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Datasets:
georgiyozhegov
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Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
parquet
Size:
100K - 1M
Tags:
finance
Libraries:
Datasets
pandas
License:
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float64
15.8k
107k
high
float64
16.3k
109k
low
float64
8.2k
104k
close
float64
15.8k
107k
volume
float64
0.04
23.9k
sma-10
float64
16.4k
104k
sma-50
float64
16.8k
99.3k
sma-200
float64
19.5k
81.7k
golden-cross
int64
0
1
death-cross
int64
0
1
upper-band
float64
56.3k
139k
lower-band
float64
-22,713.65
59.8k
symbol
stringclasses
1 value
timestamp
timestamp[ns, tz=UTC]
29,255.71
29,682.29
28,707.56
29,676.79
848.87403
29,676.79
29,676.79
29,676.79
0
0
69,171.632275
-9,818.052275
BTC/USD
2021-01-01T06:00:00
29,678.34
34,200
29,555.99
33,769.52
2,144.592516
31,723.155
31,723.155
31,723.155
0
0
71,217.997275
-7,771.687275
BTC/USD
2021-01-02T06:00:00
33,769.52
34,812.93
32,300.61
32,908.02
1,838.695433
32,118.11
32,118.11
32,118.11
0
0
71,612.952275
-7,376.732275
BTC/USD
2021-01-03T06:00:00
32,907.36
33,496.03
27,900
30,441.57
2,711.189503
31,698.975
31,698.975
31,698.975
0
0
71,193.817275
-7,795.867275
BTC/USD
2021-01-04T06:00:00
30,461.84
35,851.42
29,927.55
35,063
1,756.751333
32,371.78
32,371.78
32,371.78
0
0
71,866.622275
-7,123.062275
BTC/USD
2021-01-05T06:00:00
35,088.23
37,810
33,700
37,485.27
1,897.568734
33,224.028333
33,224.028333
33,224.028333
0
0
72,718.870608
-6,270.813942
BTC/USD
2021-01-06T06:00:00
37,486.29
40,410.02
35,936.73
38,009.79
2,710.620043
33,907.708571
33,907.708571
33,907.708571
0
0
73,402.550846
-5,587.133704
BTC/USD
2021-01-07T06:00:00
38,018.16
41,999
37,595.44
39,379.24
2,199.033127
34,591.65
34,591.65
34,591.65
0
0
74,086.492275
-4,903.192275
BTC/USD
2021-01-08T06:00:00
39,301.47
41,446.85
38,789.12
40,547.42
1,133.603814
35,253.402222
35,253.402222
35,253.402222
0
0
74,748.244497
-4,241.440053
BTC/USD
2021-01-09T06:00:00
40,544.78
41,150
33,550
34,860.75
2,961.388435
35,214.137
35,214.137
35,214.137
0
0
74,708.979275
-4,280.705275
BTC/USD
2021-01-10T06:00:00
34,883.83
36,357.78
30,365.5
35,892.58
3,881.031504
35,835.716
35,275.813636
35,275.813636
0
0
74,770.655911
-4,219.028639
BTC/USD
2021-01-11T06:00:00
35,894.6
36,610.52
32,357.25
33,284.02
2,034.619943
35,787.166
35,109.830833
35,109.830833
0
0
74,604.673108
-4,385.011442
BTC/USD
2021-01-12T06:00:00
33,284.04
38,181.93
33,160.88
37,546.57
1,929.205192
36,251.021
35,297.272308
35,297.272308
0
0
74,792.114583
-4,197.569967
BTC/USD
2021-01-13T06:00:00
37,549.9
40,100
37,460.29
37,800.02
1,282.270458
36,986.866
35,476.04
35,476.04
0
0
74,970.882275
-4,018.802275
BTC/USD
2021-01-14T06:00:00
37,800.02
38,745.3
34,362.01
35,859.45
1,604.522965
37,066.511
35,501.600667
35,501.600667
0
0
74,996.442942
-3,993.241608
BTC/USD
2021-01-15T06:00:00
35,865.83
37,954.56
35,370
35,562.63
902.572116
36,874.247
35,505.415
35,505.415
0
0
75,000.257275
-3,989.427275
BTC/USD
2021-01-16T06:00:00
35,558.07
36,846.47
33,850
35,349.37
883.104108
36,608.205
35,496.235882
35,496.235882
0
0
74,991.078157
-3,998.606393
BTC/USD
2021-01-17T06:00:00
35,341.8
37,434.5
35,069
36,312.15
824.678591
36,301.496
35,541.564444
35,541.564444
0
0
75,036.406719
-3,953.277831
BTC/USD
2021-01-18T06:00:00
36,310.33
37,866.15
34,779.05
35,505.69
972.825907
35,797.323
35,539.676316
35,539.676316
0
0
75,034.518591
-3,955.165959
BTC/USD
2021-01-19T06:00:00
35,505.69
35,942.45
33,433.2
34,569.16
1,008.849125
35,768.164
35,491.1505
35,491.1505
0
0
74,985.992775
-4,003.691775
BTC/USD
2021-01-20T06:00:00
34,569.19
34,997.39
28,951.58
31,795
3,123.308189
35,358.406
35,315.143333
35,315.143333
0
0
74,809.985608
-4,179.698942
BTC/USD
2021-01-21T06:00:00
31,824.6
33,868.4
30,444.19
33,384.16
1,036.631931
35,368.42
35,227.371364
35,227.371364
0
0
74,722.213639
-4,267.470911
BTC/USD
2021-01-22T06:00:00
33,397.09
33,490.65
31,418.57
32,872.34
539.931189
34,900.997
35,124.978696
35,124.978696
0
0
74,619.820971
-4,369.863579
BTC/USD
2021-01-23T06:00:00
32,894.73
33,809.56
30,950.03
33,324.95
680.291359
34,453.49
35,049.9775
35,049.9775
0
0
74,544.819775
-4,444.864775
BTC/USD
2021-01-24T06:00:00
33,350
34,888
31,421.89
32,097
831.863898
34,077.245
34,931.8584
34,931.8584
0
0
74,426.700675
-4,562.983875
BTC/USD
2021-01-25T06:00:00
32,080.13
32,968.54
30,852
31,548.05
722.496795
33,675.787
34,801.711923
34,801.711923
0
0
74,296.554198
-4,693.130352
BTC/USD
2021-01-26T06:00:00
31,553.56
32,010
29,256.82
31,778.65
1,583.715237
33,318.715
34,689.746667
34,689.746667
0
0
74,184.588942
-4,805.095608
BTC/USD
2021-01-27T06:00:00
31,794.12
34,400
30,840.9
33,045.47
1,510.908261
32,992.047
34,631.0225
34,631.0225
0
0
74,125.864775
-4,863.819775
BTC/USD
2021-01-28T06:00:00
33,055.88
38,673.14
31,977.13
33,517.18
2,694.9827
32,793.196
34,592.614138
34,592.614138
0
0
74,087.456413
-4,902.228137
BTC/USD
2021-01-29T06:00:00
33,517.18
34,836.61
33,143.57
33,761.43
728.078992
32,712.423
34,564.908
34,564.908
0
0
74,059.750275
-4,929.934275
BTC/USD
2021-01-30T06:00:00
33,773.39
34,219.1
32,200
33,787.13
806.918374
32,911.636
34,539.818387
34,539.818387
0
0
74,034.660662
-4,955.023888
BTC/USD
2021-01-31T06:00:00
33,787.67
34,707.6
33,136.11
34,009.33
959.144331
32,974.153
34,523.240625
34,523.240625
0
0
74,018.0829
-4,971.60165
BTC/USD
2021-02-01T06:00:00
34,027.73
36,916.24
33,954.16
36,510.08
1,091.302183
33,337.927
34,583.447879
34,583.447879
0
0
74,078.290154
-4,911.394396
BTC/USD
2021-02-02T06:00:00
36,506.68
38,431.27
35,561.35
37,646.6
1,120.459803
33,770.092
34,673.540588
34,673.540588
0
0
74,168.382863
-4,821.301687
BTC/USD
2021-02-03T06:00:00
37,634.49
38,747.61
36,182.22
37,108.52
1,591.085136
34,271.244
34,743.111429
34,743.111429
0
0
74,237.953704
-4,751.730846
BTC/USD
2021-02-04T06:00:00
37,102.75
39,699.95
37,070.01
39,051
1,153.670297
35,021.539
34,862.775
34,862.775
0
0
74,357.617275
-4,632.067275
BTC/USD
2021-02-05T06:00:00
39,054.2
41,019.93
38,000
38,571.85
1,238.672877
35,700.859
34,963.02027
34,963.02027
0
0
74,457.862545
-4,531.822005
BTC/USD
2021-02-06T06:00:00
38,565.36
39,736.17
37,383.51
38,700
932.225474
36,266.312
35,061.361842
35,061.361842
0
0
74,556.204117
-4,433.480433
BTC/USD
2021-02-07T06:00:00
38,712.8
47,500
38,658.96
46,964.37
2,876.161989
37,611.031
35,366.567179
35,366.567179
0
0
74,861.409454
-4,128.275095
BTC/USD
2021-02-08T06:00:00
46,957.6
48,203.13
45,040
46,166.35
1,420.610386
38,851.523
35,636.56175
35,636.56175
0
0
75,131.404025
-3,858.280525
BTC/USD
2021-02-09T06:00:00
46,168.8
47,371.09
43,750
44,675.1
1,361.970634
39,940.32
35,857.013902
35,857.013902
0
0
75,351.856177
-3,637.828373
BTC/USD
2021-02-10T06:00:00
44,697.12
48,969.45
44,444.48
47,289.12
1,765.386034
41,268.299
36,129.206905
36,129.206905
0
0
75,624.04918
-3,365.63537
BTC/USD
2021-02-11T06:00:00
47,289.12
48,224.1
46,231.52
47,960.94
934.058092
42,413.385
36,404.363488
36,404.363488
0
0
75,899.205763
-3,090.478787
BTC/USD
2021-02-12T06:00:00
47,960.94
48,997.7
46,285
48,938.82
804.437966
43,542.607
36,689.2375
36,689.2375
0
0
76,184.079775
-2,805.604775
BTC/USD
2021-02-13T06:00:00
48,942.87
49,730
45,691.42
46,773.29
1,209.900633
44,509.084
36,913.327556
36,913.327556
0
0
76,408.169831
-2,581.514719
BTC/USD
2021-02-14T06:00:00
46,765
49,975
46,727.34
49,185.11
1,035.488307
45,522.495
37,180.105435
37,180.105435
0
0
76,674.94771
-2,314.73684
BTC/USD
2021-02-15T06:00:00
49,168.5
50,623
47,800
49,711.98
1,299.085662
46,636.508
37,446.741064
37,446.741064
0
0
76,941.583339
-2,048.101211
BTC/USD
2021-02-16T06:00:00
49,720.34
52,644.51
49,630
52,200
1,447.308943
47,986.508
37,754.100625
37,754.100625
0
0
77,248.9429
-1,740.74165
BTC/USD
2021-02-17T06:00:00
52,194.82
52,278.77
50,732
51,506.26
1,033.457996
48,440.697
38,034.756939
38,034.756939
0
0
77,529.599214
-1,460.085336
BTC/USD
2021-02-18T06:00:00
51,512.1
56,615.62
51,487.36
55,683.65
1,706.062977
49,392.427
38,387.7348
38,387.7348
0
0
77,882.577075
-1,107.107475
BTC/USD
2021-02-19T06:00:00
55,691.78
57,572
54,000
56,570
1,134.234493
50,581.917
38,925.599
38,744.249804
1
0
78,420.441275
-569.243275
BTC/USD
2021-02-20T06:00:00
56,570
58,355.03
55,156.52
55,865.52
1,002.137833
51,439.557
39,367.519
39,073.505
0
0
78,862.361275
-127.323275
BTC/USD
2021-02-21T06:00:00
55,894.74
56,640.28
47,303.68
49,950.09
2,826.614714
51,638.472
39,708.3604
39,278.723585
0
0
79,203.202675
213.518125
BTC/USD
2021-02-22T06:00:00
49,950.08
51,399.11
45,000
50,217.25
3,008.961804
51,766.315
40,103.874
39,481.288889
0
0
79,598.716275
609.031725
BTC/USD
2021-02-23T06:00:00
50,211.36
51,402.65
48,054.15
50,440.62
1,427.023642
52,133.048
40,411.4264
39,680.549455
0
0
79,906.268675
916.584125
BTC/USD
2021-02-24T06:00:00
50,430.78
52,050
45,297.57
45,499.29
1,623.067066
51,764.466
40,571.7068
39,784.455536
0
0
80,066.549075
1,076.864525
BTC/USD
2021-02-25T06:00:00
45,499.3
48,446.11
44,112.21
47,791.28
1,253.167996
51,572.396
40,767.3366
39,924.92614
0
0
80,262.178875
1,272.494325
BTC/USD
2021-02-26T06:00:00
47,799.99
48,375.86
44,239.59
44,803.83
947.264824
50,832.779
40,875.8284
40,009.045172
0
0
80,370.670675
1,380.986125
BTC/USD
2021-02-27T06:00:00
44,821.68
46,999.68
43,020
46,235.25
1,329.783722
50,305.678
40,989.585
40,114.574068
0
0
80,484.427275
1,494.742725
BTC/USD
2021-02-28T06:00:00
46,235.25
50,273.12
45,688.43
48,703.55
1,387.380036
49,607.668
41,266.441
40,257.723667
0
0
80,761.283275
1,771.598725
BTC/USD
2021-03-01T06:00:00
48,703.02
49,745.32
47,067.99
49,132.93
782.046938
48,863.961
41,531.248
40,403.218852
0
0
81,026.090275
2,036.405725
BTC/USD
2021-03-02T06:00:00
49,146.59
52,644.44
49,001.58
49,708.29
1,503.190121
48,248.238
41,859.7334
40,553.300645
0
0
81,354.575675
2,364.891125
BTC/USD
2021-03-03T06:00:00
49,699.49
50,771.99
46,256.38
47,143.6
1,248.700148
47,967.589
42,051.674
40,657.908571
0
0
81,546.516275
2,556.831725
BTC/USD
2021-03-04T06:00:00
47,155.97
49,472.53
46,436.91
48,450.01
965.82272
47,790.865
42,264.6738
40,779.660156
0
0
81,759.516075
2,769.831525
BTC/USD
2021-03-05T06:00:00
48,481.8
49,912.09
47,074.63
49,364.28
636.939124
47,683.231
42,534.7704
40,911.731231
0
0
82,029.612675
3,039.928125
BTC/USD
2021-03-06T06:00:00
49,364.28
51,831.9
49,091.4
50,807.58
845.934967
48,214.06
42,839.6694
41,061.668333
0
0
82,334.511675
3,344.827125
BTC/USD
2021-03-07T06:00:00
50,800.02
54,421.44
49,329.8
54,281.56
1,007.561091
48,863.088
43,218.3132
41,258.980149
0
0
82,713.155475
3,723.470925
BTC/USD
2021-03-08T06:00:00
54,254.01
55,835.43
53,038.45
53,657.62
1,145.798874
49,748.467
43,565.2226
41,441.313088
0
0
83,060.064875
4,070.380325
BTC/USD
2021-03-09T06:00:00
53,674.83
57,418.6
53,536.53
55,241.5
1,038.171332
50,649.092
43,959.9388
41,641.315797
0
0
83,454.781075
4,465.096525
BTC/USD
2021-03-10T06:00:00
55,241.5
58,172.9
54,275.5
57,182.06
991.725718
51,496.943
44,412.1968
41,863.326429
0
0
83,907.039075
4,917.354525
BTC/USD
2021-03-11T06:00:00
57,166.16
57,737.63
55,051
56,764.86
843.906824
52,260.136
44,911.594
42,073.207183
0
0
84,406.436275
5,416.751725
BTC/USD
2021-03-12T06:00:00
56,745.29
61,790.24
56,497.11
61,027.96
1,037.456482
53,392.103
45,464.47
42,336.467639
0
0
84,959.312275
5,969.627725
BTC/USD
2021-03-13T06:00:00
61,000.01
61,082.89
58,658.03
59,765.08
759.19615
54,654.251
46,002.3248
42,575.215753
0
0
85,497.167075
6,507.482525
BTC/USD
2021-03-14T06:00:00
59,734.18
59,930.47
53,223
54,406.38
1,684.637332
55,249.888
46,423.9534
42,735.096351
0
0
85,918.795675
6,929.111125
BTC/USD
2021-03-15T05:00:00
54,398.29
57,189.78
53,550
55,583.84
878.705334
55,871.844
46,893.6902
42,906.412933
0
0
86,388.532475
7,398.847925
BTC/USD
2021-03-16T05:00:00
55,566.58
59,555
54,111.95
58,814.92
1,082.85383
56,672.578
47,439.0276
43,115.735395
0
0
86,933.869875
7,944.185325
BTC/USD
2021-03-17T05:00:00
58,818.6
60,099
56,240.5
57,882.46
798.5158
57,032.668
47,961.1038
43,307.511039
0
0
87,455.946075
8,466.261525
BTC/USD
2021-03-18T05:00:00
57,882.45
59,455.07
57,489.99
58,232.18
592.509607
57,490.124
48,464.838
43,498.852949
0
0
87,959.680275
8,969.995725
BTC/USD
2021-03-19T05:00:00
58,215.62
59,944.61
56,754.44
56,933.15
563.571496
57,659.289
48,933.1574
43,668.907342
0
0
88,427.999675
9,438.315125
BTC/USD
2021-03-20T05:00:00
56,900.18
58,146.89
55,509
57,600
598.563919
57,701.083
49,409.9288
43,843.046
0
0
88,904.771075
9,915.086525
BTC/USD
2021-03-21T05:00:00
57,600
58,427.14
53,707.5
54,424.88
1,014.364672
57,467.085
49,822.6838
43,973.685926
0
0
89,317.526075
10,327.841525
BTC/USD
2021-03-22T05:00:00
54,424.02
55,839.36
53,000
54,101.73
942.099039
56,774.462
50,224.5318
44,097.198659
0
0
89,719.374075
10,729.689525
BTC/USD
2021-03-23T05:00:00
54,119.51
57,190.63
51,500.27
52,253.12
1,324.833236
56,023.266
50,539.3926
44,195.462771
0
0
90,034.234875
11,044.550325
BTC/USD
2021-03-24T05:00:00
52,247.21
53,231.67
50,411
52,709.82
1,166.755824
55,853.61
50,840.657
44,296.824167
0
0
90,335.499275
11,345.814725
BTC/USD
2021-03-25T05:00:00
52,713.85
55,582.55
52,413.1
55,010.74
947.150454
55,796.3
51,198.7014
44,422.870235
0
0
90,693.543675
11,703.859125
BTC/USD
2021-03-26T05:00:00
54,985.38
56,610
53,962.32
56,262.79
624.446485
55,541.087
51,542.9372
44,560.543721
0
0
91,037.779475
12,048.094925
BTC/USD
2021-03-27T05:00:00
56,269.39
56,526.55
54,698.57
55,309.43
468.542315
55,283.784
51,877.6888
44,684.094138
0
0
91,372.531075
12,382.846525
BTC/USD
2021-03-28T05:00:00
55,294.61
58,400
54,900.7
57,550.48
850.558602
55,215.614
52,254.6984
44,830.303068
0
0
91,749.540675
12,759.856125
BTC/USD
2021-03-29T05:00:00
57,550.47
59,405.87
57,360.29
58,758.08
589.789997
55,398.107
52,490.5726
44,986.794944
0
0
91,985.414875
12,995.730325
BTC/USD
2021-03-30T05:00:00
58,758
59,817.86
56,800
58,895.03
903.132496
55,527.61
52,745.1462
45,141.330889
0
0
92,239.988475
13,250.303925
BTC/USD
2021-03-31T05:00:00
58,895.5
60,250
57,908.54
59,537.23
734.952428
56,038.845
53,042.3888
45,299.527582
0
0
92,537.231075
13,547.546525
BTC/USD
2021-04-01T05:00:00
59,549.26
59,719.33
58,440.32
59,401.97
469.544635
56,568.869
53,284.6458
45,452.815
0
0
92,779.488075
13,789.803525
BTC/USD
2021-04-02T05:00:00
59,401.97
59,796.56
56,382.48
57,579.19
765.320142
57,101.476
53,477.0108
45,583.206129
0
0
92,971.853075
13,982.168525
BTC/USD
2021-04-03T05:00:00
57,575.46
58,508
57,058.82
57,310.41
431.529377
57,561.535
53,644.4426
45,707.963617
0
0
93,139.284875
14,149.600325
BTC/USD
2021-04-04T05:00:00
57,310.2
59,499
56,819.12
58,807.07
618.376235
57,941.168
53,885.1182
45,845.848947
0
0
93,379.960475
14,390.275925
BTC/USD
2021-04-05T05:00:00
58,807.07
59,000
57,215.98
57,637.49
720.147641
58,078.638
54,054.1658
45,968.678542
0
0
93,549.008075
14,559.323525
BTC/USD
2021-04-06T05:00:00
57,646.46
58,629.96
55,437.11
56,907.02
1,478.267739
58,238.397
54,198.0666
46,081.444948
0
0
93,692.908875
14,703.224325
BTC/USD
2021-04-07T05:00:00
56,903
58,400
56,349.51
58,193.36
617.531782
58,302.685
54,317.9338
46,205.035918
0
0
93,812.776075
14,823.091525
BTC/USD
2021-04-08T05:00:00
58,193.36
61,171.56
57,647.49
61,010.95
848.30995
58,527.972
54,508.0276
46,354.590606
0
0
94,002.869875
15,013.185325
BTC/USD
2021-04-09T05:00:00
61,010.95
61,250
58,301.85
59,868.55
876.234976
58,625.324
54,591.7256
46,489.7302
0
0
94,086.567875
15,096.883325
BTC/USD
2021-04-10T05:00:00
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