2227920,2955550,2942710,3637710,251646
2122024-10-230,0652640,2137070,2662150,3846770,457390,277451
2132024-10-240,5498720,5305040,6276890,5391280,5469670,558832
2142024-10-250,010420,0546130,0453780,0466260,1392310,059254
2152024-10-280,1276590,2507740,1673520,1795420,3829040,221646
2162024-10-290,9706790,8086120,8122250,8937190,7927780,855603
2172024-10-300,0683610,2440360,2381840,2097580,3255080,217169
2182024-10-310,0296860,1483570,1329840,0912020,2790480,136255
2192024-11-010,9798090,9522030,916970,865380,8795920,918791
2202024-11-020,9772940,9298490,9143690,859020,8766110,911429
2212024-11-050,5708520,5269070,6187960,5485820,5885230,570732
2222024-11-060,9788340,9451720,9168030,8615760,8780640,916090
2232024-11-070,9676760,9162090,9096250,853310,8640320,902170
2242024-11-080,6529010,6937960,6607070,5909090,5548650,630636
2252024-11-110,6763940,7098360,6496230,6078550,588960,646534
2262024-11-120,014080,1002360,2051330,3405410,2371410,179426
2272024-11-130,402050,4918380,5779270,5018910,5213730,499016
2282024-11-140,0209160,0971190,1673020,1532010,2370250,135113
2292024-11-150,9822020,9581190,9200660,8732690,8791190,922555
2302024-11-180,3203010,4108150,3373170,2691610,3303180,333582
2312024-11-190,0226610,1365340,5502120,2321860,2630050,240920
2322024-11-200,1355470,2455440,2296290,3209050,3547920,257283
2332024-11-210,9264460,9017890,7862850,6831370,773780,814287
2342024-11-220,5309710,4982290,5604430,5217380,4115760,504591
2352024-11-250,0135230,0847450,2077130,179690,1481180,126758
2362024-11-260,2984320,4028170,2813810,3227220,3004160,321154
2372024-11-270,9826610,9613980,9178640,8714560,8847370,923623
2382024-11-280,4641910,4564860,4744850,5029160,5637030,492356
2392024-11-290,337270,4952260,8538180,6558920,7471750,617876
2402024-12-020,8420890,7599940,8229490,769480,7235070,783604
2412024-12-030,7153230,5588060,5257690,5968310,627480,604842
2422024-12-040,0087930,0215460,0404750,0850530,1167780,054529
2432024-12-050,9800110,9208920,8853570,8329690,794150,882676
2442024-12-060,4481580,4978610,5061590,5322740,5562630,508143
2452024-12-090,7717860,6192770,6994760,6609110,6472760,679745
2462024-12-100,0126040,1742840,1546230,1626410,2548580,151802
2472024-12-110,9036330,7170180,8872290,7119050,7080740,785572
2482024-12-120,2434790,254850,2293920,2672130,3641830,271823

Примечания к таблице

Предсказанная вероятность движения цен на акции ПАО “Банк ВТБ” (VTBR)

Period Number
Time
Pred_1_day
Pred_2_day
Pred_3_day
Pred_4_day
Pred_5_day
Mean Probability
02024-01-030,8002630,7732050,6882620,7058490,7860420,750724
12024-01-040,6856080,6757680,6908320,6924530,6768010,684292
22024-01-050,8747150,8577790,7478320,7664730,8322340,815807
32024-01-080,7976320,7142900,6570460,7944980,7337620,739446
42024-01-090,3275400,4985260,5040860,5076190,5608210,479718
52024-01-100,0094430,1224890,1520680,1850320,4104200,175890
62024-01-110,9328120,9257660,8122770,8707900,8458520,877499
72024-01-120,1910950,4451010,3935210,4714720,4144740,383133
82024-01-150,1689030,4195770,4336620,4745620,3410300,367547
92024-01-160,9223640,8131650,6971380,6655250,8180000,783238
102024-01-170,7872650,6284770,6096010,7317400,4455520,640527
112024-01-180,1711450,2924420,3166850,2257760,2524650,251703
122024-01-190,8666950,8790270,7935780,7742100,8232000,827342
132024-01-220,7852600,8295430,7443750,7891960,8223630,794147
142024-01-230,1299850,2792060,2903850,2690580,3212110,257969
152024-01-240,0861560,1764890,2207620,2358000,2207110,187984
162024-01-250,7726610,8339020,7692190,8278740,7936480,799461
172024-01-260,1186080,1752710,2385260,2293030,2619590,204733
182024-01-290,7543140,7895640,6872160,6697930,7646600,733109
192024-01-300,8080220,7883000,7396900,7863980,7903650,782555
202024-01-310,4427830,7084710,6027260,5015520,5600030,563107
212024-02-010,4022960,4227370,4828250,5216030,4776830,461429
222024-02-020,2093020,1060650,1110040,3242720,2531570,200760
232024-02-050,5571550,4198300,5250340,4158960,4213260,467848
242024-02-060,2096360,3574920,4155500,4110900,3274630,344246
252024-02-070,9739180,9449930,9025990,9087000,8754800,921138
262024-02-080,0389290,0322040,0713460,0645070,1124300,063883
272024-02-090,8886560,8018490,7681400,5961870,8676760,784502
282024-02-120,9094860,8915120,8108950,8131780,8704450,859103
292024-02-130,2964530,3236530,2144790,3265550,2874710,289722
302024-02-140,8081880,7364710,6930160,7234190,7290420,738027
312024-02-150,2922900,1947100,1500240,3825860,2146230,246847
322024-02-160,0324590,0531850,0960270,1236470,1442710,089918
332024-02-190,9827560,9625700,9115450,9003190,8615200,923742
342024-02-200,0321220,0256360,0911040,1811820,1947280,104954
352024-02-210,1494430,1773830,3397760,1774290,6741750,303641
362024-02-220,6690890,6018400,6440720,3762140,3537030,528984
372024-02-260,9577130,8994610,6949830,5643850,8154470,786398
382024-02-270,1945910,2827720,2857550,2620010,3734710,279718
392024-02-280,1420750,2972350,3692750,3742970,4359560,323768
402024-02-290,9510770,8726790,8279220,8641820,8652770,876227
412024-03-010,9116800,8148270,7184350,7766670,8406800,812458
422024-03-040,7688050,7311530,6526510,5788970,7267440,691650
432024-03-050,0754420,1454430,1889310,2221730,2032960,167057
442024-03-060,1405240,2034680,2647470,3171300,3814220,261458
452024-03-070,1310570,2578600,3459070,3533930,2550920,268662
462024-03-110,7468490,7717610,7111350,7654860,7103680,741120
472024-03-120,6401810,6551230,6453500,5938510,6334230,633586
482024-03-130,8907190,8460350,8672360,7700520,8603070,846870
492024-03-140,1008840,1892260,3487950,2716900,1723860,216596
502024-03-150,9396660,8756790,7370810,7472220,8687890,833687
512024-03-180,0811040,0726220,1268750,2420570,2424640,153024
522024-03-190,2138780,4246240,3243380,3044420,4481380,343084
532024-03-200,8681680,8720440,7644630,8187580,8178060,828248
542024-03-210,2761320,2963530,3639000,3372100,5161240,357944
552024-03-220,2742810,0452020,0378910,1641700,1408420,132477
562024-03-250,9409410,8578810,7860370,7941420,7337160,822543
572024-03-260,3062950,4247900,4188610,4723350,4589050,416237
582024-03-270,7669890,7059020,5094380,4755780,7034230,632266
592024-03-280,2088960,7186290,4415200,8372970,7681640,594901
602024-03-290,9515850,8694220,7909870,7916880,8549090,851718
612024-04-010,9429770,9113130,7782760,8149420,8230570,854113
622024-04-020,9400480,8337260,7564750,7860660,8174580,826755
632024-04-030,9007460,7745290,6811400,7768090,7156830,769781
642024-04-040,8037650,6655400,6268180,7140050,7062430,703274
652024-04-050,1240360,1957660,2291560,1986500,2824420,206010
662024-04-080,9559650,8970050,8075070,8764950,8368800,874770
672024-04-090,0717630,1447940,2348450,2116060,2021780,173037
682024-04-100,7778030,8809380,7781960,7653650,8551490,811490
692024-04-110,1665010,3414540,2970450,3757520,3189860,299948
702024-04-120,7314340,8158700,7178920,8402780,8751750,796130
712024-04-150,1855230,3621080,4001300,3430200,4814790,354452
722024-04-160,5022610,4506290,5957050,5347250,4182580,500316
732024-04-170,4554680,5493360,5282690,5419880,6148860,537989
742024-04-180,5353810,6668810,6910790,7579390,7989290,690042
752024-04-190,3013850,4603230,4604410,5415930,5919080,471130
762024-04-220,7808690,5928750,6228140,6442610,7912710,686418
772024-04-230,0231550,0636190,1069080,1606630,2024440,111358
782024-04-240,1130140,2084350,2898550,2785380,3264800,243264
792024-04-250,9218640,8499350,7725370,7358840,8009240,816229
802024-04-260,1078920,1754410,3167310,2994100,2988600,239667
812024-04-270,1915760,0887310,2069090,2318480,1556720,174947
822024-04-290,8911610,8961120,7857870,7470740,8129910,826625
832024-04-300,3071030,2483960,3813660,2441020,2252940,281252
842024-05-020,1039200,1842520,2218290,2008170,2283950,187843
852024-05-030,0803410,2453470,2828400,2624460,3312950,240454
862024-05-060,7542760,8095800,7626370,7784170,8110200,783186
872024-05-070,6460850,6844440,6488110,6500370,6574160,657359
882024-05-080,5563220,7272140,7359230,6597550,7039190,676627
892024-05-100,7107870,6413280,6163350,7489160,8735760,718188
902024-05-130,5018620,6596490,6103270,4230680,4581020,530602
912024-05-140,0947840,1702230,1218620,4905290,3317020,241820
922024-05-150,9769160,9182460,7696720,7527330,8781380,859141
932024-05-160,6510220,4961770,4621770,4926730,6418130,548772
942024-05-170,1320670,1888820,2688040,3094890,1829550,216439
952024-05-200,0766470,0489070,0455800,0801860,1604820,082360
962024-05-210,1909350,4169460,4296480,3424670,4908100,374161
972024-05-220,7931050,7310930,6995300,8070890,6089430,727952
982024-05-230,8569780,8246210,7315950,7738940,8165810,800734
992024-05-240,0341420,0509590,1032920,1925270,2546310,127110
1002024-05-270,1005440,2161710,0529150,1470560,5983590,223009
1012024-05-280,2360100,4296260,2017830,3581000,3943020,323964
1022024-05-290,9551330,8417880,7556000,8416750,8049410,839827
1032024-05-300,0726840,0620960,1755410,1899110,2371730,147481
1042024-05-310,0961510,3013510,3725800,4075300,5070600,336934
1052024-06-030,9655640,8499130,7338600,7631020,8021280,822913
1062024-06-040,9814770,7863350,6592210,5479950,7806600,751138
1072024-06-050,1636230,3002340,3691550,3773210,2854260,299152
1082024-06-060,7245610,6468320,6469020,6072570,6992270,664956
1092024-06-070,9793320,9485000,8839150,9009150,8851460,919562
1102024-06-100,0869860,3105960,2677050,4686760,4806800,322929
1112024-06-110,0736590,1482560,2944250,2501990,1914110,191590
1122024-06-130,9568400,9308790,8285710,8580710,8514540,885163
1132024-06-140,7530010,7339870,5415230,6150540,5975400,648221
1142024-06-170,9522120,8931570,8258180,8235960,8498460,868926
1152024-06-180,0260410,0840560,1225690,0932500,1698690,099157
1162024-06-190,0835170,0673080,0979840,1714640,2425520,132565
1172024-06-200,9847880,9670250,9378170,9025420,8785100,934136
1182024-06-210,0795020,1635220,1744320,2158650,2105750,168779
1192024-06-240,8772470,7980570,7415980,7538100,7827390,790690
1202024-06-250,9638760,9389720,8588710,8893890,8571710,901656
1212024-06-260,9458490,8857230,7320030,8173330,8471090,845603
1222024-06-270,0446910,1192310,1680180,2316940,3710260,186932
1232024-06-280,3338060,4753980,4740260,4899220,6247000,479570
1242024-07-010,7823850,6881470,6329040,7412560,6700530,702949
1252024-07-020,1559260,3594130,4169690,4420520,2623710,327346
1262024-07-030,1084620,3147930,3742160,2731440,3695580,288035
1272024-07-040,7783800,8739370,8202360,8017130,8201640,818886
1282024-07-050,0848530,2813420,3356670,2806350,3418210,264864
1292024-07-080,6566190,7088310,6294700,7658120,6445690,681060
1302024-07-09------
1312024-07-10------
1322024-07-11------
1332024-07-12------
1342024-07-150,9874230,9666720,8576290,8161960,8693620,899456
1352024-07-160,0439400,1775300,0256850,0719330,2296440,109746
1362024-07-170,4110540,6656530,6449700,6203560,5720380,582814
1372024-07-180,9756640,9518260,8531710,8868490,8854240,910587
1382024-07-190,4545130,5342420,6041940,4928770,5335650,523878
1392024-07-220,8970560,6763200,7740290,7601830,6481820,751154
1402024-07-230,6494200,6953250,5949510,6140300,6763730,646020
1412024-07-240,3680530,5050680,4014690,5186050,4609340,450826
1422024-07-250,3826290,4427470,4212880,3967190,3921050,407098
1432024-07-260,0189350,0781440,1754900,1800260,2250090,135521
1442024-07-290,0189350,0781440,1754900,1800260,2250090,135521
1452024-07-300,9375080,9732540,9546480,9125950,9088690,937375
1462024-07-310,3355210,4837750,5002720,5231750,4585540,460259
1472024-08-010,8316320,8050180,6970360,6655860,6908000,738014
1482024-08-020,4726040,6612090,6109840,5761920,6415200,592502
1492024-08-050,0576000,1193900,2724660,2401830,2245820,182844
1502024-08-060,9418580,9327230,6566920,7170830,7203340,793738
1512024-08-070,9738980,9606150,8741620,8305190,8716090,902161
1522024-08-080,0428050,0906500,2584400,2733370,2279180,178630
1532024-08-090,5368180,7824300,5163770,5025840,5234410,572330
1542024-08-120,8790690,8979130,8386590,7432370,8136860,834513
1552024-08-130,9398420,9510950,8645320,8138130,8694860,887754
1562024-08-140,1632310,2216700,4101850,3337600,3937910,304527
1572024-08-150,3898210,4971900,5483870,5935250,6264910,531083
1582024-08-160,0490210,1614510,2397290,2296530,1614860,168268
1592024-08-190,6984960,9123110,6427810,6515200,6298420,706990
1602024-08-200,9043430,9071700,6907830,7260030,7253760,790735
1612024-08-210,8652130,9451990,8231600,7829450,8212820,847560
1622024-08-220,0174610,0277240,0662940,0362860,0935270,048258
1632024-08-230,3812080,3036510,4054320,3534280,4062290,369990
1642024-08-260,9763760,9616150,8772130,8319720,8780760,905050
1652024-08-270,0148150,0257700,0663630,0357540,0962950,047799
1662024-08-280,6301290,7442890,4707410,5521270,5081500,581087
1672024-08-290,0665210,0941050,2493520,2164140,2470670,174692
1682024-08-300,0185000,0386540,0755180,1283290,1456510,081330
1692024-09-020,3380980,2667420,3022890,2285520,3489280,296922
1702024-09-030,5236100,3465180,4462670,4781670,5298830,464889
1712024-09-040,9839580,8720120,8244400,8597190,7791840,863863
1722024-09-050,0567050,1830090,2289220,2764080,3350530,216019
1732024-09-060,3661970,5753670,5950110,6241250,6181630,555773
1742024-09-090,9861480,9250470,9302000,9206990,8837400,929167
1752024-09-030,5236510,3465210,4462640,4781620,5298480,464889
1762024-09-040,9839580,8720030,8244340,8596880,7791590,863848
1772024-09-050,0567530,1830380,2289580,2765040,3350830,216067
1782024-09-060,3661740,5753310,5950230,6241420,6181570,555765
1792024-09-090,9861480,9250460,9302010,9207010,8837530,929170
1802024-09-100,0278170,1128120,1549420,1726550,2435960,142364
1812024-09-110,0643280,2493530,1927770,2614340,2743130,208441
1822024-09-120,3702320,3190860,4252700,4553500,4313730,400262
1832024-09-130,9774280,8498130,8545820,7786580,8404070,860178
1842024-09-160,9313720,7463370,7224670,7590550,7072620,773299
1852024-09-170,9841200,9107300,9136810,8816330,8694960,911932
1862024-09-180,0329030,1088570,1822900,1595990,1996510,136660
1872024-09-190,9411760,7497160,7913900,8271210,7450670,810894
1882024-09-200,9800570,8834070,8929640,8659560,8481920,894115
1892024-09-230,9854830,9156270,9230160,8845480,8700900,915753
1902024-09-240,6888230,4809670,5949130,6441550,6700470,615781
1912024-09-250,0352510,1168120,2326680,1625070,2153600,152520
1922024-09-260,5203380,5139130,5972360,5793650,6094880,564068
1932024-09-270,1711780,2651110,3093590,3457410,3750900,293296
1942024-09-300,0410410,1172800,1646170,1761230,2450270,148818
1952024-10-010,2000230,2722380,3326680,3110860,3705800,297319
1962024-10-020,1526230,2561460,3274040,3254420,4953140,311386
1972024-10-030,9578800,8872610,8377710,8690100,8373610,877857
1982024-10-040,1710540,2644730,2746160,2124590,3481210,254145
1992024-10-040,1710750,2644830,2746260,2124670,3481290,254156
2002024-10-070,1984250,2850290,3037240,2750730,4330640,299063
2012024-10-080,1240270,1567880,205760,2606580,2775390,204954
2022024-10-090,9894330,9349780,875650,926580,8777710,920882
2032024-10-100,0251160,073870,1120010,1469840,182610,108116
2042024-10-110,3173670,26040,2145980,2249840,3362150,270713
2052024-10-140,9669680,8934620,853460,8107190,8548070,875883
2062024-10-150,6678770,6843330,6354410,6676540,6478660,660634
2072024-10-160,0414260,0552560,0703570,1451490,1903810,100514
2082024-10-170,0693960,1338670,1727180,1845840,3245840,177030
2092024-10-180,9314640,7467870,7862540,7495140,7228070,787365
2102024-10-210,9539920,7014330,7780490,725560,8101330,793833
2112024-10-220,952060,3811910,6834020,7576990,6826490,691400
2122024-10-230,459760,4937640,5919440,5624820,6608010,553750
2132024-10-240,9447620,8583930,8428770,8111790,7863820,848719
2142024-10-250,0102170,0478970,0353890,0442750,0997440,047504
2152024-10-280,065960,1929920,1208340,0780520,5753970,206647
2162024-10-290,6632140,2722650,2713760,4761030,3655440,409700
2172024-10-300,0409970,1591690,167590,1827330,2437090,158840
2182024-10-310,3879440,4590650,3979480,3857250,3404550,394227
2192024-11-010,9750040,9528050,886220,7959840,8646090,894924
2202024-11-020,8678090,8040230,8256560,7211890,7236740,788470
2212024-11-050,9319050,809730,7714990,726630,7179440,791542
2222024-11-060,9777110,9324810,9179230,8630710,8657980,911397
2232024-11-070,9725640,9422320,9205960,869130,873320,915568
2242024-11-080,9391360,834480,7884690,7232690,7716570,811402
2252024-11-110,9670570,8974050,8871150,8208670,8209260,878674
2262024-11-120,0516320,196010,2398850,2406690,2520530,196050
2272024-11-130,0382690,1531330,1463770,1736420,2387340,150031
2282024-11-140,2012520,4205320,2536950,2972550,4055840,315664
2292024-11-150,9822190,9553490,922090,8739190,8813060,922977
2302024-11-180,0880280,201780,1967340,2163650,2596890,192519
2312024-11-190,1111770,153540,3227450,2440940,3322830,232768
2322024-11-200,1541020,2292450,2823380,3549990,4065650,285450
2332024-11-210,8175130,7270230,7343570,6531750,6621740,718848
2342024-11-220,006540,0628410,0617630,0631940,121760,063220
2352024-11-250,0167190,0801120,0963230,1835830,2022690,115801
2362024-11-260,5822440,4413180,6298760,5352750,3621910,510181
2372024-11-270,9593710,9422170,7574670,6447510,8142550,823612
2382024-11-280,0294840,1751520,2102490,2348190,2367290,177287
2392024-11-290,5153230,5870270,6706430,570160,4242670,553484
2402024-12-020,1048360,3673940,3989280,3454530,488140,340950
2412024-12-030,0109790,0202260,0526120,134770,1341720,070552
2422024-12-040,2949110,5229490,5618080,4197820,5685820,473606
2432024-12-050,9466040,8815890,8099890,7252210,7506990,822820
2442024-12-060,8468090,7606010,7348020,7270180,6866090,751168
2452024-12-090,9657120,9199940,7926770,7730190,7902540,848331
2462024-12-100,0717370,2480230,2483280,2201730,2685660,211365
2472024-12-110,9790790,9271160,9264970,8408010,8148250,897664
2482024-12-120,057310,191940,2368840,2488530,2372460,194447

Примечания к таблице

Примечания к таблицам

ПараметрОписание
Pred_1_dayПредсказанная вероятность роста цены акции на 1 торговый день вперед
Pred_2_day Предсказанная вероятность роста цены акции на 2 торговых дня вперед
Pred_3_day Предсказанная вероятность роста цены акции на 3 торговых дня вперед
Pred_4_day Предсказанная вероятность роста цены акции на 4 торговых дня вперед
Pred_5_day Предсказанная вероятность роста цены акции на 5 торговых дня вперед
Mean ProbabilityСредневзвешенная вероятность роста цены акции на ближайшие 5 торговых дней
Predicted Cases (UP)Доля предсказанных случаев роста цен по отношению к общему числу реальных случаев роста цен акций
ErrorsКоличество случаев, которые были предсказаны с ошибкой (наблюдается фактическое падение цены акции, когда был наоборот прогноз на рост цены)
Date FromДата, от который был произведен прогноз
Date ToДата, на которую был сформирован прогноз
Источник: Расчеты автора
]]> Демонстрационные сентимент данные по рынкам США и РФ https://senti-way.ru/rus_usamarkets/ Fri, 29 Dec 2023 23:35:26 +0000 https://senti-way.ru/?p=165
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Значения метрик сентимента по ПАО “Сбербанк России” (SBER)

Day Number
Date
DIVO
All_log_sent
MDivMkt
MFD_Log_Sent
MFD_NegS
MFD_PosS
Pulse_Log_Sent
Pulse_NegS
Pulse_PosS
SL_Log_Sent
SL_NegS
SL_PosS
SLDivMkt
TDivMkt
105.10.201900,305430,000370-1-10110,91629110,833460,00003
206.10.20190-0,231050,000050-1-1-0,69315010110,000060,48272
307.10.201900,3979700-1-10,40547010,78846110,606580,15841
408.10.201900,270310,000620-1-10,40547010,40547110,155250,15445
509.10.201900,706750,000020-1-10,91629011,20397111,427350,81437
610.10.201900,693150,000040-1-11,38629010,69315110,465391,89779
711.10.201900,114590,000080-1-10,5108301-0,16705110,029090,25365
812.10.20190,443750,401320,046870,22314110,69315010,28768110,081530,4506
913.10.201900,231050,00010110010,69315110,470670,0005
1014.10.20190-0,021510,000020110,4054701-0,47110,22630,15845
1115.10.20190,491379310,608550,000830,0339111,60944010,18232110,031082,54197
1216.10.20190,4565217390,349310,02750,17247110,69315-100,18232110,028620,46541
1317.10.20190,204106280,213030,031190,18232110,69315-11-0,23639110,060010,46544
1418.10.20190,3067292640,660330,103440,3285111,50408010,14842110,019912,2271
1519.10.2019-0,642857143-0,449980,301560,5596211-1,0986101-0,81093110,651581,21348
1620.10.201900,46210,000070110011,38629111,883050,00016
1721.10.201900,585950,000050111,60944010,14842110,019842,54394
1822.10.201900,491970,000050110,69315010,78276110,593820,46482
1923.10.201900,135160,000040110,40547000110,000090,15528
2024.10.201900,282430,000060-1-10,40547010,44183110,184390,15804
2125.10.201900,489690,000040-1-10,22314011,24594111,51880,04748
2226.10.201900,074380,000070-1-10010,22314110,048120,0006
2327.10.201900,46210,000140-1-10011,38629111,891190,00008
2428.10.201900,286730,000040-1-10,69315010,16705110,025930,47099
2529.10.201900,543810,000040-1-10,69315010,93827110,865830,47001
2630.10.20190,3415178570,562430,003120,06062111,46634010,16034110,022562,12185
2731.10.2019-0,2265765770,065090,08960,3059411-0,55962110,44895110,195960,32149
2801.11.201900,5134800110,8473110,69315110,46450,70905
2902.11.201900,2310500110,69315110110,000080,44764
3003.11.201900,4330900110,69315110,60614110,361760,44876
3104.11.201900,8796900110,69315111,94591113,741680,46374
3205.11.201900,6486400-1-11,09861010,8473110,68941,18072
3306.11.201900,6931500-1-11,94591-110,13353110,015463,74642
3407.11.201900,5555300-1-11,50408-110,16252110,02262,23451
3508.11.201900,5013600-1-11,09861010,40547110,153441,18963
3609.11.20190-0,2310500-1-1-0,69315010110,000070,50311
3710.11.201900,231050,000040-1-10,69315010110,000410,46568
3811.11.201900,757870,000060-1-11,38629010,8873110,767271,89846
3912.11.2019-0,2068627450,299310,236970,4924811-0,28768110,69315110,461480,08743
4013.11.201900,165030,00008011-0,13353110,62861110,382910,01941
4114.11.201900,503120,000040110,51083110,99853110,980230,25522
4215.11.20190,0053908360,316360,062450,25593110,22314110,47110,214460,04807
4316.11.201900,044510,014640,133531101101100,00049
4417.11.2019-0,666666667-0,266170,332890,5877911-0,6931511-0,69315110,486440,50416
4518.11.2019-0,1690647480,381710,468130,69315110010,45199110,189820,00003
4619.11.20190,4144144140,44760,110480,33951111,7917601-0,78846110,643883,18143
4720.11.2019-0,2043551090,094350,020470,1495311-0,55962110,69315110,465680,32025
4821.11.20190,047197640,678880,220830,47849110,40547111,15268111,306890,16279
4922.11.20190,0212765960,151870,00844-0,08338110110,539110,279930,00001
5023.11.2019000,000230110010110,000340,00029
5124.11.201900,36620,000180111,09861000110,000131,12321
5225.11.20190-0,231050,00011011-0,69315000110,000060,49405
5326.11.201900,46210,00010110,69315010,69315110,460610,47376
5427.11.201900,252560,000080-1-10,28768110,47110,215460,07884
5528.11.201900,323590,000080-1-10,18232110,78846110,605220,02963
5629.11.201900,217980,000070-1-1-0,18232110,83625110,686490,03423
5730.11.201900,095890,000070-1-10,28768110110,000070,07345
5801.12.201900,462100-1-11,38629110110,000341,85696
5902.12.20190-0,109500-1-1-0,91629110,58779110,335770,83959
6003.12.201900,154770,000090-1-1-0,45199110,91629110,819850,20282
6104.12.201900,9933300-1-12,0149110,96508110,908924,02826
6205.12.201900,3877200-1-10,33647110,82668110,665040,10814
6306.12.201900,4766600-1-10,81093110,61904110,370180,65
6407.12.20190000-1-10110110,000030,00001
6508.12.201900,135160,000090-1-10,40547110110,000050,1479
6609.12.201900,401320,000090-1-10,98083110,22314110,045140,94536
6710.12.201900,193010,000050-1-10,15415110,42488110,176720,0221
6811.12.201900,082290,000090-1-10,4711-0,22314110,053620,21435
6912.12.20190-0,010260,000090-1-1-0,31845110,28768110,078280,10349
7013.12.201900,184020,000050-1-10,40547110,1466110,020430,15962
7114.12.2019000,000160-1-10110110,000070
7215.12.2019000,000080-1-10110110,000120,00011
7316.12.201900,340550,000060-1-10,51083110,51083110,259380,25671
7417.12.201900,31850,000090-1-10,69315010,26236110,064020,47011
7518.12.201900,474680,000090-1-11,09861110,32542110,100571,18532
7619.12.201900,225960,000110-1-10,16705110,51083110,24640,02601
7720.12.201900,147280,000050-1-10,847311-0,40547110,172140,7114
7821.12.201900,46210,000170-1-11,38629110110,000291,88909
7922.12.2019000,000050-1-10110110,000080,00007
8023.12.20190,4715909090,62220,06314-0,24362111,70475110,40547010,156232,86946
8124.12.2019-0,005050505-0,179940,000160,019811001-0,55962000,318420,00002
8225.12.2019-0,224489796-0,448760,001050,0400111-0,6931511-0,69315100,488530,48859
8326.12.20190,243827160,374240,000210,0241110,69315110,40547110,155440,47259
8427.12.20190,1287037040,055910,00047-0,0146110,4054711-0,22314110,051730,16042
8528.12.20190,4313725490,319620,065730,2657110,69315110110,000060,44444
8629.12.20190,10,879693,719851,94591110,69315010110,000060,43908
8730.12.20190,1504559270,381710,057220,25131110,69315010,20067110,035060,47546
8831.12.20190,250,536480,796020,91629110,69315010110,000410,44195
8901.01.20200,5833333330,135160,09032-0,28768110,69315-1000100,44764
9002.01.2020-0,0714285710,324480,076680,2803110000,69315010,46720,00057
9103.01.20200,1291666670,235410,021150,1466110,55962010010,000250,29939
9204.01.20200,4965517240,370740,000080,01361111,09861010-1-10,000331,1483
9305.01.20200,5094339620,524130,00162-0,03704111,60944010-1-10,000262,46874
9406.01.20200,231023102-0,331910,06665-0,25378110,5108301-1,252760-11,599330,24622
9507.01.20200,0632183910,270310,160240,40547110,405470100-10,000160,15454
9608.01.20200,1885964910,310520,052040,23841110,847301-0,15415100,026380,69697
9709.01.20200,2622222220,477540,247030,50391111,5040801-0,57536110,338812,22604
9810.01.20200,2661971830,566010,285880,54057111,6094401-0,45199110,212812,55189
9911.01.20200,4769230770,491970,006850,08961110,69315010,69315110,46780,44286
10012.01.2020-0,0530973450,301490,041640,21131110010,69315110,473270,00024
10113.01.20200,1705882350,351510,01190,11626110,69315010,24512110,057510,46148
10214.01.20200,1214559390,065860,00206-0,04082110,4054711-0,16705110,029950,15472
10315.01.20200,0824769430,431470,072680,27721110,57536110,44183110,187580,32122
10416.01.20200,2026143790,347810,085620,29898110,9808311-0,23639110,05910,94142
10517.01.20200,243750,569840,046990,22314111,09861110,38777110,143491,18371
10618.01.202000,549550,370280,61904110111,02962111,037810,00001
10719.01.20200,070,693150,468870,69315110,69315110,69315110,483970,45723
10820.01.20200,251,013820,403090,64355111,70475010,69315110,468912,85739
10921.01.20200,1390644750,341260,085480,29783110,7884601-0,06252110,004650,60368
11022.01.20200,3621794870,320,002090,05064111,3862901-0,47692110,23241,90695
11123.01.2020-0,006993007-0,009640,03110,18049110,1335311-0,34294110,120320,01635
11224.01.20200,1350877190,183750,014740,12516110,5596211-0,13353110,020180,30722
11325.01.20200,50,36620,000030111,09861110110,000031,14036
11426.01.20200,30,640320,015170,12921111,09861110,69315110,470131,15948
11527.01.20200,014388489-0,22110,0036-0,0571611011-0,60614110,369470
11628.01.20200,164358820,314270,059030,24965110,8109311-0,11778110,015920,65012
11729.01.2020-0,1384615380,21990,306660,55962110110,10008110,008290,0001
11830.01.20200,064030132-0,181450,0015-0,03352110,1823211-0,69315110,484190,03121
11931.01.2020-0,157509158-0,342710,00162-0,0363711-0,5596211-0,43213110,188660,31967
12001.02.20200,2608695651,31340,856350,94446111,60944111,38629111,882792,53663
12102.02.20200,5542168670,295350,04538-0,21256111,3862911-0,28768110,08881,85481
12203.02.20200,1017029330,327970,203280,45506110,6931511-0,1643110,027980,47027
12304.02.20200,1666666670,393730,109610,33389110,8473110110,000030,70383
12405.02.20200,5250,613180,00966-0,09531111,79176010,1431110,01893,1856
12506.02.20200,075261780,265080,03650,19753110,45199110,14571110,0190,19769
12607.02.20200,1066997520,347150,020720,15234110,55962110,32948110,104960,30458
12708.02.20200,1809523810,603370,184660,44183110,91629110,45199110,197580,80784
12809.02.20200,1144278610,204370,041830,20764110,40547110110,000030,14418
12910.02.20200,0948275860,383540,395850,63516110,6931511-0,17768110,032690,46659
13011.02.20200,1742424240,662660,087960,30228111,0116110,6741110,441241,00077
13112.02.20200,0571725570,682420,289970,54654110,69315110,80756110,629030,46339
13213.02.20200,2760695190,930070,151560,39665111,60944110,78412110,598232,5605
13314.02.20200,1046966730,505170,185780,43937110,78846110,28768110,080250,60753
13415.02.20200,1944444440,605690,038870,20764110,69315110,91629110,823480,45603
13516.02.20200,0769230770,719833,446351,8718110,6931511-0,40547110,174410,45167
13617.02.20200,2488167680,528710,081660,29424111,3217611-0,02985110,001661,70317
13718.02.2020-0,049504950,02250,036770,1967111011-0,12921110,016880,00005
13819.02.20200,4084507041,17860,128380,36511112,70805110,46262110,206997,27359
13920.02.20200,2068111460,339540,049490,23018111,0296211-0,24116110,060371,04482
14021.02.20200,2565217390,546270,02810,17247111,17865110,28768110,078311,37987
14122.02.20200,3039215690,440590,009540,10536111,09861110,11778110,01341,18038
14223.02.20200,250,46210,470850,69315110,693150101100,47038
14324.02.2020-0,315021459-0,177090,003450,0595911-0,91629110,32542110,098310,85542
14425.02.20200,0529319170,276420,068360,26381110,44183110,12361110,013730,19209
14526.02.2020-0,131877023-0,052420,0360,192911-0,3101511-0,04001110,002080,09558
14627.02.20200,167543860,123020,00518-0,06959110,5596211-0,12095110,01570,31237
14728.02.20200,0829931970,187160,00440,06759110,37949110,11441110,012430,14385
14829.02.20200,2435897440,033750,09156-0,30421110,40547110110,000010,15267
14901.03.20200,551724138-0,025460,04099-0,19416110,6931511-0,57536110,332870,46944
15002.03.2020-0,030,195520,099340,31952110,19106110,07599110,005260,03326
15103.03.20200,0843049330,157030,003390,06224110,35667110,05219110,001990,12162
15204.03.20200,1333798880,269160,00121-0,03315110,45199110,38866110,146210,19747
15305.03.2020-0,1025210080,063960,002940,0560911-0,31845110,45426110,199260,10541
15406.03.2020-0,1059609250,234070,258330,51335110,08004110,1088110,010960,00634
15507.03.20200,113268608-0,02580,040250,2103110,4054711-0,69315110,478370,15415
15608.03.20200,1368653420,331080,012530,11778110,40547110,47110,214690,15226
15709.03.20200,0989156310,290330,015860,12953110,48551110,25593110,063870,2369
15810.03.2020-0,0516129030,238280,127310,36772110,18805110,15906110,024350,03331
15911.03.20200,0213036570,177320,000620,03209110,11123110,38866110,146210,01176
16012.03.2020-0,0376623380,401270,260830,51834110,35937110,32609110,103340,12929
16113.03.2020-0,0650864330,102550,001710,043311-0,21256110,47692110,222020,0453
16214.03.20200,5135135140,545610,00316-0,05264111,60944110,08004110,006172,53809
16315.03.2020-0,308139535-0,037780,046620,2231411-0,69315110,35667110,122670,48788
16416.03.2020-0,1897879030,056030,052640,232511-0,51988110,45548110,202270,26823
16517.03.20200,0224598930,30540,093480,31099110,3939110,21131110,043290,15555
16618.03.20200,146054750,39550,023560,15593110,74721110,28336110,07820,55662
16719.03.20200,0750,261070,009430,09946110,39204110,29171110,081330,15418
16820.03.2020-0,087984863-0,037990,003920,0658111-0,27625110,09646110,008680,07404
16921.03.20200,2447368420,19620,000310,02062110,6931511-0,12516110,014950,474
17022.03.20200,13750,482580,193630,44629110,8473110,15415110,024430,6971
17123.03.20200,0832309580,17370,013670,12095110,4418311-0,04167110,00210,19378
17224.03.20200,1668860610,158340,00433-0,06252110,5947111-0,05716110,003630,35201
17325.03.20200,00625-0,013010,00074-0,0248511011-0,01418110,000180,00002
17426.03.20200,2044168390,263880,00424-0,06137110,75769110,09531110,008220,5731
17527.03.20200,0302544580,362710,210130,46204110,57808110,04801110,001860,33409
17628.03.20200,0196078430,460140,334060,58192110,51083110,28768110,080270,2481
17729.03.20200,0049019610,547950,417310,65059110,40547110,58779110,330170,16256
17830.03.20200,0361579410,496030,307910,55962110,69315110,23531110,0530,48115
17931.03.2020-0,0634146340,329440,156430,3996110,13976110,44895110,194110,01852
18001.04.202000,208050,000130110,28768110,33647110,109220,08317
18102.04.2020-0,138372093-0,269380,00272-0,0459911-0,5877911-0,17435110,030970,34634
18203.04.20200,1111111110,445480,192150,44469110,8473110,04445110,001670,71064
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18910.04.20200,1972222220,544430,007860,09531110,89794110,64004110,400410,79866
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19617.04.20200,2380952380,51110,007760,09382111,04145110,39803110,152051,08082
19718.04.2020-0,0354609930,734870,655310,81831110,40547110,98083110,938140,14993
19819.04.20200,150,902682,246491,50408111,7917611-0,58779110,346623,11757
19920.04.2020-0,0256302520,201990,090080,30228110,18232110,12136110,013540,03089
20021.04.20200,070600414-0,101940,02232-0,14842110,1251611-0,28257110,081050,01515
20122.04.20200,0875374970,42110,029160,1748110,48551110,603110,351260,23442
20223.04.20200,059978190,123630,001570,04546110,25131110,07411110,004450,0596
20324.04.2020-0,0158730160,252290,077720,28425110,20067110,27193110,06880,03857
20425.04.20200,0614035090,440590,158580,40547110,40547110,51083110,245180,15611
20526.04.20200,3333333330,961750,426310,65678111,60944110,61904110,371382,50158
20627.04.20200,0715408810,379470,042830,21197110,45199110,47446110,218610,19775
20728.04.20200,1159615380,381060,008290,09531110,53063110,51726110,259020,27385
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21102.05.20200,116347570,130910,148570,39273110,6931511-0,69315110,489190,44773
21203.05.2020-0,107954545-0,317550,185560,4336411011-1,38629111,921810,00011
21304.05.2020-0,1052631580,292940,519650,73089110,2876811-0,13976110,021660,07953
21405.05.20200,403469080,72710,004810,07771111,8718110,2318110,051373,44887
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21708.05.20200,3388278390,376130,00081-0,02151111,3862911-0,23639110,058861,90172
21809.05.20200,4117647060,343210,1060,33647110,69315110110,000230,47145
21910.05.202000,693150,472930,69315110111,38629111,921810,0002
22011.05.20200,0816326530,255350,004380,07291110,28768110,40547110,155220,06899
22112.05.20200,1258581240,33850,007340,09531110,57536110,34484110,113010,32277
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22415.05.2020-0,0034191930,427890,121760,35555110,3285110,59962110,349230,10253
22516.05.20200,0833333330,56990,401220,64185110,69315110,37469110,133990,46612
22617.05.20200,3578947371,189170,314830,57179111,38629111,60944112,514641,87643
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22819.05.20200,1256354390,288390,003470,06496110,56909110,23111110,049350,3097
22920.05.2020-0,0179728320,280450,074380,2789110,20067110,36179110,125280,03773
23021.05.20200,0715053760,096070,00829-0,08516110,18232110,19106110,03370,03097
23122.05.2020-0,0178343950,45380,219220,47409110,35667110,53063110,268620,1224
23223.05.20200,2692307690,671630,818560,91629111,09861110110,000231,15005
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23627.05.20200,0379901960,258350,008650,09716110,22314110,45474110,198490,04682
23728.05.20200,0892857140,186850,01217-0,10629110,24116110,42567110,174480,05384
23829.05.2020-0,257838284-0,186220,037260,1967111-0,81093110,05557110,002590,66906
23930.05.20200,4444444440,783790,030930,18232111,94591110,22314110,046113,68796
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24101.06.20200,0233918130,420510,044330,22006110,28768110,75377110,547880,07438
24202.06.20200,0896381580,386830,003130,06188110,40547110,69315110,466430,1572
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24404.06.2020-0,0257668710,408850,252630,50759110,38946110,32948110,105410,14889
24505.06.2020-0,0323010320,175340,005080,0769611-0,04879110,49784110,240420,0028
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25010.06.20200,0062893080,385080,417290,65176110,6061411-0,10265110,011040,35849
25111.06.2020-0,0393955750,30810,069860,27193110,11123110,54113110,282090,01254
25212.06.2020-0,0862068970,474680,102520,32542110111,09861111,192650,00002
25313.06.20200,350,491970,30280,55962111,0986111-0,18232110,035781,16673
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25515.06.20200,0101867570,093460,002930,06372110,09531110,12136110,012970,00749
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25717.06.20200,1318114870,197280,105310,32948110,7884611-0,52609110,281240,6035
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26020.06.20200,2236842110,665730,009850,10008110,69315111,20397111,402550,46061
26121.06.20200,4090909090,648640,108890,33647111,38629110,22314110,045591,84761
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26323.06.20200,2581967210,335160,00154-0,03226110,95551110,08224110,005880,89315
26424.06.20200,50,81280,000010111,94591010,49248110,239573,7315
26525.06.2020-0,0267175570,071790,010370,10616110110,1092110,010320,00006
26626.06.20200,2344961240,310020,003430,06156110,9555111-0,08701110,009370,89847
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26828.06.20200,440,746020,047870,22314111,09861110,91629110,827171,16059
26929.06.20200,3400709220,779650,010510,10536111,54045110,69315110,467842,34365
27030.06.20200,3216666670,642260,030120,17869111,54045010,20764110,040862,34465
27101.07.20200,3611111110,593570,275310,539111,6094401-0,36772110,1412,50953
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27303.07.20200,1927272730,593440,095530,31015111,09861110,37156110,132481,1854
27404.07.2020-0,079185520,351370,098420,31652110110,7376110,525230,00047
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28010.07.2020-0,0712328770,342280,470560,69315110,3566711-0,02299110,000650,12217
28111.07.20200,3529411760,421230,318580,57054111,3862911-0,69315110,48261,82692
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28515.07.20200,3440441420,422790,000010,00837111,3862911-0,12629110,017051,89942
28616.07.2020-0,0519125680,107970,04030,20613110110,11778110,012040,00013
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28818.07.202000,356810,703720,8473110110,22314110,049390,00044
28919.07.20200,1666666670,591140,334640,58779111,09861110,08701110,007681,16655
29020.07.20200,3330115830,424770,03762-0,18721111,09861110,36291110,12651,18422
29121.07.20200,4400871460,321780,12604-0,35198111,5686211-0,25131110,065652,42882
29222.07.20200,1073732720,369670,017990,14036110,51083110,45783110,201570,25091
29323.07.20200,4578313250,85580,026190,16705112,07944110,32091110,099874,26593
29424.07.2020-0,0073891630,096520,000720,02927110110,26028110,064940,00002
29525.07.20200,2857142860,391350,01942-0,13815110,69315110,61904110,366010,44681
29626.07.202000,282430,022720,15415110110,69315110,463270,00113
29727.07.20200,2550284630,312880,001070,03822111,0296211-0,12921110,018151,0344
29828.07.20200,0067340070,445190,261130,51726110,47110,34831110,115730,21597
29929.07.20200,120370370,828190,260450,51726110,98083110,98649110,951820,94467
30030.07.20200,1305555560,336640,092080,309110,8109311-0,11110,012870,65207
30131.07.20200,3095190980,363450,00038-0,01212111,3121911-0,20972110,045881,69538
30201.08.2020-0,0552884620,201180,134790,37469110,13353110,09531110,007050,01384
30302.08.20200,4242424240,557990,078110,28768111,386291101101,84029
30403.08.20200,0876347140,312460,032630,18232110,52325110,2318110,052140,25871
30504.08.20200,3166666670,75640,003730,06614111,38629110,81676110,640171,88515
30605.08.20200,1301958910,392730,006910,08701110,57536110,51581110,256710,31894
30706.08.20200,2676258990,342950,014320,12783111,1786511-0,27763110,081191,3738
30807.08.2020-0,0593505040,367690,305250,55962110,30228110,24116110,054570,08767
30908.08.20200,240,99171,072141,04982111,09861110,82668110,663291,17679
31009.08.20200,5045871560,642630,00045-0,01802111,38629110,55962110,300791,87148
31110.08.20200,0101351350,561710,209070,46135110,47110,75377110,552820,21085
31211.08.20200,1086956520,438890,000060110,42286110,89382110,778350,1727
31312.08.2020-0,0164241620,012450,01239-0,1053611-0,16908110,31178110,095770,02913
31413.08.20200,20895990,19310,09679-0,3083110,51988110,36772110,131560,26389
31514.08.20200,2147783250,122570,11984-0,34229110,49644110,21357110,043350,23956
31615.08.20200,225490196-0,767530,0513-0,22314110,4054711-2,48491116,164890,1562
31716.08.2020-0,266666667-0,199120,127090,3677211-0,4054711-0,55962110,318010,18416
31817.08.20200,098765432-0,329020,22408-0,4660911-0,0689911-0,45199110,20580,00633
31918.08.20200,1826923080,161920,001030,03774110,6931511-0,24512110,061460,47078
32019.08.20200,2166666670,672550,104010,3285111,22378110,46536110,209571,48541
32120.08.20200,0572467060,155120,035540,19237110,4168911-0,14389110,020920,17053
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32423.08.20200,2307692311,268891,187031,09861111,79176110,91629110,82933,17941
32524.08.20200,1593137250,782550,241290,49996111,22867110,61904110,372981,47537
32625.08.2020-0,0076923080,246020,030920,18232110,15028110,40547110,158520,02136
32726.08.20200,0390378010,456240,11560,34687110,50391110,51794110,257260,24663
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33029.08.2020-0,0192307690,961131,013091,0116110,69315111,17865111,35440,46162
33130.08.2020-0,0153846150,60720,18280,43532110,28768111,09861111,198190,07776
33231.08.20200,1370035190,468050,148340,39148110,95551110,05716110,002680,90223
33301.09.20200,1158333330,748990,167130,41689110,865110,96508110,912340,73441
33402.09.2020-0,2961538460,653941,91,38629110,19416110,38137110,143850,03557
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33705.09.2020-0,1135135140,226630,001910,0512911-0,28768110,91629110,823780,08292
33806.09.2020-0,1645161290,220270,062010,2553511-0,28768110,69315110,483430,08455
33907.09.20200,1498169530,385750,067660,26627110,89097110110,000020,77876
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34210.09.2020-0,0195140860,407460,241030,49644110,40547110,32047110,101120,16214
34311.09.20200,0331061340,188090,104180,3293110,4462911-0,21131110,047810,19499
34412.09.2020-0,5350877190,046050,017210,1381511-1,09861111,09861111,157161,24263
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34816.09.2020-0,0761904760,239470,144860,38777110,09097110,23967110,054860,00664
34917.09.2020-0,1493703860,446930,390890,63252110,03922110,66905110,438450,00112
35018.09.20200,1134429950,481850,05090,23361110,69315110,51879110,262510,46779
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19227.1.20250,406250,72301800112,014903110,154151110,01983,9948
19238.1.20250,1979830,5160510,05840,247836111,128465110,17185110,02681,2364
19249.1.20250,2135020,6137580,01580,130053111,049822110,661398110,42551,0796
192510.1.20250,0304410,3573930,1710,419854110,557015110,09531110,00790,2991
192611.1.20250,1408830,1840230,0206-0,141079110,405465110,287682110,07480,1535
192712.1.20250,3272730,5069340,1157-0,336472110,940983110,916291110,83540,8664
192813.1.20250,317040,2444660,0593-0,241162111,10809111-0,133531110,01991,2014
192914.1.20250,2818810,2478790,0015-0,033902111,20039511-0,422857110,18371,4091
193015.1.20250,0796170,4020250,06920,268264110,60134110,336472110,10830,3482
193116.1.20250,1906010,6202590,1210,352821111,239691110,268264110,06671,5068
193217.1.20250,2021390,9382590,10990,336472111,379694111,098612111,1851,8743
193318.1.20250,1818180,9010320,21330,470004111,430746110,802346110,62692,1937
193419.1.20250,4666670,3446910,2692-0,510826111,321756110,223144110,04441,7031
193520.1.20250,745562-0,1755133,8001-1,94591111,059997110,359374110,12281,1001
193621.1.20250,2142860,39947800110,899942110,298493110,08380,7901
193722.1.20250,1422620,5245670,13170,367725111,017923110,188052110,03251,0138
193823.1.20250,0494940,4950610,4760,693147111,1509811-0,358945110,13331,3025
193924.1.20250,0634620,383660,1070,336472110,664976110,149532110,02020,4296
194025.1.2025-0,2142861,0896750,47550,693147011,189584111,386294111,91611,3736
194126.1.20250,1923080,447540,00010110,767255110,575364110,32290,5735
194227.1.20250,0529660,4849350,16220,405465110,730888110,318454110,09560,5185
194328.1.20250,0227270,4316480,25630,510826NaNNaN0,784119NaNNaN0NaNNaN00,5971
194429.1.20250,0904760,976620,3040,559616NaNNaN1,117481NaNNaN1,252763NaNNaN1,54151,2166
194530.1.20250,2163160,7441480,0420,211309NaNNaN1,188224NaNNaN0,832909NaNNaN0,68231,379
194631.1.20250,0842010,5028710,18480,435318NaNNaN0,81093NaNNaN0,262364NaNNaN0,06440,6419

Примечания к таблице

Метрика Описание
All_log_sentСредний уровень сентимента по трем инвестиционным онлайн-платформам Tinkoff Pulse, SmartLab, MFD (сумма логарифмических отношений всех позитивных сообщений к негативным, разделенная на количество платформ (т.е. 3 платформы))
MDivMktразница между общерыночной дивергенцией мнений по платформе MFD и дивергенцией мнений по акциям SBER (дивергенция рассчитывается как разность между долей политивных сообщений и долей негативных сообщений).
SLDivMktразница между общерыночной дивергенцией мнений по платформе SmartLab и дивергенцией мнений по акциям SBER (дивергенция рассчитывается как разность между долей политивных сообщений и долей негативных сообщений)
TPDivMktразница между общерыночной дивергенцией мнений по платформе Tinkoff Pulse и дивергенцией мнений по акциям SBER (дивергенция рассчитывается как разность между долей политивных сообщений и долей негативных сообщений).
MFD_Log_Sentобщий уровень сентимента по акциям SBER на платформе MFD (логарифм отношения суммы позитивных сообщений к негативным).
Pulse_Log_Sentобщий уровень сентимента по акциям SBER на платформе Tinkoff Pulse (логарифм отношения суммы позитивных сообщений к негативным).
SL_Log_Sent общий уровень сентимента по акциям SBER на платформе SmartLab (логарифм отношения суммы позитивных сообщений к негативным).
MFD_PosS, SL_PosS, Pulse_PosSсигналы об изменении количества позитивных сообщений (1 – если позитивных сообщений было в 2 раза больше, чем за предыдущие 5 дней суммарно, -1 – если сообщений было в 2 раза меньше, чем за предыдущие 5 дней суммарно, 0 – во всех иных случаях).
MFD_NegS, SL_NegS, Pulse_NegSсигналы об изменении количества негативных сообщений (1 – если негативных сообщений было в 2 раза больше, чем за предыдущие 5 дней суммарно, -1 – если сообщений было в 2 раза меньше, чем за предыдущие 5 дней суммарно, 0 – во всех иных случаях).

Основные биржевые характеристики акций ПАО “Сбербанк России” (SBER)

Date Number
Time
Close Price
Open Price
Volume
Return_Close
Return_Open
MA_5
EMA_5
101.10.2019226,49227,5529870590-0,0054-0,0042227,89151,92
202.10.2019223,50226,0542441848-0,0133-0,0066226,97151,31
303.10.2019224,08223,60383680400,0026-0,0109225,97150,64
404.10.2019222,76224,9032222650-0,00590,0058224,91149,94
507.10.2019227,55223,13401555120,0213-0,0079224,88149,92
608.10.2019226,03227,7731019500-0,00670,0206224,78149,86
709.10.2019227,70226,03397141200,0074-0,0077225,62150,42
810.10.2019228,50227,89317170900,00350,0082226,51151,01
911.10.2019230,31229,50374972400,00790,0070228,02152,01
1014.10.2019228,40230,2934628680-0,00830,0034228,19152,13
1115.10.2019229,40228,78307637500,0044-0,0066228,86152,57
1216.10.2019231,00229,05392140000,00700,0012229,52153,01
1317.10.2019233,50230,70460076200,01080,0072230,52153,68
1418.10.2019235,55233,20427293520,00870,0108231,57154,38
1521.10.2019234,94236,0028457490-0,00260,0119232,88155,25
1622.10.2019239,77235,02402988880,0204-0,0042234,95156,63
1723.10.2019239,57239,2034655408-0,00080,0176236,67157,78
1824.10.2019242,78239,63403847680,01330,0018238,52159,01
1925.10.2019240,00242,5249789040-0,01150,0120239,41159,61
2028.10.2019237,03240,5039049352-0,0125-0,0084239,83159,89
2129.10.2019240,11237,10414941400,0129-0,0142239,90159,93
2230.10.2019239,51239,6943597180-0,00250,0109239,89159,92
2331.10.2019234,89240,7060316780-0,01950,0042238,31158,87
2401.11.2019236,40235,35392292800,0064-0,0225237,59158,39
2505.11.2019238,53239,60436916320,00900,0179237,89158,59
2606.11.2019239,02238,42334092200,0021-0,0049237,67158,45
2707.11.2019242,50238,11446894880,0145-0,0013238,27158,85
2808.11.2019240,17241,4230570360-0,00970,0138239,32159,55
2911.11.2019241,50239,00271416300,0055-0,0101240,34160,23
3012.11.2019239,87241,9035518512-0,00680,0121240,61160,41
3113.11.2019237,21238,9131448020-0,0112-0,0124240,25160,17
3214.11.2019237,50237,62343307520,0012-0,0054239,25159,50
3315.11.2019240,00237,90306968900,01050,0012239,22159,48
3418.11.2019237,45240,5732959720-0,01070,0112238,41158,94
3519.11.2019239,25237,60291358800,0076-0,0124238,28158,85
3620.11.2019237,78238,6028102170-0,00620,0042238,40158,93
3721.11.2019237,15237,4424654430-0,0027-0,0049238,33158,88
3822.11.2019238,13236,59335706880,0041-0,0036237,95158,63
3925.11.2019237,98238,6817558180-0,00060,0088238,06158,71
4026.11.2019235,00238,0858341360-0,0126-0,0025237,21158,14
4127.11.2019234,22235,2621885350-0,0033-0,0119236,50157,66
4228.11.2019235,20234,20188556900,0042-0,0045236,11157,40
4329.11.2019233,98234,6527285350-0,00520,0019235,28156,85
4402.12.2019233,77234,5928216350-0,0009-0,0003234,43156,29
4503.12.2019230,66233,4926687260-0,0134-0,0047233,57155,71
4604.12.2019231,59230,72243145500,0040-0,0119233,04155,36
4705.12.2019231,71231,89232105800,00050,0051232,34154,89
4806.12.2019235,14232,00332861700,01470,0005232,57155,05
4909.12.2019237,04235,50317740400,00800,0150233,23155,49
5010.12.2019237,91236,60360989120,00370,0047234,68156,45
5111.12.2019240,32237,81441678480,01010,0051236,42157,62
5212.12.2019241,05242,00361746480,00300,0175238,29158,86
5313.12.2019241,21242,00331637500,00070,0000239,51159,67
5416.12.2019241,45242,48256241800,00100,0020240,39160,26
5517.12.2019241,60241,80338415200,0006-0,0028241,13160,75
5618.12.2019246,20241,30557654880,0189-0,0021242,30161,53
5719.12.2019244,00246,2059951760-0,00900,0201242,89161,93
5820.12.2019244,71244,60329577500,0029-0,0065243,59162,39
5923.12.2019248,80244,71239968100,01660,0005245,06163,37
6024.12.2019248,67248,8021062040-0,00050,0166246,48164,32
6125.12.2019248,04248,997921260-0,00250,0008246,84164,56
6226.12.2019248,24248,20129890800,0008-0,0032247,69165,13
6327.12.2019252,06248,55319827600,01530,0014249,16166,11
6430.12.2019254,75252,10431573600,01060,0142250,35166,90
6503.01.2020255,00255,99358518400,00100,0153251,62167,75
6606.01.2020253,90254,7522348300-0,0043-0,0049252,79168,53
6708.01.2020259,15253,57408172400,0205-0,0046254,97169,98
6809.01.2020257,99259,4038329020-0,00450,0227256,16170,77
6910.01.2020258,19257,86188513900,0008-0,0060256,85171,23
7013.01.2020262,40258,30258550100,01620,0017258,33172,22
7114.01.2020259,05262,5031125740-0,01290,0161259,36172,90
7215.01.2020256,31258,4949361792-0,0106-0,0154258,79172,53
7316.01.2020257,51257,11402467680,0047-0,0054258,69172,46
7417.01.2020262,50258,20449142880,01920,0042259,55173,04
7520.01.2020266,28263,20297977100,01430,0192260,33173,55
7621.01.2020268,06265,50380820880,00670,0087262,13174,75
7722.01.2020266,54268,7244282488-0,00570,0121264,18176,12
7823.01.2020263,73264,6440604168-0,0106-0,0153265,42176,95
7924.01.2020265,49264,50273401000,0067-0,0005266,02177,35
8027.01.2020255,32261,0056453368-0,0391-0,0133263,83175,89
8128.01.2020257,70257,00481373600,0093-0,0154261,76174,50
8229.01.2020259,94258,40350479400,00870,0054260,44173,62
8330.01.2020257,31258,0031769340-0,0102-0,0016259,15172,77
8431.01.2020252,20258,5047921560-0,02010,0019256,49171,00
8503.02.2020253,99251,80527284600,0071-0,0263256,23170,82
8604.02.2020255,40255,30497863600,00550,0138255,77170,51
8705.02.2020255,20255,8950756568-0,00080,0023254,82169,88
8806.02.2020252,11256,5043615980-0,01220,0024253,78169,19
8907.02.2020254,30253,10502266320,0086-0,0133254,20169,47
9010.02.2020252,26254,5535220688-0,00810,0057253,85169,24
9111.02.2020254,50253,75794547280,0088-0,0032253,67169,12
9212.02.2020254,50255,40525233000,00000,0065253,53169,02
9313.02.2020253,89253,6236730840-0,0024-0,0070253,89169,26
9414.02.2020251,75254,4030017380-0,00850,0031253,38168,92
9517.02.2020251,36252,5026429380-0,0016-0,0075253,20168,80
9618.02.2020249,20250,0736365952-0,0086-0,0097252,14168,09
9719.02.2020249,70250,37257988900,00200,0012251,18167,45
9820.02.2020250,15250,03307173600,0018-0,0014250,43166,95
9921.02.2020250,80248,35277629300,0026-0,0067250,24166,83
10025.02.2020245,19247,9841055780-0,0226-0,0015249,01166,01
10126.02.2020250,80244,75677578480,0226-0,0131249,33166,22
10227.02.2020242,88247,5058240400-0,03210,0112247,96165,31
10328.02.2020233,36235,001,25E+08-0,0400-0,0518244,61163,07
10402.03.2020228,17238,931,02E+08-0,02250,0166240,08160,05
10503.03.2020236,63233,00836539520,0364-0,0251238,37158,91
10604.03.2020235,27234,1354274672-0,00580,0048235,26156,84
10705.03.2020232,33237,0057083760-0,01260,0122233,15155,43
10806.03.2020219,99228,001,04E+08-0,0546-0,0387230,48153,65
10910.03.2020201,20197,992,45E+08-0,0893-0,1411225,08150,06
11011.03.2020194,53202,001,38E+08-0,03370,0201216,66144,44
11112.03.2020175,91185,151,98E+08-0,1006-0,0871204,79136,53
11213.03.2020198,60175,002,63E+080,1213-0,0564198,05132,03
11316.03.2020195,85194,001,74E+08-0,01390,1031193,22128,81
11417.03.2020184,01195,001,84E+08-0,06240,0051189,78126,52
11518.03.2020174,27179,001,55E+08-0,0544-0,0856185,73123,82
11619.03.2020189,51178,501,87E+080,0838-0,0028188,45125,63
11720.03.2020195,69198,621,71E+080,03210,1068187,87125,24
11823.03.2020183,37188,001,58E+08-0,0650-0,0550185,37123,58
11924.03.2020192,64193,301,05E+080,04930,0278187,10124,73
12025.03.2020188,08196,381,88E+08-0,02400,0158189,86126,57
12126.03.2020188,07187,691,12E+08-0,0001-0,0453189,57126,38
12227.03.2020180,38188,051,14E+08-0,04180,0019186,51124,34
12330.03.2020183,00177,00943346800,0144-0,0606186,43124,29
12431.03.2020187,21186,001,14E+080,02270,0496185,35123,57
12501.04.2020184,78183,2076826816-0,0131-0,0152184,69123,13
12602.04.2020186,95188,301,26E+080,01170,0275184,46122,98
12703.04.2020185,64186,6092860288-0,0070-0,0091185,52123,68
12806.04.2020190,70187,52778649200,02690,0049187,06124,70
12907.04.2020197,63193,021,36E+080,03570,0289189,14126,09
13008.04.2020200,29196,02899809760,01340,0154192,24128,16
13109.04.2020203,61202,401,10E+080,01640,0320195,57130,38
13210.04.2020201,99201,8528758250-0,0080-0,0027198,84132,56
13313.04.2020198,26202,0041284392-0,01860,0007200,36133,57
13414.04.2020197,37199,9980220072-0,0045-0,0100200,30133,54
13515.04.2020186,07196,0098164464-0,0590-0,0202197,46131,64
13616.04.2020188,50187,221,09E+080,0130-0,0458194,44129,63
13717.04.2020191,80192,50717279360,01740,0278192,40128,27
13820.04.2020189,32190,6062240080-0,0130-0,0099190,61127,07
13921.04.2020186,05185,5494307288-0,0174-0,0269188,35125,57
14022.04.2020190,20185,01753618880,0221-0,0029189,17126,12
14123.04.2020190,94191,99627596480,00390,0370189,66126,44
14224.04.2020188,91189,7355313848-0,0107-0,0118189,08126,06
14327.04.2020188,90189,9843711720-0,00010,0013189,00126,00
14428.04.2020192,80188,50785847840,0204-0,0078190,35126,90
14529.04.2020195,80194,46698421440,01540,0311191,47127,65
14630.04.2020197,25196,51871986480,00740,0105192,73128,49
14704.05.2020193,69195,6856398200-0,0182-0,0042193,69129,13
14805.05.2020194,75195,51354392600,0055-0,0009194,86129,91
14906.05.2020195,70195,00495614080,0049-0,0026195,44130,29
15007.05.2020195,51196,0057728992-0,00100,0051195,38130,25
15108.05.2020196,02196,00338363400,00260,0000195,13130,09
15212.05.2020191,40193,3067656880-0,0239-0,0139194,68129,78
15313.05.2020187,31190,0563466112-0,0216-0,0170193,19128,79
15414.05.2020183,81186,5076682120-0,0189-0,0189190,81127,21
15515.05.2020183,85186,13631481400,0002-0,0020188,48125,65
15618.05.2020188,93186,33775458880,02730,0011187,06124,71
15719.05.2020189,00190,371,05E+080,00040,0215186,58124,39
15820.05.2020193,98188,49933430400,0260-0,0099187,91125,28
15921.05.2020192,40194,0079541952-0,00820,0288189,63126,42
16022.05.2020188,90190,9757013568-0,0184-0,0157190,64127,09
16125.05.2020191,00189,62231400900,0111-0,0071191,06127,37
16226.05.2020194,00193,00793122000,01560,0177192,06128,04
16327.05.2020198,51194,001,16E+080,02300,0052192,96128,64
16428.05.2020205,00199,311,17E+080,03220,0270195,48130,32
16529.05.2020200,50204,111,07E+08-0,02220,0238197,80131,87
16601.06.2020203,66203,10656506720,0156-0,0050200,33133,56
16702.06.2020212,00204,671,17E+080,04010,0077203,93135,96
16803.06.2020221,50214,001,45E+080,04380,0446208,53139,02
16904.06.2020213,10220,671,22E+08-0,03870,0307210,15140,10
17005.06.2020219,10215,13886588640,0278-0,0254213,87142,58
17108.06.2020220,30219,80888267040,00550,0215217,20144,80
17209.06.2020217,23221,1369166248-0,01400,0060218,25145,50
17310.06.2020212,53217,0091895456-0,0219-0,0189216,45144,30
17411.06.2020208,35208,9170033056-0,0199-0,0380215,50143,67
17515.06.2020207,32205,0775996512-0,0050-0,0186213,15142,10
17616.06.2020207,76210,28665591120,00210,0251210,64140,43
17717.06.2020208,14208,52565788720,0018-0,0084208,82139,21
17818.06.2020203,77207,8072275760-0,0212-0,0035207,07138,05
17919.06.2020207,00205,44750455120,0157-0,0114206,80137,87
18022.06.2020206,40206,7058664112-0,00290,0061206,61137,74
18123.06.2020207,30207,70534879400,00440,0048206,52137,68
18225.06.2020206,92201,0071495216-0,0018-0,0328206,28137,52
18326.06.2020203,15206,9746690640-0,01840,0293206,15137,44
18429.06.2020205,80201,00430826800,0130-0,0293205,91137,28
18530.06.2020203,22205,7043754960-0,01260,0231205,28136,85
18602.07.2020209,60205,00763820480,0309-0,0034205,74137,16
18703.07.2020210,95210,00506442080,00640,0241206,54137,70
18806.07.2020214,61212,97554551120,01720,0140208,84139,22
18907.07.2020210,53213,0044728560-0,01920,0001209,78139,85
19008.07.2020210,97210,80420684800,0021-0,0104211,33140,89
19109.07.2020209,11210,7045189000-0,0089-0,0005211,23140,82
19210.07.2020212,28207,51507065200,0150-0,0153211,50141,00
19313.07.2020208,39213,8751331608-0,01850,0302210,26140,17
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119809.07.2024320,0031954 199 808,0000-0,0126-0,02324,41216,272
119910.07.2024316,77289,9688 512 552,0000-0,0102-0,10322,12214,748
120011.07.2024295,87296168 000 000,0000-0,06830,02316,36210,9093
120112.07.2024292,4529649 999 168,0000-0,01160,00309,83206,5547
120215.07.2024284,3729358 737 560,0000-0,0280-0,01301,89201,2613
120316.07.2024285,25285,8482 870 864,00000,0031-0,02294,94196,628
120417.07.2024284,69285,8442 824 672,0000-0,00200,00288,53192,3507
120518.07.2024289,74290,6734 090 360,00000,01760,02287,30191,5333
120619.07.2024289,93290,6731 022 060,00000,00070,00286,80191,1973
120722.07.2024294,72295,4733 386 610,00000,01640,02288,87192,5773
120823.07.2024294,39295,4722 190 840,0000-0,00110,00290,69193,796
120924.07.2024295,56294,3924 565 710,00000,00400,00292,87195,2453
121025.07.2024296,44295,6922 868 740,00000,00300,00294,21196,1387
121126.07.2024293,2029384 909 832,0000-0,0110-0,01294,86196,5747
121229.07.2024286,4329352 445 848,0000-0,02340,00293,20195,4693
121330.07.2024290,00286,542 572 480,00000,0124-0,02292,33194,884
121431.07.2024289,30289,8725 974 520,0000-0,00240,01291,07194,0493
121501.08.2024287,21289,8718 646 450,0000-0,00730,00289,23192,8187
121602.08.2024286,05287,2130 086 580,0000-0,0041-0,01287,80191,8653
121705.08.2024275,49282,7982 141 456,0000-0,0376-0,02285,61190,4067
121806.08.2024279,44277,0143 600 152,00000,0142-0,02283,50188,9987
121907.08.2024282,0528048 494 488,00000,00930,01282,05188,032
122008.08.2024281,08283,442 425 832,0000-0,00350,01280,82187,2147
122109.08.2024281,4228122 302 730,00000,0012-0,01279,90186,5973
122212.08.2024280,79280,0127 767 330,0000-0,00220,00280,96187,304
122313.08.2024283,91281,0524 058 790,00000,01110,00281,85187,9
122414.08.2024280,39284,321 757 040,0000-0,01250,01281,52187,6787
122515.08.2024277,54280,528 665 290,0000-0,0102-0,01280,81187,2067
122616.08.2024274,61278,0526 195 850,0000-0,0106-0,01279,45186,2987
122719.08.2024268,13268,3568 626 200,0000-0,0239-0,04276,92184,6107
122820.08.2024266,25266,254 276 128,0000-0,0070-0,01273,38182,256
122921.08.2024266,93266,237 127 480,00000,00260,00270,69180,4613
123022.08.2024261,78266,9347 907 528,0000-0,01950,00267,54178,36
123123.08.2024259,57261,6176 719 184,0000-0,0085-0,02264,53176,3547
123226.08.2024265,29263,5549 974 248,00000,02180,01263,96175,976
123327.08.2024260,40265,8332 345 170,0000-0,01860,01262,79175,196
123428.08.2024262,42259,947 867 968,00000,0077-0,02261,89174,5947
123529.08.2024260,31262,5834 802 248,0000-0,00810,01261,60174,3987
123630.08.2024254,45260,546 118 488,0000-0,0228-0,01260,57173,716
123702.09.2024244,31254,0397 662 432,0000-0,0407-0,03256,38170,9187
123803.09.2024244,05244,4106 000 000,0000-0,0011-0,04253,11168,7387
123904.09.2024253,00244,5170 652 080,00000,03600,00251,22167,4827
124005.09.2024252,7525578 616 832,0000-0,00100,04249,71166,4747
124106.09.2024254,66253,0141 336 328,00000,0075-0,01249,75166,5027
124209.09.2024263,31256,3266 128 940,00000,03340,01253,55169,036
124310.09.2024261,29264,6157 937 832,0000-0,00770,03257,00171,3347
124411.09.2024258,20260,3138 293 712,0000-0,0119-0,02258,04172,028
124512.09.2024254,93257,846 358 080,0000-0,0128-0,01258,48172,3187
124613.09.2024258,25255,19111 000 000,00000,0129-0,01259,20172,7973
124716.09.2024263,79259,6452 643 180,00000,02120,02259,29172,8613
124817.09.2024265,99264,1257 565 620,00000,00830,02260,23173,488
124918.09.2024263,40265,7343 376 640,0000-0,00980,01261,27174,1813
125019.09.2024264,50263,9435 683 168,00000,0042-0,01263,19175,4573
125120.09.2024269,08264,5238 767 000,00000,01720,00265,35176,9013
125223.09.2024273,17269,349 396 848,00000,01510,02267,23178,152
125324.09.2024272,92273,936 984 140,0000-0,00090,02268,61179,076
125425.09.2024267,80272,9243 803 872,0000-0,01890,00269,49179,6627
125526.09.2024267,88267,5431 888 540,00000,0003-0,02270,17180,1133
125627.09.2024268,07268,918 889 430,00000,00070,01269,97179,9787
125730.09.2024268,49269,2642 519 740,00000,00160,00269,03179,3547
125801.10.2024266,29267,6052125800-0,0082-0,0062267,71178,47
125902.10.2024259,31266,0146519200-0,0266-0,0060266,01177,34
126003.10.2024264,25259,31565345600,0189-0,0255265,28176,85
126104.10.2024264,09264,9625992290-0,00060,0216264,49176,32
126207.10.2024263,39264,2528940600-0,0027-0,0027263,47175,64
126308.10.2024262,40263,0016163780-0,0038-0,0047262,69175,13
126409.10.2024260,86262,4225021350-0,0059-0,0022263,00175,33
126510.10.2024259,98260,8817677230-0,0034-0,0059262,14174,76
126611.10.2024256,94259,8024848580-0,0118-0,0042260,71173,81
126714.10.2024261,28256,15642056800,0168-0,0142260,29173,53
126815.10.2024262,03260,94262473700,00290,0185260,22173,48
126916.10.2024259,50262,0540206260-0,00970,0042259,95173,30
127017.10.2024256,57259,5024658790-0,0114-0,0098259,26172,84
127118.10.2024257,19256,21300202500,0024-0,0128259,31172,88
127221.10.2024258,21257,30214716800,00400,0042258,70172,47
127322.10.2024255,42258,1017064680-0,01090,0031257,38171,59
127423.10.2024252,01255,1030420950-0,0134-0,0117255,88170,59
127524.10.2024252,64252,01287643700,0025-0,0122255,09170,06
127625.10.2024246,35252,7280587928-0,02520,0028252,93168,62
127728.10.2024242,56245,0271940992-0,0155-0,0309249,80166,53
127829.10.2024242,66243,20471345800,0004-0,0075247,24164,83
127930.10.2024241,45242,7039826840-0,0050-0,0021245,13163,42
128031.10.2024237,90241,4057274128-0,0148-0,0054242,18161,46
128101.11.2024238,03237,90483707680,0005-0,0146240,52160,35
128202.11.2024238,97237,90148954500,00390,0000239,80159,87
128305.11.2024239,23239,60281722700,00110,0071239,12159,41
128406.11.2024243,60247,00789652000,01810,0304239,55159,70
128507.11.2024250,93243,26444251920,0296-0,0153242,15161,43
128608.11.2024255,98251,50580863680,01990,0333245,74163,83
128711.11.2024260,73257,99678479360,01840,0255250,09166,73
128812.11.2024255,77259,9940926848-0,01920,0077253,40168,93
128913.11.2024254,70255,2944540020-0,0042-0,0182255,62170,41
129014.11.2024249,52254,2649011752-0,0206-0,0040255,34170,23
129115.11.2024253,43249,31442017000,0155-0,0197254,83169,89
129218.11.2024248,72249,0051559912-0,0188-0,0012252,43168,29
129319.11.2024240,59249,0375474680-0,03320,0001249,39166,26
129420.11.2024237,05241,8270349832-0,0148-0,0294245,86163,91
129521.11.2024240,47237,15751435680,0143-0,0195244,05162,70
129622.11.2024236,00240,5045621420-0,01880,0140240,57160,38
129725.11.2024227,81236,0076469768-0,0353-0,0189236,38157,59
129826.11.2024223,16227,8096795032-0,0206-0,0354232,90155,27
129927.11.2024226,30223,901,12E+080,0140-0,0173230,75153,83
130028.11.2024228,56227,00678407040,00990,0138228,37152,24
130129.11.2024236,49228,48703039040,03410,0065228,46152,31
130202.12.2024235,17237,0245 142 248,0000-0,00560,04229,94153,2907
130303.12.2024230,80235,2945 322 872,0000-0,0188-0,01231,46154,3093
130404.12.2024224,5523172 417 392,0000-0,0275-0,02231,11154,076
130505.12.2024233,48224,5786 989 136,00000,0390-0,03232,10154,732
130606.12.2024237,84233,6381 096 072,00000,01850,04232,37154,912
130709.12.2024237,29239,2952 493 640,0000-0,00230,02232,79155,1947
130810.12.2024230,8223858 740 232,0000-0,0276-0,01232,80155,1973
130911.12.2024234,19230,564 914 300,00000,0145-0,03234,72156,4827
131012.12.2024229,0223459 171 168,0000-0,02230,02233,83155,888
131113.12.2024228,70228,946 124 660,0000-0,0014-0,02232,00154,6693
131216.12.2024225,53228,6254 593 280,0000-0,01400,00229,65153,1013
131317.12.2024226,50225,645 885 472,00000,0043-0,01228,79152,5253
131418.12.2024230,15226,7258 056 480,00000,01600,00227,98151,9867
131519.12.2024229,00230,16124 000 000,0000-0,00500,02227,98151,984
131620.12.2024257,60229,1235 000 000,00000,11770,00233,76155,8373
131723.12.2024264,90260163 000 000,00000,02790,13241,63161,0867
131824.12.2024264,34264,9483 808 656,0000-0,00210,02249,20166,132
131925.12.2024271,69263,62126 000 000,00000,02740,00257,51171,6707
132026.12.2024269,5627275 735 272,0000-0,00790,03265,62177,0787
132127.12.2024271,20269,6152 144 688,00000,0061-0,01268,34178,892
132228.12.2024272,83271,3539 585 912,00000,00600,01269,92179,9493
132330.12.2024279,4327452 633 752,00000,02390,01272,94181,9613
132403.01.2025272,2528043 086 872,0000-0,02600,02273,05182,036
132506.01.2025274,37270,8828 454 750,00000,0078-0,03274,02182,6773
132608.01.2025277,00273,0726 634 660,00000,00950,01275,18183,4507
132709.01.2025271,80276,7152 952 880,0000-0,01900,01274,97183,3133
132810.01.2025278,77272,3171 154 224,00000,0253-0,02274,84183,2253
132913.01.2025279,80280,6266 601 712,00000,00370,03276,35184,232
133014.01.2025279,85279,8446 037 152,00000,00020,00277,44184,9627
133115.01.2025282,7728052 864 448,00000,01040,00278,60185,732
133216.01.2025281,80283,749 453 528,0000-0,00340,01280,60187,0653
133317.01.2025283,53282,251 876 152,00000,0061-0,01281,55187,7
133420.01.2025278,19285,167 946 640,0000-0,01900,01281,23187,4853
133521.01.2025281,85279,3940 478 260,00000,0131-0,02281,63187,752
133622.01.2025280,3628247 106 880,0000-0,00530,01281,15187,4307
133723.01.2025280,49280,7938 573 408,00000,00050,00280,88187,256
133824.01.2025280,7428132 155 210,00000,00090,00280,33186,884
133927.01.2025275,23280,7239 035 608,0000-0,01980,00279,73186,4893
134028.01.2025278,35275,2539 030 820,00000,0113-0,02279,03186,0227
134129.01.2025280,3627839 161 632,00000,00720,01279,03186,0227
134230.01.2025281,97280,4428 020 880,00000,00570,01279,33186,22
134331.01.2025280,73281,9740 333 120,0000-0,00440,01279,33186,2187

Примечания к таблице

ПараметрОписание
Close PriceДневная цена акций на момент закрытия Мосбиржи
Open PriceДневная цена акций на момент открытия Мосбиржи
VolumeДневное количество сделок по акциям, торгуемым на Мосбирже
Return_CloseДоходность российских акций, рассчитанная на основе цен акций на момент закрытия Мосбиржи
Return_OpenДоходность российских акций, рассчитанная на основе цен акций на момент открытия Мосбиржи
MA_5Скользящее среднее значений цен акций на момент закрытия Мосбиржи
EMA_5Экспоненциальное скользящее среднее значений цен акций на момент закрытия Мосбиржи
Источник: Мосбиржа

Индекс одобрения ОФЗ (AIGB) и согласованности мнений по ОФЗ (CIOGB)

Date Number
Date
AIGB
CIOGB
114.11.20210,95330,8219
221.11.20210,94760,8014
328.11.20210,94110,7784
405.12.20210,96270,8565
512.12.20210,95830,8401
619.12.20210,96270,8565
726.12.20210,97010,8840
802.01.20220,96830,8771
909.01.20220,96260,8562
1016.01.20220,96170,8528
1123.01.20220,94850,8047
1230.01.20220,95220,8180
1306.02.20220,93380,7528
1413.02.20220,92250,7139
1520.02.20220,93230,7477
1627.02.20220,93860,7693
1706.03.20220,91210,6792
1813.03.20220,88970,6074
1920.03.20220,92350,7175
2027.03.20220,92930,7372
2103.04.20220,89100,6116
2210.04.20220,90350,6513
2317.04.20220,92640,7271
2424.04.20220,91530,6899
2501.05.20220,93230,7475
2608.05.20220,96200,8537
2715.05.20220,95070,8126
2822.05.20220,91070,6746
2929.05.20220,93260,7487
3005.06.20220,94010,7747
3112.06.20220,96150,8518
3219.06.20220,94710,7994
3326.06.20220,94580,7948
3403.07.20220,95070,8124
3510.07.20220,96040,8478
3617.07.20220,92940,7374
3724.07.20220,95940,8441
3831.07.20220,94280,7844
3907.08.20220,94660,7979
4014.08.20220,94490,7916
4121.08.20220,98030,9229
4228.08.20220,94220,7821
4304.09.20220,94400,7886
4411.09.20220,94850,8045
4518.09.20220,95680,8346
4625.09.20220,95410,8248
4702.10.20220,94070,7769
4809.10.20220,91850,7006
4916.10.20220,94920,8072
5023.10.20220,95810,8393
5130.10.20220,94410,7890
5206.11.20220,95750,8373
5313.11.20220,96590,8684
5420.11.20220,97680,9094
5527.11.20220,97820,9147
5604.12.20220,96790,8757
5711.12.20220,97440,9004
5818.12.20220,98470,9397
5925.12.20220,97760,9125
6001.01.20230,97580,9054
6108.01.20230,96350,8595
6215.01.20230,96170,8528
6322.01.20230,96720,8730
6429.01.20230,97250,8930
6505.02.20230,95620,8324
6612.02.20230,96660,8710
6719.02.20230,96100,8500
6826.02.20230,96260,8559
6905.03.20230,96420,8620
7012.03.20230,97420,8995
7119.03.20230,96430,8621
7226.03.20230,97180,8904
7302.04.20230,96530,8659
7409.04.20230,96230,8550
7516.04.20230,96290,8572
7623.04.20230,95160,8158
7730.04.20230,95810,8392
7807.05.20230,97070,8864
7914.05.20230,96860,8784
8021.05.20230,97350,8967
8128.05.20230,95900,8429
8204.06.20230,96670,8713
8311.06.20230,96580,8680
8418.06.20230,97610,9067
8525.06.20230,96130,8511
8602.07.20230,94450,7902
8709.07.20230,95960,8449
8816.07.20230,97500,9025
8923.07.20230,96510,8652
9030.07.20230,96610,8690
9106.08.20230,96580,8680
9213.08.20230,95220,8179
9320.08.20230,96860,8782
9427.08.20230,97370,8974
9503.09.20230,98170,9281
9610.09.20230,96470,8638
9717.09.20230,97400,8986
9824.09.20230,97760,9125
9901.10.20230,97430,8999
10008.10.20230,97130,8885
10115.10.20230,96590,8684
10222.10.20230,96220,8545
10329.10.20230,96280,8566
10405.11.20230,97070,8861
10512.11.20230,97260,8932
10619.11.20230,97600,9063
10726.11.20230,96580,8680
10803.12.20230,97390,8982
10910.12.20230,94890,8060
11017.12.20230,97290,8944
11124.12.20230,98110,9258
11231.12.20230,97760,9124
11307.01.20240,97400,8989
11414.01.20240,96990,8832
11521.01.20240,96890,8796
11628.01.20240,96130,8513
11704.02.20240,96510,8651
11811.02.20240,95790,8386
11918.02.20240,96970,8826
12025.02.20240,97080,8865
12103.03.20240,97200,8911
12210.03.20240,98100,9253
12317.03.20240,97030,8849
12424.03.20240,96210,8541
12531.03.20240,97720,9108
12607.04.20240,97440,9001
12714.04.20240,97630,9073
12821.04.20240,97240,8926
12928.04.20240,96320,8583
13005.05.20240,98240,9309
13112.05.20240,96790,8758
13219.05.20240,96380,8605
13326.05.20240,96990,8831
13402.06.20240,96740,8739
13509.06.20240,96090,8496
13616.06.20240,97350,8968
13723.06.20240,96740,8737
13830.06.20240,87840,5726
13907.07.20240,88640,5971
14014.07.20240,84040,4634
14121.07.20240,88660,5979
14228.07.20240,9790,9178
14304.08.20240,97980,9209
14411.08.20240,98530,9422
14518.08.20240,99110,9646
14625.08.20240,97930,919
14701.09.20240,9810,9254
14808.09.20240,97310,8952
14915.09.20240,97320,8955
15022.09.20240,97570,905
15129.09.20240,98080,9248
15206.10.20240,97660,9085
15313.10.20240,98360,9356
15420.10.20240,96880,8792
15527.10.20240,9780,9141
15603.11.20240,97610,9067
15710.11.20240,9720,8912
15817.11.20240,97790,9134
15924.11.20240,98140,9269
16001.12.20240,97810,9143
16108.12.20240,96610,869
16215.12.20240,97940,9191
16322.12.20240,98150,9272
16429.12.20240,97650,9083
16505.01.20250,98180,9285
16612.01.20250,97110,8878
16719.01.20250,97410,8991
16826.01.20250,97120,8882
16902.02.20250,970,8835

AIGS – индекс одобрения государственных облигаций (Approval Index of Government Bonds). Рассчитывается еженедельно на основе поисковых данных Яндекса ТОП-5 ключевых запросов по теме покупки и продажи ОФЗ (отношение суммы запросов о покупке облигаций к общему числу запросов о покупке и продаже облигаций).

CIOGS – (Сonsistency Index of Opinion on Government Bonds) индекс согласованности мнений по государственным облигациям). Рассчитывается еженедельно на основе поисковых данных Яндекса ТОП-5 ключевых запросов по теме покупки и продажи ОФЗ (разница количества запросов между покупкой и продажей облигации, разделенная на сумму запросов по покупке и продаже облигаций).

Индекс одобрения (AIPS) и согласованности мнений по популярным российским акциям (CIOPS)

Date Number
Date
AIPS
CIOPS
128.11.20210,826740,42703
205.12.20210,828270,43103
312.12.20210,625330,06283
419.12.20210,843790,47276
526.12.20210,858500,51409
602.01.20220,853680,50035
709.01.20220,882400,58492
816.01.20220,843720,47256
923.01.20220,888830,60477
1030.01.20220,870090,54787
1103.04.20220,866320,53675
1210.04.20220,822880,41701
1317.04.20220,788640,33325
1424.04.20220,773540,29930
1501.05.20220,820900,41192
1608.05.20220,858640,51449
1715.05.20220,865050,53306
1822.05.20220,854740,50337
1929.05.20220,859850,51797
2005.06.20220,846230,47950
2112.06.20220,816380,40039
2219.06.20220,822340,41562
2326.06.20220,836010,45161
2403.07.20220,898790,63614
2510.07.20220,862670,52610
2617.07.20220,891930,61443
2724.07.20220,899310,63781
2831.07.20220,877730,57073
2907.08.20220,870010,54762
3014.08.20220,866040,53594
3121.08.20220,886260,59680
3228.08.20220,889010,60532
3304.09.20220,901800,64577
3411.09.20220,870220,54826
3518.09.20220,892780,61709
3625.09.20220,896630,62927
3702.10.20220,812390,39035
3809.10.20220,646250,08556
3916.10.20220,818120,40479
4023.10.20220,900250,64081
4130.10.20220,906300,66031
4206.11.20220,924390,72042
4313.11.20220,888770,60457
4420.11.20220,885360,59400
4527.11.20220,887030,59917
4604.12.20220,878300,57243
4711.12.20220,882780,58607
4818.12.20220,847770,48376
4925.12.20220,795490,34925
5001.01.20230,875680,56455
5108.01.20230,906990,66256
5215.01.20230,861350,52228
5322.01.20230,914040,68572
5429.01.20230,888070,60239
5505.02.20230,891900,61433
5612.02.20230,889260,60609
5719.02.20230,898680,63579
5826.02.20230,906610,66133
5905.03.20230,882130,58409
6012.03.20230,875390,56367
6119.03.20230,894510,62255
6226.03.20230,858930,51533
6302.04.20230,872490,55500
6409.04.20230,872260,55431
6516.04.20230,843070,47079
6623.04.20230,856230,50760
6730.04.20230,795460,34920
6807.05.20230,713870,18297
6914.05.20230,609030,04755
7021.05.20230,820590,41111
7128.05.20230,782040,31818
7204.06.20230,707260,17182
7311.06.20230,795230,34864
7418.06.20230,843560,47213
7525.06.20230,857070,50999
7602.07.20230,866160,53628
7709.07.20230,856900,50951
7816.07.20230,870850,55012
7923.07.20230,873790,55887
8030.07.20230,864760,53219
8120.08.20230,874580,56123
8227.08.20230,896420,62859
8303.09.20230,856090,50720
8410.09.20230,835940,45142
8517.09.20230,912740,68143
8624.09.20230,907420,66395
8701.10.20230,891710,61373
8808.10.20230,899680,63898
8915.10.20230,855850,50653
9022.10.20230,846240,47952
9129.10.20230,835790,45101
9203.12.20230,817110,40224
9310.12.20230,813160,39226
9417.12.20230,752720,25547
9524.12.20230,831500,43957
9631.12.20230,825610,42409
9707.01.20240,867060,53894
9814.01.20240,859400,51668
9921.01.20240,880370,57871
10028.01.20240,866220,53648
10104.02.20240,829220,43354
10211.02.20240,864460,53131
10318.02.20240,844030,47343
10425.02.20240,861680,52325
10503.03.20240,853420,49962
10610.03.20240,836180,45208
10717.03.20240,811170,38730
10824.03.20240,783550,32161
10931.03.20240,734870,22066
11007.04.20240,761660,27387
11114.04.20240,782810,31994
11221.04.20240,820300,41037
11328.04.20240,808860,38157
11405.05.20240,762060,27469
11512.05.20240,703140,16507
11619.05.20240,751730,25348
11726.05.20240,744560,23924
11802.06.20240,791100,33895
11909.06.20240,792780,34287
12016.06.20240,781470,31691
12123.06.20240,746800,24364
12230.06.20240,721730,19666
12307.07.20240,748890,24779
12414.07.20240,673140,11991
12521.07.20240,805420,37312
12628.07.20240,814800,39639
12704.08.20240,823940,41974
12811.08.20240,817990,40448
12918.08.20240,833800,44569
13025.08.20240,842250,46853
13101.09.20240,860480,51977
13208.09.20240,852450,49687
13315.09.20240,852470,49694
13422.09.20240,796780,35231
13529.09.20240,834370,44722
13606.10.20240,815740,39876
13713.10.20240,871300,55146
13820.10.20240,842140,46824
13927.10.20240,821000,41215
14003.11.20240,861470,52264
14110.11.20240,856340,50791
14217.11.20240,840710,46434
14324.11.20240,852590,49728
14401.12.20240,954610,82669
14508.12.20240,906140,6598
14615.12.20240,879120,57491
14722.12.20240,902210,64708
14829.12.20240,880090,57786

AIPS – индекс одобрения популярных акций российских эмитентов (Approval Index of Popular Shares). Рассчитывается еженедельно на основе поисковых данных Яндекса по итогам народного портфеля за каждый месяц по данным Мосбиржи (отношение суммы запросов о покупке акций Народного портфеля к общему числу запросов о покупке и продаже данных акций).

CIOPS – (Сonsistency Index of Opinion on Popular Shares) индекс согласованности мнений по популярным акциям в Народном портфеле. Рассчитывается еженедельно на основе поисковых данных Яндекса по итогам народного портфеля за каждый месяц по данным Мосбиржи (разница количества запросов между покупкой и продажей акций Народного портфеля, разделенная на сумму запросов по покупке и продаже данных акций).

Народный портфель формируется на основе отчетности Мосбиржи: https://www.moex.com/s2184

Индекс Economic Policy Uncertainty (EPU) по 22 странам

Number
Year
Month
GEPU_current
GEPU_ppp
Australia
Brazil
Canada
Chile
Hybrid China
France
Germany
Greece
India
Ireland
Italy
Japan
Korea
Pakistan
Russia
Spain
Singapore
UK
US
SCMP China
Mainland China
Sweden
Mexico
120031127,292116,9956123,802188,15092162,8467133,467492,77051196,791484,12832113,988949,28184172,1085126,108393,12046224,403468,5735368,2025694,36716124,565194,328185,5916141,765746,1753891,33283369,957
220032135,8142125,1628226,2244120,281175,1361144,076557,40008210,7057230,9096142,32169,26014164,6222125,589494,96022298,801589,00182108,11115,2933135,458220,161161,759888,5965427,9906102,7573364,0763
320033169,2744158,8989230,9251133,6887195,8724184,3804128,2346227,4442230,063179,1249113,419190,52303142,6133122,1062319,003889,0486287,9646699,81377171,805273,185224,6472184,78671,17307111,3862428,7255
420034135,2244128,1869202,988396,79193138,4783192,3156122,002163,9883155,8158138,050780,29344134,198110,2761112,7861208,063685,3115586,3886112,5862138,625226,821176,5799124,3102101,568586,85571234,8073
520035106,1136101,1204140,880285,23053125,3425123,635190,46434112,2448120,4397135,241862,98458102,1932150,1394128,5027141,168669,5360395,07604103,7716106,795124,136122,3098102,035968,8305282,33169139,3179
62003688,8183182,3892465,2303256,8783398,47302111,198574,80662110,513278,6660880,7496857,7182391,7246782,60993108,7098155,376570,5150724,1111995,5878190,9655125,29110,695587,3200354,9812888,9830689,69627
72003779,5104879,9728160,7430989,6153876,9955492,8734497,2204490,5046759,3377578,5870463,9877493,080895,0433182,39893109,278564,0434670,3305691,595681,240773,5698103,748292,3722585,33411104,1298112,1522
82003869,0084970,6172639,28984136,322561,899982,8706979,7595330,6203759,8902978,9431559,8491772,6179779,4284766,9093894,9653857,6635959,1858978,7722869,299190,743691,7141889,3342261,0982889,05272113,356
92003981,256878,7714849,0920754,8719671,9583877,1223889,0292795,0857289,45636107,06153,425288,5426388,4961388,1753277,5546872,6313562,6354888,261380,153758,7257109,554127,821349,7221674,63011101,9169
1020031076,4213978,5208537,67953125,542385,7925257,8724188,4538880,0488387,126791,1083864,71464101,9579102,585399,64675153,171262,5546696,2727286,3352780,427373,456378,58599106,513662,8661873,3977580,29391
1120031173,1339173,7141458,20104223,958482,7316252,6078942,1236578,83218106,2878110,154840,5371490,5133982,6174383,88058111,307159,13835107,184793,2071668,825775,549378,696137,1593138,8562767,25316158,1244
1220031270,4785470,4581555,3595284,5981355,9457682,2663677,8721975,7065361,5717293,8832842,9592197,7819594,4500665,3725796,7812863,734778,4130391,2817570,035480,861390,3435997,1357353,1337465,65284235,27
132004172,5517977,3312154,24925134,207356,3982267,66381,4526876,263759,47799100,419477,3104972,6510892,1894471,33646145,821562,11859124,426283,7707275,017765,193988,2776101,158455,8683775,2881130,3477
142004271,3706576,8484162,65328255,601477,5668665,7851958,8341451,8210883,9258788,7969682,8178449,1624773,6956163,3466977,0614953,80366109,145189,2504966,428868,734788,9014946,9038357,5555477,0809386,73388
152004378,1065175,4459645,4590989,1852268,03522120,253569,23169156,4486117,338890,2679524,9398261,66592134,713967,07322180,116465,8690977,4381271,3026377,466677,107884,330985,3529947,8987575,4156386,36826
162004476,4225176,716242,78045110,461955,9721357,8204358,10707169,8411104,879692,1578573,9504163,83342107,23773,4505141,320668,73347110,596582,5374873,980278,174479,7269243,1658358,9207188,0851280,95788
172004591,3095799,2458389,22011125,35480,09578110,823285,09083170,883126,7875115,3013229,632841,3104391,0551575,51018205,358973,4981688,8531986,300498,399387,146697,20804137,987237,121669,42849131,6588
182004676,8125676,5558946,38175136,056871,9415475,5958159,86657128,3918104,78983,7663148,4213141,90517104,184683,278795,5827367,56216116,626394,5066471,331269,117285,2744959,1210951,0745571,2059257,19775
192004774,0252770,3785741,2273952,62760,7238582,3004253,6230399,1859657,1577373,4964147,16453113,6744168,237379,32658103,641454,6375175,1051990,3041368,615880,456688,956550,4869647,3707375,2973696,35328
202004869,1306768,7344670,7429961,8054272,1705769,0008868,0313299,5249960,6418495,4972183,190682,388676,9577970,08293132,951363,5650536,5183469,5137472,662580,711184,4498888,0399844,3287887,3443664,06902
212004978,8907876,0848861,05322103,223673,8944967,7277263,30514143,289865,45806104,709841,4608723,9873892,8344465,91618120,33762,9288364,54186,8123274,421378,4612108,509692,0310534,6043371,5309843,78815
2220041089,1809989,3350388,76466137,25562,5463855,4945488,24176122,1547115,9844130,241486,20779111,596796,1047264,09896137,298565,6056456,4582281,7541189,634694,6828118,3415107,500561,8986868,69717110,6226
2320041184,4606981,333643,54796138,59489,41273,3192773,51312195,933468,1216787,5847650,96368115,8941133,164669,20478145,226551,0771739,2485784,2336280,954128,9896,6957793,990548,652573,36309122,5159
2420041264,9671966,4972243,8472246,257947,2632871,6929991,13694110,084154,96221124,708650,8265254,69246103,271578,1805893,9343364,501681,4763670,7052168,203376,160266,5328896,8782173,231971,49054114,9624
252005157,8174263,9092634,65775120,570745,8558268,8646265,6243365,6203448,37984108,655852,3063325,8052265,0363652,21726107,983867,21617175,245465,3171957,11749,036766,7343375,7304448,8053361,95293109,5415
262005254,3344256,0967932,4105296,1047740,4401365,2586940,6578990,6636853,1624389,0840560,79928127,784689,3512570,299149,7583162,39683112,56473,1854250,096157,144151,6956932,5974539,6532759,6258961,47757
272005354,0778358,242234,38712133,311243,2698372,5749570,72128107,570640,6699683,0767738,8253522,96587103,461449,6697659,1879853,03791107,547369,8950951,876774,875749,3086499,0012541,1637958,9906446,86774
282005468,731971,3837569,64506118,148590,7381355,7200474,93721117,046634,60284105,666190,298389,20243103,641370,6318347,2057451,9230275,7519768,8688267,062882,250778,3958750,3678979,4712871,49121165,1391
292005569,3622568,154154,80335136,540896,5050159,2564261,88648149,058366,3990587,9779360,1220780,57416104,252170,25268,5876651,836232,7154575,6600265,263979,33375,09077105,350223,7164371,8122687,64537
302005670,004869,5158728,88613136,442561,1297568,2300949,94931117,748495,0440689,3243263,0202771,9458987,6765765,7497250,8740564,5328385,2439883,5529661,510486,564882,0055942,9722646,7918268,5746554,37203
312005761,4169360,8303644,3126988,5412959,3229956,6692356,54602101,271580,3596876,4573966,4270150,7839881,4949459,5191974,2323261,1091426,1230770,4621359,820364,438371,9395535,5552161,5789371,7963486,16556
322005861,4650762,7147137,91396155,483354,6592861,3551180,2515385,0170168,5180179,6343730,6937554,231890,1099490,423950,9499353,7625949,5133357,7605962,020163,620359,6172392,9991459,42876,3338474,61248
332005992,8754589,2965746,4343490,6968472,6036363,0840976,44194156,9486202,564379,7410531,9044118,4922136,101966,4186986,6498682,16581138,84578,248383,0148120,478105,769968,2611469,9682358,2589664,46265
3420051064,6659165,2434149,8282661,1695680,4852349,466149,2628562,8237783,17287,6368951,6388725,2591855,5408265,2138486,6093177,42282141,338489,1936360,120368,674979,8332,7294852,4944961,44609101,8533
3520051167,3580566,1213248,89611152,598381,4758551,3735761,6044585,19087140,065579,7313733,00722124,694974,4959579,7815262,4662467,1895755,57432102,55663,947383,490260,0678586,7579835,5159565,0825552,53546
3620051260,6222963,7050834,27007153,885549,7194888,4177867,7363553,4696463,6154175,227542,3465481,8175571,6425967,0431279,1760,6886296,3631481,3872759,342152,249270,0267657,2202164,1477757,2362964,66319
372006168,7160673,0784338,33622140,052270,6340694,57173101,671878,6029588,123470,4906539,99015100,285694,9769868,1032576,6704962,63329104,824279,9926570,146541,819775,0792483,6084497,7835386,2454970,89009
382006258,1855858,4871547,4127841,4429581,580240,5077370,5793755,2908676,1867261,7892431,3734374,3544343,2514657,0455582,1327873,4039179,3595483,898159,275168,733569,4917564,715163,4916578,1879331,33763
392006358,3393960,9278131,84278126,205561,4633366,3380373,5633268,9437194,212973,3926132,2681865,6208173,516871,6074963,8493365,3116894,511368,02957,89750,961355,0080784,225155,1480863,7604972,82234
402006472,9127576,3623637,9134280,266761,714651,9435797,9261103,31479,127572,564537,32507124,8855113,691171,5267685,3631768,92808162,165181,1894572,395456,404681,65172133,504759,3521958,0570362,48423
412006563,1238163,1890160,7423595,080261,2588682,8252754,1016388,356571,2885590,4078239,59423,8126458,3571866,4096984,9629871,47228116,807686,2327459,66998,107167,809866,022737,8759574,8932175,97655
422006673,4992674,8787250,01697142,316861,303697,4612779,801796,58042105,836683,8801953,543968,2484561,9220168,98449111,203270,78791,2588978,829173,43194,185182,58628110,924346,9674466,16663107,517
432006768,0481967,9205548,1921775,0436658,8219688,4245955,8673984,7154698,1541799,2924172,4278849,8896964,3429168,1015194,9989774,1664479,2300371,5269965,932969,130784,4744642,7070955,85743110,724485,03845
442006857,3570159,2748866,8813882,9475755,0061958,7661155,3901647,2674359,3198469,4085759,8098578,5605852,1737348,3981464,3867567,70091101,621670,9225556,13175,902271,5150936,3594559,3136290,7318973,0883
452006959,2694759,1098940,89327101,040759,1638798,540147,8540358,6093693,7813361,329341,7118250,1309967,1368662,3125170,3774769,5911995,0235674,1908654,828994,981661,7513571,5186624,8763483,7735335,39988
4620061060,0397564,0128143,56474113,52554,6414356,6100579,53715102,579354,0616366,6207537,201246,6938164,074562,72838140,808465,91065128,989781,3537863,841268,016955,6295174,1251570,7632286,2701539,09672
4720061157,2155760,7137751,6624284,5838680,3029147,1333358,5106145,5282471,9519449,704285,049987,9305571,0372566,06757108,077364,5491102,033775,6546959,850291,791849,5991343,895959,0470171,6077151,20938
4820061256,8726459,3454139,222678,5081244,7512665,6374372,3138565,2580684,1379955,4519763,49551129,167367,5463966,15676106,058266,8137458,9305776,4545261,993580,55751,0390467,6783964,1493580,7116234,39215
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12720137108,3528107,8824179,246162,3981135,8399128,6874101,2737215,3303160,8445102,7323130,0257206,4585172,2158120,5153116,505343,0300782,51089127,6529111,197141,82191,43749115,467576,24107,35171,34398
12820138118,5783125,2678192,5098187,289143,076198,176128,3251143,9304131,176988,26884188,8296133,9091126,312384,2530498,1282650,62076207,5593129,314118,425217,51108,7584139,7595100,911281,3998637,2594
12920139132,7272132,2199125,5666126,5808133,109478,4507697,72146244,4139130,39182,1285160,8184135,23170,230999,71514122,006867,26318214,2166132,1535121,349181,165179,889769,7908100,9328102,339149,41803
130201310158,6989152,1861108,5858108,8033264,022898,40614144,6296287,1696209,0071108,3819107,3189160,532153,3421102,1049143,528270,78905153,6883127,7626146,161229,494225,373397,59776153,125893,272479,34555
13120131196,3714696,549474,09328106,0887135,225108,0075115,7181185,9594110,159292,1756979,37089120,5732187,176770,5873684,7237172,4180877,41041133,375993,495176,47489,9151781,02541120,584685,974549,47554
132201312119,3475121,7982115,9981116,3469132,9837134,9224142,6911223,9709166,102464,23255103,1948223,193594,3384689,3175125,797793,75379206,5608136,3849118,705190,234115,0207137,2325124,156100,372115,2952
13320141111,0553113,143677,63706136,6474132,787486,90003114,1892221,4138106,1858116,14295,1799466,10054116,0105100,2886105,641183,45427255,2407131,9276103,256206,448107,7051103,4444103,5486108,401646,55311
1342014298,2185996,0412168,17383170,0154165,511988,3569976,09083139,9691134,598783,3068278,70989132,7586136,1901127,767380,7980739,14429162,4573115,331687,5699181,96593,369366,5295570,57914110,850537,62533
13520143113,5741111,752782,7146251,1716199,5242119,4912125,5935221,9961130,778484,6109566,12667152,8854128,5175110,056555,9007372,07615123,9876113,531103,018217,125101,0187134,942699,9741493,6498825,80054
13620144101,7013105,501937,09054150,5236123,9258129,5173123,1021175,991593,5822371,2308778,7388696,04348102,564112,310165,9555448,12239254,0847119,622493,3626114,79696,9934384,26826129,5464108,020221,63244
13720145104,1896106,509882,8541397,17091126,0841117,443786,88018188,4292129,21884,6486288,94389118,3075105,473887,6798766,6589762,34721370,5062116,788588,3276198,741102,01580,7627777,431588,4928232,30871
1382014686,6851589,3599867,3406476,95015111,1764140,8799115,1607159,183770,2983293,3937672,4173196,34833104,60364,0316970,2841267,38746143,5272122,621384,7772123,77685,96847102,2317105,805585,7334530,65721
1392014793,1809297,2513877,25983114,6072143,0922160,106118,7514148,7422105,196492,9588104,4069128,7564110,701875,050592,3905846,3244153,2281117,791293,0171146,22878,50599127,480394,60067108,874312,09035
1402014899,6532107,868495,73201168,4329155,5093235,0744117,7282132,2172142,9678102,4363133,4506141,818978,3236177,7579679,65977154,8582246,013110,564595,9193209,91463,87734151,001977,59932127,663327,67509
14120149123,5804129,758388,75443198,7193140,3446202,5531153,1138242,4857177,005102,7071115,322161,9761135,20192,1754964,48343159,5773284,6849108,4875114,662267,56686,2166185,7619107,9098126,546912,94737
142201410119,2869122,680288,3233891,75435159,8358148,0623171,6762208,5668150,627126,636291,5166862,54936104,2589103,168488,13387101,7277161,5838144,5206120,349159,833113,3346240,495399,8139118,538530,87252
143201411114,071120,191765,17246142,0147216,4508138,7609129,2957195,1889109,457389,25026119,6831132,6757159,6991108,1382104,910677,7855315,3269140,2866106,109142,29293,18594112,739120,1339100,01419,5033
144201412111,571113,928191,33517185,6092147,4951282,829380,32047261,0257152,4196167,2022115,6546112,9413120,3016105,9993107,761478,1356321,7431154,868397,3210,36187,4153393,9609658,89924111,027126,345
14520151136,2125142,664108,0818193,9934286,0515132,6553166,8687178,6987201,2725163,423120,2388132,510399,2714691,12251165,815836,95959345,4551154,8203134,237201,191120,5442232,215198,03493107,996531,71134
14620152113,0701118,9459141,4509302,9389240,589493,31576114,8048238,4951161,2988168,833198,4491434,0077185,6695874,64202125,876374,23906298,5556118,4398107,257190,13987,60947117,683795,1119499,9775322,28947
14720153103,9337106,748653,48806317,2683131,635986,81048113,3106174,197680,55538144,803953,43037233,2018109,055976,8605397,9857861,70903239,8611128,225594,032209,54995,9789682,09329116,265785,0759637,87656
14820154102,1292100,951888,46543211,5163177,3994115,08288,64495211,1349105,4915167,365352,30806204,833154,1268880,5266976,9811651,85119222,4618124,75989,5827255,485103,545105,318463,93907106,039518,37557
14920155106,391103,2168126,9096146,3652213,9982174,1784101,2445197,7986113,3972140,759263,05069100,4634146,405288,9938687,5224261,02336124,7079124,713298,8931272,465102,3187127,552868,2507792,5968826,27944
15020156117,3454115,423387,65712101,2318174,0278166,6377117,5637303,5277212,8247170,30979,26368138,8986119,77882,40032130,553854,8989161,0889122,6561112,835199,782115,8803123,343195,53625107,522835,39497
15120157128,4772127,9933110,4218182,9709179,1213236,463206,5369314,7604176,398110,206350,59239170,8589142,430197,89123126,272642,5874262,65725108,3961137,548179,13998,73479268,7092133,6395129,783240,53707
15220158131,1202130,196777,32317291,7728176,803233,4259138,1203171,7394158,6809121,623377,56551112,5822114,1886115,4944144,347146,34532180,0874109,4802124,119137,502156,5036224,058660,20591113,930151,36443
15320159174,3661178,0728100,2147457,0997205,3566134,4288236,262263,0302165,867108,819485,2551669,66564124,5535122,1903190,670944,99688315,6995147,7213171,165279,842171,9327393,234196,4306299,5371256,28964
154201510125,2003125,876774,92292297,0511199,5714144,1845165,2868231,9337187,63696,281445,6004464,7805595,38362112,8733126,641450,36555174,1734130,8016123,847155,605110,7019244,86887,33976103,872426,35321
155201511101,8299100,656448,75555164,9832142,0007108,7883109,7877200,9759193,554375,4758147,64637140,366895,9514592,8891994,250843,01624155,7233126,88296,092208,38289,58371104,749196,0780190,5721813,53306
156201512113,0806116,686767,1368330,6095128,3804180,4707129,2708206,3948127,086194,4822977,3212775,8316286,6526796,42433172,04557,5477195,3006144,3214112,222164,426101,9634151,614594,53807105,466930,03647
15720161149,5806146,456767,03876306,6892156,0035156,0438199,4747241,4245203,9956106,517670,2796368,464796,98988134,6396181,939828,0639855,0955158,0782153,231249,415154,8573261,9421127,4783110,849353,31344
15820162155,8728155,396597,05064224,2445186,6432109,2692189,6436324,0465181,8609122,519999,21339182,6059119,4819169,7917166,595551,3629190,3696131,8762158,418312,6148,3218269,0192108,0552116,231741,25226
15920163166,2592169,469486,07587420,9589218,5153118,5033244,7319253,6859190,5818105,372492,20086214,014104,2764140,2509112,434842,42441183,2597117,063165,184479,326130,4902323,1558155,227993,9705340,636
16020164144,6269147,899187,01938473,5259156,8336130,8988235,213216,3303124,1682119,400547,388137,2611108,3382132,9952100,99651,5046135,0335113,3228146,856434,60996,41342286,1773165,238104,692729,30071
16120165132,8251130,7744154,542221,3033151,5239143,1927192,1269241,1157131,4612139,726753,01307216,338281,41446158,9348103,921448,5410673,06627111,1863140,331428,50996,22233260,2575117,5464111,217524,35834
16220166243,3286235,7257206,1477294,4795276,6689197,3542243,8112444,342454,0055111,1672144,2661218,8261197,1591202,3958274,809159,11121249,3217138,7594239,637799,934233,9561357,2088131,457136,119852,31668
16320167236,2005227,7818328,6758326,6338260,1251179319,0889410,0074331,6682139,11378,06612227,6167129,4478202,8945214,107577,9167297,64325117,9514246,9261141,8164,4584558,2221112,3995112,234834,59252
16420168143,8553146,640662,00628251,6847237,58197,73862203,7958178,7203223,127498,1724741,01422235,6963102,5294115,5009101,311650,19974313,0687110,9926138,837458,685106,8856288,7802116,325891,2163127,21036
16520169149,0603154,235688,08695250,0245164,455891,47059268,3346291,673219,0774104,636332,88369185,9315140,2138114,5622123,54942,14985237,5004107,3256158,694378,97486,34354388,7496147,5646103,779647,65532
166201610134,1785131,385849,83544149,3662243,580991,06074185,6984256,6236148,260599,5469938,68679111,3835132,190591,11953122,171273,41591113,4136107,8157132,479545,115108,0641261,8989106,8093100,471447,5855
167201611251,4126241,8731174,298365,7531442,3714209,7425296,7413448,5951322,2203117,126572,80565263,5792180,2757138,6952387,970884,42457233,3431108,3741252,622816,202254,1013475,6709133,0971126,071689,25955
168201612222,4711231,6632166,6796422,5248298,5747161,1177369,9913408,2675246,8143155,9398117,8862262,9734159,4526140,9179375,90753,37301323,7821115,9175247,362468,021161,4248646,911130,567488,91453108,774
16920171265,8972275,3398138,9089330,9285338,1555158,4825507,7627462,9656335,6415134,587784,12656162,5416112,906143,0686391,798468,30715400,0168108,2308301,926539,225195,0406694,8494306,0375134,3559161,4682
17020172202,1904208,135577,74122371,6051257,4892145,8275320,6853379,426170,4005136,8784137,400481,92886114,1003125,4698299,674857,66197227,8781106,8926218,342445,974177,7777464,5228176,3996131,416499,24704
17120173235,4734245,876690,8821676,955262,1494129,2441465,7028521,5642222,123147,397965,67519148,200598,55571123,6875220,402265,98559291,4149100,3365256,783418,657154,6097533,3044349,053190,0773869,89385
17220174181,3087181,703682,15449550,1686199,6622115,4667256,9998574,6331204,8388106,671881,33384241,274661,85898102,7291165,39765,517143,630189,54013182,269335,476157,6765322,3443174,192894,5500448,14062
17320175165,9796167,47866,11273407,8593262,127694,15332284,8149288,2604151,384489,9979739,26336225,166962,90183101,6165118,96287,11281139,0344104,6406170,233470,264129,8881451,9785130,755496,360261,22902
17420176169,6598170,799372,20374230,97206,440999,34969295,3049308,5653192,2243101,791659,06989197,805499,6490285,92772118,950839,19504107,032108,395177,532709,744120,6385328,5536227,659780,9242142,0512
17520177149,145150,262995,78465267,1994233,1831111,6239223,1124176,4695142,712470,2253162,02988237,853674,0336675,2147497,31102112,6392181,0518101,3731145,905466,475141,1383162,6933228,2415116,464523,74501
17620178141,1341141,282950,7805309,6709241,76796,54446225,6907164,0533104,730886,4762637,6894783,0009831,7015378,0956390,0342998,35917149,649466,6457138,839441,479137,8597265,2581164,684882,7571252,71894
17720179157,4428160,955764,23122326,5149277,794696,2201274,7759256,4782164,526893,5107378,03064196,706691,1942489,14455102,089969,24487101,008494,97964163,305457,882116,62314,0012206,3844105,009327,02212
178201710150,6356156,062975,12644190,5667221,3158110,9811222,4666227,0054142,697585,4459683,39476154,532766,2705794,10361120,3186168,2079274,8134177,326149,245485,848125,8658291,5836142,533699,2295567,03947
179201711155,8705160,772886,14003279,87233,0971128,2007254,4344251,3694189,635668,655862,91198187,011563,2999785,7685993,2891691,786250,4549130,8123156,266520,007111,2827268,0439206,037893,3590963,9422
180201712149,5608155,080491,923215,572190,2587157,9962229,4798194,6321110,697756,457381,98847226,623862,1252173,90113111,0382,32465320,6601126,7372147,274419,099140,3502269,3548167,684282,4456259,61514
18120181151,6673146,597448,90142165,005343,772496,98556230,2351221,1376150,035677,4210339,42574163,6999102,958566,2536595,6302673,5866972,88907112,7765146,263395,889160,9672122,9374265,0796122,518366,2948
18220182124,8436127,267167,9140868,46358365,268184,59098192,2499192,030697,5289783,7671979,90938200,49379,0591792,6776371,1573561,19135206,4594105,4012122,431205,929114,7556211,7802149,6022131,322554,96923
18320183168,4971163,030684,09332101,2053449,623991,45455276,6066195,5721113,259486,5725642,03543150,670177,4765682,56213129,41986,80587,8468293,32933168,187388,926187,0959245,5517254,1363102,249745,43212
18420184157,7169162,180148,26454152,251303,540788,65745288,3774187,3611127,536193,0021234,9232159,881577,2493887,53284103,8559113,729332,2618103,6627156,233289,226139,0354291,307241,7394105,656756,69058
18520185175,9054175,526775,62256179,8089257,3477106,7191304,0149303,0539178,8854116,711937,5567673,79146135,181384,35815134,964363,24216217,1575140,2133176,866355,055162,2767374,1038210,7991115,363384,1799
18620186178,3458177,644492,40488152,1932428,068794,41992338,8413331,2621209,002194,5786647,1657436,67918129,373889,35104126,329476,9003969,94087132,8039186,164371,716134,4028465,4168203,0893101,77775,62917
18720187223,6665228,8332107,8421182,8765292,0177117,4072508,8635239,7298219,137276,7270263,24723282,1278101,337887,2318155,153975,2434120,507696,50473243,519372,043176,2051561,0261395,6721106,448344,15758
18820188180,0542188,581887,89072129,4791359,6187121,7025399,3674184,5212174,6761130,154477,71507123,321287,70553115,5235149,484457,53271212,817778,21146197,128302,562114,9614502,7537269,4765104,519873,36435
18920189196,004205,775781,04081130,2354271,835126,3019435,0703230,6805231,3567118,810963,50946115,396109,4474108,8599153,960192,5951289,8225109,8481212,367364,965120,9852516,4866314,0877114,239748,74728
190201810221,8003231,922675,76949260,1669296,154393,87921500,4821302,2929193,9071130,862863,91606146,9196148,8724102,9525176,211180,17613247,7027149,119239,673451,388136,1147621,4264343,3703107,941686,68231
191201811247,3331260,586688,82538177,467322,5441121,5882588,1791274,4579148,1728101,848468,80319191,7712139,2629111,2609203,2454113,3238337,3475138,0134271,008451,172164,9422677,5376438,2359105,0862128,8916
192201812270,9229274,7894110,4919281,9073290,3947132,337574,6694339,5765225,897993,4717666,13168217,3957187,6355139,524243,033688,98838175,4159127,7306292,815468,747226,5769935,3103248,4691115,089661,20571
19320191263,3797263,6746104,4729127,0686301,9142,3393478,3688363,0477168,0872115,798764,73835202,6731169,9978129,4181249,4365134,0293334,6837131,0412275,215406,907284,1359654,9627288,0995115,178683,45545
19420192205,7032213,6949140,2693154,8355266,60690,4537474,8737267,5836155,9465108,662450,1197881,00744158,5883119,7682146,8238100,7625125,4889132,0021231,579460,384123,6393720,1579239,986499,95056106,4229
19520193250,9811260,0697106,8322158,1298250,5367107,0958603,2197238,6893248,374780,9039340,585176,57027107,7608122,8473172,994875,80259203,0716116,6834280,649417,982180,6317753,1077411,150191,6843682,30194
19620194191,5964202,3289102,8497164,6699297,6471139,2981432,5175206,5039198,250596,843260,4534280,25779145,0856115,8331138,911295,32831223,4542130,6849210,552350,976109,6864502,55319,414883,2598550,41185
19720195241,4649255,7579186,1472184,267275,6019125,8668575,1781159,846145,924498,0587483,64256111,5589163,9697130,0252230,1458119,0403256,2511123,7333274,292400,549160,8582759,0687365,1015106,720270,5782
19820196316,5285337,7967104,0103146,9916339,0719153,4215852,0525244,0255171,369991,8929972,85344234,3557114,653143,9844248,5289136,1799308,5687116,3835364,652354,841207,9914959,8523649,072583,9172797,63959
19920197262,037271,160587,194379,83703333,2489117,0821565,9915269,4967246,241981,9621570,45084123,321288,91676157,2066316,8555154,935317,8851132,6329291,922435,5207,7455721,6467375,9023114,693373,01489
20020198317,8166321,0305195,4483161,1781400,9046202,2932659,5666287,834314,258193,9485581,67478252,7047112,598144,7241538,176891,54447185,5222128,2546362,517505,478282,5229904,9384395,9858144,0606117,0653
20120199273,877290,4534133,9552187,553358,1485208,9187639,8906275,0496207,234359,98456105,5443225,5174111,8492119,0831275,1985108,2653326,3257164,8262306,579429,24186,6407933,8838347,394896,03164112,9295
202201910258,4733273,5645135,1312178,1994495,8524195,6899580,6453267,7097210,185137,6957290,66388193,095795,26595108,4289274,024490,35399373,7359157,7033285,619542,478159,5114970,8299234,0952109,725397,53977
203201911253,5038267,4421115,6184171,0524364,8767280,263581,6513246,5949181,504844,2029450,36468198,433489,52109118,1917239,35684,76933431,2469164,861277,989459,141170,4803726,5911396,179118,2649106,205
204201912266,2081282,0352130,496183,1856315,9803283,6991616,5241244,3881207,246141,96752106,035547,26035149,8325114,1091257,886191,15811323,1677144,7076296,32407,362190,5049894,8957337,921590,8141130,4806
20520201228,0574239,1663100,9953130,7154275,7078210,9533497,1152254,2696131,507667,1252448,13543213,9373127,8734107,4909255,230599,2129346,3397142,4266251,602390,305164,7553755,2638250,3219100,479110,9828
20620202230,5871235,8109144,9109232,2532380,2337237,5705413,1102238,5234304,09572,2536492,64916168,8379106,6055114,6456159,151796,80043283,8686136,2287236,208238,035216,1912646,3676195,7062117,054189,10797
20720203357,0689355,0616311,9737368,8998569,6582265,7336467,5112367,157498,057478,46658110,0984229,9097225,0743203,5482224,8716138,8542793,6345251,9422337,743386,636425,7792734,6423219,4025183,1809143,0392
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20920205431,5649437,0726202,0918308,7681678,8171345,6534742,7182305,837397,71675,03776167,7502367,3444174,2811208,1858252,0868168,4854680,4814261,6097428,278291,249503,9633934,717501,3344130,485113,7283
21020206328,6631342,2848132,5039115,9408504,9122263,3228649,8082321,6908278,872265,7220575,14697358,75156,4718157,2172224,3912116,472743,9256202,8833337,131294,322300,2402843,6152421,6411109,6819104,1665
21120207352,1158350,2848213,6602170,9839551,5303240,9942607,0481242,3415312,931672,79185107,7538287,2032150,8664136,9001160,697599,84111483,3341181,4896347,769343,811427,9154893,4085324,6626113,898948,36796
21220208301,6831313,4214196,5124263,135415,3155250,52659,9098202,9509215,738252,91563115,0574227,0112160,2618126,1217162,8207126,0009223,6205175,0712322,628293,551263,4714821,0832451,6311107,869269,9036
21320209290,0153299,0592150,9486227,6854422,5006257,845575,1341432,6913295,318579,5655182,27406245,7582169,1185120,8251136,2968123,6506392,8705179,4755298,773276,291252,5878563,8164493,40297,3657865,69603
214202010307,804310,7298188,3781345,4357497,6117299,6728540,562358,2684443,742481,1095495,48764170,4291173,763695,66653189,3791141,6434306,6795223,8182309,557322,771305,7666631,7534396,7967114,582269,03884
215202011368,467378,9868192,4013265,0497455,0476224,5768757,2952403,8863387,494576,3492769,49672285,0201279,3891128,7295287,6911112,18502,5852175,0207388,833313,842327,6096723,9095661,82883,0849973,88656
216202012295,7297301,5537108,1287324,8837371,1811215,7925557,6915257,2673227,94461,9905669,8785244,1766141,7286106,1259182,512293,10208437,8401177,6051298,775210,903326,6166606,5165439,123682,21778,49792
21720211280,6957288,2759144,708204,1461290,4154208,0989542,9719276,3723210,232153,632583,66126258,9355247,1247115,7135212,121599,79506503,0057152,2835289,156199,224261,3061665,3083378,3571114,0984111,1237
21820212215,4258220,677292,5517201,5782323,2082187,6253405,4368226,4303223,453689,4106651,77739152,0266136,7891106,3899130,921548,36262417,9086148,2901216,424172,01187,5196565,4005237,4086105,828474,06747
21920213215,3258221,035267,00853184,3842344,162197,8924417,3406258,4464263,663257,5913840,93234195,9719175,087784,77292140,7314106,7553375,6824153,3735217,462211,32166,7855493,8992302,300691,6834591,16689
22020214199,3981207,9591105,923143,506267,885251,9913406,4248186,405236,37970,3155578,98832285,6588133,868490,11864161,6111122,9729282,9407139,8324211,511174,975141,3002488,2268289,6381,293569,66932
22120215190,293196,0026150,191115,9756194,5656371,9424359,9359210,5561168,612551,8853773,2438183,214159,5279674,68154138,280272,50984348,4591140,4477196,375171,238172,0962492,6757216,860695,4021778,60322
22220216178,8001187,2308100,7825200,0359172,3816339,9245327,0336219,5001192,497770,7692258,32846184,4867104,805781,60858145,22998,70362420,344138,3495181,89124,263149,1313413,0723219,762888,4714874,31174
22320217205,5289206,021880,3729762,591325,6136313,0616372,9468251,8014346,434274,578576,85725234,063161,5401786,95442150,9455,16631224,5274154,5065209,554178,625182,1714505,5795227,9245116,100464,23337
22420218216,494222,9394102,9896194,319210,1053215,0234455,6454231,6991364,099840,8698969,15764253,983441,3071477,7448184,0366129,4943185,3315116,8483234,766175,765157,1952592,8005294,827876,1612437,98456
22520219205,3771208,5464126,2723282,2317391,956284,3221338,8197236,943361,967163,7337148,91963240,5689102,8999109,5902166,5903100,2895377,2543120,6107205,017159,418171,3004356,0635274,95125,296654,351
226202110195,2695200,642594,79605260,6583210,5251439,0316363,2436270,2298304,225840,4885939,94633232,7370,72097123,7113205,4069137,6903268,3446147,5627207,682206,547136,9202452,1494248,4736118,866769,47988
227202111228,0831228,905106,496266,735258,5586454,5794434,2174310,0814395,571681,920723,35276179,7146102,596194,94054217,725889,4229204,453155,9707240,548243,691175,8729491,7496329,0694107,83786,7436
228202112266,2307270,6288101,679147,2243336,571395,793487,0688331,3155597,936265,1715872,32533415,0049128,323392,76611255,3887125,2458393,8606159,5753275,785207,105201,4337589,8113344,003498,0314949,09759
22920221232,1374240,601166,05541201,1039213,8743271,1249467,3102313,7881478,204537,7862170,02399324,005123,7361103,4294228,8024111,3453275,271124,2297240,672186,756155,2797582,581319,071589,4761485,13449
23020222191,941202,148596,9342158,1889218,4092278,3192288,9519298,9066394,119151,6516991,19663259,9174119,776391,47699270,153385,07895702,5749133,5086187,652111,099140,4425406,1778167,0819133,653481,59317
23120223330,1335338,2443269,9469216,1072404,5341299,9352617,01429,9356785,025687,66351120,6987239,4169139,1201126,9665364,9962191,408382,1656169,8245346,022311,473229,2447863,9366359,0052123,23785,25172
23220224302,9615322,7115214,4961109,7093300,5696319,9955593,7058322,8414707,874466,316490,1301180,6824129,1714108,8291233,9177239,333964,1407164,8495298,188243,411168,8277843,9185337,1538116,0253102,832
23320225291,2743302,8343170,1885139,8118303,7226336,5156579,4199380,5906616,047358,7640469,11617319,3305132,8385104,8986287,7823327,5963470,9015151,8747299,851257,309190,453735,8333386,7502132,452142,38106
23420226275,2245291,812197,94123188,6737143,7326361,6209552,4421420,5877589,164259,6357365,47729378,1949137,6357130,3917250,1047207,2155659,5052166,8438279,474266,212152,8106763,4011328,09587,4560240,42812
23520227317,2124327,947894,44258228,8974212,4302447,4616580,4192495,3165765,022263,8261481,29209442,4086125,2954115,2038289,7008294,8702575,2075175,8095315,413347,91222,7899778,8399359,9774128,777466,26282
23620228257,1872262,6153132,9116172,8979378,981406,2379437,2919231,022742,738758,6132772,41811268,2013116,8359110,269219,965209,4833462,3784141,7874250,74270,228183,0348602,4936260,881168,664984,41847
23720229281,9187288,4043133,8139206,0385257,0705450,091463,0793255,8243844,854778,9525267,74023368,8932173,129697,86508240,2163147,3675683,0589151,2639268,761343,613201,7385689,2953242,5569135,8299104,5699
238202210301,3059306,8756277,7888197,0118320,0339354,8567497,7315372,2765753,229752,1810690,50302356,61496,82189114,1996324,0392158,2559619,3463177,7107302,338548,278207,2753743,3976259,049275,80865
239202211332,508345,6034143,3097236,8797271,5196220,8854689,217302,9761767,65754,0141577,12625307,055786,18984106,6551256,8475175,3918559,2921171,2547336,561394,905210,3749892,6839448,588859,06165
240202212263,6432278,6579174,282293,9998310,0545303,1443513,2143261,9671584,185532,9801378,09209389,637978,63341111,7143260,77235,0032571,8633147,8868269,395247,45150,0371700,5243310,49760,04516
24120231247,4844262,4807115,3589255,6916232,5386249,8271501,9055296,3217520,125786,9595950,97487269,5623100,3741100,5758251,3682208,2138392,5498155,275262,787267,366161,4271728,0449275,4136120,5654
24220232243,5323260,7039206,1735194,1221254,6151208,5047493,5234327,798472,109262,29059126,7495137,3957117,9085117,8127264,3937184,6273264,4099138,8799267,861267,985152,9673573,7079364,287751,6621
24320233310,7304328,5169190,0288232,2532339,5416248,4048675,2554382,9259572,473591,6656472,38562307,7673128,9746124,778326,1943142,905356,2506149,4099340,672297,876200,4899756,7567516,9769
24420234231,685249,9207194,6593204,0292190,4251274,9541416,5201269,8401403,133673,3449285,97074167,8377156,7284141,6855266,5509227,447650,5323137,8336243,231218,158165,4176354,6664392,605
24520235228,3165230,9347148,2976137,8016219,6405271,1486384,2101295,3102439,08378,8070948,45008227,1265115,4878145,2529206,3559242,922298,4567140,4842234,525286,873205,1765522,0904233,9916
24620236229,6867243,8015113,8925169,2611158,6246212,2529422,2101214,0194481,657583,6905960,06001255,392596,5310489,70776192,3545189,7137628,2038133,3938230,708243,65179,308523,117290,4076
24720237226,3095241,8279149,3289133,6887262,0434161,2165463,8986236,5363520,26247,5258455,642239,1334105,49397,74934184,421199,3982423,7632151,3408237,864276,095132,7106704,5661233,7482
24820238211,1258229,0451117,4986146,8619300,743245,7629461,833152,6555661,260997,7074457,63816216,0112119,7251106,9778215,872171,2689280,3019108,4367231,173267,42576,84422709,882227,1501
24920239243,8861262,2361103,3137172,9513202,0194201,8624524,7752243,3478737,681989,1831632,9094271,3562108,9834100,929196,1865165,0146469,603120,3502258,14255,427117,6988819,7461249,4848
250202310226,1057240,448125,9609207,4718389,0552300,0247371,3423261,8245669,5652141,6939122,114267,4246119,6723103,5974333,5769167,8086458,6154147,1368236,973270,911133,5941603,7399160,9795
251202311246,8768265,3948111,3333237,3478317,7089333,9416477,9609282,4559626,137139,9655104,7363260,2315155,8136102,438239,1779118,836474,2342145,5266257,16250,734140,6772743,3976229,346
252202312255,8842285,500489,37796169,6458361,6211333,9214562,0874321,2859672,5179123,9469128,5372285,658770,54053102,3944224,8156156,6742568,7622140,7148272,646162,623107,0016312,7941
25320241229,2458244,56984,72693143,9017247,078147,7109428,3847274,0296729,896884,96116129,9089262,0843105,678188,28535248,7102137,7789329,4348129,105246,627247,569131,3206356,9747
25420242198,0889211,8528124,5708116,8758193,2726239,6578346,7131243,019574,900484,53646151,3079225,345784,4701796,6922218,0264156,4672258,2564120,0366213,689273,256120,5779170,818
25520243181,2394186,9632122,7356103,3512283,2831160,3073315,9518187,762550,297491,6153491,72226196,845668,58421102,4529186,9947186,362194,5113146,3776194,769171,848125,8114242,8466
25620244163,4159170,802767,49097170,4797213,7023185,0534248,692169,7721332,296195,36386141,4372166,6462112,375382,79767155,3488109,5893193,5438141,7615165,14189,259143,3569166,7404
25720245204,6453215,5259109,6011120,8989248,8325225,6087391,9923304,4463570,289385,8810783,03851235,830182,4474486,69851224,4871192,9017195,5224131,7386224,714245,833119,5493206,2804
25820246209,6396219,19194,73907126,2736195,1097248,7799341,6656409,2721661,1607102,8334137,6114262,1938106,16382,38844262,9419177,0701227,6863151,7812224,56208,968139,6016124,2955
25920247233,9866245,9997123,8973250,3040222,9208177,6382380,3926562,2765849,1688116,6512188,0059296,167698,660591,4175323,9236130,9444149,5253128,4684257,8446113,2908138,4495278,5616
26020248219,4989234,3598163,7312248,1402290,0432230,2566401,6228389,1923524,978291,4465118,9898249,287570,5988108,8376220,4901144,4553324,2135158,6994236,9866167,8514133,9954207,9823
26120249229,0022239,1626140,2476219,0822244,2154228,7648377,9571436,4056678,6106111,5761149,871267,2569110,5798112,6729271,3087159,1401197,0793148,1016247,367284,329144,4924223,6564
262202410220,6453228,0651111,9806134,3922223,2541237,0335355,7934322,2892812,8969110,1371155,8496265,3995100,4980103,5882268,1530180,061190,1638156,1649237,6521345,4817133,4171228,1
263202411365,6034381,6091196,1773360,2884415,6202393,6925691,5702486,84431095,965698,2624105,3208390,6664124,8065117,8006375,1511226,4101458,1493180,6748392,1996396,5059225,3921233,8
264202412374,8611392,1098223,7012305,4289649,2348324,0175752,1272567,7089949,7182117,6733135,9062357,7538133,7399129,0863365,1398181,7370269,6579180,9776411,7556450,6427215,2565364,4

EPU – индекс неопределенности, формируемый на основе новостных материалов от издательств различных стран. Если в тексте такого материала встречаются термины в области политики и / или экономики, то такие новостные материалы попадают в выборку для расчета индекса. Также учитываются материалы с содержанием слов / фраз отражающие степень неопределенности.

Методика расчета индекса представлена по ссылке.

Индикаторы сентимента по тикерам компаний США: SPCE, AAPL

Date Number
created
positive
negative
sent
sent08
B_scaled
101.12.2019110910,09450,21370,6928
208.12.2019442042610,01830,01670,6998
315.12.201953795428-0,00450,00550,6893
422.12.2019654063900,01160,03510,6993
529.12.2019387834790,05420,07760,7118
605.01.2020355029170,09790,09710,7236
712.01.2020669165740,00880,01990,6977
819.01.2020998790270,05050,06360,74
926.01.202084248660-0,0138-0,01410,68
1002.02.20201046011234-0,0357-0,04420,6529
1109.02.20201555716048-0,0155-0,02770,6672
1216.02.202011301105850,03270,03750,7278
1323.02.202089159311-0,0217-0,03220,6719
1401.03.20201555420328-0,133-0,15820,4521
1508.03.2020963711704-0,0969-0,11920,588
1615.03.20201318118786-0,1753-0,20680,4104
1722.03.20201483721023-0,1725-0,21110,3812
1829.03.20201487518037-0,0961-0,12510,533
1905.04.20201552317190-0,051-0,05980,6081
2012.04.20202021521690-0,0352-0,04180,6177
2119.04.20202557828834-0,0598-0,07680,5283
2226.04.20202486726295-0,0279-0,03720,6201
2303.05.20203721638359-0,0151-0,02110,6344
2410.05.20202787329636-0,0307-0,03920,6033
2517.05.20202573530031-0,077-0,09590,4761
2624.05.20202885031052-0,0368-0,04420,5812
2731.05.20203038234538-0,064-0,08110,4831
2807.06.20204530147103-0,0195-0,03130,6013
2914.06.20204893953884-0,0481-0,06310,4435
3021.06.20202657727622-0,0193-0,02330,6393
3128.06.20202487527454-0,0493-0,0630,5623
3205.07.20202098221505-0,0123-0,02280,6655
3312.07.20202695527937-0,0179-0,03760,6425
3419.07.20203090133185-0,0356-0,05610,5771
3526.07.202031361313240,0006-0,00610,6937
3602.08.20202765028217-0,0101-0,01910,6633
3709.08.202030346298570,00810,01690,7164
3816.08.20202878829373-0,0101-0,00690,6624
3923.08.20202966730833-0,0193-0,01580,6333
4030.08.202033217324690,01140,02170,7294
4106.09.20204756152099-0,0455-0,05670,4639
4213.09.20202939734167-0,075-0,09830,4523
4320.09.20203252835065-0,0375-0,04840,5644
4427.09.20203162136717-0,0746-0,08930,4359
4504.10.20202622127875-0,0306-0,03850,6088
4611.10.20202871229070-0,0062-0,00810,6738
4718.10.20203174433178-0,0221-0,02130,6198
4825.10.20203268333066-0,0058-0,01220,6726
4901.11.20203462639843-0,0701-0,09820,4299
5008.11.20203678639167-0,0313-0,05650,5723
5115.11.20205454664260-0,0818-0,10420,2041
5222.11.20205828963899-0,0459-0,06910,4101
5329.11.20205468558275-0,0318-0,04720,5115
5406.12.20206228665835-0,0277-0,03790,5136
5513.12.20205910660089-0,0082-0,01270,6424
5620.12.20204864950414-0,0178-0,02310,6032
5727.12.20203566239563-0,0519-0,06920,4959
5803.01.20212584228375-0,0467-0,05350,5646
5910.01.20214834551232-0,029-0,03730,5468
6017.01.202161310605570,006200,7296
6124.01.202145257427720,02820,04030,8166
6231.01.202193020106798-0,069-0,08480
6307.02.202175251723820,01940,02460,8359
6414.02.202173149723290,00560,00580,733
6521.02.20215238654556-0,0203-0,03340,5828
6628.02.20215997967440-0,0586-0,07230,3172
6707.03.20215296261317-0,0731-0,08980,2723
6814.03.20214556346888-0,0143-0,02980,6253
6921.03.20213579539659-0,0512-0,06630,4978
7028.03.20213799843331-0,0656-0,08050,424
7104.04.20212908630081-0,0168-0,02150,6418
7211.04.20213071132319-0,0255-0,03190,6111
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Индикаторы сентимента по рынку США в целом

Date Number
created
positive
negative
B_scaled
12019-12-15 0:00:00100,831358
22019-12-22 0:00:00000,831214
32020-01-12 0:00:00300,831647
42020-01-19 0:00:00310,831503
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72020-02-09 0:00:00100,831358
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2042023-12-03 0:00:004170,829335
]]> Базовая обработка текстовых данных. Решение задачи классификации тональности https://senti-way.ru/basenlp/ Sun, 26 Nov 2023 14:10:39 +0000 https://senti-way.ru/?p=161 Структура скрипта

  • Анализ англоязычных текстовых данных
  • Анализ русскоязычных текстовых данных
  • Рассмотрение операций стемминга и лемматизации элементов текстового корпуса
  • Рассмотрение овер- и андер-сэмплинга: приведение выборки к сбалансированному виду
  • Токенизация на основе библиотеки Keras: обзор алгоритма “мешок слов”
  • Токенизация на основе алгоритма TF-IDF
  • Классификация текстовых данных: разметка тональности сообщений
Требуемые библиотеки

import pandas as pd
import numpy as np
import re
import tensorflow as tf
import keras
from keras import layers
from sklearn.metrics import mean_squared_error, mean_absolute_error
from tensorflow.keras.optimizers import Adam, SGD, RMSprop, Adagrad
from tensorflow.keras.callbacks import ModelCheckpoint
from tensorflow.keras.layers import Bidirectional, LSTM, Dropout, Embedding, Dense
from sklearn.model_selection import train_test_split
from imblearn.over_sampling import SMOTE
from imblearn.under_sampling import NearMiss
from nltk.stem import SnowballStemmer
from nltk.stem import WordNetLemmatizer
from sklearn.feature_extraction.text import TfidfVectorizer, TfidfTransformer
import pymorphy2
from tensorflow.keras.preprocessing.text import Tokenizer
from tensorflow.keras.preprocessing.sequence import pad_sequences
1. Первичная обработка текстовых данных

train2 = table['Tweet'].str.lower()
text1_test = train2.astype(str)

text1_without = text1_test.str.replace('[\([{})\]]', '')
text1_without = text1_without.str.replace('https:\/\/\S+', '')
text1_without = text1_without.str.replace('[\n/!@#$%^&*()"№;—:?=|«»,.]', ' ')
text1_without = text1_without.str.replace('[0-9+]', ' ')

ready_text1 = pd.DataFrame(text1_without)
ready_text1.columns = ['cleaned_posts']
ready_text1
2. Удаление стоп-слов из всего массива

ready_text = []

#for i in ready_text1['cleaned_posts'][:10]:
for i in ready_text1['cleaned_posts']:
  vec = [word for word in i.split() if word not in stopwords.words('english')]
  vec = ' '.join(vec)
  ready_text.append(vec)

ready_text
3. Стемминг всех элемнтов в массиве

snowball = SnowballStemmer(language="english")
tab = []

for i in ready_text:
  sent = []
  for z in i.split():
    new_word = snowball.stem(z)
    sent.append(new_word)
  new_sent = ' '.join(sent)
  tab.append(new_sent)

  print(tab)
4. Лемматизация всех элементов в массиве

nltk.download('wordnet')
lemmatizer = WordNetLemmatizer()

for i in ready_text:
  row_lemm = []
  for z in i.split():
    lemm = lemmatizer.lemmatize(z)
    row_lemm.append(lemm)
  new_lemm = ' '.join(row_lemm)

  print(new_lemm)
5. Токенизация элементов массива на основе "мешка слов"

tokenizer = Tokenizer(num_words=num_words)
posts = new_tab1[0]
tokenizer.fit_on_texts(posts)
sequences = tokenizer.texts_to_sequences(posts)
x = pad_sequences(sequences, maxlen=max_review_len)
6. Токенизация элементов массива на основе алгоритма TF-IDF

#Токенизация элементов массива и их векторизация
count_vect = TfidfVectorizer(
    #analyzer='char',
    analyzer='word',
    ngram_range=(1, 2),
    max_df=0.9,
    min_df=2,
    norm = None
)
x_count = count_vect.fit_transform(new_tab1[0])

# Если требуется перевести в векторное пространство тестовый новый массив данных

x_test_count = count_vect1.transform(posts_test1)
x_test_tf = tfidf_transform.transform(x_test_count)



# Построение датафрейма для отображения всей матрицы токенов
x_tf1 = pd.DataFrame.sparse.from_spmatrix(x_count)
x_tf2 = x_tf1.to_numpy()



# Перевод матрицы в numpy array и удаление всех нулевых элементов построчно
matrix1 = []

z=1

for i in list(x_tf2):
  row = i[i!=0]
  matrix1.append(row)
  print(z)
  z=z+1

matrix1



# Приведение каждой строчки данных к единой длине (смотрим распределение длины векторов)
x_test2 = pad_sequences(matrix1, maxlen=max_review_len, dtype='float32')
7. Приведение выборки к сбалнсированному виду: Oversampling Case

over_sampler = SMOTE(k_neighbors=3)
x_res, y_res = over_sampler.fit_resample(x_train, y_train)
x_res, y_res = shuffle(x_res, y_res, random_state=0)
y_res.value_counts()

8. Приведение выборки к сбалнсированному виду: Undersampling Case
under_sampler = NearMiss()
x_res1, y_res1 = under_sampler.fit_resample(x_train, y_train)
y_res1.value_counts()

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]]> Основы парсинга информации: BeautifulSoup, Selenium https://senti-way.ru/selenium_bs/ Mon, 20 Nov 2023 09:12:16 +0000 https://senti-way.ru/?p=158 Структура скрипта

  • Рассмотрение осовных команд к библиотеке Selenium
  • Рассмотрение осовных команд к библиотеке BeautifulSoup
  • Осуществление процесса сбора текстовой информации с форума Bits.media при помощи BeautifulSoup
  • Осуществление процесса сбора текстовой информации с форума Bits.media при помощи Selenium
  • Имплементация постраничного парсинга публичной информации с онлайн-портала
Требуемые библиотеки

from selenium import webdriver
import time
from webdriver_manager.chrome import ChromeDriverManager
from clickhouse_driver import Client
import pandas as pd
import requests as rs
from selenium.webdriver.common.by import By
from bs4 import BeautifulSoup as bs
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.chrome.service import Service
1. Пример кода для построения простой рекурретной нейронной сети

Можно также использовать универсальную команду find_element(By.) или find_elements(By.), где в скобках после By. можно указать разные команды:

ID = “id”

XPATH = “xpath”

NAME = “name”

TAG_NAME = “tag name”

CLASS_NAME = “class name”

LINK_TEXT = “link text”

PARTIAL_LINK_TEXT = “partial link text”

Для открытия страницы по ссылке используется команда:

.get("url")

Для обновления страницы:

.refresh()

Чтобы ввести текст в определенное поле / часть страницы:

.send_keys("emailid@lambdatest.com")

В случае, если требуется удалить часть "скелета" сайта или информацию из поля:

.clear()

Для нажатия для элемена по кнопке или другой части сайта:

.click()

Получение кода страницы 
.page_source
2. Основные команды работы в BeautifulSoup

Вместо подгружения вебдрайвера и открытия нового окна браузера можно сразу высызвать по ссылке нужную нам страницу:

requests.get('url')

Далее уже выгружаем сам код страницы:

html = response.text

На основе кода формируем объект для парсинга нужных элементов страницы:

soup = BeautifulSoup(html, 'html.parser')

или (более универсальный и быстрый метод)

soup = BeautifulSoup(html, 'lxml')

Если требуется определенный элемент по ID извлечь из кода страницы:

soup.find(id='example')

Если требуется выбрать все элемени по отдельному ID:

soup.find_all(id='example')

Однако можно находить элементы по различным атрибутам:

soup.find_all(attrs={'data-name': 'my-data'}) или soup.find(attrs={'data-name': 'my-data'})

Частым являются запросы по парсингу повторяющихся элементов страницы:

soup.find_all('div', {'class': 'class_name'})

или

soup.find_all('div', class_='class_name')

Однако, если в элементе с классом есть дополнительный тег, то можно применить:

soup.find_all('div', {'class': 'class_name'}, 'tag_name')

Можно также отбирать элементы:

soup.select('element')

И также эти элементы удалять из кода страницы:

soup.extract('element')

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]]> Рекуррентные нейронные сети https://senti-way.ru/rnn_lstm/ Mon, 20 Nov 2023 09:01:28 +0000 https://senti-way.ru/?p=155 Структура скрипта

  • Рассмотрение архитектуры простой рекуррентной нейронной сети (RNN)
  • Анализ различных вариантов построения RNN
  • Рассмотрение архитектуры нейронной сети с долгой краткосрочной памяти (LSTM)
  • Поиск оптимальных гиперпараметров моделей RNN, LSTM
  • Рассмотрение однонаправленной и двунаправленной LSTM с отключение переобученных нейронов
Требуемые библиотеки

import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split
import tensorflow as tf
import keras
from keras import layers
from sklearn.metrics import mean_squared_error, mean_absolute_error
from tensorflow.keras.optimizers import Adam
from tensorflow.keras.callbacks import ModelCheckpoint
from sklearn.metrics import classification_report
from sklearn.preprocessing import MinMaxScaler
from tensorflow.keras.utils import plot_model
from tensorflow.keras.layers import Bidirectional, LSTM
from tensorflow.keras.layers import Dropout

1. Пример кода для построения простой рекурретной нейронной сети

model = keras.Sequential()

model.add(layers.SimpleRNN(128, input_shape=(train_x.shape[1], 1), return_sequences=False))


model.add(layers.Dense(1, activation='sigmoid'))

optimizer = Adam(learning_rate=0.001)

model.compile(optimizer=optimizer, loss='binary_crossentropy', metrics=['accuracy'])

model_save_path = 'best_model.h7'

checkpoint_callback = ModelCheckpoint(model_save_path,
                                     monitor='val_accuracy',
                                     save_best_only=True,
                                      verbose=1)

model.fit(train_x, train_y, epochs=10, batch_size=32, validation_split=0.2, verbose = 1,
          callbacks=[checkpoint_callback]
          )
2. Пример кода для построения LSTM

model_LSTM = keras.Sequential()

model_LSTM.add(layers.LSTM(128, input_shape=(train_x.shape[1], 1), return_sequences=False))


model_LSTM.add(layers.Dense(1, activation='sigmoid'))


optimizer = Adam(learning_rate=0.1)

model_LSTM.compile(optimizer=optimizer, loss='binary_crossentropy', metrics=['accuracy'])

model_save_path = 'best_model.h7'

checkpoint_callback = ModelCheckpoint(model_save_path,
                                     monitor='val_accuracy',
                                     save_best_only=True,
                                      verbose=1)

model_LSTM.fit(train_x, train_y, epochs=10, batch_size=32, validation_split=0.2, verbose = 1,
          callbacks=[checkpoint_callback]
          )


2. Пример кода для построения двунаправленной сети LSTM с отключением переобученных нейронов

model_BiLSTM_drop = keras.Sequential()

model_BiLSTM_drop.add(LSTM(128, input_shape=(train_x.shape[1], 1), return_sequences=True))

model_BiLSTM_drop.add(Dropout(0.2))

model_BiLSTM_drop.add(Bidirectional(LSTM(128, return_sequences=False)))


model_BiLSTM_drop.add(layers.Dense(1, activation='sigmoid'))


optimizer = Adam(learning_rate=0.1)

model_BiLSTM_drop.compile(optimizer=optimizer, loss='binary_crossentropy', metrics=['accuracy'])

model_save_path = 'best_model.h7'

checkpoint_callback = ModelCheckpoint(model_save_path,
                                     monitor='val_accuracy',
                                     save_best_only=True,
                                      verbose=1)

model_BiLSTM_drop.fit(train_x, train_y, epochs=10, batch_size=32, verbose = 1, validation_split=0.2,
          callbacks=[checkpoint_callback]
          )

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]]> Важная литература по анализу криптоактивов https://senti-way.ru/library/ Fri, 03 Nov 2023 21:52:36 +0000 https://senti-way.ru/?p=109
Python Notebooks
Useful Datasets
The Perfect Symbiosis of Blockchain, Tokens, DeFi, and NFTs?
Linkage of Non-Fungible (NFT) Tokens to Measures of Uncertainty: Does Fear Bode Well for NFT Holders?
THE ONLY CRYPTOCURRENCY INVESTING BOOK YOU’LL EVER NEED
Cryptocurrency and stock market: bibliometric and content analysis
Using US Stock Sectors to Diversify, Hedge, and Provide Safe Havens for NFT Coins
An application of a TVP-VAR extended joint connected approach to explore connectedness between WTI crude oil, gold, stock and cryptocurrencies during the COVID-19 health crisis
An investigation of financial contagion between cryptocurrency and equity markets: Evidence from developed and emerging markets
Asymmetric dynamic spillover effect between cryptocurrency and China’s financial market: Evidence from TVP-VAR based connectedness approach
Cryptocurrencies Intraday High-Frequency Volatility Spillover Effects Using Univariate and Multivariate GARCH Models
Deciphering the cryptocurrency conundrum: Investigating speculative characteristics and volatility
Risk analysis in decentralized fnance (DeFi): a fuzzy‐AHP approach
Understanding Cryptocurrencies
Interconnectedness of Cryptocurrency Uncertainty Indices with Returns and Volatility in Financial Assets during COVID-19
Non-fungible tokens as an area of entrepreneurial activity: Global perspective and potential directions of change
Cryptocurrencies in Modern Finance: A Literature Review
]]> Простой и многослойный персептроны https://senti-way.ru/perceptrons/ Fri, 03 Nov 2023 21:33:05 +0000 https://senti-way.ru/?p=103 Структура скрипта

  • Рассмотрение строения простого персептрона
  • Анализ различных функций активации нейрона
  • Построение простого персептрона и его обучение
  • Настройка гиперпараметров нейронной модели
  • Рассмотрение различных функций потерь для оценки качества обучения модели
Требуемые библиотеки

from keras.layers import Dense
from keras.models import Sequential
import numpy as np
import pandas as pd
Функции активации
Схема простого персептрона
1. Пример кода для построения базовой нейронной модели

model1 = Sequential([
    Dense(1, input_shape=(2,))
])

model1.summary()

2. Пример построения многослойного персептрона с несколькими функциями активации и коимпилирования всей модели

model2 = Sequential([
    Dense(3, input_shape=(2,)),
    Dense(2, input_shape=(2,), activation='relu'),
    Dense(1, input_shape=(2,), activation='linear'),
   # Dense(1, activation='relu')
])

#model2.load_weights('my_model_weights.h5')

optimizer = Adam(lr=0.001)

model2.compile(optimizer=optimizer, loss='mse', metrics='mae')

model2.fit(x_train, y_train, epochs=50)

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]]> Повторение основ Pandas, NumPy, Matplotlib и подходов в анализе временных рядов https://senti-way.ru/libsandtimeseries/ Fri, 03 Nov 2023 20:52:13 +0000 https://senti-way.ru/?p=93 Структура тренировочного ноутбука повторения основ Pandas, NumPy, Matplotlib

  • Основные характеристики массива
  • Добавление и удаление элементов из NumPy массива
  • Получение определенных элементов, строк, столбцов
  • Способы создания датасета
  • Поиск пропущенных переменных с помощью Pandas
  • Pandas – фильтрация и заполнение пропущенных переменных
  • Преобразование данных в Pandas – Удаление дубликатов
  • Преобразование данных в Pandas – Замена переменных
  • Базовые статистические операции
  • Создание графиков – scatter, plot и т.п.
  • Задания для самостоятельного выполнения

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Структура тренировочного ноутбука для анализа временных рядов

  • Рассмотрение одного из способов получения биржевых данных
  • Построением графиков для визуального анализа характеристик данных
  • Построение корреляционной матрицы
  • Тестирование стратегии Buy and Hold
  • Расчет количества активов, которые мы можем купить определенную сумму
  • Построение линейной регрессионной модели
  • Получение данных с YFinance, прогнозирование на n дней вперед
  • Временные ряды, автокорреляция, ADF-тест
  • Графики временных рядов, анализ тренда. Решение проблемы нестационарности временных данных
  • Декомпозиция временных рядов

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]]> Стартовый скрипт для осуществления соревнования по ML https://senti-way.ru/competition/ Fri, 03 Nov 2023 19:35:44 +0000 https://senti-way.ru/?p=90 Структура скрипта

  • Требуемые библиотеки для проведения соревнования и краткий пример кода:
import numpy as np
import pandas as pd
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import train_test_split
from sklearn.metrics import roc_auc_score

1. Загружаем данные

train = pd.read_csv('train_data.csv')
train.head()

test = pd.read_csv('test_data.csv')
test.head()

2. Готовим фичи и тренируем модель

features = [train.lat,
            train.lon]

df = np.array(features).T
train_X, test_X, train_y, test_y = train_test_split(df, train.burned.values)

lr = LogisticRegression()
lr.fit(train_X, train_y)

roc_auc_score(test_y.astype(int), lr.predict_proba(test_X)[:, 1])

3. Делаем предсказание на тесте и загружаем ответы в файл

test_features = [test.lat,
                 test.lon]
df_test = np.array(test_features).T

probas = lr.predict_proba(df_test)[:, 1]

df = pd.DataFrame(probas, columns=['Prob'])
df.to_csv('submit.csv', index_label='Id')

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