forked from wuhaifengdhu/MonsterCrawler
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathsum_record.txt
1635 lines (1635 loc) · 64.3 KB
/
sum_record.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
(u'[0]', 13.170403478205293)
(u'(2, 5]', 5.439137167030233)
(u'(5, 10]', 5.3969663316506)
(u'(0, 2]', 4.255854620127927)
(u'(10, 15]', 2.1725688682137454)
(u'(15, 20]', 0.7218297166058193)
(u'(20, 30)', 0.7161349515234388)
(u'Master', 5.673262137715162)
(u'Doctor', 5.513304479598723)
(u'Bachelor', 5.500199847838165)
('data mining', 16.349483116682684)
('data science', 12.343802244725715)
('machine learning', 12.315246989510324)
('analytics', 11.871366429366034)
('big data', 11.502393154370298)
('computer science', 11.434176251741425)
('business', 11.309932770722355)
('data analytics', 10.067765534049839)
('marketing', 9.918988722259913)
('design', 9.39015235156155)
('engineering', 8.72805506306187)
('science', 8.189158138417294)
('information', 7.469778240715338)
('advanced analytics', 7.368389145840298)
('management', 7.205086886738411)
('statistic', 6.978517193413276)
('natural language processing', 6.540091246001714)
('communication', 6.461787071381972)
('project management', 6.376041452800459)
('predictive analytics', 6.109063568628998)
('information technology', 5.700227130579719)
('operations research', 5.683402101866573)
('applied mathematics', 5.419264896587447)
('mathematics', 5.369692648811309)
('phd', 5.270159595346777)
('software engineering', 5.140104651815355)
('business analytics', 4.201309082844676)
('artificial intelligence', 4.0946066528648535)
('general', 4.076178617997011)
('computing', 4.070407450345575)
('big data analytics', 3.9248207464079417)
('automation', 3.859566956054976)
(u'physic', 3.8271608171015616)
('electrical engineering', 3.622480462343861)
('law', 3.573028676989353)
('ee computer science', 3.552372145146394)
('economics', 3.360297665412872)
('finance', 3.3602419837606368)
('applied math', 3.256577711565973)
('data analyst', 3.1130290654521975)
('marketing analytics', 2.9364320071434244)
('information retrieval', 2.9160547132308925)
('history', 2.866233028962961)
('information system', 2.574260462649289)
('computer science engineering', 2.3539187104729264)
('scientific computing', 2.138854823715217)
('machine learning data mining', 2.109686094993667)
('data mining machine learning', 2.0811316273715907)
('information systems', 2.021684746885892)
('computer science mathematics', 2.013151285396366)
('business analysis', 2.0103552647975054)
('marketing research', 1.9938217318404101)
('bioinformatics', 1.9475440582142)
('public policy', 1.921853902168801)
('web development', 1.889432837680328)
('computer science statistics', 1.877644664023379)
('econometrics', 1.793723023675415)
('mathematics statistics', 1.792718848648031)
('english', 1.6313446892495758)
('informatics', 1.6009265103353265)
('data science analytics', 1.597410154751581)
('statistics computer science', 1.5907429187679067)
('high performance computing', 1.5896031119707905)
('marketing strategy', 1.5343513278156098)
('industrial engineering', 1.5017778120278984)
('mathematics computer science', 1.4583236832023319)
('management technology', 1.4384080074533476)
(u'applied statistic', 1.4159286616960833)
('information management', 1.3653044798062537)
('life sciences', 1.3535007212338592)
('genetics', 1.2898749872212616)
('biostatistics', 1.268043801794776)
('analytics data science', 1.250503657646431)
('statistical computing', 1.2270103642334762)
('systems engineering', 1.2152875399410084)
('transportation', 1.209196572015208)
('accounting', 1.2025471004846806)
('mba', 1.1812456429798885)
('pharmacy', 1.1790340052906383)
('reinforcement learning', 1.1451381954068367)
('actuarial science', 1.0817615366300368)
('biomedical informatics', 1.0766676684790795)
('biology', 1.071607543516978)
('quantitative finance', 1.0633833987819825)
('mathematics physics', 1.0540713183793902)
('computer engineering', 1.0446584595252033)
('telecommunication', 1.0059137533011873)
('chemistry', 0.9905995653675541)
('knowledge management', 0.9843960203345196)
('computational linguistics', 0.9745281704779427)
('statistics applied mathematics', 0.9733139695068443)
('computational biology', 0.9711021419476656)
('data science engineering', 0.9431265582830148)
('public health', 0.9359573279313693)
('electronics', 0.9322484395373664)
('machine learning engineer', 0.9084301928619455)
('engineering management', 0.9015722973158283)
('music', 0.8720709416549477)
('engineering science', 0.8544648757449252)
('electrical', 0.8525217461389881)
('mathematics economics', 0.8308572646454854)
('health services', 0.8288447149165208)
('machine learning statistics', 0.7844590104237025)
('corporate finance', 0.775676687283769)
('statistics operations research', 0.7572659960964603)
('mechanical', 0.7451420962966239)
('medicine', 0.7292965040040887)
('geography', 0.7243701509460339)
('neuroscience', 0.7115655469653044)
('business intelligence analytics', 0.6836858884589913)
('economics math', 0.669161036694046)
('chemical engineering', 0.6615360415917914)
('statistics economics', 0.6584052377336734)
('machine learning data science', 0.6509345443007035)
('business management', 0.6486294216395367)
('computer science machine learning', 0.641447696102251)
('epidemiology', 0.6381760356330627)
('network security', 0.6347621706109673)
('economics mathematics', 0.6330221039927233)
('machine learning artificial intelligence', 0.6265084479307633)
('applied statistics', 0.6239920169327082)
('computer science economics', 0.6188031874176342)
('computer science computer engineering', 0.6016571901255592)
('physics computer science', 0.600050106200087)
('political science', 0.594382872302499)
('distributed systems', 0.5943435381149981)
('development practice', 0.5922213655357229)
('philosophy', 0.5920160573285759)
('business administration', 0.5822191396665668)
('computer science applied math', 0.5806574856066669)
('financial engineering', 0.576484692840346)
('probability statistics', 0.5709657847113601)
('economics statistics', 0.5630009840313763)
('medical informatics', 0.5628730913836208)
('machine learning big data', 0.5488223432300803)
('economics computer science', 0.5368737854582178)
('computational biolog', 0.5342326373462437)
('computer science data science', 0.5295773965026945)
('psychology', 0.5238576942007468)
('graph theory', 0.5100987480304298)
('ee cs', 0.4995551996667945)
('management information systems', 0.48979846508026303)
('supply chain management', 0.4816660173624809)
('engineering physics', 0.4594294248703932)
('economics finance', 0.4521225572558782)
('finance economics', 0.45089890337239563)
('sustainability', 0.4406202522553432)
('mechanical engineering', 0.4333653829614875)
('entrepreneurship', 0.42839882403492163)
('ee', 0.42424816175335783)
('data mining predictive analytics', 0.41154220119002394)
('management marketing', 0.4026207104171532)
('cognitive science', 0.40171535294222244)
('it strategy', 0.3928295484965198)
('applied mathematics computer science', 0.39156306943393066)
('microbiology', 0.3914735899417744)
('business leadership', 0.3872667254042506)
('biotechnology', 0.3863182651361702)
('management science', 0.3838024025853716)
('computer security', 0.38015367340445044)
('computer science operations research', 0.37592297631149457)
('marketing finance', 0.37430262576235446)
('data analytics business', 0.37155375713158223)
('artificial intelligence machine learning', 0.3657185458486345)
('computer science software engineering', 0.3657140456517658)
('information system management', 0.3572574431666072)
('physics mathematics', 0.3527837115453493)
('information science', 0.3456265959038128)
('biomedical engineering', 0.3442718280046404)
('survey methodology', 0.34201218760755375)
('computational neuroscience', 0.3393232612171579)
('cognitive neuroscience', 0.33920404839395196)
('computational mathematics', 0.3378703747950369)
('finance accounting', 0.32302482017180334)
('robotics', 0.3219917197363061)
('computer science operation research', 0.319087230817782)
('applied physics', 0.3190171000821077)
('sociology', 0.3168804908534934)
('computational social science', 0.31068886907857035)
('statistics actuarial science', 0.30579235420065654)
('coursera', 0.29678655658369013)
('quantitative marketing', 0.29249751450070083)
('digital media', 0.286968683464334)
('health informatics', 0.282815144052517)
('molecular biology', 0.27209020689380825)
('analytics predictive modeling', 0.2685706239795122)
('applied mathematics statistics', 0.25921774855748175)
('journalism', 0.2515736146374999)
('transportation engineering', 0.24928345993094816)
('behavioral economics', 0.24453122486274703)
('accounting finance', 0.23679817747397966)
('marketing management', 0.23392531896887842)
('applied math computer science', 0.2333777129156285)
('environmental science', 0.23303343591843484)
('software systems', 0.22146951993671807)
('quantitative economics', 0.21806805888985348)
('electrical engineering computer science', 0.20910751256047333)
('linguistics', 0.20582974943668397)
('business economics', 0.1982526695382713)
('master science', 0.19618843660005608)
('computational science', 0.1947477115480315)
('decision sciences', 0.1942901878578825)
('computer sciences', 0.19144106195417332)
('statistics analytics', 0.18914984698227968)
('biochemistry', 0.1859431824533105)
('statistical genetics', 0.18230820366655798)
('computer information systems', 0.18183798813630828)
('industrial engineering operations research', 0.17822263140147102)
('computer science data mining', 0.17709593193229353)
('statistics probability', 0.17659123548154826)
('astrophysics', 0.17331209062507844)
('analytics analytics', 0.1689085401135925)
('imaging science', 0.16736524246031734)
('biophysics', 0.16521851918876568)
('data management analysis', 0.16469996952922009)
('data science operations research', 0.16443679794320337)
('finance statistics', 0.1643341031183565)
('technology management', 0.16102910935731693)
('operations research industrial engineering', 0.1609195165690786)
('health sciences', 0.15323765725460634)
('neuroscience computer science', 0.15202265602837253)
('data mining predictive analysis', 0.148215955853686)
('operations management', 0.1480769996901105)
('mathematics economics statistics', 0.14734816716293772)
('spatial analytics', 0.1426176013343209)
('mathematics finance', 0.14144321205996868)
('computational finance', 0.139830901761857)
('medical imaging', 0.13869403270553052)
('applied mathematics economics', 0.13831633940753352)
('computational chemistry', 0.13729363883062679)
('management science engineering', 0.13665998913387334)
('environmental engineering', 0.1358061532897132)
('economic development', 0.1351668094607472)
('berkeley', 0.13372819318560178)
('data mining / machine learning', 0.13296126130499314)
('computational physics', 0.1321101995705923)
('business communications', 0.1279071680392001)
('informatics data science computer science', 0.123339581028933)
('urban planning', 0.12127232686635003)
('industrial engineering statistics', 0.1197802444180991)
('operations research financial engineering', 0.1186680969922774)
('computer engineering computer science', 0.11845005916247967)
('physics economics', 0.11840512022906637)
('statistical science', 0.1180962512524629)
('health services research', 0.11686193453294674)
('anthropology', 0.11561883295965827)
('strategy marketing', 0.11423322893120944)
('banking finance', 0.11364105834503412)
('information systems technology', 0.10920009061322268)
('bio-statistics', 0.10773609088439776)
('economics computation', 0.10712794536666506)
('astronomy', 0.10596400542116972)
('survey sampling', 0.10480403269925623)
('biostatistics epidemiology', 0.10094436864999914)
('computer science/artificial intelligence', 0.0978571452640116)
('mathematical engineering', 0.09781208338807851)
('applied economics', 0.0958303962590122)
('electrical computer engineering', 0.09548283394141728)
('computer science machine learning artificial intelligence', 0.09444496928933385)
('operations strategy', 0.09413681040853011)
('hydrology', 0.09360544079486266)
('health economics outcomes research', 0.0917926392169377)
('space physics', 0.09172182002460105)
('statistics communications', 0.09140238407362739)
('school computer science', 0.08998706911764343)
('statistical practice', 0.08673517587795965)
('finance marketing', 0.08293382473468815)
('economics management', 0.08055046529091386)
('finance mathematics', 0.07736089555562571)
('analytics data sciences', 0.07602220966344644)
('mathematical statistics', 0.07429390575237733)
('strategic intelligence', 0.07422248037194955)
('computer science computational biology', 0.0741385462644763)
('materials science', 0.07377170938983246)
('statistics biology', 0.07365000244281922)
('statistics data mining', 0.07206468309259972)
('business intelligence data analytics', 0.07125306105141625)
('experimental psychology', 0.0695756708249056)
('agricultural engineering', 0.0679030766448566)
('economic research', 0.06729399527306129)
('mathematics statistics economics', 0.06722888777862734)
(u'math course', 0.066784168630111)
('telecommunication networking', 0.06395967796009269)
('high technology', 0.06392803364363661)
('intelligent systems', 0.06237253667360397)
('computer science systems', 0.061971841081112325)
('physical chemistry', 0.06171991940249479)
('international business', 0.061506080011124814)
('organizational psychology', 0.06139653576107673)
('mathematical finance', 0.06086057481373096)
('applied science technology', 0.057976891365716474)
('geosciences', 0.057605019617020636)
('financial mathematics', 0.05728037881610844)
('environmental health sciences', 0.05719340849039442)
('aerospace engineering', 0.05629170354993408)
('machine learning applied statistics', 0.05616475006430819)
('operations supply chain', 0.053433817028815556)
('computer science artificial intelligence', 0.05308585362234641)
('bioinformatics computational biology', 0.05268879317611795)
('chemistry biochemistry', 0.05234678604273353)
('electrical engineering physics', 0.05221033319930049)
('public policy analysis', 0.051701326218138)
('computational biology bioinformatics', 0.04947505610109734)
('economics public policy', 0.04822925143419551)
('bioengineering', 0.048022865740339246)
('marketing intelligence', 0.04626947911272623)
('analytics / data science', 0.044214213959023)
('industrial/organizational psychology', 0.04410678112394824)
('library science', 0.040865611711731)
('epidemiology biostatistics', 0.03984718713603656)
('industrial engineering management science', 0.03863657834563657)
('applied econometrics', 0.03860030747757927)
('data science business analytics', 0.038269118916366855)
('information technology management', 0.03580812549658138)
('quantitative methods', 0.03451960976065242)
('food science', 0.03373034617476209)
('communications business', 0.033464752897795456)
('criminology', 0.03212716155941909)
('mathematical sciences', 0.03195506479714303)
('human resource management', 0.03180000105474068)
('machine learning business analytics', 0.03150264334495942)
('behavioral psychology', 0.0313538954052355)
('integrated marketing communication', 0.03090926267650926)
('pharmaceutical science', 0.03003550260084822)
('information data science', 0.029929743788873402)
('earth sciences', 0.029724639977065738)
('computational genetics', 0.028813719444203547)
('general management', 0.02861482891690191)
('data informatics', 0.02777793214392172)
('finance/economics', 0.027698759438748548)
('genetics genomics', 0.02695835139781612)
('civil engineering', 0.026234713691481625)
('material science engineering', 0.025449243221676788)
('business analytics predictive analytics', 0.02500013892952955)
('ece', 0.02435543620641847)
('statistics information tech', 0.023809656123361476)
('energy economics', 0.02380152517969158)
('human resources management', 0.022894135656712136)
('operation research industrial engineering', 0.021502456841579285)
('computational engineering', 0.021197125276907845)
('informatics data mining', 0.020142292028530916)
('digital communication', 0.019767551711721038)
('computational science engineering', 0.018123768093902017)
('economics political science', 0.017970501556110036)
('biological sciences', 0.017634952771867315)
('marketing analysis', 0.015315400425297382)
('information engineering', 0.014764852891213518)
('finance data analytics', 0.014505200061501786)
('computer application', 0.014406859722101773)
('systems/industrial engineering', 0.013665670797492036)
("brigham women's hospital", 0.013621870570576997)
('agronomy crop science', 0.011871574352011239)
('corporate innovation', 0.010365911263463472)
('mathematics biology', 0.00419755419063706)
('data mining', 16.349483116682684)
('data', 14.032267035471014)
('data science', 12.343802244725715)
('machine learning', 12.315246989510324)
('analytics', 11.871366429366034)
('big data', 11.502393154370298)
('computer science', 11.434176251741425)
('data analysis', 10.628914318885867)
('research', 10.570819564899766)
('data analytics', 10.067765534049839)
('marketing', 9.918988722259913)
('engineering', 8.72805506306187)
('science', 8.189158138417294)
('modeling', 7.752940212840301)
('strategy', 7.626396773728059)
('hadoop', 7.464255993516446)
('security', 7.444755762456601)
('advanced analytics', 7.368389145840298)
('healthcare', 7.3241872273998965)
('analysis', 7.246901823204691)
('management', 7.205086886738411)
('access', 7.201849662509815)
('python', 7.1458832322572166)
('programming', 7.1123235400302205)
('government', 7.070898498791416)
('intelligence', 6.798643474404486)
('organization', 6.56987908341196)
('visualization', 6.567713014771092)
('natural language processing', 6.540091246001714)
('innovation', 6.519127220365038)
('r', 6.511402413761777)
('communication', 6.461787071381972)
('sql', 6.436061175015806)
('java', 6.407345219100972)
('consulting', 6.377730380687953)
('project management', 6.376041452800459)
('education', 6.3347808437601225)
('spark', 6.122070705904978)
('predictive analytics', 6.109063568628998)
('processing', 6.0682451545090155)
('training', 6.00974376542775)
('architecture', 5.715202130860165)
('information technology', 5.700227130579719)
('operations research', 5.683402101866573)
('testing', 5.5196461635716645)
('optimization', 5.476495434804911)
('applied mathematics', 5.419264896587447)
('mathematics', 5.369692648811309)
('leadership', 5.358397961868371)
('integration', 5.214785196949333)
('software engineering', 5.140104651815355)
('agile', 4.981130168279948)
('search', 4.968776714124907)
('insurance', 4.761487532838968)
('data visualization', 4.625456065722974)
('hive', 4.625442918610193)
('r d', 4.598789879872617)
('statistical analysis', 4.5178695375650015)
('data collection', 4.445131702575061)
('quantitative analysis', 4.432098547418317)
('scripting', 4.299337281778813)
('scala', 4.288240839441659)
('business analytics', 4.201309082844676)
('collaboration', 4.170264394107821)
('tableau', 4.139925969515058)
('artificial intelligence', 4.0946066528648535)
('writing', 4.019110336802748)
('etl', 4.013607862451077)
('oracle', 4.010655624640868)
('problem solving', 3.9803375655363102)
('c', 3.9312589767476425)
('big data analytics', 3.9248207464079417)
('policy', 3.8941896123972892)
('advertising', 3.8833595448657947)
('nosql', 3.8829544638761857)
('documentation', 3.872120474926068)
('automation', 3.859566956054976)
('linux', 3.845602887158264)
('predictive modeling', 3.790493631438549)
('excel', 3.7899833544909254)
('credit', 3.7555446539652095)
('matlab', 3.7513687391031967)
('defense', 3.7123542072464972)
('aws', 3.711545998689997)
('nlp', 3.6720024683035084)
('regression', 3.632554278040663)
('electrical engineering', 3.622480462343861)
('statistical modeling', 3.5244808657827003)
('software development', 3.4900144832194635)
('classification', 3.4738726160566116)
('product development', 3.4322708379672604)
('retail', 3.4224111913967508)
('forecasting', 3.3820558818637996)
('economics', 3.360297665412872)
('finance', 3.3602419837606368)
('fraud', 3.34817183833358)
('clustering', 3.345717132874027)
('spss', 3.3367677123791304)
('javascript', 3.305053333748652)
('energy', 3.2946096506104463)
('banking', 3.2553529129383536)
('recruiting', 3.2248997572138878)
('pig', 3.217606961972135)
('validation', 3.2071799578227878)
('automotive', 3.196357355444924)
('data management', 3.17399018023603)
('unstructured data', 3.155029650764004)
('c++', 3.093050011164088)
('business intelligence', 3.0636456647491324)
('storage', 3.0197388448821902)
('teradata', 2.986868088675079)
('ic', 2.9564362679707417)
('marketing analytics', 2.9364320071434244)
('manufacturing', 2.924764000712238)
('hbase', 2.9206630930660387)
('information retrieval', 2.9160547132308925)
('dashboard', 2.9019685796069945)
('segmentation', 2.8936511590938143)
('mapreduce', 2.829003207573158)
('deep learning', 2.7479349615452753)
('open source', 2.745660878063615)
('data modeling', 2.7323518382247993)
('business process', 2.6985647697951496)
('data scientist', 2.6489548619163084)
('go', 2.5941721064112677)
('saas', 2.5323195124463935)
('simulation', 2.5306539017402216)
('theory', 2.526878065490563)
('cancer', 2.5245510467433467)
('pricing', 2.520185409349303)
('perl', 2.4453936750020833)
('security clearance', 2.4378008358934036)
('distributed computing', 2.421628986590683)
('apis', 2.4119546221452732)
('communication skills', 2.397034247189702)
('laboratory', 2.353825949938551)
('hardware', 2.348209514188322)
('data processing', 2.288729038124434)
('governance', 2.2834494164806207)
('apache', 2.263731411278108)
('mentoring', 2.23850638269218)
('teamwork', 2.233410202649189)
('user experience', 2.2293147970319898)
('data quality', 2.2157814823047977)
('splunk', 2.1683210123481755)
('scientific computing', 2.138854823715217)
('powerpoint', 2.138568656268852)
('b2b', 2.1332041499315566)
('word', 2.130371489038962)
('sap', 2.105927007234982)
('ruby', 2.100536657232438)
('data wrangling', 2.0767232667218267)
('product management', 2.0746274703157472)
('customer experience', 2.073188296912661)
('teaching', 2.058362028343476)
('personalization', 2.036473357410824)
('mysql', 2.03136915458784)
('business analysis', 2.0103552647975054)
('scrum', 2.005647206473039)
('marketing research', 1.9938217318404101)
('risk management', 1.978228440038379)
('cluster', 1.954534620495037)
('bioinformatics', 1.9475440582142)
('experimentation', 1.9320027070612986)
('spotfire', 1.925301583119441)
('public policy', 1.921853902168801)
('troubleshooting', 1.919466774067491)
('cassandra', 1.9183764711286144)
('web development', 1.889432837680328)
('mongodb', 1.8810628391196644)
('hdfs', 1.8809117046654829)
(u'panda', 1.8429859816020353)
('git', 1.8393998324249843)
('sql server', 1.8147883707037564)
('r programming', 1.8135633369663755)
('devops', 1.803718741458976)
('unix', 1.8034150708152061)
('econometrics', 1.793723023675415)
('dod', 1.786994046024068)
('data warehousing', 1.754527772996229)
('rest', 1.7505292748319792)
('data architecture', 1.7382937286554208)
('wireless', 1.7246084669633293)
('scikit-learn', 1.7109104560504595)
('facebook', 1.7029300248711805)
('continuous improvement', 1.6959753362989958)
('tensorflow', 1.6928000112072528)
('application development', 1.685702133617838)
('crm', 1.6772288146695107)
('statistical software', 1.6495007345413997)
('experimental design', 1.636797028320353)
('networking', 1.633672503357333)
('english', 1.6313446892495758)
('probability', 1.6302659803350006)
('data engineering', 1.626504789605625)
('military', 1.6157235865735013)
('html', 1.6154045202261313)
('informatics', 1.6009265103353265)
('command', 1.5996029940158711)
('high performance computing', 1.5896031119707905)
('coaching', 1.5739699590927383)
('spring', 1.5738571660138425)
('cloud computing', 1.572300683240056)
('national security', 1.5656363438322416)
('d3.js', 1.5399481655300438)
('marketing strategy', 1.5343513278156098)
('e-commerce', 1.5343119465113)
('gas', 1.5233063319458262)
('industrial engineering', 1.5017778120278984)
('business strategy', 1.4797229919631207)
('logistic regression', 1.4739030259463812)
('thought leadership', 1.4689408119642464)
('cloudera', 1.4665771313203497)
('root', 1.4644643663072001)
('microsoft office', 1.4475890128417344)
('apache spark', 1.4359325073846179)
('algorithm development', 1.4297105043687908)
('numpy', 1.427709280682682)
('d3', 1.4236498326045324)
('process improvement', 1.4204861178666457)
('critical thinking', 1.4019612024197843)
('text mining', 1.3978675018690128)
('data integration', 1.3931027954468365)
('customer service', 1.3924156963608079)
('team building', 1.3840593744183278)
('information management', 1.3653044798062537)
('life sciences', 1.3535007212338592)
('genomics', 1.345920834717249)
('pattern recognition', 1.3384334832274054)
('research design', 1.333388155471066)
('supply chain', 1.33189904268165)
('exploratory data analysis', 1.330926482279259)
('financial services', 1.3281628927102418)
('random forest', 1.3134823965359332)
('json', 1.3129299149457963)
('digital marketing', 1.3112843743718627)
('genetics', 1.2898749872212616)
('debugging', 1.2748456696147061)
('biostatistics', 1.268043801794776)
('anomaly detection', 1.2669285916404607)
('web services', 1.263727932444182)
('computer vision', 1.2563401740986866)
('stata', 1.2520880197323525)
('docker', 1.244308176523733)
('business development', 1.2379414189339903)
('solver', 1.2304386041912978)
('statistical computing', 1.2270103642334762)
('rdbms', 1.226224374588944)
('github', 1.2162360086465354)
('systems engineering', 1.2152875399410084)
('xml', 1.2132355286193157)
('transportation', 1.209196572015208)
('solr', 1.2052618650094227)
('accounting', 1.2025471004846806)
('neural networks', 1.1983063867744093)
('sentiment analysis', 1.1975966332867587)
('qlikview', 1.1885353151736444)
('quality assurance', 1.1767259108591825)
('php', 1.1582474620173173)
('theano', 1.1512211840891204)
('reinforcement learning', 1.1451381954068367)
('decision support', 1.140763725890196)
('elasticsearch', 1.1368842140557902)
('ec2', 1.1354145152938269)
('b testing', 1.1267157544405455)
('data governance', 1.1195687992420564)
('credit risk', 1.1136737913545427)
('sequencing', 1.1090637813382245)
('trading', 1.1031793592428376)
('weka', 1.1031034631736782)
('statistical programming', 1.1020302661891064)
('h2o', 1.1004390338152858)
('actuarial science', 1.0817615366300368)
('biomedical informatics', 1.0766676684790795)
('biology', 1.071607543516978)
('jenkins', 1.0694392874614593)
('scalability', 1.064272773579512)
('quantitative finance', 1.0633833987819825)
('product design', 1.062157710920487)
('data acquisition', 1.0545527906678387)
('design thinking', 1.0496977118717923)
('google analytics', 1.03875588645298)
('market research', 1.0318189911338762)
('postgresql', 1.0283155685769483)
('mahout', 1.0191124230787982)
('collaborative filtering', 1.0179034638989461)
('amazon web services', 1.0169904007794164)
('user interface', 1.0121128985644827)
('statistical inference', 1.010882888823534)
('logistics', 1.0021512705339257)
('fraud detection', 0.9975064370684351)
('linear algebra', 0.9947102861155478)
('chemistry', 0.9905995653675541)
('django', 0.9871168286760889)
('knowledge management', 0.9843960203345196)
('negotiation', 0.9833292571324976)
('svm', 0.9816390498570239)
('cluster analysis', 0.978937191463297)
('scipy', 0.9786551675766869)
('computational linguistics', 0.9745281704779427)
('time management', 0.9742057278056512)
('data center', 0.9718495161637075)
('computational biology', 0.9711021419476656)
('signal processing', 0.9704341702847121)
('shell scripting', 0.9684089864939079)
('system design', 0.9579366721748765)
('algorithm design', 0.956235892177666)
('extract transform load etl', 0.9528782040740277)
('sqoop', 0.9452409262421133)
('regression analysis', 0.9401420747789732)
('public health', 0.9359573279313693)
('aerospace', 0.9341619799326842)
('electronics', 0.9322484395373664)
('product launch', 0.9315688530969306)
('database design', 0.9171621468842873)
('customer satisfaction', 0.9097511791888039)
('text analytics', 0.9091074865590195)
('hypothesis testing', 0.9064367180102878)
('publishing', 0.9043892858376998)
('engineering management', 0.9015722973158283)
('technical leadership', 0.8937876154882651)
('mvc', 0.8838677178426512)
('asset management', 0.8792622897351798)
('editorial', 0.8751936835530808)
('programming languages', 0.8748156109957897)
('music', 0.8720709416549477)
('oozie', 0.8695160974763836)
('sdlc', 0.8682086233314223)
('emr', 0.8620727932995008)
('software design', 0.8575183842852265)
('mllib', 0.8545463974761864)
('bash', 0.8535298583008145)
('seo', 0.8520812269257336)
('ansible', 0.8509663446764864)
('procurement', 0.8430348918532904)
('product strategy', 0.8411541532616438)
('presentation skills', 0.8396458341806321)
('military experience', 0.8353921581912893)
('angularjs', 0.834436209637507)
('impala', 0.8331283959040858)
('database management', 0.8318403616247995)
('monetization', 0.8281768294699045)
('linear regression', 0.8255757883786653)
('mathematical modeling', 0.8217974150416988)
('healthcare industry', 0.8175936884645696)
('sharepoint', 0.8032922245261213)
('quality control', 0.8000666693834656)
('intelligence analysis', 0.79907933630869)
('customer support', 0.7924544278113406)
('program management', 0.7881196985783896)
('.net', 0.785092730492397)
('jira', 0.7823972903567483)
('business objects', 0.7782073871336547)
('corporate finance', 0.775676687283769)
('multivariate analysis', 0.7677722111503661)
('system administration', 0.7658383823468032)
('microsoft excel', 0.7646995540080043)
('valuation', 0.7544197486415072)
('vba', 0.7503957029271419)
('html5', 0.7502157264584164)
('matplotlib', 0.7482355303509984)
('microstrategy', 0.7465076130547095)
('amazon ec2', 0.7452648424326139)
('calculus', 0.741068748356696)
('quantitative research', 0.7403036743064146)
('medicine', 0.7292965040040887)
('julia', 0.7269371428701926)
('alteryx', 0.7266476437825887)
('geography', 0.7243701509460339)
('jquery', 0.7229913943923088)
('product marketing', 0.7147937314890076)
('maven', 0.7118351129341881)
('neuroscience', 0.7115655469653044)
('factor analysis', 0.7089016845354851)
('mathematical analysis', 0.7077839605522368)
('unit testing', 0.7076550721700365)
('arcgis', 0.7018393741411496)
('system architecture', 0.6934659077214659)
('gpu', 0.6904249447895853)
('time series analysis', 0.6899439798792645)
('digital analytics', 0.6898094923706494)
('human resources', 0.6870794978589373)
('dna', 0.6865365445899577)
('model validation', 0.6831507199340436)
('customer insight', 0.6805728927384425)
('android', 0.6791555662346161)
('strategic thinking', 0.678397935315239)
('customer relations', 0.6771585252417786)
('microsoft azure', 0.6751060018000155)
('informatica', 0.6746525929379266)
('rapid prototyping', 0.6743215912453316)
('direct marketing', 0.6738397173526414)
('flume', 0.6735684853977676)
('jmp', 0.6734799897742574)
('information security', 0.6730634489138156)
('image processing', 0.6717817042689467)
('change management', 0.6646041482828121)
('web analytics', 0.6644913857565701)
('chemical engineering', 0.6615360415917914)
('performance tuning', 0.6563873413995515)
('statistical data analysis', 0.6551096894267205)
('medicare', 0.6540452073168104)
('ssrs', 0.6519337918882055)
('oracle sql', 0.646111416954849)
('minitab', 0.6449633502441509)
('internet things', 0.6448681296923158)
('leadership development', 0.6444031742071997)
('business requirements', 0.6410705273317607)
('disaster recovery', 0.6401409484481152)
('epidemiology', 0.6381760356330627)
('cognos', 0.6368555259392799)
('power bi', 0.6349871364748287)
('network security', 0.6347621706109673)
('construction', 0.6290012209164353)
('performance management', 0.6278923215242216)
('interaction design', 0.6276677319264324)
('instrumentation', 0.6258221827498753)
('online advertising', 0.6247842361938342)
('soa', 0.6246994492189165)
('data cleaning', 0.6238292498955227)
('unsupervised learning', 0.6236826404793677)
('translation', 0.6234558587913592)
('six sigma', 0.6216217768488651)
('ggplot', 0.6165833741366947)
('technical documentation', 0.6164715579744765)
(u'bayesian method', 0.607122584201396)
('greenplum', 0.6010645402559878)
('ssis', 0.6002774446363903)
('redis', 0.5997369887767094)
('node.js', 0.5980160625493758)
('creative problem solving', 0.5976961953646321)
('sem', 0.5957142380765886)
('political science', 0.594382872302499)
('distributed systems', 0.5943435381149981)
('data security', 0.594166683174943)
('philosophy', 0.5920160573285759)
('t-sql', 0.5860164541560704)
('outlook', 0.5805820671093294)
('neo4j', 0.5802917547304751)
('management consulting', 0.5796334219040111)
('financial engineering', 0.576484692840346)
('risk analytics', 0.5741139219421847)
('investment banking', 0.5720814430651471)
('itil', 0.5710024990226602)
('octave', 0.5687270033012122)
('microsoft word', 0.5621511971643521)
('decision trees', 0.5597041151797956)
('clojure', 0.558967982265482)
('shiny', 0.5589137197048437)
('account management', 0.555244380325549)
('ip', 0.5534401921420451)
('user experience design', 0.5532958842671131)
('aviation', 0.5528485276231087)
('budgeting', 0.5527198119575287)
('multivariate testing', 0.5499614145727268)
('health insurance', 0.5439060221812814)
('operating systems', 0.5428065811270044)
('data-driven decision making', 0.5394827825541483)
('financial risk', 0.5378430988513264)
('lte', 0.5372117755891376)
('visual analytics', 0.5366646294548205)
(u'bayesian statistic', 0.5333915683232435)
('enterprise software', 0.531410724828864)
('arm', 0.5307123608888688)
('social media', 0.5288730752703598)
('photoshop', 0.5275147547479487)
('psychology', 0.5238576942007468)
('relational databases', 0.5233488561563485)
('research development r d', 0.5182213530315225)
('healthcare analytics', 0.5172800751583151)
('intellectual property', 0.5166190567339806)
('soap', 0.5162060978774108)
('real estate', 0.5115733385269179)
('graph theory', 0.5100987480304298)
('customer analytics', 0.5099886486324949)
('portfolio management', 0.5078301713165886)
('reporting analysis', 0.5071879381763961)
('project planning', 0.504343233210404)
('investment management', 0.5023507032046239)
('spatial analysis', 0.5014673207830395)
('analytical skills', 0.5008341412646953)
('user research', 0.49849365663897066)
('pentaho', 0.49776744280556934)
('online marketing', 0.496040323213226)
('tomcat', 0.49540664827054776)
('characterization', 0.49302551781930093)
('sas enterprise miner', 0.4923633680888415)
('virtualization', 0.49212911460435366)
('random forests', 0.4884708748827619)
('oncology', 0.48801043394431376)
('performance improvement', 0.4866959652039662)
('survival analysis', 0.48578536127031213)
('illustrator', 0.4854641623829698)
('vmware', 0.48473447491179733)
('army', 0.4831559616420864)
('supply chain management', 0.4816660173624809)
('linear programming', 0.47978902237624593)
('qualitative research', 0.4795410420016179)
('process automation', 0.4776351239389369)
('visio', 0.4774876055656155)
('nltk', 0.47445397023926306)
('master data management', 0.47182386811116545)
('team leadership', 0.47016934515005715)
('high availability', 0.469848612176833)
('customer retention', 0.466798399923207)
('product innovation', 0.46466192841452114)
('performance measurement', 0.4645924581594931)
('performance metrics', 0.4642267693162146)
('strategic planning', 0.4630244794907783)
('politics', 0.4604410278682932)
('risk assessment', 0.4596347422467819)
('it management', 0.4583961003020741)
('survey research', 0.45703691531251683)
('sql development', 0.45595080062734494)
('netezza', 0.45435865952784166)
('vertica', 0.44703567416928086)
('technical analysis', 0.44667858738214405)
('dimensionality reduction', 0.4440297500311555)
('erp', 0.44401087789109234)
('demand forecasting', 0.4419182409573237)
('sustainability', 0.4406202522553432)
('scheme', 0.4377521856248955)
('mechanical engineering', 0.4333653829614875)
('open source software', 0.4330942997008895)
('application architecture', 0.43245021354166846)
('pmp', 0.43080471757331656)
('scalding', 0.4305964402775705)
('asp.net', 0.43034289742300774)
('entrepreneurship', 0.42839882403492163)
('water', 0.4278829447109035)
('visual basic', 0.42537515387412383)
('editing', 0.421435553259725)
('database administration', 0.42126247179680504)
('social networking', 0.4202385523118189)
('solution architecture', 0.4195278194507594)
('opencv', 0.41914917526741435)
('statistical learning', 0.4176328051326192)
('ubuntu', 0.4153905766764577)
('visual c', 0.4146543607505305)
('due diligence', 0.4145571830456664)
('pca', 0.4144554078699625)
('feature extraction', 0.4133355407917595)
('cell', 0.41299528056832036)
('organizational leadership', 0.4110778108939423)
('executive management', 0.4105268039102349)
('information visualization', 0.4104397824136663)
('causal inference', 0.40982739488806336)
('bloomberg', 0.40981937315885764)
('db2', 0.40592657936090765)
('scientific programming', 0.4044003034788609)
('amazon web services aws', 0.40439678011359104)
('medicaid', 0.40275114168947124)
('geospatial data', 0.40270115341294693)
('ruby rails', 0.4018209438923769)
('cognitive science', 0.40171535294222244)
('social network analysis', 0.40016058850444236)
('optimization algorithms', 0.3999345176594201)
('algebra', 0.39598064684962025)
('quantitative analytics', 0.39290308667597973)
('it strategy', 0.3928295484965198)
('microbiology', 0.3914735899417744)
('trend analysis', 0.3902063922754508)
('teradata sql', 0.3897631607122367)
('recommender systems', 0.38875446950244863)
('information architecture', 0.38814020887283557)
('hedis', 0.38712476494602666)
('r studio', 0.38704370941079896)
('graphic design', 0.386530980021525)
('biotechnology', 0.3863182651361702)
('design patterns', 0.38530952584969097)
('remote sensing', 0.38349188097393916)
('esri', 0.38184162447622794)
('parallel programming', 0.3818259144006062)
('customer acquisition', 0.38177171390547177)
('soc', 0.3802075503884218)
('computer security', 0.38015367340445044)
('mac os', 0.37960451029168074)
('clinical research', 0.37842722352327907)
('capital markets', 0.3773928133075191)
('knime', 0.37708949986134094)
('bayesian inference', 0.37586535474009075)
('root cause analysis', 0.3710819385437555)
('content management', 0.3708661271130442)
('junit', 0.3691501075792776)
('talent management', 0.3667145594143725)
('mixed model', 0.36649489605221663)
('web applications', 0.36649122727826594)
('linux system administration', 0.3660605090752662)
('test automation', 0.36474723336985887)
('glm', 0.36427216526999395)
('data munging', 0.36317788482972274)
('network science', 0.361912227669665)
('os x', 0.35711780867434284)
('inventory management', 0.3568563939966546)
('anova', 0.35214941060087396)
('technical writing', 0.3513645108834962)
('cart', 0.34954129468486295)
('lucene', 0.34865146933213925)
('survey design', 0.34737533509384555)
('pyspark', 0.34611884519640446)
('attribution modeling', 0.34585169758469947)
('marketing automation', 0.34544066751588215)
('bootstrapping', 0.34541692251772116)
('higher education', 0.3450090770615427)
('j2ee', 0.3445872150152935)
('biomedical engineering', 0.3442718280046404)
('market risk', 0.3436141405943091)
('survey methodology', 0.34201218760755375)
('game theory', 0.340448647765239)
('ms project', 0.33997312302604665)
('computational neuroscience', 0.3393232612171579)
('cognitive neuroscience', 0.33920404839395196)
('computational mathematics', 0.3378703747950369)
('active directory', 0.3358975085989396)
('database development', 0.33559836089446565)
('object oriented design', 0.33507766558868296)
('quality improvement', 0.3350769042827757)
('hibernate', 0.3330722243920848)
('flask', 0.3329684790673482)
('direct mail', 0.3329421220645616)
('hipaa', 0.3328628170051571)
('lead generation', 0.33273938561588473)
('functional programming', 0.33257402382231893)
('microsoft sql server', 0.32998766488225734)
('geospatial intelligence', 0.32864515417446105)
('speech recognition', 0.32737341798234304)
('omniture', 0.3270807876620437)
('cancer research', 0.32345831886801435)
('robotics', 0.3219917197363061)
('clinical development', 0.3211812596807208)
('probability theory', 0.32023656400743655)
('api development', 0.31915949875649796)
('sociology', 0.3168804908534934)
('microscopy', 0.3158834994540046)
('email marketing', 0.31520134242178854)
('operational planning', 0.3142962941403795)