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Ethereum: Correlation Hash Rate Vs. Difficulty
Date(UTC) UnixTimeStamp Value
7/30/2015 1438214400 0.121
7/31/2015 1438300800 0.603
8/1/2015 1438387200 0.887
8/2/2015 1438473600 1.020
8/3/2015 1438560000 1.126
8/4/2015 1438646400 1.217
8/5/2015 1438732800 1.328
8/6/2015 1438819200 1.381
8/7/2015 1438905600 1.471
8/8/2015 1438992000 1.586
8/9/2015 1439078400 1.709
8/10/2015 1439164800 1.838
8/11/2015 1439251200 2.036
8/12/2015 1439337600 2.207
8/13/2015 1439424000 2.337
8/14/2015 1439510400 2.671
8/15/2015 1439596800 3.378
8/17/2015 1439769600 3.908
8/16/2015 1439683200 3.632
8/18/2015 1439856000 4.378
8/19/2015 1439942400 4.420
8/20/2015 1440028800 4.469
8/21/2015 1440115200 4.415
8/22/2015 1440201600 4.828
8/23/2015 1440288000 5.138
8/24/2015 1440374400 5.179
8/25/2015 1440460800 5.173
8/26/2015 1440547200 5.587
8/27/2015 1440633600 5.925
8/28/2015 1440720000 6.251
8/29/2015 1440806400 6.658
8/30/2015 1440892800 6.781
8/31/2015 1440979200 7.214
9/1/2015 1441065600 7.641
9/2/2015 1441152000 8.284
9/3/2015 1441238400 8.355
9/4/2015 1441324800 6.470
9/5/2015 1441411200 6.235
9/6/2015 1441497600 6.305
9/7/2015 1441584000 6.339
9/8/2015 1441670400 6.077
9/9/2015 1441756800 6.202
9/10/2015 1441843200 6.290
9/11/2015 1441929600 6.562
9/12/2015 1442016000 6.833
9/13/2015 1442102400 7.022
9/14/2015 1442188800 6.626
9/15/2015 1442275200 6.419
9/16/2015 1442361600 6.179
9/17/2015 1442448000 6.040
9/18/2015 1442534400 5.653
9/19/2015 1442620800 5.548
9/20/2015 1442707200 6.202
9/21/2015 1442793600 6.541
9/22/2015 1442880000 6.624
9/23/2015 1442966400 6.895
9/24/2015 1443052800 7.029
9/25/2015 1443139200 6.977
9/26/2015 1443225600 7.227
9/27/2015 1443312000 7.253
9/28/2015 1443398400 6.747
9/29/2015 1443484800 6.057
9/30/2015 1443571200 5.625
10/1/2015 1443657600 5.653
10/2/2015 1443744000 5.982
10/3/2015 1443830400 6.291
10/4/2015 1443916800 6.206
10/5/2015 1444003200 6.285
10/6/2015 1444089600 6.276
10/7/2015 1444176000 5.984
10/8/2015 1444262400 5.978
10/9/2015 1444348800 6.123
10/10/2015 1444435200 6.032
10/11/2015 1444521600 6.139
10/12/2015 1444608000 6.145
10/13/2015 1444694400 6.357
10/14/2015 1444780800 6.482
10/15/2015 1444867200 6.209
10/16/2015 1444953600 5.815
10/17/2015 1445040000 6.004
10/18/2015 1445126400 5.974
10/19/2015 1445212800 5.922
10/20/2015 1445299200 5.835
10/22/2015 1445472000 5.734
10/21/2015 1445385600 5.876
10/23/2015 1445558400 5.879
10/24/2015 1445644800 6.288
10/25/2015 1445731200 6.589
10/26/2015 1445817600 6.541
10/27/2015 1445904000 6.542
10/28/2015 1445990400 6.846
10/29/2015 1446076800 7.040
10/30/2015 1446163200 7.429
10/31/2015 1446249600 7.793
11/1/2015 1446336000 7.781
11/2/2015 1446422400 7.690
11/3/2015 1446508800 7.333
11/4/2015 1446595200 7.743
11/5/2015 1446681600 7.582
11/6/2015 1446768000 7.592
11/7/2015 1446854400 7.550
11/8/2015 1446940800 7.709
11/9/2015 1447027200 7.754
11/10/2015 1447113600 7.760
11/11/2015 1447200000 7.673
11/12/2015 1447286400 7.746
11/13/2015 1447372800 7.870
11/14/2015 1447459200 7.913
11/15/2015 1447545600 8.260
11/16/2015 1447632000 8.327
11/17/2015 1447718400 8.153
11/18/2015 1447804800 8.550
11/19/2015 1447891200 8.807
11/20/2015 1447977600 7.975
11/21/2015 1448064000 7.601
11/22/2015 1448150400 7.533
11/23/2015 1448236800 7.566
11/24/2015 1448323200 7.665
11/25/2015 1448409600 7.517
11/26/2015 1448496000 7.498
11/27/2015 1448582400 7.470
11/28/2015 1448668800 7.721
11/29/2015 1448755200 7.721
11/30/2015 1448841600 7.781
12/1/2015 1448928000 7.873
12/3/2015 1449100800 7.588
12/2/2015 1449014400 7.818
12/4/2015 1449187200 7.833
12/5/2015 1449273600 8.164
12/6/2015 1449360000 7.852
12/7/2015 1449446400 7.648
12/8/2015 1449532800 7.548
12/9/2015 1449619200 7.350
12/10/2015 1449705600 7.773
12/11/2015 1449792000 8.060
12/12/2015 1449878400 8.045
12/13/2015 1449964800 8.472
12/14/2015 1450051200 8.576
12/15/2015 1450137600 8.769
12/16/2015 1450224000 8.562
12/17/2015 1450310400 8.734
12/18/2015 1450396800 8.780
12/19/2015 1450483200 8.719
12/20/2015 1450569600 8.540
12/21/2015 1450656000 8.513
12/22/2015 1450742400 8.740
12/23/2015 1450828800 8.532
12/24/2015 1450915200 8.569
12/25/2015 1451001600 8.546
12/26/2015 1451088000 8.456
12/27/2015 1451174400 8.589
12/28/2015 1451260800 8.532
12/29/2015 1451347200 8.605
12/30/2015 1451433600 8.478
12/31/2015 1451520000 8.543
1/1/2016 1451606400 8.547
1/2/2016 1451692800 8.147
1/3/2016 1451779200 8.312
1/4/2016 1451865600 8.334
1/5/2016 1451952000 8.306
1/6/2016 1452038400 8.423
1/7/2016 1452124800 8.210
1/8/2016 1452211200 8.302
1/9/2016 1452297600 8.433
1/10/2016 1452384000 8.337
1/11/2016 1452470400 8.828
1/12/2016 1452556800 8.890
1/13/2016 1452643200 8.484
1/14/2016 1452729600 8.735
1/15/2016 1452816000 8.996
1/16/2016 1452902400 9.202
1/17/2016 1452988800 9.068
1/18/2016 1453075200 9.454
1/19/2016 1453161600 9.539
1/20/2016 1453248000 9.414
1/21/2016 1453334400 9.598
1/22/2016 1453420800 9.897
1/23/2016 1453507200 10.059
1/24/2016 1453593600 10.133
1/25/2016 1453680000 10.330
1/26/2016 1453766400 10.611
1/27/2016 1453852800 10.820
1/28/2016 1453939200 10.449
1/29/2016 1454025600 10.883
1/30/2016 1454112000 10.876
1/31/2016 1454198400 10.696
2/1/2016 1454284800 10.917
2/2/2016 1454371200 10.674
2/3/2016 1454457600 10.857
2/4/2016 1454544000 11.114
2/5/2016 1454630400 11.176
2/6/2016 1454716800 10.867
2/7/2016 1454803200 11.050
2/8/2016 1454889600 11.540
2/9/2016 1454976000 11.245
2/10/2016 1455062400 11.659
2/11/2016 1455148800 11.994
2/13/2016 1455321600 12.097
2/12/2016 1455235200 11.553
2/14/2016 1455408000 12.497
2/15/2016 1455494400 12.875
2/16/2016 1455580800 12.696
2/17/2016 1455667200 12.722
2/18/2016 1455753600 12.182
2/19/2016 1455840000 12.651
2/20/2016 1455926400 12.814
2/21/2016 1456012800 12.959
2/22/2016 1456099200 13.432
2/23/2016 1456185600 13.784
2/24/2016 1456272000 13.623
2/25/2016 1456358400 13.574
2/26/2016 1456444800 14.049
2/27/2016 1456531200 14.565
2/28/2016 1456617600 14.737
2/29/2016 1456704000 14.937
3/1/2016 1456790400 14.453
3/2/2016 1456876800 14.990
3/3/2016 1456963200 15.599
3/4/2016 1457049600 16.141
3/5/2016 1457136000 16.473
3/6/2016 1457222400 17.342
3/7/2016 1457308800 17.164
3/8/2016 1457395200 17.492
3/9/2016 1457481600 17.867
3/10/2016 1457568000 18.006
3/11/2016 1457654400 18.682
3/12/2016 1457740800 19.655
3/13/2016 1457827200 20.150
3/14/2016 1457913600 20.066
3/15/2016 1458000000 17.572
3/16/2016 1458086400 17.778
3/17/2016 1458172800 18.039
3/18/2016 1458259200 18.300
3/19/2016 1458345600 18.652
3/20/2016 1458432000 19.423
3/21/2016 1458518400 19.269
3/22/2016 1458604800 19.568
3/23/2016 1458691200 18.766
3/24/2016 1458777600 19.801
3/25/2016 1458864000 20.872
3/26/2016 1458950400 21.414
3/27/2016 1459036800 21.977
3/28/2016 1459123200 21.768
3/29/2016 1459209600 22.514
3/30/2016 1459296000 22.822
3/31/2016 1459382400 23.889
4/1/2016 1459468800 23.749
4/2/2016 1459555200 23.520
4/3/2016 1459641600 24.296
4/4/2016 1459728000 25.246
4/5/2016 1459814400 25.706
4/6/2016 1459900800 25.667
4/7/2016 1459987200 24.640
4/8/2016 1460073600 26.140
4/9/2016 1460160000 26.843
4/10/2016 1460246400 27.084
4/11/2016 1460332800 27.012
4/12/2016 1460419200 26.095
4/13/2016 1460505600 27.243
4/14/2016 1460592000 27.545
4/15/2016 1460678400 28.307
4/16/2016 1460764800 28.881
4/17/2016 1460851200 28.221
4/18/2016 1460937600 29.524
4/19/2016 1461024000 30.029
4/20/2016 1461110400 30.156
4/21/2016 1461196800 30.872
4/22/2016 1461283200 29.740
4/23/2016 1461369600 30.869
4/24/2016 1461456000 30.604
4/25/2016 1461542400 31.524
4/26/2016 1461628800 31.493
4/27/2016 1461715200 31.083
4/28/2016 1461801600 32.024
4/29/2016 1461888000 32.661
4/30/2016 1461974400 33.709
5/1/2016 1462060800 34.484
5/2/2016 1462147200 32.281
5/3/2016 1462233600 34.162
5/4/2016 1462320000 34.166
5/5/2016 1462406400 33.872
5/6/2016 1462492800 34.081
5/7/2016 1462579200 34.085
5/8/2016 1462665600 34.463
5/9/2016 1462752000 34.883
5/10/2016 1462838400 35.703
5/11/2016 1462924800 34.840
5/12/2016 1463011200 34.609
5/13/2016 1463097600 36.815
5/14/2016 1463184000 36.846
5/15/2016 1463270400 37.115
5/16/2016 1463356800 37.377
5/17/2016 1463443200 36.463
5/18/2016 1463529600 37.901
5/19/2016 1463616000 39.517
5/20/2016 1463702400 40.048
5/21/2016 1463788800 40.655
5/22/2016 1463875200 40.059
5/23/2016 1463961600 40.332
5/24/2016 1464048000 41.105
5/25/2016 1464134400 41.016
5/26/2016 1464220800 41.950
5/28/2016 1464393600 42.704
5/27/2016 1464307200 41.742
5/29/2016 1464480000 43.619
5/30/2016 1464566400 43.392
5/31/2016 1464652800 43.586
6/1/2016 1464739200 42.000
6/2/2016 1464825600 42.903
6/3/2016 1464912000 44.992
6/4/2016 1464998400 44.999
6/5/2016 1465084800 44.881
6/6/2016 1465171200 45.278
6/7/2016 1465257600 46.207
6/8/2016 1465344000 45.851
6/9/2016 1465430400 48.158
6/10/2016 1465516800 46.862
6/11/2016 1465603200 46.817
6/12/2016 1465689600 47.368
6/13/2016 1465776000 49.146
6/14/2016 1465862400 49.640
6/15/2016 1465948800 49.734
6/16/2016 1466035200 49.685
6/17/2016 1466121600 48.375
6/18/2016 1466208000 45.685
6/19/2016 1466294400 49.439
6/20/2016 1466380800 51.171
6/21/2016 1466467200 49.999
6/22/2016 1466553600 51.004
6/24/2016 1466726400 52.792
6/23/2016 1466640000 53.457
6/25/2016 1466812800 53.446
6/26/2016 1466899200 53.892
6/27/2016 1466985600 55.306
6/28/2016 1467072000 55.833
6/29/2016 1467158400 54.938
6/30/2016 1467244800 54.999
7/1/2016 1467331200 55.250
7/2/2016 1467417600 56.612
7/3/2016 1467504000 57.749
7/4/2016 1467590400 57.434
7/5/2016 1467676800 58.422
7/6/2016 1467763200 57.054
7/7/2016 1467849600 57.701
7/8/2016 1467936000 57.863
7/9/2016 1468022400 56.397
7/10/2016 1468108800 58.464
7/11/2016 1468195200 59.261
7/12/2016 1468281600 59.737
7/13/2016 1468368000 59.851
7/14/2016 1468454400 59.835
7/15/2016 1468540800 58.712
7/16/2016 1468627200 58.591
7/17/2016 1468713600 59.611
7/18/2016 1468800000 59.774
7/19/2016 1468886400 60.393
7/20/2016 1468972800 58.929
7/21/2016 1469059200 59.763
7/22/2016 1469145600 59.596
7/23/2016 1469232000 60.797
7/24/2016 1469318400 60.912
7/25/2016 1469404800 58.041
7/26/2016 1469491200 57.485
7/27/2016 1469577600 51.387
7/28/2016 1469664000 55.687
7/29/2016 1469750400 55.146
7/30/2016 1469836800 54.679
7/31/2016 1469923200 54.483
8/1/2016 1470009600 54.442
8/2/2016 1470096000 50.797
8/3/2016 1470182400 48.633
8/4/2016 1470268800 51.090
8/5/2016 1470355200 53.305
8/6/2016 1470441600 53.004
8/7/2016 1470528000 53.578
8/8/2016 1470614400 54.810
8/10/2016 1470787200 58.860
8/9/2016 1470700800 56.755
8/11/2016 1470873600 60.119
8/12/2016 1470960000 60.031
8/13/2016 1471046400 59.674
8/14/2016 1471132800 59.899
8/15/2016 1471219200 59.514
8/16/2016 1471305600 61.567
8/17/2016 1471392000 61.463
8/18/2016 1471478400 61.110
8/19/2016 1471564800 62.459
8/20/2016 1471651200 63.447
8/21/2016 1471737600 63.103
8/22/2016 1471824000 64.446
8/23/2016 1471910400 65.758
8/24/2016 1471996800 65.493
8/25/2016 1472083200 67.338
8/26/2016 1472169600 70.035
8/27/2016 1472256000 69.020
8/28/2016 1472342400 68.798
8/29/2016 1472428800 68.148
8/30/2016 1472515200 68.220
8/31/2016 1472601600 69.059
9/1/2016 1472688000 70.596
9/2/2016 1472774400 70.130
9/3/2016 1472860800 68.510
9/4/2016 1472947200 65.871
9/5/2016 1473033600 67.661
9/6/2016 1473120000 68.158
9/7/2016 1473206400 68.605
9/8/2016 1473292800 68.487
9/9/2016 1473379200 68.268
9/10/2016 1473465600 69.729
9/11/2016 1473552000 71.178
9/12/2016 1473638400 71.225
9/13/2016 1473724800 71.654
9/14/2016 1473811200 72.546
9/15/2016 1473897600 73.116
9/16/2016 1473984000 72.645
9/17/2016 1474070400 75.421
9/18/2016 1474156800 72.224
9/19/2016 1474243200 62.901
9/20/2016 1474329600 74.758
9/21/2016 1474416000 77.929
9/22/2016 1474502400 71.323
9/23/2016 1474588800 72.670
9/24/2016 1474675200 74.211
9/25/2016 1474761600 75.468
9/26/2016 1474848000 75.443
9/27/2016 1474934400 71.522
9/29/2016 1475107200 83.711
9/28/2016 1475020800 81.379
9/30/2016 1475193600 83.323
10/1/2016 1475280000 76.304
10/2/2016 1475366400 76.005
10/3/2016 1475452800 81.561
10/4/2016 1475539200 86.514
10/5/2016 1475625600 80.800
10/6/2016 1475712000 83.821
10/7/2016 1475798400 69.908
10/8/2016 1475884800 76.211
10/9/2016 1475971200 84.951
10/10/2016 1476057600 86.427
10/11/2016 1476144000 89.686
10/12/2016 1476230400 84.156
10/13/2016 1476316800 82.198
10/14/2016 1476403200 91.991
10/15/2016 1476489600 95.454
10/16/2016 1476576000 95.168
10/17/2016 1476662400 92.157
10/18/2016 1476748800 92.932
10/19/2016 1476835200 92.358
10/20/2016 1476921600 92.825
10/21/2016 1477008000 102.156
10/22/2016 1477094400 103.794
10/23/2016 1477180800 102.341
10/24/2016 1477267200 101.691
10/25/2016 1477353600 104.669
10/26/2016 1477440000 104.784
10/27/2016 1477526400 104.659
10/28/2016 1477612800 101.735
10/29/2016 1477699200 85.036
10/30/2016 1477785600 76.370
10/31/2016 1477872000 81.664
11/1/2016 1477958400 73.351
11/2/2016 1478044800 64.719
11/3/2016 1478131200 61.515
11/4/2016 1478217600 57.160
11/5/2016 1478304000 53.005
11/6/2016 1478390400 51.647
11/7/2016 1478476800 58.599
11/8/2016 1478563200 67.264
11/9/2016 1478649600 68.501
11/10/2016 1478736000 62.532
11/11/2016 1478822400 60.582
11/12/2016 1478908800 60.465
11/13/2016 1478995200 64.651
11/15/2016 1479168000 69.610
11/14/2016 1479081600 68.109
11/16/2016 1479254400 67.943
11/17/2016 1479340800 66.530
11/18/2016 1479427200 66.438
11/19/2016 1479513600 71.949
11/20/2016 1479600000 78.335
11/21/2016 1479686400 84.450
11/22/2016 1479772800 81.078
11/23/2016 1479859200 75.589
11/24/2016 1479945600 68.111
11/25/2016 1480032000 65.987
11/26/2016 1480118400 69.017
11/27/2016 1480204800 65.524
11/28/2016 1480291200 67.650
11/29/2016 1480377600 69.010
11/30/2016 1480464000 69.284
12/1/2016 1480550400 70.310
12/2/2016 1480636800 71.265
12/3/2016 1480723200 74.253
12/4/2016 1480809600 75.672
12/5/2016 1480896000 73.601
12/6/2016 1480982400 71.207
12/7/2016 1481068800 73.643
12/8/2016 1481155200 76.369
12/9/2016 1481241600 79.280
12/10/2016 1481328000 80.985
12/11/2016 1481414400 82.938
12/12/2016 1481500800 80.878
12/13/2016 1481587200 82.224
12/14/2016 1481673600 81.678
12/15/2016 1481760000 82.534
12/16/2016 1481846400 84.138
12/17/2016 1481932800 84.534
12/18/2016 1482019200 87.760
12/19/2016 1482105600 88.902
12/20/2016 1482192000 90.508
12/21/2016 1482278400 90.111
12/22/2016 1482364800 88.552
12/23/2016 1482451200 82.166
12/24/2016 1482537600 76.928
12/25/2016 1482624000 78.750
12/26/2016 1482710400 82.528
12/27/2016 1482796800 80.947
12/28/2016 1482883200 79.482
12/29/2016 1482969600 78.498
12/30/2016 1483056000 78.996
12/31/2016 1483142400 81.073
1/1/2017 1483228800 79.895
1/2/2017 1483315200 80.591
1/3/2017 1483401600 80.545
1/4/2017 1483488000 87.318
1/5/2017 1483574400 90.096
1/6/2017 1483660800 91.837
1/7/2017 1483747200 93.445
1/8/2017 1483833600 94.534
1/9/2017 1483920000 97.382
1/10/2017 1484006400 98.722
1/11/2017 1484092800 99.096
1/12/2017 1484179200 99.976
1/13/2017 1484265600 101.356
1/14/2017 1484352000 102.517
1/15/2017 1484438400 103.641
1/16/2017 1484524800 104.134
1/17/2017 1484611200 103.817
1/18/2017 1484697600 102.053
1/19/2017 1484784000 107.184
1/20/2017 1484870400 106.857
1/21/2017 1484956800 108.358
1/22/2017 1485043200 108.811
1/23/2017 1485129600 111.109
1/24/2017 1485216000 109.885
1/25/2017 1485302400 110.021
1/26/2017 1485388800 111.654
1/27/2017 1485475200 112.707
1/28/2017 1485561600 111.597
1/29/2017 1485648000 110.677
1/30/2017 1485734400 110.965
1/31/2017 1485820800 112.737
2/1/2017 1485907200 111.557
2/2/2017 1485993600 113.890
2/3/2017 1486080000 112.321
2/4/2017 1486166400 112.665
2/5/2017 1486252800 118.163
2/6/2017 1486339200 119.234
2/7/2017 1486425600 119.408
2/8/2017 1486512000 120.240
2/9/2017 1486598400 121.113
2/10/2017 1486684800 124.421
2/11/2017 1486771200 124.729
2/12/2017 1486857600 126.460
2/13/2017 1486944000 127.523
2/14/2017 1487030400 129.976
2/15/2017 1487116800 129.591
2/16/2017 1487203200 129.994
2/17/2017 1487289600 133.278
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import csv
import matplotlib.pyplot as plt
import numpy as np
import datetime
forks = [
(int(datetime.date(2016,7,20).strftime("%s")),"Ethereum Classic (Jul 20, 2016)",'r'),
(int(datetime.date(2017,12,14).strftime("%s")),"Ethereum Modification (Dec 14, 2017)",'b'),
(int(datetime.date(2018,1,19).strftime("%s")),"ETZ",'y'),
]
with open('export-BlockDifficulty.csv', 'r') as f:
reader = csv.reader(f)
difficultyList = list(reader)
with open('export-NetworkHash.csv', 'r') as f:
reader = csv.reader(f)
hashList = list(reader)
hl = []
dl = []
label = 'initial'
forkN = 0
for de,he in zip(difficultyList[1:],hashList[1:]):
if de[1] != he[1]:
raise Exception("not same ts")
hl.append(float(he[2])/1000.)
dl.append(de[2])
if forkN < len(forks) and int(de[1]) >= forks[forkN][0]:
ft = forks[forkN]
plt.scatter(dl,hl,c=ft[2],label=label)
hl = []
dl = []
label = ft[1]
forkN += 1
plt.legend(loc='lower right');
plt.xlabel("Difficulty (TH)")
plt.ylabel("Hash Rate (TH/s)")
plt.show()
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