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hours_coding
float64 | coffee_intake_mg
int64 | distractions
int64 | sleep_hours
float64 | commits
int64 | bugs_reported
int64 | ai_usage_hours
float64 | cognitive_load
float64 | task_success
int64 |
|---|---|---|---|---|---|---|---|---|
4.683353
| 486
| 2
| 5.214761
| 5
| 0
| 0.383221
| 5.241898
| 1
|
4.39237
| 492
| 5
| 5.073555
| 0
| 0
| 0.206675
| 6.943394
| 1
|
1.713522
| 164
| 6
| 4.57975
| 0
| 0
| 0.329435
| 6.680754
| 0
|
5.380926
| 547
| 5
| 5.154065
| 1
| 0
| 1.048508
| 5.837015
| 1
|
5.532348
| 600
| 2
| 6.755746
| 2
| 0
| 0.377291
| 5.009489
| 1
|
6.565973
| 614
| 4
| 3.818645
| 4
| 0
| 0.778031
| 7.226894
| 0
|
0.002031
| 150
| 5
| 6.33923
| 0
| 1
| 0.018676
| 5.735995
| 0
|
7.53629
| 578
| 2
| 4.997821
| 4
| 0
| 0.656033
| 6.335011
| 1
|
7.120041
| 586
| 2
| 5.443942
| 6
| 2
| 0.550313
| 5.005335
| 1
|
2.776878
| 300
| 2
| 6.75219
| 2
| 1
| 0.058281
| 5.396841
| 0
|
5.775153
| 532
| 4
| 6.229026
| 4
| 0
| 0.713853
| 5.054607
| 1
|
4.269233
| 413
| 3
| 5.781663
| 5
| 2
| 1.229186
| 5.713877
| 1
|
4.114845
| 369
| 0
| 3.395132
| 8
| 2
| 0.060902
| 7.164308
| 0
|
3.082074
| 267
| 1
| 6.120535
| 6
| 0
| 0.184689
| 4.713517
| 0
|
3.381492
| 384
| 4
| 6.018236
| 3
| 0
| 0.65763
| 6.725753
| 0
|
4.76178
| 516
| 3
| 7.447843
| 3
| 3
| 1.029575
| 6.678432
| 1
|
-0.145438
| 102
| 5
| 6.193338
| 0
| 1
| -0.00807
| 5.636726
| 0
|
6.111307
| 581
| 4
| 6.106109
| 6
| 0
| 0.354332
| 5.879886
| 1
|
5.012319
| 560
| 3
| 8.848332
| 3
| 0
| 0.170142
| 4.850529
| 1
|
6.115125
| 619
| 3
| 7.842431
| 6
| 0
| 1.26462
| 4.535269
| 1
|
3.366938
| 292
| 4
| 7.799831
| 6
| 1
| 1.229098
| 6.141933
| 0
|
4.639155
| 539
| 3
| 6.454317
| 3
| 1
| 0.780149
| 4.551425
| 1
|
3.429356
| 397
| 4
| 7.325836
| 1
| 0
| 1.259535
| 5.013681
| 0
|
1.27455
| 33
| 4
| 6.239509
| 1
| 1
| 0.081231
| 5.888459
| 0
|
3.835151
| 485
| 5
| 6.425383
| 2
| 0
| 0.806263
| 5.315162
| 1
|
4.933511
| 573
| 3
| 4.899625
| 1
| 1
| 0.988913
| 6.08685
| 1
|
3.202585
| 364
| 3
| 5.098303
| 3
| 3
| 1.175963
| 6.667455
| 0
|
6.430012
| 595
| 3
| 5.688975
| 9
| 0
| 0.90318
| 6.022302
| 1
|
5.673741
| 540
| 5
| 6.948697
| 5
| 0
| 1.633617
| 4.867189
| 1
|
4.210495
| 483
| 5
| 8.060923
| 0
| 0
| 1.349137
| 5.316058
| 1
|
7.015772
| 606
| 2
| 6.129084
| 5
| 0
| 2.35005
| 4.947786
| 1
|
6.39041
| 597
| 3
| 7.472027
| 6
| 0
| 1.81539
| 4.046085
| 1
|
7.071542
| 587
| 2
| 4.854177
| 6
| 2
| 3.919748
| 4.808818
| 1
|
5.486856
| 465
| 3
| 5.296269
| 3
| 1
| 2.383954
| 6.485906
| 1
|
5.368152
| 522
| 5
| 7.127123
| 5
| 0
| 1.758768
| 4.501836
| 1
|
4.397424
| 372
| 3
| 8.674699
| 5
| 0
| 1.839986
| 4.616167
| 1
|
3.825832
| 366
| 4
| 6.585106
| 7
| 0
| 1.476585
| 7.433956
| 0
|
4.774807
| 478
| 3
| 8.263212
| 4
| 0
| 2.551403
| 5.878202
| 1
|
5.022065
| 535
| 3
| 6.839252
| 7
| 1
| 1.8501
| 5.698507
| 1
|
4.054029
| 423
| 3
| 6.487137
| 6
| 2
| 2.170256
| 6.541232
| 0
|
3.256156
| 368
| 1
| 3.038204
| 1
| 2
| 1.645923
| 7.134299
| 0
|
4.197788
| 389
| 2
| 6.136628
| 5
| 0
| 1.827539
| 4.87673
| 0
|
5.763855
| 577
| 2
| 6.258058
| 4
| 0
| 2.072753
| 5.506152
| 1
|
7.961568
| 604
| 7
| 6.311969
| 9
| 5
| 1.31916
| 5.818412
| 0
|
4.94877
| 469
| 3
| 8.154103
| 4
| 0
| 2.478311
| 5.884114
| 1
|
5.25678
| 539
| 2
| 5.951076
| 7
| 0
| 2.838974
| 5.974824
| 1
|
6.579755
| 600
| 3
| 5.765294
| 6
| 2
| 2.955477
| 5.262645
| 1
|
5.719845
| 485
| 3
| 5.259849
| 3
| 1
| 2.606295
| 6.525564
| 1
|
5.936328
| 533
| 3
| 7.00678
| 3
| 1
| 2.789602
| 4.843065
| 1
|
5.58224
| 578
| 6
| 7.232182
| 8
| 0
| 3.265202
| 4.5808
| 1
|
7.519709
| 595
| 4
| 7.877577
| 11
| 0
| 1.516223
| 4.32635
| 1
|
3.379934
| 396
| 3
| 5.966877
| 2
| 3
| 2.158573
| 4.448294
| 0
|
11.95502
| 603
| 4
| 4.224098
| 10
| 3
| 4.070088
| 8.824602
| 0
|
6.800692
| 616
| 2
| 6.045897
| 5
| 0
| 2.545126
| 4.954886
| 1
|
6.019776
| 590
| 3
| 5.969508
| 4
| 1
| 1.720548
| 5.237905
| 1
|
5.498304
| 546
| 4
| 5.70207
| 0
| 1
| 1.794733
| 5.546235
| 1
|
3.627428
| 364
| 2
| 6.723356
| 5
| 5
| 1.621955
| 5.364604
| 0
|
4.443859
| 461
| 5
| 4.458637
| 6
| 3
| 2.579229
| 8.408668
| 0
|
4.035663
| 377
| 2
| 6.177919
| 5
| 0
| 1.702686
| 4.653408
| 0
|
6.160642
| 589
| 3
| 5.727736
| 4
| 1
| 1.836065
| 5.081101
| 1
|
5.981383
| 581
| 3
| 4.805411
| 8
| 4
| 1.650468
| 6.895307
| 0
|
5.747029
| 483
| 3
| 5.346276
| 3
| 1
| 2.238746
| 6.551283
| 1
|
4.051853
| 542
| 2
| 5.179325
| 6
| 1
| 2.433075
| 5.95557
| 1
|
3.816065
| 419
| 2
| 7.043371
| 3
| 0
| 1.798038
| 6.061065
| 1
|
4.509305
| 437
| 4
| 5.1944
| 4
| 0
| 1.99731
| 6.052611
| 1
|
7.591892
| 613
| 4
| 7.554668
| 11
| 0
| 1.636356
| 4.44313
| 1
|
6.228059
| 609
| 3
| 6.435795
| 3
| 3
| 1.632292
| 4.855908
| 1
|
6.322902
| 592
| 4
| 6.836703
| 1
| 0
| 2.464892
| 6.798061
| 1
|
5.738855
| 511
| 4
| 6.893971
| 6
| 2
| 3.066007
| 4.647521
| 1
|
7.191963
| 592
| 1
| 7.329778
| 6
| 1
| 2.523394
| 4.844526
| 1
|
5.849073
| 579
| 2
| 6.41126
| 4
| 0
| 2.052
| 5.468226
| 1
|
6.786971
| 620
| 3
| 5.637016
| 6
| 2
| 2.85027
| 5.320314
| 1
|
6.852314
| 593
| 5
| 3.004899
| 9
| 2
| 4.090771
| 8.122026
| 0
|
6.468886
| 601
| 2
| 4.69244
| 7
| 1
| 2.280617
| 6.832596
| 1
|
7.14183
| 590
| 2
| 5.936692
| 10
| 4
| 3.389481
| 5.509028
| 0
|
5.570063
| 548
| 3
| 4.032433
| 4
| 3
| 2.397839
| 7.702601
| 0
|
9.51274
| 597
| 4
| 4.785901
| 12
| 2
| 2.436437
| 7.745707
| 0
|
4.414583
| 490
| 6
| 7.404244
| 5
| 1
| 3.00335
| 6.773187
| 1
|
6.617876
| 586
| 3
| 6.298472
| 8
| 0
| 1.713952
| 5.634621
| 1
|
2.912651
| 369
| 1
| 3.150057
| 1
| 2
| 1.507306
| 7.095201
| 0
|
4.182867
| 457
| 4
| 5.006818
| 4
| 0
| 2.154257
| 6.168148
| 1
|
8.125576
| 595
| 7
| 6.337291
| 9
| 5
| 1.482275
| 5.880598
| 0
|
4.420703
| 359
| 6
| 6.166253
| 6
| 2
| 1.687985
| 6.762578
| 1
|
4.955939
| 471
| 2
| 6.631025
| 7
| 0
| 1.723543
| 4.392529
| 1
|
8.028585
| 597
| 3
| 4.607406
| 7
| 1
| 4.908061
| 7.163546
| 0
|
6.584734
| 614
| 4
| 3.3556
| 9
| 3
| 1.492245
| 9.128666
| 0
|
4.940477
| 452
| 2
| 6.536832
| 7
| 0
| 1.608935
| 4.457005
| 1
|
6.334182
| 610
| 1
| 5.113297
| 4
| 1
| 1.384277
| 5.209959
| 1
|
6.249172
| 600
| 4
| 6.609388
| 1
| 0
| 2.517988
| 6.498944
| 1
|
4.846377
| 528
| 3
| 5.290214
| 4
| 0
| 1.821981
| 6.989851
| 0
|
8.642102
| 595
| 3
| 6.255394
| 9
| 1
| 2.578061
| 6.101041
| 1
|
6.961463
| 596
| 2
| 6.17678
| 5
| 0
| 2.480543
| 4.911836
| 1
|
6.596824
| 602
| 1
| 5.847728
| 10
| 5
| 4.077848
| 4.845438
| 0
|
6.481598
| 606
| 5
| 3.879289
| 9
| 1
| 2.422351
| 8.578478
| 0
|
7.220615
| 603
| 2
| 6.022025
| 10
| 4
| 3.245943
| 5.363663
| 0
|
5.967243
| 584
| 2
| 6.066446
| 4
| 0
| 1.794135
| 5.440911
| 1
|
6.672876
| 550
| 1
| 5.55325
| 5
| 0
| 2.711936
| 4.32159
| 1
|
8.156392
| 597
| 2
| 6.319784
| 6
| 1
| 3.694766
| 4.588433
| 1
|
6.062452
| 590
| 3
| 6.446988
| 8
| 2
| 1.567683
| 4.755601
| 1
|
6.979022
| 601
| 2
| 5.908204
| 5
| 0
| 2.434457
| 4.970441
| 1
|
Subsets and Splits
Cognitive Load Correlation Analysis
Calculates correlation coefficients to reveal relationships between cognitive load and various predictor variables, providing insights into which factors most significantly impact cognitive load.