

In [1]:

    
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import asyncio
import aiohttp
import json
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
import os
import pandas as pd
import requests
import seaborn as sns
import sklearn
from ast import literal_eval
from collections import defaultdict
from sklearn.preprocessing import StandardScaler
from sklearn.manifold import TSNE
pd.options.display.max_rows = 200
pd.options.display.max_columns = 50
from IPython.core.display import display, HTML
display(HTML("<style>.container { width:80% !important; }</style>"))



In [3]:

    
idr_gr38 = pd.read_table('quality_metric_distribution/data/idr_data_original_GRCh38_06_21_2017.tsv')
idr_hg19 = pd.read_table('quality_metric_distribution/data/idr_data_original_hg19_06_21_2017.tsv')
new_gr38 = pd.read_table('quality_metric_distribution/data/idr_metrics_GRCh38_06_30_2017.tsv')
new_hg19 = pd.read_table('quality_metric_distribution/data/idr_metrics_hg19_06_30_2017.tsv')

Summary statistics



In [4]:

    
idr_gr38.describe()









    Out[4]:







  
    
      
      Nt
      Np
      N1
      N2
      rescue_ratio
      self_consistency_ratio
      Ft
      Fp
      F1
      F2
      total_price
    
  
  
    
      count
      1572.000000
      1572.000000
      1572.000000
      1572.000000
      1572.000000
      1572.000000
      1404.000000
      1404.000000
      1404.000000
      1404.000000
      1571.000000
    
    
      mean
      16431.189567
      19374.104962
      13764.267176
      13672.756361
      1.912867
      2.471204
      0.050405
      0.054444
      0.048786
      0.046469
      4.386750
    
    
      std
      17386.636011
      18296.462552
      15397.602386
      15083.206504
      5.816754
      6.418202
      0.069206
      0.069926
      0.070210
      0.065275
      10.922887
    
    
      min
      4.000000
      14.000000
      3.000000
      4.000000
      1.000032
      1.000000
      0.000017
      0.000135
      0.000030
      0.000067
      0.058530
    
    
      25%
      3053.750000
      4723.250000
      2290.750000
      2350.500000
      1.107222
      1.159298
      0.006031
      0.007433
      0.005292
      0.005047
      0.166708
    
    
      50%
      10015.000000
      13627.000000
      7771.000000
      7740.000000
      1.265464
      1.411646
      0.023116
      0.027385
      0.019673
      0.018330
      0.207025
    
    
      75%
      24489.500000
      29186.250000
      20075.500000
      20532.250000
      1.584466
      1.909372
      0.065393
      0.070570
      0.060971
      0.059427
      0.266069
    
    
      max
      100423.000000
      106703.000000
      101695.000000
      93494.000000
      189.153846
      142.535211
      0.585003
      0.588346
      0.553675
      0.526923
      63.604375



In [5]:

    
new_gr38.replace('not_available', np.nan).apply(lambda x: pd.to_numeric(x, errors='ignore')).describe()









    Out[5]:







  
    
      
      Nt
      Np
      N1
      N2
      rescue_ratio
      self_consistency_ratio
      Ft
      Fp
      F1
      F2
    
  
  
    
      count
      1589.000000
      1589.000000
      1727.000000
      1589.000000
      1589.000000
      1589.000000
      1421.000000
      1421.000000
      1491.000000
      1421.000000
    
    
      mean
      16354.103839
      19297.801762
      14020.614360
      13626.676526
      1.909976
      2.470875
      0.050036
      0.054059
      0.050542
      0.046180
    
    
      std
      17333.250601
      18240.826359
      16047.607337
      15033.490079
      5.786714
      6.392753
      0.068909
      0.069633
      0.077205
      0.064980
    
    
      min
      4.000000
      14.000000
      3.000000
      4.000000
      1.000032
      1.000000
      0.000017
      0.000135
      0.000012
      0.000067
    
    
      25%
      3041.000000
      4712.000000
      2193.000000
      2364.000000
      1.108885
      1.160023
      0.005958
      0.007429
      0.004890
      0.005051
    
    
      50%
      9994.000000
      13571.000000
      7628.000000
      7715.000000
      1.266974
      1.413914
      0.022755
      0.027191
      0.019338
      0.018327
    
    
      75%
      24440.000000
      29126.000000
      20331.000000
      20527.000000
      1.584562
      1.910861
      0.064756
      0.070132
      0.061625
      0.059144
    
    
      max
      100423.000000
      106703.000000
      101695.000000
      93494.000000
      189.153846
      142.535211
      0.585003
      0.588346
      0.790521
      0.526923



In [6]:

    
idr_hg19.describe()









    Out[6]:







  
    
      
      Nt
      Np
      N1
      N2
      rescue_ratio
      self_consistency_ratio
      Ft
      Fp
      F1
      F2
      total_price
    
  
  
    
      count
      1351.000000
      1351.000000
      1351.000000
      1351.000000
      1351.000000
      1351.000000
      60.000000
      60.000000
      60.000000
      60.000000
      1350.000000
    
    
      mean
      15678.586973
      18808.208734
      13555.929682
      13295.282754
      1.927984
      2.371005
      0.048368
      0.054220
      0.049833
      0.046219
      25.310565
    
    
      std
      17093.255660
      18309.829743
      15449.642659
      14932.080833
      4.981650
      7.205406
      0.056170
      0.059428
      0.055805
      0.056265
      19.516770
    
    
      min
      18.000000
      26.000000
      10.000000
      12.000000
      1.000000
      1.000620
      0.000101
      0.000405
      0.000333
      0.000227
      0.013735
    
    
      25%
      2466.500000
      4098.500000
      2134.500000
      2045.000000
      1.111129
      1.145248
      0.004094
      0.005077
      0.004892
      0.002759
      13.697048
    
    
      50%
      8817.000000
      12539.000000
      7376.000000
      7100.000000
      1.296755
      1.391343
      0.022760
      0.029349
      0.022993
      0.019652
      25.323867
    
    
      75%
      23558.000000
      28641.500000
      19649.500000
      20283.500000
      1.626197
      1.889803
      0.087218
      0.100524
      0.100174
      0.069992
      31.474489
    
    
      max
      96619.000000
      134543.000000
      130202.000000
      93654.000000
      110.185366
      191.302632
      0.193167
      0.201301
      0.199127
      0.212596
      121.788247



In [7]:

    
new_hg19.replace('not_available', np.nan).apply(lambda x: pd.to_numeric(x, errors='ignore')).describe()









    Out[7]:







  
    
      
      Nt
      Np
      N1
      N2
      rescue_ratio
      self_consistency_ratio
      Ft
      Fp
      F1
      F2
    
  
  
    
      count
      1363.000000
      1363.000000
      1500.00000
      1363.000000
      1363.000000
      1363.000000
      72.000000
      72.000000
      142.000000
      72.000000
    
    
      mean
      15642.526779
      18779.597946
      13853.48600
      13285.687454
      1.927027
      2.373375
      0.044133
      0.049584
      0.067973
      0.042849
    
    
      std
      17045.156525
      18253.646601
      16175.30457
      14886.334590
      4.960964
      7.182043
      0.052916
      0.055965
      0.121407
      0.052662
    
    
      min
      18.000000
      26.000000
      2.00000
      12.000000
      1.000000
      1.000620
      0.000101
      0.000405
      0.000002
      0.000227
    
    
      25%
      2489.000000
      4103.000000
      2030.75000
      2074.000000
      1.112537
      1.146407
      0.004461
      0.006559
      0.001654
      0.005755
    
    
      50%
      8838.000000
      12546.000000
      7193.50000
      7163.000000
      1.299340
      1.391343
      0.020522
      0.026142
      0.013026
      0.019908
    
    
      75%
      23490.500000
      28554.000000
      20031.25000
      20283.500000
      1.626197
      1.889803
      0.073271
      0.087923
      0.096662
      0.062344
    
    
      max
      96619.000000
      134543.000000
      130202.00000
      93654.000000
      110.185366
      191.302632
      0.193167
      0.201301
      0.789523
      0.212596



In [8]:

    
new_gr38









    Out[8]:







  
    
      
      date
      analysis
      uuid
      experiment
      target
      biosample_term_name
      biosample_type
      lab
      rfa
      assembly
      Nt
      Np
      N1
      N2
      rescue_ratio
      self_consistency_ratio
      reproducibility_test
      Ft
      Fp
      F1
      F2
      state
      release
      quality_metric_of
    
  
  
    
      0
      2017-06-09T01:35:54.882443+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2e7d4b38-aa64-4f30-bd40-072143bc8208
      https://www.encodeproject.org/experiments/ENCS...
      ZNF274-human
      GM08714
      immortalized cell line
      peggy-farnham
      ENCODE2
      GRCh38
      920
      1004
      752
      843
      1.0913043478260869
      1.1210106382978724
      pass
      0.004266437505030991
      0.00450723330717218
      0.0038787581584199234
      0.004457696119264219
      done
      released
      [u'/files/ENCFF897HDW/', u'/files/ENCFF329TZO/']
    
    
      1
      2017-06-09T01:32:24.178350+00:00
      https://www.encodeproject.org/analysis-step-ru...
      50016ba5-1050-4ffb-a0d0-4a05bbb88a48
      https://www.encodeproject.org/experiments/ENCS...
      JUND-human
      MCF-7
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      10788
      14668
      6196
      9040
      1.3596588802373006
      1.459005810200129
      pass
      0.024894580765019648
      0.030409933543941264
      0.020067343279784693
      0.022519052686713767
      done
      released
      [u'/files/ENCFF918BVV/', u'/files/ENCFF569ZCY/']
    
    
      2
      2017-05-23T23:44:41.769815+00:00
      https://www.encodeproject.org/analysis-step-ru...
      27359c37-3d2d-4aac-90f9-4bfe12b800d1
      https://www.encodeproject.org/experiments/ENCS...
      USF1-human
      K562
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      14182
      21382
      16367
      5891
      1.507685798900014
      2.7783058903411986
      borderline
      0.09668138508786722
      0.11224134809578616
      0.09534837462507277
      0.0882317664320779
      done
      released
      [u'/files/ENCFF717KGR/', u'/files/ENCFF409EYL/']
    
    
      3
      2017-06-09T01:42:32.202443+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e62fdecb-5c63-4a22-8209-7aff114d9717
      https://www.encodeproject.org/experiments/ENCS...
      ARID3A-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      10619
      11463
      8206
      2266
      1.0794801770411526
      3.621359223300971
      borderline
      0.020823081764173045
      0.02183071408082467
      0.017614956448477534
      0.007294785693164625
      done
      released
      [u'/files/ENCFF272CWK/', u'/files/ENCFF757OML/']
    
    
      4
      2017-06-09T01:08:24.850590+00:00
      https://www.encodeproject.org/analysis-step-ru...
      0835f6e5-80ad-42bc-a7cf-f863b4a79bf4
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      K562
      immortalized cell line
      john-stamatoyannopoulos
      ENCODE2
      GRCh38
      39447
      44723
      37639
      23356
      1.1337490810454534
      1.61153450933379
      pass
      0.20429701261717428
      0.2121795084897384
      0.20121022094020669
      0.17612375914691775
      done
      released
      [u'/files/ENCFF389ELU/', u'/files/ENCFF843VHC/']
    
    
      5
      2016-12-16T08:42:37.639744+00:00
      https://www.encodeproject.org/analysis-step-ru...
      660973c4-c1dc-4772-b1c4-56ee992e8f87
      https://www.encodeproject.org/experiments/ENCS...
      RXRA-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      12197
      26124
      4332
      25646
      2.141838156923834
      5.920129270544783
      fail
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF141JYN/', u'/files/ENCFF105TFM/']
    
    
      6
      2017-06-09T01:20:08.975166+00:00
      https://www.encodeproject.org/analysis-step-ru...
      615c1ff3-f02d-48df-8663-afc8d3e27eb6
      https://www.encodeproject.org/experiments/ENCS...
      JUND-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      6987
      7452
      4805
      2488
      1.0665521683125805
      1.9312700964630225
      pass
      0.01336072133131294
      0.013942925907516708
      0.00986593871703258
      0.010908948354428277
      done
      released
      [u'/files/ENCFF330LVI/', u'/files/ENCFF873DJD/']
    
    
      7
      2017-05-17T06:16:38.913939+00:00
      https://www.encodeproject.org/analysis-step-ru...
      324db417-5a13-4b89-ab9d-00a91c0a95c7
      https://www.encodeproject.org/experiments/ENCS...
      NKRF-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      224
      1960
      3914
      516
      8.75
      7.5852713178294575
      fail
      0.00036649138468563023
      0.0021017987544353855
      0.005520505460597057
      0.0007564330929755675
      done
      submitted
      [u'/files/ENCFF886OCK/', u'/files/ENCFF357AHA/']
    
    
      8
      2017-06-09T01:44:27.322619+00:00
      https://www.encodeproject.org/analysis-step-ru...
      637b89ac-2644-48c0-a878-bdc4f6679e74
      https://www.encodeproject.org/experiments/ENCS...
      TCF12-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      21278
      25354
      13423
      9267
      1.1915593570824325
      1.4484730765080394
      pass
      0.06527046505064417
      0.0738115805824069
      0.06234407518114864
      0.040798515559888664
      done
      released
      [u'/files/ENCFF768VSH/', u'/files/ENCFF176ILA/']
    
    
      9
      2017-05-24T00:15:21.099439+00:00
      https://www.encodeproject.org/analysis-step-ru...
      273827cb-c0e0-4917-987a-c40cb583585f
      https://www.encodeproject.org/experiments/ENCS...
      SIN3A-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      17431
      22971
      3031
      20191
      1.3178245654294074
      6.661497855493237
      borderline
      0.0548436685465529
      0.0629177064425731
      0.0125172963357371
      0.06504466452018037
      done
      released
      [u'/files/ENCFF222NHS/', u'/files/ENCFF635YMI/']
    
    
      10
      2017-06-09T01:39:15.631122+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5b5987b1-f513-41a9-b949-d501c3292a81
      https://www.encodeproject.org/experiments/ENCS...
      FUS-human
      K562
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      2633
      2886
      1061
      782
      1.0960881124192936
      1.356777493606138
      pass
      0.004517436280070463
      0.004850738268575125
      0.002469464408512174
      0.0018162770811958754
      done
      released
      [u'/files/ENCFF688ARM/', u'/files/ENCFF500ARI/']
    
    
      11
      2017-05-23T23:54:46.325341+00:00
      https://www.encodeproject.org/analysis-step-ru...
      65fca708-37a1-4f0b-981c-b719bfb59c65
      https://www.encodeproject.org/experiments/ENCS...
      FOXA1-human
      A549
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      27178
      33876
      21624
      23727
      1.2464493340201634
      1.0972530521642618
      pass
      0.09609050277502554
      0.10464003758990759
      0.0748865101025914
      0.11372189579349327
      done
      released
      [u'/files/ENCFF791VHV/', u'/files/ENCFF297HAX/']
    
    
      12
      2017-06-09T01:18:49.294555+00:00
      https://www.encodeproject.org/analysis-step-ru...
      c2f0754f-c0c2-4098-a6e0-244f7c077304
      https://www.encodeproject.org/experiments/ENCS...
      NONO-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      824
      2522
      1234
      886
      3.0606796116504853
      1.3927765237020315
      borderline
      0.0009867453048463197
      0.002111007405555984
      0.001340261035566983
      0.0010778306389656806
      done
      released
      [u'/files/ENCFF108IZQ/', u'/files/ENCFF328XWJ/']
    
    
      13
      2017-06-09T01:19:28.797255+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d6af6587-9285-45bd-9b20-af94c488354b
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF740-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      4524
      5910
      2499
      4434
      1.306366047745358
      1.7743097238895558
      pass
      0.005963968260625262
      0.007211175391862516
      0.003592550628762525
      0.0063598410961042216
      done
      released
      [u'/files/ENCFF865OKF/', u'/files/ENCFF970WRP/']
    
    
      14
      2017-05-26T02:22:03.995595+00:00
      https://www.encodeproject.org/analysis-step-ru...
      6872c2b8-7b97-4e91-b3de-1c8772c1e0eb
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF610-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      11408
      14851
      10770
      5899
      1.301805750350631
      1.8257331751144261
      pass
      0.01627553797919443
      0.019763499234759764
      0.01723045430700368
      0.009229977930177987
      done
      released
      [u'/files/ENCFF314BZO/', u'/files/ENCFF339XZT/']
    
    
      15
      2017-06-09T00:57:48.576330+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2052ca23-c0d4-42a0-ab52-858efef72f33
      https://www.encodeproject.org/experiments/ENCS...
      ZNF507-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      2303
      3035
      1551
      2380
      1.3178462874511507
      1.5344938749194068
      pass
      0.0074906946091615675
      0.008184967750108999
      0.00787738417982274
      0.007281996616075248
      done
      submitted
      [u'/files/ENCFF675SAG/', u'/files/ENCFF236IMY/']
    
    
      16
      2017-06-09T00:57:05.130523+00:00
      https://www.encodeproject.org/analysis-step-ru...
      cafcb268-1704-4dc2-a40f-38851083221f
      https://www.encodeproject.org/experiments/ENCS...
      MAX-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      29908
      38430
      32203
      9014
      1.2849404841513976
      3.572553805191924
      borderline
      0.11756696948061425
      0.13195920492601898
      0.12262975743071565
      0.06321743061362337
      done
      released
      [u'/files/ENCFF618VMC/', u'/files/ENCFF481AOS/']
    
    
      17
      2017-06-09T01:59:15.545756+00:00
      https://www.encodeproject.org/analysis-step-ru...
      9367362a-71e2-4c9a-a99b-730a7ee8d335
      https://www.encodeproject.org/experiments/ENCS...
      MBD2-human
      MCF-7
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      6851
      11657
      12002
      2651
      1.7015034301561816
      4.527348170501697
      borderline
      0.014240714169669062
      0.020198474067591392
      0.0309071195509517
      0.004841198328143736
      done
      released
      [u'/files/ENCFF002VCK/', u'/files/ENCFF464QAL/']
    
    
      18
      2017-04-11T05:21:19.384823+00:00
      https://www.encodeproject.org/analysis-step-ru...
      56437e27-36a5-408f-bc01-b02bba7e4b4a
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      spleen
      tissue
      vishwanath-iyer
      ENCODE2
      GRCh38
      36711
      38646
      29148
      27715
      1.0527089973032606
      1.051704852967707
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF720CRM/', u'/files/ENCFF068YLN/']
    
    
      19
      2017-05-26T02:13:44.598149+00:00
      https://www.encodeproject.org/analysis-step-ru...
      37f2b30b-41ce-41a1-9c34-dcfc3e74b232
      https://www.encodeproject.org/experiments/ENCS...
      TARDBP-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      6893
      11960
      5259
      9159
      1.7350935731901929
      1.7415858528237307
      pass
      0.010428875489977125
      0.01530418154733382
      0.007568660147599863
      0.01508049687219057
      done
      released
      [u'/files/ENCFF431EFX/', u'/files/ENCFF233RBO/']
    
    
      20
      2017-05-24T00:01:59.944555+00:00
      https://www.encodeproject.org/analysis-step-ru...
      7a0e4e16-7cc6-4c8d-83f5-394496284966
      https://www.encodeproject.org/experiments/ENCS...
      TARDBP-human
      HepG2
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      4573
      7406
      6178
      1440
      1.619505794883009
      4.290277777777778
      borderline
      0.006412921132058479
      0.009114051852447444
      0.009657678395508965
      0.0021300219539211246
      done
      submitted
      [u'/files/ENCFF307YZB/', u'/files/ENCFF696QPP/']
    
    
      21
      2017-05-12T10:47:18.763453+00:00
      https://www.encodeproject.org/analysis-step-ru...
      153d348a-5028-4f22-a0dc-f3566308c6b8
      https://www.encodeproject.org/experiments/ENCS...
      NFXL1-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      3850
      6025
      5063
      2520
      1.5649350649350648
      2.009126984126984
      borderline
      0.0049817154481337075
      0.006692042681389105
      0.007285950359958673
      0.0032423272610673766
      done
      released
      [u'/files/ENCFF467MFZ/', u'/files/ENCFF860IXB/']
    
    
      22
      2017-05-12T11:50:48.686275+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b0ac94c3-b586-4d50-b87b-72c4fca1dd2f
      https://www.encodeproject.org/experiments/ENCS...
      LARP7-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      18727
      22280
      15965
      15561
      1.1897260639718055
      1.0259623417518153
      pass
      0.025928837546602846
      0.02995758049712755
      0.022586091102503883
      0.023226427363912047
      done
      released
      [u'/files/ENCFF830PVS/', u'/files/ENCFF305SLO/']
    
    
      23
      2017-05-05T21:08:20.934709+00:00
      https://www.encodeproject.org/analysis-step-ru...
      7b679673-a113-46cc-8b14-c759ebf3d97d
      https://www.encodeproject.org/experiments/ENCS...
      PTBP1-human
      K562
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      4487
      4918
      1516
      1419
      1.09605527078226
      1.0683579985905567
      pass
      0.011332062270956867
      0.011955403168365656
      0.006159535799433965
      0.005681823675409446
      done
      released
      [u'/files/ENCFF888TCK/', u'/files/ENCFF917HXV/']
    
    
      24
      2017-06-07T07:35:08.528972+00:00
      https://www.encodeproject.org/analysis-step-ru...
      42a6d318-a22b-45bc-b8ea-6146e1d4fd13
      https://www.encodeproject.org/experiments/ENCS...
      SMARCA5-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      20259
      23212
      19336
      13782
      1.145762377215065
      1.4029894064722102
      pass
      0.03126094801088329
      0.035174407263590994
      0.03635042192046828
      0.01819530365377364
      done
      released
      [u'/files/ENCFF815RKD/', u'/files/ENCFF052STI/']
    
    
      25
      2017-06-07T06:26:48.786319+00:00
      https://www.encodeproject.org/analysis-step-ru...
      76e296dd-9b5c-46e6-b56a-19e6fe4e86c5
      https://www.encodeproject.org/experiments/ENCS...
      SMARCA5-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      7067
      11225
      4045
      6851
      1.588368473185227
      1.6936959208899875
      pass
      0.0072255491284389335
      0.010211119286712873
      0.004432085947834782
      0.007883860847357864
      done
      released
      [u'/files/ENCFF618JNX/', u'/files/ENCFF090GMA/']
    
    
      26
      2017-04-21T01:59:13.847569+00:00
      https://www.encodeproject.org/analysis-step-ru...
      04fad246-4d62-4c90-9a5f-42868faa789b
      https://www.encodeproject.org/experiments/ENCS...
      ZNF687-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      11965
      24637
      6992
      30315
      2.0590890096113665
      4.33566933638444
      fail
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF580DAF/', u'/files/ENCFF901JKC/']
    
    
      27
      2017-05-05T21:30:59.364841+00:00
      https://www.encodeproject.org/analysis-step-ru...
      6ce2a639-ad4e-4dad-80b1-8f2895d83d4d
      https://www.encodeproject.org/experiments/ENCS...
      BCLAF1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      832
      2002
      1078
      698
      2.40625
      1.5444126074498568
      borderline
      0.0010434245065539703
      0.0020798780877713777
      0.0014614333235330296
      0.0009038282952771587
      done
      submitted
      [u'/files/ENCFF478IFD/', u'/files/ENCFF094XPM/']
    
    
      28
      2017-05-23T23:58:02.606056+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ad4ed5d0-cf4d-4f76-a4db-37ce4cbf8302
      https://www.encodeproject.org/experiments/ENCS...
      DOT1L-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1184
      3284
      2223
      993
      2.7736486486486487
      2.2386706948640485
      fail
      0.0015592562842621724
      0.0035053261251255085
      0.003229061989502132
      0.0012209744528268243
      done
      submitted
      [u'/files/ENCFF181VRF/', u'/files/ENCFF018RBS/']
    
    
      29
      2017-05-12T14:43:00.166102+00:00
      https://www.encodeproject.org/analysis-step-ru...
      acdcdcad-0f94-4faa-90a6-47af988a5e20
      https://www.encodeproject.org/experiments/ENCS...
      IKZF1-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      68732
      66682
      51450
      57347
      1.030742929126301
      1.1146161321671526
      pass
      0.15704608489146413
      0.1550482273436525
      0.1276732994144813
      0.14671828075243373
      done
      released
      [u'/files/ENCFF018NNF/']
    
    
      30
      2017-05-23T23:48:43.671221+00:00
      https://www.encodeproject.org/analysis-step-ru...
      53a10bd8-5aa9-4157-9816-6378308f52e3
      https://www.encodeproject.org/experiments/ENCS...
      SRSF1-human
      HepG2
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      11298
      11899
      4779
      3315
      1.0531952557974862
      1.441628959276018
      pass
      0.02899384179366846
      0.029894820517032544
      0.016956757046063513
      0.01100290964626231
      done
      released
      [u'/files/ENCFF613VMS/', u'/files/ENCFF131DDP/']
    
    
      31
      2017-05-24T00:14:34.841501+00:00
      https://www.encodeproject.org/analysis-step-ru...
      8c9882bf-0498-41c4-918b-54e8574d993e
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      MCF-7
      immortalized cell line
      vishwanath-iyer
      ENCODE2
      GRCh38
      82286
      68168
      56805
      75552
      1.2071059734772913
      1.3300237655135991
      pass
      0.2585634636173623
      0.23934046633859993
      0.22727523759742216
      0.25071729723825376
      done
      released
      [u'/files/ENCFF785NTC/']
    
    
      32
      2017-05-24T00:15:15.687135+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d56f1bad-91bc-42df-b218-05b2eaca9df1
      https://www.encodeproject.org/experiments/ENCS...
      ARID1B-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      47433
      49796
      43845
      39412
      1.0498176375097505
      1.1124784329645794
      pass
      0.11793508601413343
      0.11965563026290091
      0.13141549789959664
      0.09801329833473223
      done
      released
      [u'/files/ENCFF249TYS/', u'/files/ENCFF771TNK/']
    
    
      33
      2017-05-12T21:55:28.987160+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b2ee7b66-0913-47a8-87e1-6653fcd53bee
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-BCL6B-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      8315
      10197
      6220
      6572
      1.2263379434756465
      1.0565916398713826
      pass
      0.01019914860182543
      0.011571453191015154
      0.008774088276513475
      0.008723887538705831
      done
      released
      [u'/files/ENCFF025DSF/', u'/files/ENCFF165BAG/']
    
    
      34
      2017-05-26T02:22:32.439424+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5f558cd1-1f87-47b3-87e7-1434753da0ec
      https://www.encodeproject.org/experiments/ENCS...
      TAF1-human
      H1-hESC
      stem cell
      richard-myers
      ENCODE2
      GRCh38
      27898
      28901
      21635
      14003
      1.0359523980213636
      1.5450260658430337
      pass
      0.1501301553557069
      0.1520514721465139
      0.15715261847907652
      0.09232552342971087
      done
      released
      [u'/files/ENCFF026ZRB/', u'/files/ENCFF870SFJ/']
    
    
      35
      2017-05-05T21:04:04.339221+00:00
      https://www.encodeproject.org/analysis-step-ru...
      cf5ece38-3736-4f26-824e-df0377b269db
      https://www.encodeproject.org/experiments/ENCS...
      SRSF1-human
      K562
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      1156
      1183
      481
      347
      1.023356401384083
      1.3861671469740633
      pass
      0.0024613012587459465
      0.002459649540931219
      0.0014611519159981423
      0.0010551750234340772
      done
      released
      [u'/files/ENCFF862DEO/', u'/files/ENCFF986BVH/']
    
    
      36
      2017-05-12T10:55:40.911896+00:00
      https://www.encodeproject.org/analysis-step-ru...
      83b07f1d-557d-44ea-ace9-447ee500d372
      https://www.encodeproject.org/experiments/ENCS...
      AFF1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      14106
      19909
      13940
      13126
      1.411385226144903
      1.062014322718269
      pass
      0.06475632812959721
      0.07346140035321981
      0.0682328746817415
      0.0615004304917297
      done
      submitted
      [u'/files/ENCFF646AZP/', u'/files/ENCFF489SKQ/']
    
    
      37
      2017-05-05T21:19:40.052666+00:00
      https://www.encodeproject.org/analysis-step-ru...
      4f79ed1f-40cc-48ad-beaa-f565e5db0334
      https://www.encodeproject.org/experiments/ENCS...
      SP1-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      2011
      34668
      38350
      297
      17.239184485330682
      129.12457912457913
      fail
      0.012074506158240114
      0.08706057963978127
      0.11949914899486687
      0.0011792590868927187
      done
      released
      [u'/files/ENCFF636ARM/', u'/files/ENCFF175VXL/']
    
    
      38
      2017-06-09T01:49:11.124588+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fd16aa8e-94e9-446a-86f5-44e8cb1472a8
      https://www.encodeproject.org/experiments/ENCS...
      TAF1-human
      GM12892
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      10920
      12291
      9090
      4751
      1.1255494505494505
      1.9132814144390655
      pass
      0.033113960862415054
      0.03485379124264565
      0.03692928932569733
      0.018037686133196652
      done
      released
      [u'/files/ENCFF893SZU/', u'/files/ENCFF033PLJ/']
    
    
      39
      2017-04-12T07:12:25.252872+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ce265dbc-6f68-44d0-9adc-e04742c6fe50
      https://www.encodeproject.org/experiments/ENCS...
      BCLAF1-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1222
      2725
      1729
      969
      2.229950900163666
      1.7843137254901962
      borderline
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF156ZBF/', u'/files/ENCFF381ZDU/']
    
    
      40
      2017-04-21T01:27:28.827340+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ec517233-2270-41ba-84b7-8eec1fab06cf
      https://www.encodeproject.org/experiments/ENCS...
      BCLAF1-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      209
      381
      173
      182
      1.8229665071770336
      1.0520231213872833
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF506PXL/', u'/files/ENCFF611LKA/']
    
    
      41
      2017-04-21T02:50:54.131659+00:00
      https://www.encodeproject.org/analysis-step-ru...
      140146ed-db78-400c-956c-78adef57078c
      https://www.encodeproject.org/experiments/ENCS...
      ZNF592-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      29704
      36010
      22544
      29291
      1.2122946404524644
      1.2992814052519517
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF277ZUZ/', u'/files/ENCFF972UGK/']
    
    
      42
      2017-05-26T02:20:48.920289+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fa7e6751-a6b5-4af7-acf7-050a923309a3
      https://www.encodeproject.org/experiments/ENCS...
      MAFK-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      9669
      12661
      10398
      7884
      1.3094425483503982
      1.3188736681887367
      pass
      0.020248409845740264
      0.0224354771116611
      0.025826767926053693
      0.015311990996843062
      done
      released
      [u'/files/ENCFF821RYS/', u'/files/ENCFF873SVI/']
    
    
      43
      2017-06-09T00:56:28.829541+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1630162f-1d1e-4eb9-894c-bf2f2d17328c
      https://www.encodeproject.org/experiments/ENCS...
      RUNX1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      3184
      5220
      2633
      3557
      1.6394472361809045
      1.350930497531333
      pass
      0.004286537044091613
      0.006042647698445025
      0.003920865240334597
      0.004805084663449815
      done
      released
      [u'/files/ENCFF545WXN/', u'/files/ENCFF264QLP/']
    
    
      44
      2017-05-05T21:11:05.046354+00:00
      https://www.encodeproject.org/analysis-step-ru...
      06e669e2-b3a3-42c2-9579-f9d398eaedff
      https://www.encodeproject.org/experiments/ENCS...
      AGO1-human
      HepG2
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      12671
      13833
      6926
      6811
      1.0917054691815957
      1.0168844516223756
      pass
      0.051131354785297296
      0.05298462398041146
      0.03773801776146452
      0.03688512615617492
      done
      submitted
      [u'/files/ENCFF627BHP/', u'/files/ENCFF225YFT/']
    
    
      45
      2017-06-15T23:29:54.371092+00:00
      https://www.encodeproject.org/analysis-step-ru...
      a8064400-2db4-4678-abe2-c12c57f7ce4b
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      tibial nerve
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      18944
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.03196033503553153
      not_available
      done
      released
      [u'/files/ENCFF848EEE/']
    
    
      46
      2017-05-24T00:05:50.029252+00:00
      https://www.encodeproject.org/analysis-step-ru...
      03baf0f0-fcaa-4604-843e-9c86daef42a4
      https://www.encodeproject.org/experiments/ENCS...
      ZNF207-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      10343
      16462
      7381
      13412
      1.591607850720294
      1.8170979542067471
      pass
      0.011462100457211508
      0.0168318265017432
      0.00847539286064237
      0.017114067831821254
      done
      released
      [u'/files/ENCFF580TAE/', u'/files/ENCFF676BIG/']
    
    
      47
      2017-06-15T23:27:40.109921+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fb80ae5d-a2b4-4fe7-bcdf-fde0110c8412
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      ovary
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      5945
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.009240778409716741
      not_available
      done
      released
      [u'/files/ENCFF353CLB/']
    
    
      48
      2017-06-15T23:21:35.152539+00:00
      https://www.encodeproject.org/analysis-step-ru...
      026c50ce-3109-4772-9e04-30355453f6b9
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      breast epithelium
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      80
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.00010243019958011783
      not_available
      done
      released
      [u'/files/ENCFF978RPI/']
    
    
      49
      2017-05-24T00:02:18.286605+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d98a4abc-afb9-45ec-9260-5f6ca5fb915a
      https://www.encodeproject.org/experiments/ENCS...
      RAD21-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      38814
      43487
      27991
      35783
      1.1203947029422374
      1.2783751920260085
      pass
      0.19057095394609674
      0.1966611756464787
      0.16190565044778038
      0.19394406859246807
      done
      released
      [u'/files/ENCFF618UTS/', u'/files/ENCFF654EGO/']
    
    
      50
      2017-05-26T02:21:00.353046+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3474992b-6678-4280-a403-8db50324116c
      https://www.encodeproject.org/experiments/ENCS...
      PKNOX1-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      23308
      31503
      19531
      26090
      1.3515960185344087
      1.3358250985612616
      pass
      0.0956840825041681
      0.10175653924918235
      0.07996366127341512
      0.11077973742155374
      done
      released
      [u'/files/ENCFF795JGA/', u'/files/ENCFF105PFS/']
    
    
      51
      2017-05-24T00:13:24.437627+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b3288514-318f-4113-959b-9d9fff6eded7
      https://www.encodeproject.org/experiments/ENCS...
      ZNF654-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      14703
      18031
      15018
      8923
      1.2263483642793989
      1.6830662333295976
      pass
      0.017953959176747872
      0.02088890056955949
      0.02438482130863234
      0.01111012056353934
      done
      submitted
      [u'/files/ENCFF837AEO/', u'/files/ENCFF569RYL/']
    
    
      52
      2017-05-23T23:53:41.451519+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5ee63925-f8f0-4777-9d1e-d3dd4b140c75
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF707-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      2423
      3461
      2418
      1804
      1.4283945522080066
      1.3403547671840355
      pass
      0.0034631074934143766
      0.004354563703761254
      0.0036748658720755518
      0.0027688046485772563
      done
      released
      [u'/files/ENCFF019YHK/', u'/files/ENCFF735QIK/']
    
    
      53
      2017-05-23T23:08:15.499195+00:00
      https://www.encodeproject.org/analysis-step-ru...
      69f7ac09-a1c5-44b1-9b35-93fa0a77f858
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZSCAN5CP-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      10512
      19954
      12720
      11355
      1.8982115677321156
      1.120211360634082
      pass
      0.011851051985986731
      0.019311067495116005
      0.018608496965094902
      0.011400518541959013
      done
      released
      [u'/files/ENCFF679DYR/', u'/files/ENCFF276OHI/']
    
    
      54
      2017-06-09T01:41:07.516420+00:00
      https://www.encodeproject.org/analysis-step-ru...
      09fcec01-1345-48f6-9383-de09a5cba0f1
      https://www.encodeproject.org/experiments/ENCS...
      FOXA2-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      16736
      48727
      7657
      50549
      2.9115081261950286
      6.6016716729789735
      fail
      0.08033467984599273
      0.14005618741967749
      0.04151579623218186
      0.1571019604721863
      done
      released
      [u'/files/ENCFF184NAC/', u'/files/ENCFF010NID/']
    
    
      55
      2017-05-26T02:19:36.409897+00:00
      https://www.encodeproject.org/analysis-step-ru...
      54c0db24-26e4-4a17-b847-3aa9c1615911
      https://www.encodeproject.org/experiments/ENCS...
      HDAC1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1947
      3992
      2503
      2054
      2.0503338469440164
      1.2185978578383643
      borderline
      0.0023142344019383638
      0.004138821721792216
      0.003366271865326508
      0.0022892130089951735
      done
      released
      [u'/files/ENCFF661VOO/', u'/files/ENCFF237ZFZ/']
    
    
      56
      2017-05-23T23:45:10.578543+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ae19e9c8-cde3-4b66-a3ca-23663232bb05
      https://www.encodeproject.org/experiments/ENCS...
      MYC-human
      K562
      immortalized cell line
      sherman-weissman
      ENCODE2
      GRCh38
      11061
      12518
      4312
      3294
      1.1317240755808697
      1.3090467516697024
      pass
      0.043123892298939495
      0.04624905044236943
      0.031478421282826026
      0.017008524683105996
      done
      released
      [u'/files/ENCFF120IMP/', u'/files/ENCFF339AQP/']
    
    
      57
      2017-05-12T10:39:03.523908+00:00
      https://www.encodeproject.org/analysis-step-ru...
      9bb183a9-a2d4-4a2b-82d3-fbf01fe192f3
      https://www.encodeproject.org/experiments/ENCS...
      SUZ12-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      4277
      6760
      4933
      3292
      1.580547112462006
      1.4984811664641555
      pass
      0.0100246746832518
      0.012063581975711165
      0.012560084110575458
      0.007196687089394861
      done
      released
      [u'/files/ENCFF517VDG/', u'/files/ENCFF258ZVN/']
    
    
      58
      2017-06-09T01:45:53.301748+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3c6b83dd-64fd-4554-8e8a-afb9401ea164
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF571-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      944
      1596
      493
      776
      1.6906779661016949
      1.5740365111561867
      pass
      0.00109491833742335
      0.0015719428089220546
      0.0006894175490603449
      0.0009877302879458447
      done
      released
      [u'/files/ENCFF056PFS/', u'/files/ENCFF388XSN/']
    
    
      59
      2017-06-09T01:32:03.263883+00:00
      https://www.encodeproject.org/analysis-step-ru...
      afec33ea-5450-4576-88d3-773ff59e512e
      https://www.encodeproject.org/experiments/ENCS...
      RFX5-human
      SK-N-SH
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      7420
      8503
      3937
      6042
      1.1459568733153638
      1.5346710693421386
      pass
      0.018617635910002404
      0.019796645062527117
      0.01325085140562044
      0.017746423393127916
      done
      released
      [u'/files/ENCFF773HOI/', u'/files/ENCFF502JJJ/']
    
    
      60
      2017-05-23T23:56:33.450219+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ca0051e5-0183-448d-bd18-9ff263d8b837
      https://www.encodeproject.org/experiments/ENCS...
      GABPA-human
      HeLa-S3
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      7015
      7552
      4291
      5924
      1.0765502494654313
      1.3805639711023072
      pass
      0.03428319463707032
      0.03488422867242477
      0.025374440278334787
      0.03639130681832085
      done
      released
      [u'/files/ENCFF868ZRM/', u'/files/ENCFF091UDB/']
    
    
      61
      2017-06-09T01:43:40.637594+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3d1cb313-d738-4e85-91ad-48ec04949045
      https://www.encodeproject.org/experiments/ENCS...
      MEF2A-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      18818
      22732
      9627
      9187
      1.2079923477521521
      1.0478937629258736
      pass
      0.07281473719224245
      0.07859311366083928
      0.06545073359592804
      0.04011773024731358
      done
      released
      [u'/files/ENCFF958GXF/', u'/files/ENCFF131JIX/']
    
    
      62
      2017-05-24T00:13:51.012216+00:00
      https://www.encodeproject.org/analysis-step-ru...
      eba593e0-31e2-4c74-be47-9f0db557ab63
      https://www.encodeproject.org/experiments/ENCS...
      NCOR1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      24151
      26125
      19187
      23457
      1.0817357459318455
      1.2225465158701203
      pass
      0.0510618607913898
      0.05239727944793982
      0.039308339511743465
      0.06107829870704969
      done
      released
      [u'/files/ENCFF856HUK/', u'/files/ENCFF577EBU/']
    
    
      63
      2017-05-24T00:13:07.831479+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2f774c65-58dc-4e0e-b889-63c23fb25ed3
      https://www.encodeproject.org/experiments/ENCS...
      MAFK-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      4251
      7200
      1496
      1535
      1.6937191249117856
      1.0260695187165776
      pass
      0.00955427266635999
      0.01529007977240622
      0.008060509788296089
      0.007675119630661692
      done
      released
      [u'/files/ENCFF186AWV/', u'/files/ENCFF335NCG/']
    
    
      64
      2017-05-24T00:15:34.942277+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d523187a-0b50-46a7-8646-86e8b48c77bf
      https://www.encodeproject.org/experiments/ENCS...
      RAD21-human
      neural cell
      in vitro differentiated cells
      michael-snyder
      ENCODE3
      GRCh38
      45373
      44909
      36039
      36453
      1.0103320047206574
      1.0114875551485891
      pass
      0.1888795510523932
      0.18807145266311712
      0.1810835792010428
      0.16958261304027591
      done
      released
      [u'/files/ENCFF454TRL/']
    
    
      65
      2017-05-23T21:31:19.956289+00:00
      https://www.encodeproject.org/analysis-step-ru...
      82f70fed-b88e-4ec1-90c4-ad22bca1f517
      https://www.encodeproject.org/experiments/ENCS...
      SP1-human
      H1-hESC
      stem cell
      richard-myers
      ENCODE2
      GRCh38
      18186
      20024
      11188
      9015
      1.1010667546464312
      1.2410427066001108
      pass
      0.05115478964154163
      0.05392616373877398
      0.043984208552813917
      0.03357779549849004
      done
      released
      [u'/files/ENCFF695XRW/', u'/files/ENCFF500JFI/']
    
    
      66
      2017-05-23T23:59:12.489249+00:00
      https://www.encodeproject.org/analysis-step-ru...
      58607a87-1ebc-4574-88ec-05f72b78531f
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-GLIS1-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      57339
      64413
      59159
      44936
      1.1233715272327736
      1.3165168239273635
      pass
      0.16662520851655285
      0.17447626141459777
      0.19783239476008946
      0.11953359771637485
      done
      released
      [u'/files/ENCFF861MFY/', u'/files/ENCFF452YBB/']
    
    
      67
      2016-11-01T20:35:49.976860+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3427aef1-a5bf-4695-80fa-6ff43797cc74
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-GLIS2-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      37772
      40306
      34744
      27504
      1.0670867309117864
      1.2632344386271088
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF369VYR/', u'/files/ENCFF855XBY/']
    
    
      68
      2017-06-09T00:57:34.634484+00:00
      https://www.encodeproject.org/analysis-step-ru...
      00c5be66-ef4e-4a45-b316-3fed33452964
      https://www.encodeproject.org/experiments/ENCS...
      MLLT1-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      537
      9360
      13851
      2701
      17.43016759776536
      5.128100703443169
      fail
      0.005289090460058766
      0.016452211754203704
      0.06573614933493233
      0.0031318942474658747
      done
      submitted
      [u'/files/ENCFF334QDA/', u'/files/ENCFF639MCT/']
    
    
      69
      2017-05-23T23:37:33.102423+00:00
      https://www.encodeproject.org/analysis-step-ru...
      54710ba1-5b16-407e-9451-c2949d04fde2
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-TSHZ1-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      6742
      12255
      10245
      5174
      1.8177098783743697
      1.980092771550058
      pass
      0.009073568831515541
      0.014045753302490806
      0.013641283952490561
      0.006940867412621539
      done
      released
      [u'/files/ENCFF691JUF/', u'/files/ENCFF532WPD/']
    
    
      70
      2017-06-09T01:41:02.875220+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d4786b49-d17b-4056-bfcb-21d6e97b469d
      https://www.encodeproject.org/experiments/ENCS...
      ZBTB33-human
      HCT116
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      2206
      5887
      4186
      588
      2.6686310063463283
      7.119047619047619
      fail
      0.009497335339460464
      0.014610313572535822
      0.01203117179301195
      0.007678816561416525
      done
      released
      [u'/files/ENCFF422MCZ/', u'/files/ENCFF795HVQ/']
    
    
      71
      2017-05-23T23:31:11.511950+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ac749dd6-cf40-48ee-b230-1609d56b3b75
      https://www.encodeproject.org/experiments/ENCS...
      PHB2-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      796
      1883
      668
      791
      2.3655778894472363
      1.1841317365269461
      borderline
      0.0009896096784290593
      0.0029307555850711193
      0.006295179116111572
      0.0010539672983716961
      done
      submitted
      [u'/files/ENCFF882RPA/', u'/files/ENCFF658GLG/']
    
    
      72
      2017-06-09T00:56:47.969132+00:00
      https://www.encodeproject.org/analysis-step-ru...
      46982636-a0b1-4186-a095-518efc2aa76f
      https://www.encodeproject.org/experiments/ENCS...
      CEBPB-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      35233
      51378
      43485
      17153
      1.4582351772486022
      2.5351250510114847
      borderline
      0.09286186556358852
      0.11169253758483531
      0.18709018523910592
      0.03441854153749348
      done
      released
      [u'/files/ENCFF207MUN/', u'/files/ENCFF915ZYE/']
    
    
      73
      2017-06-07T06:04:59.428698+00:00
      https://www.encodeproject.org/analysis-step-ru...
      c5547fde-10c6-46bf-a69b-3c10c50b645d
      https://www.encodeproject.org/experiments/ENCS...
      TCF12-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      142
      330
      193
      137
      2.323943661971831
      1.4087591240875912
      borderline
      0.00020732781828356343
      0.00032886397857576554
      0.00028867060050455357
      0.0001785548521753497
      done
      released
      [u'/files/ENCFF820PHL/', u'/files/ENCFF813YNJ/']
    
    
      74
      2017-06-09T01:44:03.573026+00:00
      https://www.encodeproject.org/analysis-step-ru...
      4ec154a3-83e7-45ce-ab2f-c6f74c16b2ab
      https://www.encodeproject.org/experiments/ENCS...
      DEAF1-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      3410
      3648
      2455
      3046
      1.0697947214076247
      1.240733197556008
      pass
      0.011802533579987761
      0.012231506969114719
      0.01060726011158296
      0.011189651898455607
      done
      released
      [u'/files/ENCFF532HCE/', u'/files/ENCFF389KBV/']
    
    
      75
      2017-06-09T01:43:27.610825+00:00
      https://www.encodeproject.org/analysis-step-ru...
      c7d8ad4e-c75f-4061-b275-885da8fb0777
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-RBAK-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      2712
      3872
      1748
      1883
      1.4277286135693215
      1.0772311212814645
      pass
      0.003059223162045156
      0.004026244872057193
      0.0023766189828840155
      0.002420714187992304
      done
      released
      [u'/files/ENCFF963UJV/', u'/files/ENCFF357ZHI/']
    
    
      76
      2016-12-17T04:24:10.723185+00:00
      https://www.encodeproject.org/analysis-step-ru...
      496d95da-bc1c-4058-81b8-72466363dcc5
      https://www.encodeproject.org/experiments/ENCS...
      STAT1-human
      K562
      immortalized cell line
      sherman-weissman
      ENCODE2
      GRCh38
      864
      1202
      677
      324
      1.3912037037037037
      2.0895061728395063
      borderline
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF304OMG/', u'/files/ENCFF747ICD/']
    
    
      77
      2017-06-09T01:20:19.876172+00:00
      https://www.encodeproject.org/analysis-step-ru...
      992060f0-ce25-4dfb-b49c-c5866800f932
      https://www.encodeproject.org/experiments/ENCS...
      MTA2-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      15000
      14663
      13168
      13035
      1.022983018481893
      1.0102032988108938
      pass
      0.026819746136383635
      0.026822898594066474
      0.02332596636489271
      0.02517261740128474
      done
      released
      [u'/files/ENCFF558XIL/']
    
    
      78
      2017-06-09T00:56:49.501551+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1ed4a6bb-c579-4239-8064-73838fce6395
      https://www.encodeproject.org/experiments/ENCS...
      DDX20-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      8287
      10393
      8547
      5679
      1.254132979365271
      1.5050184891706286
      pass
      0.03166108264337433
      0.03485767542077261
      0.03519675006600753
      0.024907757537847297
      done
      released
      [u'/files/ENCFF161EHH/', u'/files/ENCFF536LKB/']
    
    
      79
      2017-06-15T23:30:06.857308+00:00
      https://www.encodeproject.org/analysis-step-ru...
      89dd6d78-d613-4c77-83f6-fe7942f31a63
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      vagina
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      216
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.00022198852998802135
      not_available
      done
      released
      [u'/files/ENCFF242HMY/']
    
    
      80
      2017-05-24T00:10:07.793564+00:00
      https://www.encodeproject.org/analysis-step-ru...
      052f357d-f0e3-4357-8f26-da9a0ed36c6a
      https://www.encodeproject.org/experiments/ENCS...
      MTA2-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      13656
      16940
      11620
      12674
      1.240480374926772
      1.0907056798623063
      pass
      0.03853151157295268
      0.04245700920790898
      0.033812946357296876
      0.03955129601059112
      done
      released
      [u'/files/ENCFF713ZVD/', u'/files/ENCFF299JOC/']
    
    
      81
      2017-06-17T01:23:14.618747+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fa33add0-cf51-4ce5-b624-ae3293f765c3
      https://www.encodeproject.org/experiments/ENCS...
      POLR2AphosphoS5-human
      vagina
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      77013
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.5496369326865597
      not_available
      done
      submitted
      [u'/files/ENCFF039JXQ/']
    
    
      82
      2017-05-05T21:00:43.327697+00:00
      https://www.encodeproject.org/analysis-step-ru...
      0b889468-37b7-4937-9efb-a3d7d341d53a
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      fibroblast of lung
      primary cell
      bradley-bernstein
      ENCODE2
      GRCh38
      32399
      39297
      33469
      15947
      1.2129078057964753
      2.098764657929391
      borderline
      0.17816579698901452
      0.1917952068818543
      0.18292800948859356
      0.14950860286378095
      done
      released
      [u'/files/ENCFF954FAQ/', u'/files/ENCFF468JKI/']
    
    
      83
      2017-05-24T00:12:47.838903+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3e2bdc2c-e882-49c7-aebc-21b2538bfd0b
      https://www.encodeproject.org/experiments/ENCS...
      GATA2-human
      SH-SY5Y
      immortalized cell line
      peggy-farnham
      ENCODE2
      GRCh38
      28305
      36166
      31513
      22925
      1.2777247836071366
      1.3746128680479826
      pass
      0.08911664797600514
      0.09913114921944498
      0.10036815335484356
      0.07839881602126962
      done
      released
      [u'/files/ENCFF553BNV/', u'/files/ENCFF064YWN/']
    
    
      84
      2017-06-09T01:49:08.836128+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e5398baf-7ead-44a0-be58-a495f471e90b
      https://www.encodeproject.org/experiments/ENCS...
      FLAG-DNMT3B-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      9905
      10007
      4819
      4706
      1.0102978293791014
      1.0240118997025074
      pass
      0.016671838200329855
      0.01660025773211063
      0.009243113924664393
      0.009763641394096911
      done
      released
      [u'/files/ENCFF497ZJO/', u'/files/ENCFF186YGH/']
    
    
      85
      2017-06-09T01:35:58.207022+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e3ff8c9c-76a6-4131-822e-3ca6868b0a1b
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZFP41-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      521
      990
      517
      314
      1.9001919385796544
      1.6464968152866242
      pass
      0.0006440790234820893
      0.0010060777946577278
      0.0006651447099916804
      0.00045237409853588997
      done
      released
      [u'/files/ENCFF127KFE/', u'/files/ENCFF720MYN/']
    
    
      86
      2017-06-09T00:50:34.868760+00:00
      https://www.encodeproject.org/analysis-step-ru...
      83c377e6-c01b-4be8-b912-9ca9d122dc49
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-PRDM10-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      60690
      64106
      47839
      49443
      1.0562860438292965
      1.0335291289533644
      pass
      0.1838829487475274
      0.18774177657083854
      0.1604894795757618
      0.1705024720353022
      done
      released
      [u'/files/ENCFF662LUJ/', u'/files/ENCFF680HBX/']
    
    
      87
      2017-06-09T01:49:28.176996+00:00
      https://www.encodeproject.org/analysis-step-ru...
      68924572-70ac-4e5a-826a-c9fea5465ccc
      https://www.encodeproject.org/experiments/ENCS...
      ZBED1-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      5350
      6235
      2723
      3333
      1.1654205607476635
      1.2240176276165993
      pass
      0.010709735247248444
      0.011828174063473033
      0.007959489937515515
      0.007588845604883293
      done
      released
      [u'/files/ENCFF388TYU/', u'/files/ENCFF619KWZ/']
    
    
      88
      2017-05-23T23:35:43.640005+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fc7e53f9-c5c0-415e-a317-316908e4d97f
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF654-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      32783
      33791
      29918
      29099
      1.030747643595766
      1.028145297089247
      pass
      0.08397276150983835
      0.08476700529898115
      0.07739308892360992
      0.08341478949459186
      done
      released
      [u'/files/ENCFF024FLW/', u'/files/ENCFF149OME/']
    
    
      89
      2017-05-23T23:48:26.528590+00:00
      https://www.encodeproject.org/analysis-step-ru...
      399bfe66-fce8-43d6-ab5e-87dc104a4330
      https://www.encodeproject.org/experiments/ENCS...
      BATF-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      30090
      37046
      15204
      29085
      1.2311731472249916
      1.9129834254143647
      pass
      0.11058335919023345
      0.1220487032068856
      0.058416790827530596
      0.1450461849519839
      done
      released
      [u'/files/ENCFF832YIE/', u'/files/ENCFF142FZS/']
    
    
      90
      2017-06-15T23:32:04.282312+00:00
      https://www.encodeproject.org/analysis-step-ru...
      89222b66-3db9-4840-85f1-c0fba48097f6
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      omental fat pad
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      47
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      0.000448098322923144
      not_available
      done
      released
      [u'/files/ENCFF199FCD/']
    
    
      91
      2017-06-16T00:10:05.466563+00:00
      https://www.encodeproject.org/analysis-step-ru...
      424b8162-696d-426b-ac41-237161ead8da
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      omental fat pad
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      50
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      7.887072340303586e-05
      not_available
      done
      released
      [u'/files/ENCFF895RTD/']
    
    
      92
      2017-06-09T02:23:18.067541+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1d8d1237-72a2-4613-8596-dca86007289d
      https://www.encodeproject.org/experiments/ENCS...
      XRCC3-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      951
      1894
      1181
      998
      1.9915878023133544
      1.1833667334669338
      pass
      0.0009972453590571457
      0.0017345384523355272
      0.0014274186368909525
      0.0011576607084105798
      done
      submitted
      [u'/files/ENCFF086ZSD/', u'/files/ENCFF115PGE/']
    
    
      93
      2017-06-09T01:59:33.111239+00:00
      https://www.encodeproject.org/analysis-step-ru...
      21ee8284-0d02-466d-8749-b39341b4ace1
      https://www.encodeproject.org/experiments/ENCS...
      EED-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      35904
      38787
      27391
      25790
      1.0802974598930482
      1.0620783249321442
      pass
      0.10179458304479672
      0.10598414209178303
      0.08939847102183666
      0.08582292613368855
      done
      released
      [u'/files/ENCFF041QPS/', u'/files/ENCFF023ALY/']
    
    
      94
      2017-06-09T01:50:25.132779+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f9c27294-a574-4628-bbc0-c123d49f3646
      https://www.encodeproject.org/experiments/ENCS...
      CEBPB-human
      K562
      immortalized cell line
      richard-myers
      ENCODE2
      GRCh38
      15516
      25460
      21841
      5304
      1.6408868265016756
      4.117835595776772
      borderline
      0.05066197883831391
      0.06618758374763561
      0.05957941820181099
      0.04376123904862206
      done
      released
      [u'/files/ENCFF712GEQ/', u'/files/ENCFF813LOW/']
    
    
      95
      2017-06-15T23:33:45.075327+00:00
      https://www.encodeproject.org/analysis-step-ru...
      bf4259a0-786f-4b00-8c7a-9922e1633b79
      https://www.encodeproject.org/experiments/ENCS...
      EP300-human
      suprapubic skin
      tissue
      richard-myers
      ENCODE3
      GRCh38
      not_available
      not_available
      12
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      2.5047283875874284e-05
      not_available
      done
      released
      [u'/files/ENCFF104UOC/']
    
    
      96
      2017-05-23T23:51:28.157076+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d2e5adea-9ac7-49b1-80b9-28d679e38b4d
      https://www.encodeproject.org/experiments/ENCS...
      ZNF830-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      265
      959
      467
      347
      3.6188679245283017
      1.345821325648415
      borderline
      0.0004439547743271393
      0.0010515953739792527
      0.0007687440669590087
      0.00048652571713875335
      done
      submitted
      [u'/files/ENCFF266ALJ/', u'/files/ENCFF951OSW/']
    
    
      97
      2017-05-26T02:20:36.440676+00:00
      https://www.encodeproject.org/analysis-step-ru...
      453a8a54-6523-4340-a7b3-462fda0906db
      https://www.encodeproject.org/experiments/ENCS...
      HES1-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      5560
      11667
      13060
      3414
      2.0983812949640286
      3.8254247217340365
      fail
      0.008221623899885042
      0.0150870754714148
      0.02291783123643549
      0.0047309215457076274
      done
      submitted
      [u'/files/ENCFF941ZLD/', u'/files/ENCFF860ZNG/']
    
    
      98
      2016-12-16T18:16:20.416492+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3ad03df7-a11a-45f3-970c-686adc820cea
      https://www.encodeproject.org/experiments/ENCS...
      CHD2-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      6227
      6830
      3012
      5549
      1.0968363577966918
      1.842297476759628
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF902EMG/', u'/files/ENCFF181XMM/']
    
    
      99
      2016-10-24T17:23:39.049782+00:00
      https://www.encodeproject.org/analysis-step-ru...
      9614a1ad-ab54-4f83-a59d-740d8dd9ff92
      https://www.encodeproject.org/experiments/ENCS...
      RELB-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      40062
      48118
      25343
      41501
      1.2010883131146723
      1.6375725052282681
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF192MYZ/', u'/files/ENCFF105YDI/']
    
    
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    
    
      1627
      2017-04-03T17:28:49.710700+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2256a73a-9a43-459e-bca6-e75dc5630118
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF596-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      5083
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF195LFP/']
    
    
      1628
      2017-04-03T17:30:02.376075+00:00
      https://www.encodeproject.org/analysis-step-ru...
      90abfdff-9daf-483b-ba63-2c5f00362d4f
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZSCAN30-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      4642
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF236XCY/']
    
    
      1629
      2017-04-03T17:24:35.464741+00:00
      https://www.encodeproject.org/analysis-step-ru...
      0b3fd0b3-e264-405a-90c3-c0601fecc8f1
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF563-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      8802
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF622NEF/']
    
    
      1630
      2016-10-24T17:24:03.865268+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b107fde1-e370-43da-9d3d-72dcbd4b4bdf
      https://www.encodeproject.org/experiments/ENCS...
      E4F1-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      26074
      29530
      26558
      16879
      1.1325458310961112
      1.5734344451685527
      pass
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF752KNU/', u'/files/ENCFF233MGP/']
    
    
      1631
      2017-05-05T19:32:59.824485+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e18cecb4-3fed-4065-b35a-72ba22b5c9b6
      https://www.encodeproject.org/experiments/ENCS...
      TFAP4-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      15525
      29225
      30279
      6125
      1.8824476650563606
      4.943510204081632
      borderline
      0.04502456339262356
      0.06511297890394033
      0.08353622540460579
      0.015899421824612146
      done
      released
      [u'/files/ENCFF912SQI/', u'/files/ENCFF696VDG/']
    
    
      1632
      2017-06-09T01:08:59.536919+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1d927c67-884b-49fe-83f6-a6d60b198b54
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-TFDP1-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      18586
      22561
      20969
      9297
      1.2138706553319702
      2.255458750134452
      borderline
      0.046738672148648484
      0.054320345835264336
      0.05475592763229253
      0.028772215326365893
      done
      released
      [u'/files/ENCFF261YCK/', u'/files/ENCFF354QYM/']
    
    
      1633
      2017-06-09T01:49:40.019402+00:00
      https://www.encodeproject.org/analysis-step-ru...
      7960ef70-8f89-4767-a429-8d7c2bc2b945
      https://www.encodeproject.org/experiments/ENCS...
      KDM4B-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      5692
      8271
      7044
      1828
      1.4530920590302179
      3.8533916849015317
      borderline
      0.015454090350683885
      0.019953223758268208
      0.023933199667019525
      0.0051472982606957166
      done
      released
      [u'/files/ENCFF561ZCZ/', u'/files/ENCFF955AOD/']
    
    
      1634
      2017-06-09T01:39:06.114767+00:00
      https://www.encodeproject.org/analysis-step-ru...
      39f680c8-d0e7-4107-8811-dbe14070a813
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-FOSL2-human
      MCF-7
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      13645
      14076
      9335
      10941
      1.0315866617808722
      1.1720407070166041
      pass
      0.018538156391584255
      0.01891891076312821
      0.012825381848413942
      0.01980138520029513
      done
      released
      [u'/files/ENCFF998CZO/', u'/files/ENCFF818TQX/']
    
    
      1635
      2017-05-05T21:24:19.820040+00:00
      https://www.encodeproject.org/analysis-step-ru...
      43fa554e-77b5-4bd8-a3cc-29f3c419127f
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF639-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      26149
      27008
      17414
      18550
      1.032850204596734
      1.065234868496612
      pass
      0.07803213799163437
      0.07941001922915146
      0.0595649273473453
      0.06685650172606258
      done
      released
      [u'/files/ENCFF017JQJ/', u'/files/ENCFF599CTG/']
    
    
      1636
      2017-05-05T21:25:18.349869+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5325332d-ebec-4594-9567-890d96e6ddf9
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-BACH1-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      12170
      16298
      14519
      7715
      1.3391947411668037
      1.8819183408943616
      pass
      0.027634249610768165
      0.03369825551879
      0.03595224480755166
      0.01849571018797253
      done
      released
      [u'/files/ENCFF365WQR/', u'/files/ENCFF752RBV/']
    
    
      1637
      2017-04-03T05:01:39.197649+00:00
      https://www.encodeproject.org/analysis-step-ru...
      cf3c2a58-2425-4740-b4ce-32990c40544b
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-KLF14-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      9662
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF455IPC/']
    
    
      1638
      2017-05-05T21:25:00.650605+00:00
      https://www.encodeproject.org/analysis-step-ru...
      a4033b77-e6b8-425b-b82f-e62134d8282a
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      36455
      46884
      47939
      28304
      1.2860787271979153
      1.6937182023742228
      pass
      0.109549350868013
      0.11869246770465816
      0.16221131578616227
      0.06854594884491665
      done
      released
      [u'/files/ENCFF646TUX/', u'/files/ENCFF277ZAR/']
    
    
      1639
      2017-04-03T05:01:50.129816+00:00
      https://www.encodeproject.org/analysis-step-ru...
      10bdc5d2-4120-44e0-bbd1-e96d9a18ef60
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF214-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      1043
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF524LIK/']
    
    
      1640
      2017-05-24T00:03:34.836766+00:00
      https://www.encodeproject.org/analysis-step-ru...
      a7c3ae11-4b43-406b-b63f-2670009205bf
      https://www.encodeproject.org/experiments/ENCS...
      IRF2-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      6263
      8717
      4311
      6160
      1.3918250039916973
      1.4289028067733704
      pass
      0.013965467613866238
      0.01659064902832169
      0.01126628490149302
      0.01435370292237748
      done
      released
      [u'/files/ENCFF403GZC/', u'/files/ENCFF886EVL/']
    
    
      1641
      2017-05-26T02:22:08.682312+00:00
      https://www.encodeproject.org/analysis-step-ru...
      41883e6a-3a0e-410e-9d09-029a6be43333
      https://www.encodeproject.org/experiments/ENCS...
      FOS-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      49350
      63201
      38900
      56803
      1.2806686930091185
      1.4602313624678662
      pass
      0.10327835774028525
      0.11309626391428886
      0.09252316716862337
      0.11235310214080792
      done
      released
      [u'/files/ENCFF170POB/', u'/files/ENCFF890YVJ/']
    
    
      1642
      2017-06-09T01:49:58.017679+00:00
      https://www.encodeproject.org/analysis-step-ru...
      96a50334-25d9-43a8-8b3c-ac80ef03b37b
      https://www.encodeproject.org/experiments/ENCS...
      FLAG-MBD1_isoform1-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      11320
      10479
      4342
      5795
      1.080255749594427
      1.3346384154767388
      pass
      0.0201415219050411
      0.01936181309120219
      0.008046390020217854
      0.013714415150347657
      done
      released
      [u'/files/ENCFF515DUD/']
    
    
      1643
      2017-05-23T23:46:36.687454+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3eba0724-2f8c-4f16-8c17-e62914b6b354
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-E2F5-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      19544
      19524
      9681
      13276
      1.0010243802499488
      1.3713459353372586
      pass
      0.052526870170713044
      0.052505447388931
      0.03169199750394971
      0.041446143869796157
      done
      released
      [u'/files/ENCFF468VJV/']
    
    
      1644
      2017-05-23T23:46:11.553089+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3ad507e3-0341-4330-abe3-e758869d69ae
      https://www.encodeproject.org/experiments/ENCS...
      CHD2-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      2901
      3440
      2042
      2490
      1.1857980006894175
      1.2193927522037218
      pass
      0.00799972320912792
      0.008475261063658734
      0.006544670196342379
      0.008053602441461987
      done
      released
      [u'/files/ENCFF310IDS/', u'/files/ENCFF103JEQ/']
    
    
      1645
      2017-04-03T17:25:35.950656+00:00
      https://www.encodeproject.org/analysis-step-ru...
      42cd031a-4d0a-4d3a-80e7-085315f11157
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF529-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      4325
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF590SPC/']
    
    
      1646
      2017-05-26T02:20:05.884919+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2e42bc7d-f369-4498-9a36-d6d23c93a9c2
      https://www.encodeproject.org/experiments/ENCS...
      NFE2L2-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      7257
      1188
      4952
      5280
      6.108585858585859
      1.0662358642972536
      borderline
      0.012080106120550044
      0.00458777963841706
      0.010585921379117458
      0.010345608310713392
      done
      released
      [u'/files/ENCFF418TUX/']
    
    
      1647
      2017-05-23T23:58:03.219119+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b1da0788-83c3-485a-867c-234fbe626a4a
      https://www.encodeproject.org/experiments/ENCS...
      MYC-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      9032
      9438
      7248
      3821
      1.0449512843224091
      1.896885632033499
      pass
      0.01541076718234809
      0.015783443934970196
      0.015462324668453941
      0.006806456255044793
      done
      released
      [u'/files/ENCFF542GMN/', u'/files/ENCFF674RQX/']
    
    
      1648
      2017-05-26T02:20:23.639478+00:00
      https://www.encodeproject.org/analysis-step-ru...
      74cc01f5-91a1-4775-baa1-468dcfbff0ca
      https://www.encodeproject.org/experiments/ENCS...
      CEBPB-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      43935
      47003
      28789
      28842
      1.069830431318994
      1.0018409809302165
      pass
      0.08496620192245584
      0.08774778767329074
      0.0642523592556363
      0.07867209988799813
      done
      released
      [u'/files/ENCFF855UMP/', u'/files/ENCFF047UIF/']
    
    
      1649
      2016-10-31T15:59:49.959878+00:00
      https://www.encodeproject.org/analysis-step-ru...
      4637e618-f776-410d-82e9-7d2899131420
      https://www.encodeproject.org/experiments/ENCS...
      RCOR1-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      653
      863
      310
      221
      1.321592649310873
      1.4027149321266967
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF993WZP/', u'/files/ENCFF505FJH/']
    
    
      1650
      2017-06-09T01:44:00.577065+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5eb9d3fa-a91c-4070-8d04-e97a61ed7b2f
      https://www.encodeproject.org/experiments/ENCS...
      SOX6-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      27684
      37353
      21183
      32533
      1.3492631122670133
      1.5358070150592456
      pass
      0.056183242148092664
      0.0665738387884105
      0.041348664463067945
      0.07217276554167348
      done
      released
      [u'/files/ENCFF251SPU/', u'/files/ENCFF431STY/']
    
    
      1651
      2017-04-03T05:01:34.391254+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2174ce53-b4d4-4383-b05e-3d2cefce7891
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF513-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      1552
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF743WRE/']
    
    
      1652
      2017-03-21T17:56:35.751145+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5279574e-c553-47b0-aa09-4f824bcacf82
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      breast epithelium
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      15280
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF294TAI/']
    
    
      1653
      2017-03-21T17:57:12.272793+00:00
      https://www.encodeproject.org/analysis-step-ru...
      c303aa61-3efd-4cd3-8a56-2526791f8087
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      body of pancreas
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      32908
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF306CZZ/']
    
    
      1654
      2017-04-03T17:51:34.035613+00:00
      https://www.encodeproject.org/analysis-step-ru...
      94ac50d8-c656-4f2f-a1eb-651011e806c1
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF667-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      16290
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF766TCD/']
    
    
      1655
      2017-05-24T00:02:48.074351+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3db988e1-4ff3-4af8-92ac-d297345efa2e
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZSCAN2-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      5349
      6117
      5285
      4060
      1.1435782389231632
      1.3017241379310345
      pass
      0.007010683334423893
      0.007570747524332613
      0.008516369489669596
      0.005365447030763927
      done
      submitted
      [u'/files/ENCFF839WGI/', u'/files/ENCFF290TRX/']
    
    
      1656
      2017-05-05T21:56:42.832274+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b4c4cbeb-2773-4259-9cc0-805cdbaccaed
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ETS2-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      976
      1708
      508
      833
      1.75
      1.639763779527559
      pass
      0.0010040018322485945
      0.001570606871824145
      0.0006411263244387699
      0.0009743634306803473
      done
      released
      [u'/files/ENCFF687OMH/', u'/files/ENCFF149PSG/']
    
    
      1657
      2017-06-09T01:40:57.247654+00:00
      https://www.encodeproject.org/analysis-step-ru...
      476b9b94-6a16-4ce4-937e-814c2c1d2779
      https://www.encodeproject.org/experiments/ENCS...
      NFRKB-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1830
      2650
      1399
      1436
      1.4480874316939891
      1.0264474624731952
      pass
      0.002358369915068536
      0.0029562365664577653
      0.0022788667708146288
      0.0019108550463522722
      done
      released
      [u'/files/ENCFF748JYG/', u'/files/ENCFF162TPR/']
    
    
      1658
      2017-05-05T21:59:23.145148+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d5248f83-d60d-461a-a52c-e0fee9934606
      https://www.encodeproject.org/experiments/ENCS...
      SOX6-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      983
      2199
      1187
      839
      2.237029501525941
      1.4147794994040523
      borderline
      0.0011654894187924244
      0.00213505082176947
      0.0015884754330463117
      0.0010518721661150136
      done
      released
      [u'/files/ENCFF944LNI/', u'/files/ENCFF049WCA/']
    
    
      1659
      2017-05-24T00:13:59.542100+00:00
      https://www.encodeproject.org/analysis-step-ru...
      67afa61d-5450-4023-88e4-7be9713d265b
      https://www.encodeproject.org/experiments/ENCS...
      ATF7-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      38252
      44248
      32457
      35202
      1.1567499738575762
      1.0845734356225158
      pass
      0.12380709343473782
      0.13129001099537346
      0.11592276259265939
      0.12158607678713743
      done
      released
      [u'/files/ENCFF495PWL/', u'/files/ENCFF667FTY/']
    
    
      1660
      2017-06-09T01:58:07.274629+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fcadf4d9-2ebd-4c30-b58f-7594ecaf2e4e
      https://www.encodeproject.org/experiments/ENCS...
      ZBTB11-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      6258
      7471
      6835
      4480
      1.193831895174177
      1.5256696428571428
      pass
      0.02992465524828916
      0.03173240839266588
      0.029645918771436283
      0.029711708394181715
      done
      released
      [u'/files/ENCFF913HCQ/', u'/files/ENCFF059AZP/']
    
    
      1661
      2017-04-03T05:02:31.682958+00:00
      https://www.encodeproject.org/analysis-step-ru...
      faf0afbe-6052-4e6d-99a7-9626af65cc7a
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF213-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      10436
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF145JYM/']
    
    
      1662
      2017-06-09T01:31:49.844659+00:00
      https://www.encodeproject.org/analysis-step-ru...
      6e2103a8-520f-4331-a98e-ee28e5202725
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-GABPA-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      33135
      33378
      26866
      24890
      1.0073336351290176
      1.0793893129770993
      pass
      0.16512093341133874
      0.16528430721291554
      0.1460482680698908
      0.16059198941608338
      done
      released
      [u'/files/ENCFF492VKT/', u'/files/ENCFF535BMV/']
    
    
      1663
      2017-05-23T23:37:26.210687+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2f1d571e-9ce7-4fdd-ae39-0a0371b4701d
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF589-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      20610
      20791
      12745
      11513
      1.008782144590005
      1.1070094675584121
      pass
      0.05021617113449713
      0.05040756106154386
      0.035212738829089284
      0.03642396986840314
      done
      released
      [u'/files/ENCFF271NEP/', u'/files/ENCFF044TCD/']
    
    
      1664
      2017-06-09T01:49:44.416696+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e1c186a5-e223-43ed-b3f6-a0aaa6db3b52
      https://www.encodeproject.org/experiments/ENCS...
      ZBTB33-human
      liver
      tissue
      richard-myers
      ENCODE3
      GRCh38
      4278
      5134
      1871
      4335
      1.2000935016362786
      2.316942811330839
      borderline
      0.01247760143306472
      0.013362401738406233
      0.009321590247578884
      0.012972506777641927
      done
      released
      [u'/files/ENCFF882UHR/', u'/files/ENCFF520SXF/']
    
    
      1665
      2017-06-10T05:02:24.461924+00:00
      https://www.encodeproject.org/analysis-step-ru...
      9655c31a-a7a2-41d5-a0e6-5516abab3910
      https://www.encodeproject.org/experiments/ENCS...
      HNRNPH1-human
      HepG2
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      2315
      2685
      1733
      1293
      1.1598272138228942
      1.340293890177881
      pass
      0.0056277823643880905
      0.006119418676396253
      0.004481212926471179
      0.0035244258638420472
      done
      submitted
      [u'/files/ENCFF046NUR/', u'/files/ENCFF719JYX/']
    
    
      1666
      2017-05-23T23:39:06.894270+00:00
      https://www.encodeproject.org/analysis-step-ru...
      8fdbe732-5743-4c60-80cd-bb0c95b86acf
      https://www.encodeproject.org/experiments/ENCS...
      NFE2L2-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      8321
      10465
      5231
      8385
      1.2576613387813964
      1.6029439877652456
      pass
      0.013993670546899904
      0.015633457723020962
      0.009513319337749732
      0.01699438735591785
      done
      released
      [u'/files/ENCFF525YEM/', u'/files/ENCFF882YLO/']
    
    
      1667
      2017-05-23T23:34:53.635291+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5c18a742-2acd-46e9-83d1-5322b1c614f7
      https://www.encodeproject.org/experiments/ENCS...
      ELK1-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      4948
      8198
      3030
      8640
      1.6568310428455941
      2.8514851485148514
      borderline
      0.009525508184402334
      0.012632092160910336
      0.00492824310109494
      0.017614313769412953
      done
      released
      [u'/files/ENCFF408TWV/', u'/files/ENCFF810GDI/']
    
    
      1668
      2017-06-09T01:59:18.266740+00:00
      https://www.encodeproject.org/analysis-step-ru...
      4b7a5d8c-01bf-4328-a81c-f4b01ca47f54
      https://www.encodeproject.org/experiments/ENCS...
      CEBPD-human
      liver
      tissue
      richard-myers
      ENCODE3
      GRCh38
      41507
      46242
      27767
      39371
      1.1140771436143302
      1.417906147585263
      pass
      0.08186826907230059
      0.08798065673357766
      0.07460939367290174
      0.08105503383668936
      done
      submitted
      [u'/files/ENCFF497LGN/', u'/files/ENCFF561YMY/']
    
    
      1669
      2017-06-09T02:00:49.485042+00:00
      https://www.encodeproject.org/analysis-step-ru...
      a42c1e7d-a3c5-4b84-a661-83b678c1efdf
      https://www.encodeproject.org/experiments/ENCS...
      HDAC1-human
      K562
      immortalized cell line
      bradley-bernstein
      ENCODE2
      GRCh38
      7161
      17221
      18749
      1338
      2.4048317274123727
      14.01270553064275
      fail
      0.02169336037786861
      0.0403354598595894
      0.060361456564702765
      0.003155211313346808
      done
      released
      [u'/files/ENCFF557WXK/', u'/files/ENCFF016MVN/']
    
    
      1670
      2017-06-09T01:47:17.131958+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b0cc8679-2fa3-4236-810e-b74892b2d526
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF175-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      18609
      18537
      11663
      10099
      1.0038841236446028
      1.1548668184968809
      pass
      0.04759510796571508
      0.048243965914669
      0.03403239000842351
      0.03478637667646427
      done
      released
      [u'/files/ENCFF247ULP/']
    
    
      1671
      2017-06-09T01:41:22.328691+00:00
      https://www.encodeproject.org/analysis-step-ru...
      cf019054-5067-49ab-8899-11f6d034a0c1
      https://www.encodeproject.org/experiments/ENCS...
      EP400-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      33545
      31167
      25545
      28232
      1.076298649212308
      1.1051869250342532
      pass
      0.07880306516548424
      0.07695158933265027
      0.07184198906182382
      0.07217550500498886
      done
      released
      [u'/files/ENCFF225BXA/']
    
    
      1672
      2017-04-03T05:01:56.723350+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ce31a298-01a3-4f21-b641-404ff538e2e3
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF449-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      10547
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF109QAR/']
    
    
      1673
      2017-04-03T17:24:56.055065+00:00
      https://www.encodeproject.org/analysis-step-ru...
      9bed06eb-65ae-46e2-a1ee-8598a1b3a127
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF577-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      7628
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF560ZIV/']
    
    
      1674
      2017-04-03T05:02:16.442881+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f331f9df-1026-42ed-92b6-8c25b6f262a8
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF221-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      1174
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF018IKW/']
    
    
      1675
      2017-04-03T17:29:53.122556+00:00
      https://www.encodeproject.org/analysis-step-ru...
      37850ac3-9e80-4e27-97fc-06a94b058222
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF677-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      6722
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF993GRJ/']
    
    
      1676
      2017-04-03T05:01:36.894260+00:00
      https://www.encodeproject.org/analysis-step-ru...
      6003bf4e-c143-49c5-ba20-fe733962b808
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-PRDM13-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      4421
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF176YBB/']
    
    
      1677
      2016-11-24T02:05:01.162292+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e3aa41b6-6b93-418e-b545-0399a9a79be3
      https://www.encodeproject.org/experiments/ENCS...
      THRA-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1067
      1808
      2041
      983
      1.6944704779756325
      2.076297049847406
      borderline
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF309DMZ/', u'/files/ENCFF359ERT/']
    
    
      1678
      2017-06-17T11:12:16.915892+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5ebe415b-0200-446d-ae5d-c4052b096bb2
      https://www.encodeproject.org/experiments/ENCS...
      CTCF-human
      22Rv1
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      85052
      90008
      69895
      85375
      1.0582702346799604
      1.2214750697474783
      pass
      0.13553336884486739
      0.13840911962951669
      0.11475342528603531
      0.14246684493820505
      done
      released
      [u'/files/ENCFF773RMX/', u'/files/ENCFF147YCW/']
    
    
      1679
      2017-03-21T17:57:23.698434+00:00
      https://www.encodeproject.org/analysis-step-ru...
      93248c58-a123-4c8f-ac08-47001288b405
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      body of pancreas
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      16007
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF371GSC/']
    
    
      1680
      2017-04-03T05:02:41.816762+00:00
      https://www.encodeproject.org/analysis-step-ru...
      18b8dfc3-0e44-43c4-b757-8fceb6d219d6
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-KLF10-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      2330
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF992WOP/']
    
    
      1681
      2017-04-03T05:02:05.218903+00:00
      https://www.encodeproject.org/analysis-step-ru...
      90a3300f-cf1f-45b3-b4b8-9c6d763fd39b
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF626-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      12477
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF449WUZ/']
    
    
      1682
      2017-05-24T00:11:14.168826+00:00
      https://www.encodeproject.org/analysis-step-ru...
      3e967be9-dbac-4d62-bcc4-7bf1cfd80b1c
      https://www.encodeproject.org/experiments/ENCS...
      E4F1-human
      MCF-7
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      2062
      3796
      2096
      1714
      1.8409311348205626
      1.2228704784130688
      pass
      0.004930785176821177
      0.006238410530894073
      0.0045414741979111425
      0.005159260002060685
      done
      submitted
      [u'/files/ENCFF347USC/', u'/files/ENCFF385IIC/']
    
    
      1683
      2017-04-03T17:29:18.536784+00:00
      https://www.encodeproject.org/analysis-step-ru...
      bb283e63-e101-4f2c-a4f2-6ce4afdcab10
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF770-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      45797
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF333RDI/']
    
    
      1684
      2017-04-03T05:02:05.636589+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5761f727-8d66-4301-b529-29717779647f
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF45-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      620
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF007JXR/']
    
    
      1685
      2017-05-05T21:49:55.831383+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f14c4bc7-e1c4-4bb8-809a-51e0e2e18e60
      https://www.encodeproject.org/experiments/ENCS...
      YBX1-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      914
      2255
      966
      926
      2.4671772428884027
      1.043196544276458
      borderline
      0.0010501037600462518
      0.0021085328616414238
      0.0011384969111695677
      0.0011112799792096487
      done
      released
      [u'/files/ENCFF699GCM/', u'/files/ENCFF500RBO/']
    
    
      1686
      2017-05-24T00:06:29.958382+00:00
      https://www.encodeproject.org/analysis-step-ru...
      5672a37a-b81c-468a-9bf7-8ded1c76072e
      https://www.encodeproject.org/experiments/ENCS...
      ZNF143-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      23317
      31516
      24601
      18457
      1.351631856585324
      1.3328818334507233
      pass
      0.09052815181244059
      0.10839293284988331
      0.11576362773677835
      0.08237254925841024
      done
      released
      [u'/files/ENCFF921MFR/', u'/files/ENCFF153TQR/']
    
    
      1687
      2017-05-05T19:38:11.702657+00:00
      https://www.encodeproject.org/analysis-step-ru...
      8b84761c-8487-4cc7-a2c9-4af070cf1ec4
      https://www.encodeproject.org/experiments/ENCS...
      ZBED1-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      9443
      14426
      12915
      4312
      1.5276924706131525
      2.9951298701298703
      borderline
      0.01947348288694139
      0.02616053410826648
      0.026185654551100702
      0.011745782661305331
      done
      released
      [u'/files/ENCFF630FLK/', u'/files/ENCFF907JXH/']
    
    
      1688
      2017-05-23T23:49:03.365149+00:00
      https://www.encodeproject.org/analysis-step-ru...
      c48dbb02-6665-4ffd-9c0a-a1a405f39fee
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-CREB3-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      10294
      14795
      7422
      9056
      1.4372449970856809
      1.2201562921045541
      pass
      0.02126222146461446
      0.027200648452257763
      0.015918892010394335
      0.0222569457836935
      done
      released
      [u'/files/ENCFF606EUI/', u'/files/ENCFF027GDP/']
    
    
      1689
      2017-05-23T23:44:13.970648+00:00
      https://www.encodeproject.org/analysis-step-ru...
      a695f321-775e-4114-bf28-60b8f6e4e8cc
      https://www.encodeproject.org/experiments/ENCS...
      SP1-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1094
      2008
      831
      1354
      1.8354661791590494
      1.6293622141997592
      pass
      0.0013764988450269131
      0.0021012503959428126
      0.001244413050596186
      0.0017597892587080343
      done
      released
      [u'/files/ENCFF269DNZ/', u'/files/ENCFF735WMX/']
    
    
      1690
      2017-05-23T23:42:35.870897+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f4bd8f95-9b21-4978-86a8-4a422d83920c
      https://www.encodeproject.org/experiments/ENCS...
      MNT-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      29268
      37603
      26568
      27420
      1.2847820144868116
      1.0320686540198736
      pass
      0.060308734350911504
      0.06646970968549545
      0.060365514586620046
      0.061434417972660915
      done
      released
      [u'/files/ENCFF562FMQ/', u'/files/ENCFF498PHD/']
    
    
      1691
      2017-05-05T20:02:07.544455+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b6638cc4-2187-4634-abcc-4e631e085b7b
      https://www.encodeproject.org/experiments/ENCS...
      MAFK-human
      IMR-90
      primary cell
      michael-snyder
      ENCODE2
      GRCh38
      44103
      47120
      35268
      29400
      1.0684080448042084
      1.1995918367346938
      pass
      0.10806293979747013
      0.11100293938244041
      0.10429004702489407
      0.08890504477404333
      done
      released
      [u'/files/ENCFF351VGZ/', u'/files/ENCFF046FNS/']
    
    
      1692
      2017-06-09T01:36:07.677485+00:00
      https://www.encodeproject.org/analysis-step-ru...
      25113bdd-109f-41ec-b678-34f6657bb8c0
      https://www.encodeproject.org/experiments/ENCS...
      FOXA1-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      6240
      9064
      5254
      5887
      1.4525641025641025
      1.1204796345641417
      pass
      0.008927261752056138
      0.011071056687973613
      0.01439572117101559
      0.009169508074791905
      done
      released
      [u'/files/ENCFF367TQC/', u'/files/ENCFF594RPH/']
    
    
      1693
      2017-06-09T01:50:32.411703+00:00
      https://www.encodeproject.org/analysis-step-ru...
      d094e301-e7b0-4e35-9563-73ad95c24a8c
      https://www.encodeproject.org/experiments/ENCS...
      HMBOX1-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      24314
      29480
      23425
      17023
      1.2124701817882702
      1.3760794219585266
      pass
      0.07289393580775776
      0.08058046954661559
      0.08390601389119186
      0.05183650629743078
      done
      released
      [u'/files/ENCFF912CZG/', u'/files/ENCFF718DFX/']
    
    
      1694
      2016-10-28T18:04:03.972418+00:00
      https://www.encodeproject.org/analysis-step-ru...
      7cd2c2a4-bcea-49a4-9044-b2e6f49d3ceb
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF584-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      14421
      14730
      8526
      7891
      1.021427085500312
      1.0804714231402863
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF544HIJ/', u'/files/ENCFF757ULW/']
    
    
      1695
      2017-06-09T01:58:59.051453+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ee7ace8c-0a64-4684-8b0e-8b83e28c3db1
      https://www.encodeproject.org/experiments/ENCS...
      NFATC3-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      19376
      22619
      14918
      13296
      1.1673720066061106
      1.1219915764139592
      pass
      0.04685135769508327
      0.05120676158749297
      0.04001221788483869
      0.04012130541071494
      done
      submitted
      [u'/files/ENCFF712IYR/', u'/files/ENCFF620DGA/']
    
    
      1696
      2017-06-09T01:59:39.520726+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1751c039-50f6-48a9-856f-ac6cfa3db848
      https://www.encodeproject.org/experiments/ENCS...
      NRF1-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      21797
      20878
      15094
      13060
      1.044017626209407
      1.1557427258805513
      pass
      0.14808520790534813
      0.14764888315832425
      0.1543968504567456
      0.11659516429439169
      done
      released
      [u'/files/ENCFF626VDA/']
    
    
      1697
      2017-06-09T01:59:29.120944+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b6e6c175-8186-47f6-8c96-bb2453c74ea6
      https://www.encodeproject.org/experiments/ENCS...
      ZNF189-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      3178
      3686
      1066
      2054
      1.159848961611076
      1.9268292682926829
      pass
      0.006801448288613057
      0.007404573575845339
      0.003245319772129451
      0.005786614883094219
      done
      submitted
      [u'/files/ENCFF887RUF/', u'/files/ENCFF607HSS/']
    
    
      1698
      2017-06-09T01:59:51.481349+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f576f818-ba91-4da0-ac77-f00673f5dab5
      https://www.encodeproject.org/experiments/ENCS...
      ZNF410-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      4617
      5762
      2959
      4340
      1.247996534546242
      1.4667117269347754
      pass
      0.010470354874929979
      0.011740858184568494
      0.006427235893591008
      0.013040644621186587
      done
      submitted
      [u'/files/ENCFF418PLG/', u'/files/ENCFF333GRD/']
    
    
      1699
      2017-06-09T01:49:36.293318+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e066e383-bb9d-4cc0-b169-485d1efa298f
      https://www.encodeproject.org/experiments/ENCS...
      ATF3-human
      liver
      tissue
      richard-myers
      ENCODE3
      GRCh38
      24057
      27820
      19441
      18456
      1.1564201687658477
      1.0533701777199826
      pass
      0.043115279761566566
      0.04807044244605473
      0.04279366804194405
      0.036796155292131955
      done
      released
      [u'/files/ENCFF919URJ/', u'/files/ENCFF146URA/']
    
    
      1700
      2017-06-09T01:59:49.211867+00:00
      https://www.encodeproject.org/analysis-step-ru...
      056ffb16-24ca-48f9-8021-e742fbc7ec19
      https://www.encodeproject.org/experiments/ENCS...
      ZBTB33-human
      liver
      tissue
      richard-myers
      ENCODE3
      GRCh38
      19284
      22828
      16967
      13713
      1.183779298900643
      1.237293079559542
      pass
      0.03756144420761279
      0.04253590405463939
      0.035754058192436475
      0.03317886254588249
      done
      released
      [u'/files/ENCFF517PUF/', u'/files/ENCFF727ZIT/']
    
    
      1701
      2017-05-24T00:01:37.252366+00:00
      https://www.encodeproject.org/analysis-step-ru...
      95fd01ed-3d5a-4ffc-b21a-ef43cc2b37e1
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZKSCAN8-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      8625
      11223
      6925
      6954
      1.3012173913043479
      1.004187725631769
      pass
      0.018528235153585995
      0.022086492595400922
      0.015575050894178249
      0.018056138969642276
      done
      released
      [u'/files/ENCFF161HQY/', u'/files/ENCFF648HOK/']
    
    
      1702
      2017-06-09T01:33:31.322448+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2fb24cb9-bb23-45c5-88cc-1dcb08abefdf
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZFX-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      26627
      26841
      23668
      19954
      1.0080369549705186
      1.1861280946176205
      pass
      0.09502576635588403
      0.09534966918394905
      0.09978022244629635
      0.07668287884511067
      done
      released
      [u'/files/ENCFF709IUJ/', u'/files/ENCFF572OWY/']
    
    
      1703
      2017-05-05T20:16:42.759819+00:00
      https://www.encodeproject.org/analysis-step-ru...
      e3ff2889-51a2-4b17-8d7f-04dcc20fb6d5
      https://www.encodeproject.org/experiments/ENCS...
      RAD51-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      4084
      7867
      2981
      7836
      1.9262977473065621
      2.6286481046628647
      borderline
      0.011459380381768577
      0.01469754838092485
      0.009937937927143712
      0.021442520263012504
      done
      released
      [u'/files/ENCFF859MBC/', u'/files/ENCFF536UXA/']
    
    
      1704
      2017-05-26T02:21:00.833684+00:00
      https://www.encodeproject.org/analysis-step-ru...
      2227c376-9799-418d-85e0-3b45c3e1b371
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ELF1-human
      K562
      immortalized cell line
      kevin-white
      ENCODE3
      GRCh38
      20171
      20358
      12611
      16904
      1.009270735213921
      1.3404170961858695
      pass
      0.052781259845397235
      0.05320161221601777
      0.03959725474054827
      0.05169911845026735
      done
      released
      [u'/files/ENCFF066UQP/', u'/files/ENCFF256CVB/']
    
    
      1705
      2017-05-26T02:22:32.960304+00:00
      https://www.encodeproject.org/analysis-step-ru...
      1fd2b615-8580-4f08-8bfc-8f222c8f5f52
      https://www.encodeproject.org/experiments/ENCS...
      IRF5-human
      GM12878
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1702
      2876
      1176
      2538
      1.6897767332549942
      2.1581632653061225
      borderline
      0.003950352167958538
      0.004949868106729659
      0.002838638293325359
      0.005693523336256977
      done
      released
      [u'/files/ENCFF207EGF/', u'/files/ENCFF843HDK/']
    
    
      1706
      2017-05-05T19:58:13.058708+00:00
      https://www.encodeproject.org/analysis-step-ru...
      33e421f7-5a54-4144-a9d7-3212a434e481
      https://www.encodeproject.org/experiments/ENCS...
      TCF7-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      14600
      19098
      11769
      15729
      1.3080821917808219
      1.3364771858271731
      pass
      0.04785991683741592
      0.05373131707903113
      0.03933289496059851
      0.056786044589590585
      done
      released
      [u'/files/ENCFF852MHW/', u'/files/ENCFF928MIN/']
    
    
      1707
      2017-05-05T19:36:39.841718+00:00
      https://www.encodeproject.org/analysis-step-ru...
      36a3802d-7119-4d5a-afe0-2420943835e0
      https://www.encodeproject.org/experiments/ENCS...
      GATA4-human
      HepG2
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      10512
      13947
      12728
      3182
      1.326769406392694
      4.0
      borderline
      0.022083366667723304
      0.02655948339494535
      0.029921146049149052
      0.00806078082307725
      done
      released
      [u'/files/ENCFF097OXR/', u'/files/ENCFF464IZM/']
    
    
      1708
      2017-06-09T01:49:30.402867+00:00
      https://www.encodeproject.org/analysis-step-ru...
      741cc4fb-9ed7-4e03-8ad4-d6a70715524b
      https://www.encodeproject.org/experiments/ENCS...
      SMAD5-human
      GM12878
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      9792
      12014
      9962
      6540
      1.2269199346405228
      1.5232415902140672
      pass
      0.026304789283186417
      0.030381398536384024
      0.03355204152752386
      0.017490342013880528
      done
      released
      [u'/files/ENCFF891JAX/', u'/files/ENCFF855SJG/']
    
    
      1709
      2017-05-05T19:37:52.133297+00:00
      https://www.encodeproject.org/analysis-step-ru...
      78d941b0-eaa1-4f50-b17d-aa831ec9ea55
      https://www.encodeproject.org/experiments/ENCS...
      RNF2-human
      K562
      immortalized cell line
      richard-myers
      ENCODE3
      GRCh38
      9466
      17580
      14145
      7481
      1.8571730403549547
      1.8907900013367196
      pass
      0.025351266353645645
      0.03964664109947811
      0.037805813278343245
      0.02160258627053258
      done
      released
      [u'/files/ENCFF741CLJ/', u'/files/ENCFF666MKU/']
    
    
      1710
      2017-06-09T01:41:22.818337+00:00
      https://www.encodeproject.org/analysis-step-ru...
      f65b1584-1774-4d38-b6a1-084191e7479d
      https://www.encodeproject.org/experiments/ENCS...
      IKZF1-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1185
      2801
      770
      1452
      2.3637130801687762
      1.8857142857142857
      borderline
      0.0015033778112068632
      0.002705299578629108
      0.0058365854357021
      0.0018417906149522526
      done
      released
      [u'/files/ENCFF632RQY/', u'/files/ENCFF969BZA/']
    
    
      1711
      2016-12-16T17:43:21.811877+00:00
      https://www.encodeproject.org/analysis-step-ru...
      4f4f7651-1890-4c04-a2b6-1c6c1574d615
      https://www.encodeproject.org/experiments/ENCS...
      RAD21-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE2
      GRCh38
      25018
      26063
      22006
      18000
      1.0417699256535295
      1.2225555555555556
      pass
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF897QCA/', u'/files/ENCFF660KIF/']
    
    
      1712
      2017-06-30T05:22:41.588561+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fa47ca1e-2285-4c45-a293-87686b24ac76
      https://www.encodeproject.org/experiments/ENCS...
      EZH2-human
      neural cell
      in vitro differentiated cells
      bradley-bernstein
      ENCODE3
      GRCh38
      3167
      4150
      1514
      2634
      1.3103883801705083
      1.7397622192866578
      pass
      0.004964666231632492
      0.006132460491858226
      0.0023110817930887062
      0.008739572063886307
      done
      released
      [u'/files/ENCFF108BSU/', u'/files/ENCFF458BIY/']
    
    
      1713
      2017-05-23T23:49:41.958846+00:00
      https://www.encodeproject.org/analysis-step-ru...
      378c828a-05c6-4f0f-bac9-4517deb1cb6b
      https://www.encodeproject.org/experiments/ENCS...
      JUN-human
      A549
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1469
      1768
      942
      518
      1.2035398230088497
      1.8185328185328185
      pass
      0.0021519345408518927
      0.002370653995972995
      0.001670941192351179
      0.0011813739282601514
      done
      released
      [u'/files/ENCFF155CWQ/', u'/files/ENCFF127HJG/']
    
    
      1714
      2017-06-24T03:00:19.402903+00:00
      https://www.encodeproject.org/analysis-step-ru...
      51c0cbc5-9c7b-4c4a-9bee-6f8809a935cf
      https://www.encodeproject.org/experiments/ENCS...
      ZNF24-human
      HepG2
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      5789
      7530
      4914
      3879
      1.3007427880462947
      1.2668213457076567
      pass
      0.011136118220463351
      0.012542635207108742
      0.010402456965656882
      0.00954664603312984
      done
      released
      [u'/files/ENCFF218UXO/', u'/files/ENCFF904QAD/']
    
    
      1715
      2017-03-21T17:57:04.437284+00:00
      https://www.encodeproject.org/analysis-step-ru...
      68ca1fbc-39ed-426d-bb0b-df86d2f76494
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      body of pancreas
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      35170
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF389ULP/']
    
    
      1716
      2017-06-10T02:20:43.091805+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b6de54f5-87d1-4382-8d25-833486929930
      https://www.encodeproject.org/experiments/ENCS...
      YY1-human
      K562
      immortalized cell line
      peggy-farnham
      ENCODE2
      GRCh38
      4254
      5283
      2181
      4410
      1.2418899858956276
      2.0220082530949104
      borderline
      0.03235419560413824
      0.034807791720654194
      0.01647357066834246
      0.04559749870625151
      done
      released
      [u'/files/ENCFF635XCI/', u'/files/ENCFF632ZHY/']
    
    
      1717
      2017-06-09T00:58:55.880157+00:00
      https://www.encodeproject.org/analysis-step-ru...
      ab8ac552-5a99-4df5-b556-84c71bf2cdb5
      https://www.encodeproject.org/experiments/ENCS...
      SRSF4-human
      K562
      immortalized cell line
      xiang-dong-fu
      ENCODE3
      GRCh38
      799
      914
      579
      257
      1.143929912390488
      2.252918287937743
      borderline
      0.001986762273883327
      0.0021294223729736014
      0.0017061303755592913
      0.0009702688543697747
      done
      submitted
      [u'/files/ENCFF377FSL/', u'/files/ENCFF505EUN/']
    
    
      1718
      2017-05-05T20:02:43.584290+00:00
      https://www.encodeproject.org/analysis-step-ru...
      6e58d3b3-212e-40c2-bfb1-5c600a1b8b1c
      https://www.encodeproject.org/experiments/ENCS...
      ZC3H8-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      1356
      3127
      1199
      1778
      2.306047197640118
      1.4829024186822353
      borderline
      0.0036245592853759463
      0.0056283816485067405
      0.0037429562115316164
      0.003910581242995315
      done
      released
      [u'/files/ENCFF784MKW/', u'/files/ENCFF015XIL/']
    
    
      1719
      2017-06-09T01:45:37.542301+00:00
      https://www.encodeproject.org/analysis-step-ru...
      128ee637-1158-4469-a6dc-57a5bd4a16fa
      https://www.encodeproject.org/experiments/ENCS...
      HDAC1-human
      HepG2
      immortalized cell line
      bradley-bernstein
      ENCODE3
      GRCh38
      11543
      19653
      22804
      4869
      1.702590314476306
      4.6835079071677965
      borderline
      0.023657871939365777
      0.03578630593703377
      0.056251119817549454
      0.007650021538593329
      done
      submitted
      [u'/files/ENCFF527MOR/', u'/files/ENCFF069KPS/']
    
    
      1720
      2017-03-21T17:58:09.352426+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b40fa521-394a-4d57-866e-a81d73ec394a
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      body of pancreas
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      35727
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF296AFJ/']
    
    
      1721
      2017-06-09T01:31:29.064201+00:00
      https://www.encodeproject.org/analysis-step-ru...
      8ee128ed-3a9f-4c5e-ad0c-5ca6302929dd
      https://www.encodeproject.org/experiments/ENCS...
      ATF7-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      36569
      47250
      42406
      27202
      1.2920779895539938
      1.5589294904786413
      pass
      0.0968171060701185
      0.10925590976337386
      0.11371387617277563
      0.07369076028199356
      done
      released
      [u'/files/ENCFF953PPE/', u'/files/ENCFF371SJR/']
    
    
      1722
      2017-06-09T01:46:36.819612+00:00
      https://www.encodeproject.org/analysis-step-ru...
      17f9bd25-3bc4-46ef-be58-3895a792fb99
      https://www.encodeproject.org/experiments/ENCS...
      SKIL-human
      K562
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      17640
      24276
      20705
      12626
      1.3761904761904762
      1.6398701092982735
      pass
      0.028400891755008744
      0.036999539844655115
      0.034727945860250395
      0.019846057155810504
      done
      released
      [u'/files/ENCFF254QDM/', u'/files/ENCFF100VPO/']
    
    
      1723
      2017-03-21T17:57:25.000199+00:00
      https://www.encodeproject.org/analysis-step-ru...
      fc6fb342-d6bf-43dc-b0d2-4acca55f0909
      https://www.encodeproject.org/experiments/ENCS...
      POLR2A-human
      Peyer's patch
      tissue
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      19192
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      released
      [u'/files/ENCFF563GSK/']
    
    
      1724
      2017-04-03T17:29:36.723583+00:00
      https://www.encodeproject.org/analysis-step-ru...
      b42f8f53-b2d6-44d0-bb2c-d7c111e03450
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZNF768-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      6692
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF332QHC/']
    
    
      1725
      2017-04-03T17:30:04.003813+00:00
      https://www.encodeproject.org/analysis-step-ru...
      8186eb5e-6aa3-4382-8de9-4bf575c5c128
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZSCAN29-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      280
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF095ZLL/']
    
    
      1726
      2017-04-03T05:01:54.538819+00:00
      https://www.encodeproject.org/analysis-step-ru...
      58c0f708-f252-43d1-816e-0f7ff3fc0249
      https://www.encodeproject.org/experiments/ENCS...
      eGFP-ZBTB12-human
      HEK293
      immortalized cell line
      michael-snyder
      ENCODE3
      GRCh38
      not_available
      not_available
      5749
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      not_available
      done
      submitted
      [u'/files/ENCFF805JFW/']
    
  

1727 rows × 24 columns

Distributions of metrics



In [5]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[13, 11])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['N1', 'N2', 'Np','Nt']):
        plt.subplot(2, 2, i + 1)
        sns.distplot(idr_gr38[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')
fig.suptitle('Distribution of ChIP-seq quality metrics (GRCh38)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.902);



In [6]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[13, 11])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['F1', 'F2', 'Fp', 'Ft']):
        plt.subplot(2, 2, i + 1)
        sns.distplot(idr_gr38[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')
    
fig.suptitle('Distribution of FRiP ChIP-seq quality metrics (GRCh38)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.902);



In [7]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[14, 17])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['rescue_ratio', 'self_consistency_ratio', 'total_price']):
        plt.subplot(4, 1, i + 1)
        sns.distplot(idr_gr38[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')

plt.subplot2grid((4, 1), (3, 0), colspan=1)
sns.countplot(y='reproducibility_test',
              data=idr_gr38.dropna(),
              order=['pass', 'borderline', 'fail'],
              color='gray',
              edgecolor='black',
              linewidth=1,
              alpha=0.7)
sns.despine(left=True, bottom=True)
fig.gca().yaxis.grid(True, ls="--")
fig.gca().xaxis.grid(True, ls="--")
y_label = fig.gca().get_ylabel()
fig.gca().set_ylabel(ylabel=y_label, weight='bold')
x_label = fig.gca().get_xlabel()
fig.gca().set_xlabel(xlabel=x_label, weight='bold')

fig.suptitle('ChIP-seq quality metrics (GRCh38)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.900);



In [8]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[13, 11])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['N1', 'N2', 'Np','Nt']):
        plt.subplot(2, 2, i + 1)
        sns.distplot(idr_hg19[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')
fig.suptitle('Distribution of ChIP-seq quality metrics (hg19)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.902);



In [9]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[13, 11])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['F1', 'F2', 'Fp', 'Ft']):
        plt.subplot(2, 2, i + 1)
        sns.distplot(idr_hg19[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')
    
fig.suptitle('Distribution of FRiP ChIP-seq quality metrics (hg19)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.902);



In [10]:

    
sns.set(style="ticks", font="Lato")
fig = plt.figure(figsize=[14, 17])
with sns.plotting_context("notebook", font_scale=1):
    for i, y in enumerate(['rescue_ratio', 'self_consistency_ratio', 'total_price']):
        plt.subplot(4, 1, i + 1)
        sns.distplot(idr_hg19[y].dropna(), color='black')
        sns.despine(left=True, bottom=True)
        fig.gca().yaxis.grid(True, ls="--")
        fig.gca().xaxis.grid(True, ls="--")
        x_label = fig.gca().get_xlabel()
        fig.gca().set_xlabel(xlabel=x_label, weight='bold')

plt.subplot2grid((4, 1), (3, 0), colspan=1)
sns.countplot(y='reproducibility_test',
              data=idr_hg19.dropna(),
              order=['pass', 'borderline', 'fail'],
              color='gray',
              edgecolor='black',
              linewidth=1,
              alpha=0.7)
sns.despine(left=True, bottom=True)
fig.gca().yaxis.grid(True, ls="--")
fig.gca().xaxis.grid(True, ls="--")
y_label = fig.gca().get_ylabel()
fig.gca().set_ylabel(ylabel=y_label, weight='bold')
x_label = fig.gca().get_xlabel()
fig.gca().set_xlabel(xlabel=x_label, weight='bold')

fig.suptitle('ChIP-seq quality metrics (hg19)',
              size=16,
              family='Lato',
              fontweight='bold',
              y=0.900);

t-SNE applied to numerical metrics

For GRCh38:



In [11]:

    
idr_num = idr_gr38[['Nt',
                    'Np',
                    'N1',
                    'N2',
                    'rescue_ratio',
                    'self_consistency_ratio',
                    'Ft',
                    'Fp',
                    'F1',
                    'F2',
                    'reproducibility_test']].dropna().reset_index(drop=True)

idr_num_X = idr_num[['Nt',
                     'Np',
                     'N1',
                     'N2',
                     'rescue_ratio',
                     'self_consistency_ratio',
                     'Ft',
                     'Fp',
                     'F1',
                     'F2']]

idr_num_Y = idr_num[['reproducibility_test']]



In [12]:

    
x = idr_num_X.values
standard_scaler = StandardScaler()
x_scaled = standard_scaler.fit_transform(x)
tsne = TSNE(n_components=2, perplexity=50, n_iter=5000, init='pca')
x_test_2d = tsne.fit_transform(x_scaled)



In [13]:

    
data = pd.concat([pd.DataFrame(x_test_2d), pd.DataFrame(idr_num_Y)], axis=1)
data = data.rename(columns={0:'x', 1:'y'})



In [14]:

    
sns.set(style="ticks", font="Lato")
with sns.plotting_context("notebook", font_scale=1):
    sns.lmplot(x='x',
               y='y',
               hue='reproducibility_test',
               hue_order=['fail', 'borderline', 'pass'],
               data=data,
               size=10,
               aspect=1.1,
               fit_reg=False,
               palette=['#e41a1c','#fdc086','#b2df8a'],
               scatter_kws={'s': 100,
                            'linewidth': 1,
                            'edgecolor': "black"})
sns.despine(left=True, bottom=True)
sns.plt.gca().yaxis.grid(True, ls="--")
sns.plt.gca().xaxis.grid(True, ls="--")
y_label = sns.plt.gca().get_ylabel()
sns.plt.gca().set_ylabel(ylabel=y_label, weight='bold')
x_label = sns.plt.gca().get_xlabel()
sns.plt.gca().set_xlabel(xlabel=x_label, weight='bold')
sns.plt.title("t-SNE demensionality reduction of ChIP-seq quality metrics (GRCh38)", size=16, family='Lato');

For hg19



In [15]:

    
idr_num = idr_hg19[['Nt',
                    'Np',
                    'N1',
                    'N2',
                    'rescue_ratio',
                    'self_consistency_ratio',
                    'reproducibility_test']].dropna().reset_index(drop=True)

idr_num_X = idr_num[['Nt',
                     'Np',
                     'N1',
                     'N2',
                     'rescue_ratio',
                     'self_consistency_ratio']]

idr_num_Y = idr_num[['reproducibility_test']]



In [16]:

    
x = idr_num_X.values
standard_scaler = StandardScaler()
x_scaled = standard_scaler.fit_transform(x)
tsne = TSNE(n_components=2, perplexity=50, n_iter=5000, init='pca')
x_test_2d = tsne.fit_transform(x_scaled)



In [17]:

    
data = pd.concat([pd.DataFrame(x_test_2d), pd.DataFrame(idr_num_Y)], axis=1)
data = data.rename(columns={0:'x', 1:'y'})



In [18]:

    
sns.set(style="ticks", font="Lato")
with sns.plotting_context("notebook", font_scale=1):
    sns.lmplot(x='x',
               y='y',
               hue='reproducibility_test',
               hue_order=['fail', 'borderline', 'pass'],
               data=data,
               size=10,
               aspect=1.1,
               fit_reg=False,
               palette=['#e41a1c','#fdc086','#b2df8a'],
               scatter_kws={'s': 100,
                            'linewidth': 1,
                            'edgecolor': "black"})
sns.despine(left=True, bottom=True)
sns.plt.gca().yaxis.grid(True, ls="--")
sns.plt.gca().xaxis.grid(True, ls="--")
y_label = sns.plt.gca().get_ylabel()
sns.plt.gca().set_ylabel(ylabel=y_label, weight='bold')
x_label = sns.plt.gca().get_xlabel()
sns.plt.gca().set_xlabel(xlabel=x_label, weight='bold')
sns.plt.title("t-SNE demensionality reduction of ChIP-seq quality metrics (hg19)", size=16, family='Lato');



In [ ]:



In [ ]:

	Nt	Np	N1	N2	rescue_ratio	self_consistency_ratio	Ft	Fp	F1	F2	total_price
count	1572.000000	1572.000000	1572.000000	1572.000000	1572.000000	1572.000000	1404.000000	1404.000000	1404.000000	1404.000000	1571.000000
mean	16431.189567	19374.104962	13764.267176	13672.756361	1.912867	2.471204	0.050405	0.054444	0.048786	0.046469	4.386750
std	17386.636011	18296.462552	15397.602386	15083.206504	5.816754	6.418202	0.069206	0.069926	0.070210	0.065275	10.922887
min	4.000000	14.000000	3.000000	4.000000	1.000032	1.000000	0.000017	0.000135	0.000030	0.000067	0.058530
25%	3053.750000	4723.250000	2290.750000	2350.500000	1.107222	1.159298	0.006031	0.007433	0.005292	0.005047	0.166708
50%	10015.000000	13627.000000	7771.000000	7740.000000	1.265464	1.411646	0.023116	0.027385	0.019673	0.018330	0.207025
75%	24489.500000	29186.250000	20075.500000	20532.250000	1.584466	1.909372	0.065393	0.070570	0.060971	0.059427	0.266069
max	100423.000000	106703.000000	101695.000000	93494.000000	189.153846	142.535211	0.585003	0.588346	0.553675	0.526923	63.604375

	Nt	Np	N1	N2	rescue_ratio	self_consistency_ratio	Ft	Fp	F1	F2
count	1589.000000	1589.000000	1727.000000	1589.000000	1589.000000	1589.000000	1421.000000	1421.000000	1491.000000	1421.000000
mean	16354.103839	19297.801762	14020.614360	13626.676526	1.909976	2.470875	0.050036	0.054059	0.050542	0.046180
std	17333.250601	18240.826359	16047.607337	15033.490079	5.786714	6.392753	0.068909	0.069633	0.077205	0.064980
min	4.000000	14.000000	3.000000	4.000000	1.000032	1.000000	0.000017	0.000135	0.000012	0.000067
25%	3041.000000	4712.000000	2193.000000	2364.000000	1.108885	1.160023	0.005958	0.007429	0.004890	0.005051
50%	9994.000000	13571.000000	7628.000000	7715.000000	1.266974	1.413914	0.022755	0.027191	0.019338	0.018327
75%	24440.000000	29126.000000	20331.000000	20527.000000	1.584562	1.910861	0.064756	0.070132	0.061625	0.059144
max	100423.000000	106703.000000	101695.000000	93494.000000	189.153846	142.535211	0.585003	0.588346	0.790521	0.526923

	Nt	Np	N1	N2	rescue_ratio	self_consistency_ratio	Ft	Fp	F1	F2	total_price
count	1351.000000	1351.000000	1351.000000	1351.000000	1351.000000	1351.000000	60.000000	60.000000	60.000000	60.000000	1350.000000
mean	15678.586973	18808.208734	13555.929682	13295.282754	1.927984	2.371005	0.048368	0.054220	0.049833	0.046219	25.310565
std	17093.255660	18309.829743	15449.642659	14932.080833	4.981650	7.205406	0.056170	0.059428	0.055805	0.056265	19.516770
min	18.000000	26.000000	10.000000	12.000000	1.000000	1.000620	0.000101	0.000405	0.000333	0.000227	0.013735
25%	2466.500000	4098.500000	2134.500000	2045.000000	1.111129	1.145248	0.004094	0.005077	0.004892	0.002759	13.697048
50%	8817.000000	12539.000000	7376.000000	7100.000000	1.296755	1.391343	0.022760	0.029349	0.022993	0.019652	25.323867
75%	23558.000000	28641.500000	19649.500000	20283.500000	1.626197	1.889803	0.087218	0.100524	0.100174	0.069992	31.474489
max	96619.000000	134543.000000	130202.000000	93654.000000	110.185366	191.302632	0.193167	0.201301	0.199127	0.212596	121.788247

	Nt	Np	N1	N2	rescue_ratio	self_consistency_ratio	Ft	Fp	F1	F2
count	1363.000000	1363.000000	1500.00000	1363.000000	1363.000000	1363.000000	72.000000	72.000000	142.000000	72.000000
mean	15642.526779	18779.597946	13853.48600	13285.687454	1.927027	2.373375	0.044133	0.049584	0.067973	0.042849
std	17045.156525	18253.646601	16175.30457	14886.334590	4.960964	7.182043	0.052916	0.055965	0.121407	0.052662
min	18.000000	26.000000	2.00000	12.000000	1.000000	1.000620	0.000101	0.000405	0.000002	0.000227
25%	2489.000000	4103.000000	2030.75000	2074.000000	1.112537	1.146407	0.004461	0.006559	0.001654	0.005755
50%	8838.000000	12546.000000	7193.50000	7163.000000	1.299340	1.391343	0.020522	0.026142	0.013026	0.019908
75%	23490.500000	28554.000000	20031.25000	20283.500000	1.626197	1.889803	0.073271	0.087923	0.096662	0.062344
max	96619.000000	134543.000000	130202.00000	93654.000000	110.185366	191.302632	0.193167	0.201301	0.789523	0.212596