_results.yml

ea_brazil_pop_2017_n: 2.0766093e+08
ea_full_sample_n: 115166.0
ea_analysis_sample_n: 65824.0
pr_raw_data_nrow: 120265.0
pr_analysis_sample_per_nrow_2017_10_15: 80.1531356
ea_brazil_lat_lon:
  name:
  - min
  - max
  - range
  latitude:
  - -33.7511499
  - 5.2718411
  - 39.022991
  longitude:
  - -73.99045
  - -28.8359435
  - 45.1545064
ea_full_sample_lat_lon:
  name:
  - min
  - max
  - range
  latitude:
  - -33.6871306
  - 4.4795723
  - 38.1667029
  longitude:
  - -72.9029825
  - -34.812473
  - 38.0905095
ea_analysis_sample_lat_lon:
  name:
  - min
  - max
  - range
  latitude:
  - -33.5215632
  - 0.3286942
  - 33.8502574
  longitude:
  - -57.5531002
  - -34.812473
  - 22.7406272
ea_full_sample_non_brazilians_n: 729.0
ea_full_sample_brazilians_n: 114144.0
ea_brazil_age_stats:
  'n': 206172
  n_rm_na: 206172
  n_na: 0
  mean: 33.5384776
  var: 425.1354689
  sd: 20.6188135
  min: 2.0
  q_1: 16.5
  median: 34.5
  q_3: 44.5
  max: 72.5
  iqr: 28.0
  range: 70.5
  skewness: 0.2958215
  kurtosis: 2.1326612
ea_brazil_age_stats_by_sex:
  sex:
  - Female
  - Male
  'n':
  - 1.05313e+08
  - 1.00859e+08
  n_rm_na:
  - 1.05313e+08
  - 1.00859e+08
  n_na:
  - 0.0
  - 0.0
  mean:
  - 34.4032883
  - 32.6354763
  var:
  - 434.9993115
  - 413.2438909
  sd:
  - 20.8566371
  - 20.3284011
  min:
  - 2.0
  - 2.0
  q_1:
  - 16.5
  - 16.5
  median:
  - 34.5
  - 34.5
  q_3:
  - 54.5
  - 44.5
  max:
  - 72.5
  - 72.5
  iqr:
  - 38.0
  - 28.0
  range:
  - 70.5
  - 70.5
  skewness:
  - 0.2580258
  - 0.3330177
  kurtosis:
  - 2.0875353
  - 2.1846628
data_ibge_6407_age_stats_by_region:
  region:
  - Central-West
  - North
  - Northeast
  - South
  - Southeast
  'n':
  - 1.5752e+07
  - 1.7622e+07
  - 5.6297e+07
  - 2.9483e+07
  - 8.7018e+07
  n_rm_na:
  - 1.5752e+07
  - 1.7622e+07
  - 5.6297e+07
  - 2.9483e+07
  - 8.7018e+07
  n_na:
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  mean:
  - 32.5056501
  - 29.5063841
  - 32.3401602
  - 34.9668283
  - 34.8332931
  var:
  - 402.3862928
  - 381.4361008
  - 422.2443501
  - 436.148245
  - 429.4788767
  sd:
  - 20.0595686
  - 19.5303892
  - 20.5485851
  - 20.8841625
  - 20.7238721
  min:
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  q_1:
  - 16.5
  - 11.5
  - 14.5
  - 18.5
  - 18.5
  median:
  - 34.5
  - 27.0
  - 34.5
  - 34.5
  - 34.5
  q_3:
  - 44.5
  - 44.5
  - 44.5
  - 54.5
  - 54.5
  max:
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  iqr:
  - 28.0
  - 33.0
  - 30.0
  - 36.0
  - 36.0
  range:
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  skewness:
  - 0.3304912
  - 0.5027392
  - 0.387121
  - 0.2111401
  - 0.2168494
  kurtosis:
  - 2.2313184
  - 2.4122933
  - 2.2062349
  - 2.0581969
  - 2.082227
ea_brazil_age_stats_by_state:
  state:
  - Acre
  - Alagoas
  - Amapá
  - Amazonas
  - Bahia
  - Ceará
  - Distrito Federal
  - Espírito Santo
  - Goiás
  - Maranhão
  - Mato Grosso
  - Mato Grosso do Sul
  - Minas Gerais
  - Paraná
  - Paraíba
  - Pará
  - Pernambuco
  - Piauí
  - Rio Grande do Norte
  - Rio Grande do Sul
  - Rio de Janeiro
  - Rondônia
  - Roraima
  - Santa Catarina
  - Sergipe
  - São Paulo
  - Tocantins
  'n':
  - 840000.0
  - 3301000.0
  - 807000.0
  - 3861000.0
  - 1.473e+07
  - 9.015e+06
  - 2.93e+06
  - 3.924e+06
  - 6.825e+06
  - 6.959e+06
  - 3.347e+06
  - 2.65e+06
  - 2.09e+07
  - 1.1248e+07
  - 3.954e+06
  - 8.38e+06
  - 9.378e+06
  - 3.253e+06
  - 3.449e+06
  - 1.1262e+07
  - 1.705e+07
  - 1.724e+06
  - 4.85e+05
  - 6.973e+06
  - 2.258e+06
  - 4.5144e+07
  - 1.525e+06
  n_rm_na:
  - 840000.0
  - 3301000.0
  - 807000.0
  - 3861000.0
  - 1.473e+07
  - 9.015e+06
  - 2.93e+06
  - 3.924e+06
  - 6.825e+06
  - 6.959e+06
  - 3.347e+06
  - 2.65e+06
  - 2.09e+07
  - 1.1248e+07
  - 3.954e+06
  - 8.38e+06
  - 9.378e+06
  - 3.253e+06
  - 3.449e+06
  - 1.1262e+07
  - 1.705e+07
  - 1.724e+06
  - 4.85e+05
  - 6.973e+06
  - 2.258e+06
  - 4.5144e+07
  - 1.525e+06
  n_na:
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  - 0.0
  mean:
  - 28.1625
  - 32.0019691
  - 27.6660471
  - 28.7205387
  - 32.4836388
  - 32.4806434
  - 32.8071672
  - 33.3093782
  - 32.8054212
  - 30.0216267
  - 31.7460412
  - 32.3596226
  - 34.117512
  - 33.9723951
  - 33.04565
  - 29.527148
  - 33.2668479
  - 32.5130649
  - 33.128733
  - 36.2010744
  - 36.643695
  - 30.9918794
  - 28.2402062
  - 34.5775133
  - 31.945527
  - 34.6133816
  - 31.8193443
  var:
  - 373.9023465
  - 423.0096173
  - 347.613213
  - 374.8637205
  - 415.3449696
  - 424.1906337
  - 384.2622224
  - 416.834926
  - 405.127286
  - 409.2351243
  - 393.4758324
  - 425.9933105
  - 426.3503943
  - 428.129117
  - 440.367445
  - 379.6527717
  - 429.2553549
  - 435.6481226
  - 418.3881504
  - 452.9281518
  - 442.2053755
  - 389.3435208
  - 364.0377396
  - 417.8993623
  - 403.1436862
  - 425.5228365
  - 415.2946059
  sd:
  - 19.3365547
  - 20.5671976
  - 18.6443882
  - 19.3613977
  - 20.380014
  - 20.5958888
  - 19.6026075
  - 20.4165356
  - 20.127774
  - 20.2295607
  - 19.8362253
  - 20.6396054
  - 20.648254
  - 20.6912812
  - 20.9849338
  - 19.4846804
  - 20.7184786
  - 20.8721854
  - 20.4545386
  - 21.2821087
  - 21.0286798
  - 19.7317896
  - 19.079773
  - 20.442587
  - 20.0784383
  - 20.6282049
  - 20.3787783
  min:
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  - 2.0
  q_1:
  - 11.5
  - 14.5
  - 11.5
  - 11.5
  - 16.5
  - 16.5
  - 16.5
  - 16.5
  - 16.5
  - 11.5
  - 14.5
  - 14.5
  - 16.5
  - 16.5
  - 16.5
  - 14.5
  - 16.5
  - 14.5
  - 16.5
  - 18.5
  - 22.0
  - 14.5
  - 11.5
  - 18.5
  - 16.5
  - 18.5
  - 14.5
  median:
  - 27.0
  - 27.0
  - 27.0
  - 27.0
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 27.0
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 27.0
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  - 27.0
  - 27.0
  - 34.5
  - 34.5
  - 34.5
  - 34.5
  q_3:
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 44.5
  - 54.5
  - 54.5
  - 44.5
  - 44.5
  - 54.5
  - 44.5
  - 54.5
  - 44.5
  max:
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  - 72.5
  iqr:
  - 33.0
  - 30.0
  - 33.0
  - 33.0
  - 28.0
  - 28.0
  - 28.0
  - 28.0
  - 28.0
  - 33.0
  - 30.0
  - 30.0
  - 28.0
  - 28.0
  - 28.0
  - 30.0
  - 28.0
  - 30.0
  - 28.0
  - 36.0
  - 32.5
  - 30.0
  - 33.0
  - 36.0
  - 28.0
  - 36.0
  - 30.0
  range:
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  - 70.5
  skewness:
  - 0.603114
  - 0.4048994
  - 0.5662817
  - 0.5317361
  - 0.3633759
  - 0.4027671
  - 0.3362625
  - 0.2811515
  - 0.3200677
  - 0.5215364
  - 0.3474899
  - 0.3309984
  - 0.2732507
  - 0.2642217
  - 0.3486375
  - 0.5076368
  - 0.3439731
  - 0.3676575
  - 0.3454622
  - 0.1472919
  - 0.1336101
  - 0.4018181
  - 0.5328964
  - 0.2226433
  - 0.3851384
  - 0.215431
  - 0.4043279
  kurtosis:
  - 2.5424186
  - 2.1997219
  - 2.5888456
  - 2.4623678
  - 2.2138208
  - 2.2322607
  - 2.2896388
  - 2.1594023
  - 2.2189503
  - 2.3469223
  - 2.2632711
  - 2.1606744
  - 2.1163298
  - 2.1045781
  - 2.1320744
  - 2.419129
  - 2.1456707
  - 2.1531235
  - 2.1848931
  - 1.984321
  - 2.0093476
  - 2.305247
  - 2.4915438
  - 2.1267458
  - 2.2664144
  - 2.0956578
  - 2.2313352
ea_full_sample_age_stats:
  'n': 114144
  n_rm_na: 103202
  n_na: 10942
  mean: 30.9444832
  var: 119.2798383
  sd: 10.9215309
  min: 12.0
  q_1: 22.6555556
  median: 29.4805556
  q_3: 37.3277778
  max: 79.475
  iqr: 14.6722222
  range: 67.475
  skewness: 0.7297896
  kurtosis: 3.3099343
ea_full_sample_age_stats_by_sex:
  sex:
  - Female
  - Male
  'n':
  - 75775
  - 38279
  n_rm_na:
  - 68750
  - 34379
  n_na:
  - 7025
  - 3900
  mean:
  - 30.7594943
  - 31.3053203
  var:
  - 120.2610126
  - 116.8992095
  sd:
  - 10.9663582
  - 10.8119938
  min:
  - 12.0
  - 12.0055556
  q_1:
  - 22.3583333
  - 23.3722222
  median:
  - 29.1583333
  - 30.0888889
  q_3:
  - 37.1611111
  - 37.5805556
  max:
  - 79.475
  - 78.2611111
  iqr:
  - 14.8027778
  - 14.2083333
  range:
  - 67.475
  - 66.2555556
  skewness:
  - 0.7535485
  - 0.6844076
  kurtosis:
  - 3.2802839
  - 3.3887238
ea_full_sample_age_stats_by_region:
  region:
  - Central-West
  - North
  - Northeast
  - South
  - Southeast
  'n':
  - 6957
  - 3428
  - 11047
  - 16502
  - 57890
  n_rm_na:
  - 6292
  - 3095
  - 10025
  - 14922
  - 52799
  n_na:
  - 665
  - 333
  - 1022
  - 1580
  - 5091
  mean:
  - 30.3149034
  - 29.5450763
  - 29.1650781
  - 30.6811702
  - 31.9247173
  var:
  - 106.2643137
  - 96.3323544
  - 100.3604082
  - 114.5463919
  - 123.1709103
  sd:
  - 10.3084584
  - 9.8149047
  - 10.0180042
  - 10.7026348
  - 11.0982391
  min:
  - 12.0888889
  - 12.0805556
  - 12.0055556
  - 12.0055556
  - 12.0027778
  q_1:
  - 22.4847222
  - 22.1402778
  - 21.4611111
  - 22.7145833
  - 23.5291667
  median:
  - 28.8666667
  - 28.2694444
  - 27.825
  - 29.0027778
  - 30.5194444
  q_3:
  - 36.4527778
  - 35.2319444
  - 34.9888889
  - 36.8444444
  - 38.3861111
  max:
  - 75.3333333
  - 74.6583333
  - 78.5916667
  - 77.7416667
  - 79.475
  iqr:
  - 13.9680556
  - 13.0916667
  - 13.5277778
  - 14.1298611
  - 14.8569444
  range:
  - 63.2444444
  - 62.5777778
  - 66.5861111
  - 65.7361111
  - 67.4722222
  skewness:
  - 0.7315582
  - 0.805932
  - 0.826934
  - 0.7620315
  - 0.6843747
  kurtosis:
  - 3.335529
  - 3.6181534
  - 3.609372
  - 3.344217
  - 3.2210187
ea_full_sample_age_stats_by_state:
  state:
  - Acre
  - Alagoas
  - Amapá
  - Amazonas
  - Bahia
  - Ceará
  - Distrito Federal
  - Espírito Santo
  - Goiás
  - Maranhão
  - Mato Grosso
  - Mato Grosso do Sul
  - Minas Gerais
  - Paraná
  - Paraíba
  - Pará
  - Pernambuco
  - Piauí
  - Rio Grande do Norte
  - Rio Grande do Sul
  - Rio de Janeiro
  - Rondônia
  - Roraima
  - Santa Catarina
  - Sergipe
  - São Paulo
  - Tocantins
  'n':
  - 146
  - 656
  - 138
  - 1056
  - 2775
  - 1701
  - 2089
  - 2570
  - 2864
  - 841
  - 872
  - 1132
  - 11215
  - 7103
  - 976
  - 1136
  - 1947
  - 518
  - 985
  - 4748
  - 11466
  - 490
  - 140
  - 4651
  - 648
  - 32639
  - 322
  n_rm_na:
  - 134
  - 591
  - 119
  - 942
  - 2512
  - 1564
  - 1886
  - 2338
  - 2607
  - 764
  - 783
  - 1016
  - 10176
  - 6389
  - 895
  - 1042
  - 1758
  - 471
  - 885
  - 4312
  - 10467
  - 441
  - 127
  - 4221
  - 585
  - 29818
  - 290
  n_na:
  - 12
  - 65
  - 19
  - 114
  - 263
  - 137
  - 203
  - 232
  - 257
  - 77
  - 89
  - 116
  - 1039
  - 714
  - 81
  - 94
  - 189
  - 47
  - 100
  - 436
  - 999
  - 49
  - 13
  - 430
  - 63
  - 2821
  - 32
  mean:
  - 30.0815091
  - 29.3515933
  - 31.0254435
  - 29.6133257
  - 29.9736233
  - 28.58171
  - 31.1892895
  - 30.7272693
  - 29.6342784
  - 28.6776651
  - 29.9658294
  - 30.7072479
  - 30.4665627
  - 30.530269
  - 28.7601862
  - 29.3452309
  - 29.3123183
  - 28.1858221
  - 29.2900031
  - 30.7998042
  - 32.8322421
  - 29.4168556
  - 29.57021
  - 30.7883861
  - 28.4773457
  - 32.1976649
  - 29.3700958
  var:
  - 84.6921684
  - 102.9849294
  - 120.2203404
  - 87.2470479
  - 109.5474376
  - 95.6688857
  - 109.0526206
  - 111.9001377
  - 102.5162106
  - 94.8083303
  - 99.9701754
  - 113.0140305
  - 111.8331006
  - 112.7433768
  - 88.7253028
  - 105.0810834
  - 107.7815335
  - 93.4220709
  - 98.3049082
  - 123.2674602
  - 134.0433342
  - 92.2653945
  - 92.9223832
  - 108.3604993
  - 77.9156924
  - 122.9176947
  - 98.4318763
  sd:
  - 9.2028348
  - 10.1481491
  - 10.9645037
  - 9.3406128
  - 10.4664912
  - 9.7810473
  - 10.4428263
  - 10.5782861
  - 10.1250289
  - 9.7369569
  - 9.9985087
  - 10.6308057
  - 10.575117
  - 10.6180684
  - 9.419411
  - 10.2509065
  - 10.3817886
  - 9.6655093
  - 9.9148832
  - 11.102588
  - 11.5777085
  - 9.6054877
  - 9.6396257
  - 10.4096349
  - 8.8269866
  - 11.0868253
  - 9.921284
  min:
  - 13.7944444
  - 12.1277778
  - 13.7555556
  - 12.1694444
  - 12.0166667
  - 12.2416667
  - 12.1
  - 12.05
  - 12.1361111
  - 12.1388889
  - 12.1166667
  - 12.0888889
  - 12.0138889
  - 12.0055556
  - 12.0055556
  - 12.0805556
  - 12.0083333
  - 12.2111111
  - 12.0638889
  - 12.025
  - 12.0277778
  - 12.8333333
  - 13.0972222
  - 12.075
  - 12.5805556
  - 12.0027778
  - 12.4722222
  q_1:
  - 22.5201389
  - 21.8375
  - 22.9347222
  - 22.26875
  - 21.8652778
  - 20.9354167
  - 23.4506944
  - 22.7840278
  - 21.8125
  - 20.8701389
  - 22.8861111
  - 22.4125
  - 22.5451389
  - 22.6805556
  - 21.8805556
  - 21.4375
  - 21.2055556
  - 21.4333333
  - 21.8333333
  - 22.3361111
  - 24.0611111
  - 22.9527778
  - 22.8236111
  - 23.1777778
  - 21.9638889
  - 23.8229167
  - 21.6881944
  median:
  - 29.5027778
  - 27.2416667
  - 28.2638889
  - 28.7486111
  - 28.7513889
  - 27.4902778
  - 30.0736111
  - 29.3069444
  - 28.1361111
  - 27.5638889
  - 28.5916667
  - 29.1694444
  - 28.8138889
  - 28.8472222
  - 27.3722222
  - 27.7777778
  - 27.7208333
  - 26.5361111
  - 27.875
  - 28.9375
  - 31.3944444
  - 28.0694444
  - 27.55
  - 29.2777778
  - 27.5333333
  - 30.9569444
  - 28.2472222
  q_3:
  - 35.7604167
  - 35.4680556
  - 37.2722222
  - 35.5166667
  - 35.9756944
  - 34.2729167
  - 37.3166667
  - 36.8777778
  - 35.7486111
  - 34.8236111
  - 35.2847222
  - 37.24375
  - 36.5388889
  - 36.7722222
  - 33.9166667
  - 35.3284722
  - 35.5645833
  - 32.7194444
  - 34.6805556
  - 37.1506944
  - 39.5111111
  - 33.8638889
  - 34.8930556
  - 36.6861111
  - 33.5944444
  - 38.7472222
  - 35.4263889
  max:
  - 57.925
  - 65.1666667
  - 61.5277778
  - 70.5861111
  - 70.2055556
  - 73.2527778
  - 73.9111111
  - 70.7777778
  - 71.0027778
  - 70.8638889
  - 75.3333333
  - 72.5
  - 77.5805556
  - 77.7416667
  - 66.4722222
  - 74.6583333
  - 78.5916667
  - 66.8333333
  - 64.5083333
  - 75.1888889
  - 78.2611111
  - 63.4666667
  - 65.3111111
  - 75.4888889
  - 65.6333333
  - 79.475
  - 62.6555556
  iqr:
  - 13.2402778
  - 13.6305556
  - 14.3375
  - 13.2479167
  - 14.1104167
  - 13.3375
  - 13.8659722
  - 14.09375
  - 13.9361111
  - 13.9534722
  - 12.3986111
  - 14.83125
  - 13.99375
  - 14.0916667
  - 12.0361111
  - 13.8909722
  - 14.3590278
  - 11.2861111
  - 12.8472222
  - 14.8145833
  - 15.45
  - 10.9111111
  - 12.0694444
  - 13.5083333
  - 11.6305556
  - 14.9243056
  - 13.7381944
  range:
  - 44.1305556
  - 53.0388889
  - 47.7722222
  - 58.4166667
  - 58.1888889
  - 61.0111111
  - 61.8111111
  - 58.7277778
  - 58.8666667
  - 58.725
  - 63.2166667
  - 60.4111111
  - 65.5666667
  - 65.7361111
  - 54.4666667
  - 62.5777778
  - 66.5833333
  - 54.6222222
  - 52.4444444
  - 63.1638889
  - 66.2333333
  - 50.6333333
  - 52.2138889
  - 63.4138889
  - 53.0527778
  - 67.4722222
  - 50.1833333
  skewness:
  - 0.6819616
  - 0.9094717
  - 0.8080692
  - 0.6052419
  - 0.7220365
  - 0.8571271
  - 0.6582057
  - 0.6865345
  - 0.7534132
  - 0.6672029
  - 0.7973764
  - 0.7553188
  - 0.8061801
  - 0.7372854
  - 0.9197544
  - 0.9179535
  - 0.839178
  - 1.0655501
  - 0.8347139
  - 0.8195455
  - 0.6896877
  - 0.9417232
  - 0.9158219
  - 0.7261742
  - 0.8332041
  - 0.6328889
  - 0.6959708
  kurtosis:
  - 3.281181
  - 3.6788174
  - 3.0359253
  - 3.3098972
  - 3.3086763
  - 3.7809343
  - 3.2208391
  - 3.1195407
  - 3.2378191
  - 3.1607563
  - 3.7994986
  - 3.4461545
  - 3.5204002
  - 3.319027
  - 4.0092021
  - 3.8592528
  - 3.5749177
  - 4.2146688
  - 3.5651189
  - 3.3670016
  - 3.1464651
  - 3.9273861
  - 3.9040795
  - 3.3138289
  - 4.076137
  - 3.1537459
  - 3.0787719
ea_analysis_sample_age_stats:
  'n': 65824
  n_rm_na: 65824
  n_na: 0
  mean: 32.1092718
  var: 85.7014686
  sd: 9.2575088
  min: 18.0
  q_1: 24.8305556
  median: 30.7027778
  q_3: 37.7444444
  max: 58.95
  iqr: 12.9138889
  range: 40.95
  skewness: 0.6570281
  kurtosis: 2.814109
ea_analysis_sample_age_stats_by_sex:
  sex:
  - Female
  - Male
  'n':
  - 43729
  - 22095
  n_rm_na:
  - 43729
  - 22095
  n_na:
  - 0
  - 0
  mean:
  - 31.8948111
  - 32.5337185
  var:
  - 87.6635005
  - 81.5509389
  sd:
  - 9.3628789
  - 9.0305558
  min:
  - 18.0
  - 18.0
  q_1:
  - 24.4444444
  - 25.6527778
  median:
  - 30.3555556
  - 31.3888889
  q_3:
  - 37.5833333
  - 38.0208333
  max:
  - 58.9472222
  - 58.95
  iqr:
  - 13.1388889
  - 12.3680556
  range:
  - 40.9472222
  - 40.95
  skewness:
  - 0.6832473
  - 0.612145
  kurtosis:
  - 2.8112659
  - 2.8373829
ea_analysis_sample_age_stats_by_region:
  region:
  - Central-West
  - North
  - Northeast
  - South
  - Southeast
  'n':
  - 3570
  - 1106
  - 7612
  - 11731
  - 41805
  n_rm_na:
  - 3570
  - 1106
  - 7612
  - 11731
  - 41805
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 31.3297899
  - 30.6485081
  - 30.3482652
  - 31.6892547
  - 32.6529952
  var:
  - 79.7610969
  - 75.9740205
  - 75.1525778
  - 85.0558911
  - 87.5574986
  sd:
  - 8.9309068
  - 8.7163077
  - 8.6690586
  - 9.2225751
  - 9.3572164
  min:
  - 18.0027778
  - 18.0
  - 18.0055556
  - 18.0027778
  - 18.0
  q_1:
  - 24.2131944
  - 23.825
  - 23.3458333
  - 24.45
  - 25.3361111
  median:
  - 29.8972222
  - 29.075
  - 28.925
  - 29.9833333
  - 31.3777778
  q_3:
  - 36.8611111
  - 35.8423611
  - 35.4340278
  - 37.2375
  - 38.3972222
  max:
  - 58.9472222
  - 57.675
  - 58.95
  - 58.9444444
  - 58.9472222
  iqr:
  - 12.6479167
  - 12.0173611
  - 12.0881944
  - 12.7875
  - 13.0611111
  range:
  - 40.9444444
  - 39.675
  - 40.9444444
  - 40.9416667
  - 40.9472222
  skewness:
  - 0.7214992
  - 0.7961229
  - 0.8064956
  - 0.7300066
  - 0.6003771
  kurtosis:
  - 2.9847557
  - 3.1797188
  - 3.1978291
  - 2.8935964
  - 2.7239039
ea_analysis_sample_age_stats_by_state:
  state:
  - Alagoas
  - Amapá
  - Bahia
  - Ceará
  - Distrito Federal
  - Espírito Santo
  - Goiás
  - Maranhão
  - Minas Gerais
  - Paraná
  - Paraíba
  - Pará
  - Pernambuco
  - Piauí
  - Rio Grande do Norte
  - Rio Grande do Sul
  - Rio de Janeiro
  - Santa Catarina
  - Sergipe
  - São Paulo
  - Tocantins
  'n':
  - 444
  - 88
  - 1923
  - 1170
  - 1545
  - 1847
  - 2025
  - 569
  - 8051
  - 4999
  - 682
  - 804
  - 1337
  - 338
  - 678
  - 3390
  - 8493
  - 3342
  - 471
  - 23414
  - 214
  n_rm_na:
  - 444
  - 88
  - 1923
  - 1170
  - 1545
  - 1847
  - 2025
  - 569
  - 8051
  - 4999
  - 682
  - 804
  - 1337
  - 338
  - 678
  - 3390
  - 8493
  - 3342
  - 471
  - 23414
  - 214
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 30.3375188
  - 31.5111111
  - 31.0909473
  - 30.0718827
  - 32.090676
  - 31.6367007
  - 30.749262
  - 30.0188977
  - 31.2615286
  - 31.6600915
  - 29.8140274
  - 30.5892655
  - 30.4686882
  - 29.406813
  - 30.3611808
  - 31.7578818
  - 33.084675
  - 31.6632647
  - 29.499369
  - 33.0550426
  - 30.5163681
  var:
  - 79.3604146
  - 83.1066938
  - 79.5291053
  - 71.9952262
  - 79.5524087
  - 83.2332424
  - 79.1805884
  - 70.5906692
  - 80.7549533
  - 83.5994485
  - 66.7517686
  - 76.8719617
  - 81.797385
  - 71.4821995
  - 74.4228278
  - 91.5940503
  - 92.9155681
  - 80.6467667
  - 60.5079798
  - 87.3286434
  - 70.0506443
  sd:
  - 8.9084463
  - 9.1162873
  - 8.9179092
  - 8.4850001
  - 8.9192157
  - 9.1232254
  - 8.8983475
  - 8.4018253
  - 8.986376
  - 9.1432734
  - 8.1701756
  - 8.7676657
  - 9.0441907
  - 8.4547146
  - 8.6268666
  - 9.5704781
  - 9.6392722
  - 8.9803545
  - 7.7786875
  - 9.3449796
  - 8.3696263
  min:
  - 18.0277778
  - 18.2805556
  - 18.0055556
  - 18.0166667
  - 18.0222222
  - 18.0
  - 18.0027778
  - 18.0277778
  - 18.0
  - 18.0111111
  - 18.0416667
  - 18.0
  - 18.0055556
  - 18.025
  - 18.0666667
  - 18.0027778
  - 18.0
  - 18.0222222
  - 18.0805556
  - 18.0
  - 18.2083333
  q_1:
  - 23.2708333
  - 24.7743056
  - 23.8013889
  - 23.2229167
  - 25.2055556
  - 24.4444444
  - 23.5666667
  - 23.2472222
  - 24.2708333
  - 24.5055556
  - 23.3645833
  - 23.6506944
  - 22.9777778
  - 23.0256944
  - 23.4506944
  - 24.0465278
  - 25.525
  - 24.8201389
  - 23.1319444
  - 25.8138889
  - 23.9222222
  median:
  - 28.2041667
  - 30.6138889
  - 29.8861111
  - 28.8791667
  - 30.9166667
  - 30.25
  - 28.9861111
  - 28.7472222
  - 29.65
  - 29.9583333
  - 28.2527778
  - 29.075
  - 28.8111111
  - 27.2930556
  - 28.7541667
  - 30.0708333
  - 31.8555556
  - 29.9416667
  - 28.6194444
  - 31.9055556
  - 28.9819444
  q_3:
  - 35.7784722
  - 36.6604167
  - 36.1458333
  - 34.9472222
  - 37.35
  - 37.0333333
  - 36.3888889
  - 35.3
  - 36.6416667
  - 37.2180556
  - 34.65625
  - 35.75625
  - 36.0888889
  - 33.8777778
  - 35.1604167
  - 37.5597222
  - 39.0722222
  - 36.8423611
  - 34.0916667
  - 38.85
  - 35.9527778
  max:
  - 58.95
  - 55.5444444
  - 58.9388889
  - 58.825
  - 58.9472222
  - 58.6638889
  - 58.4361111
  - 57.025
  - 58.8833333
  - 58.9444444
  - 57.1972222
  - 57.675
  - 58.5083333
  - 57.225
  - 58.0972222
  - 58.8444444
  - 58.9472222
  - 58.875
  - 56.8916667
  - 58.9444444
  - 55.5777778
  iqr:
  - 12.5076389
  - 11.8861111
  - 12.3444444
  - 11.7243056
  - 12.1444444
  - 12.5888889
  - 12.8222222
  - 12.0527778
  - 12.3708333
  - 12.7125
  - 11.2916667
  - 12.1055556
  - 13.1111111
  - 10.8520833
  - 11.7097222
  - 13.5131944
  - 13.5472222
  - 12.0222222
  - 10.9597222
  - 13.0361111
  - 12.0305556
  range:
  - 40.9222222
  - 37.2638889
  - 40.9333333
  - 40.8083333
  - 40.925
  - 40.6638889
  - 40.4333333
  - 38.9972222
  - 40.8833333
  - 40.9333333
  - 39.1555556
  - 39.675
  - 40.5027778
  - 39.2
  - 40.0305556
  - 40.8416667
  - 40.9472222
  - 40.8527778
  - 38.8111111
  - 40.9444444
  - 37.3694444
  skewness:
  - 0.9590891
  - 0.7434865
  - 0.7202872
  - 0.8145335
  - 0.6876718
  - 0.7170169
  - 0.7570676
  - 0.7165542
  - 0.756291
  - 0.7235221
  - 0.901634
  - 0.8015491
  - 0.7299782
  - 1.1317788
  - 0.8536694
  - 0.7211834
  - 0.5551833
  - 0.7458614
  - 0.8126002
  - 0.5565173
  - 0.7877918
  kurtosis:
  - 3.5080044
  - 2.8959254
  - 2.9785268
  - 3.3438849
  - 3.0463166
  - 2.9446052
  - 2.9539909
  - 3.020141
  - 3.0129285
  - 2.8830965
  - 3.5293814
  - 3.2109678
  - 2.8894159
  - 4.0179466
  - 3.23389
  - 2.802741
  - 2.6029997
  - 2.9963826
  - 3.5962061
  - 2.684018
  - 3.1486353
ea_full_sample_msf_sc_stats:
  'n': 114144
  n_rm_na: 102368
  n_na: 11776
  mean: 16351.0
  var: 68515.0
  sd: 5513.0
  min: 78321.0
  q_1: 12471.0
  median: 15857.0
  q_3: 19843.0
  max: 42600.0
  iqr: 7371.0
  range: 50679.0
  skewness: 0.3849955
  kurtosis: 3.155842
ea_full_sample_chronotype_cutoffs:
  interval:
  - 21:45:21-02:47:30
  - 02:47:30-03:20:43
  - 03:20:43-03:46:47
  - 03:46:47-05:05:43
  - 05:05:43-05:40:00
  - 05:40:00-06:30:00
  - 06:30:00-11:50:00
  freq:
  - 11.1656513
  - 11.1695316
  - 11.0356602
  - 33.3504715
  - 11.1520702
  - 11.2801211
  - 10.8464941
  order:
  - 1
  - 2
  - 3
  - 4
  - 5
  - 6
  - 7
  label:
  - Extremely early
  - Moderately early
  - Slightly early
  - Intermediate
  - Slightly late
  - Moderately late
  - Extremely late
ea_analysis_sample_msf_sc_stats:
  'n': 65824
  n_rm_na: 65824
  n_na: 0
  mean: 16121.0
  var: 2.6757873e+07
  sd: 5173.0
  min: 1543.0
  q_1: 12429.0
  median: 15686.0
  q_3: 19564.0
  max: 30579.0
  iqr: 7136.0
  range: 29036.0
  skewness: 0.2733145
  kurtosis: 2.7470939
ea_analysis_sample_chronotype_cutoffs:
  interval:
  - 00:25:43-02:47:30
  - 02:47:30-03:20:00
  - 03:20:00-03:45:21
  - 03:45:21-05:02:09
  - 05:02:09-05:35:00
  - 05:35:00-06:20:21
  - 06:20:21-08:29:39
  freq:
  - 11.1646208
  - 11.2451386
  - 10.9382596
  - 33.3981526
  - 11.2907146
  - 10.8592611
  - 11.1038527
  order:
  - 1
  - 2
  - 3
  - 4
  - 5
  - 6
  - 7
  label:
  - Extremely early
  - Moderately early
  - Slightly early
  - Intermediate
  - Slightly late
  - Moderately late
  - Extremely late
ea_analysis_sample_msf_sc_stats_by_category:
  msf_sc_category:
  - Extremely early
  - Moderately early
  - Slightly early
  - Intermediate
  - Slightly late
  - Moderately late
  - Extremely late
  'n':
  - 7349
  - 7402
  - 7134
  - 21980
  - 7432
  - 7128
  - 7309
  n_rm_na:
  - 7349
  - 7402
  - 7134
  - 21980
  - 7432
  - 7128
  - 7309
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 8017.0
  - 11107.0
  - 12808.0
  - 15752.0
  - 19102.0
  - 21396.0
  - 25521.0
  var:
  - 3020265.0
  - 312033.0
  - 182579.0
  - 1729866.0
  - 337766.0
  - 608879.0
  - 3965716.0
  sd:
  - 1738.0
  - 559.0
  - 427.0
  - 1315.0
  - 581.0
  - 780.0
  - 1991.0
  min:
  - 1543.0
  - 10071.0
  - 12021.0
  - 13543.0
  - 18150.0
  - 20121.0
  - 22843.0
  q_1:
  - 7179.0
  - 10650.0
  - 12450.0
  - 14593.0
  - 18600.0
  - 20700.0
  - 23850.0
  median:
  - 8443.0
  - 11100.0
  - 12814.0
  - 15707.0
  - 19071.0
  - 21364.0
  - 25200.0
  q_3:
  - 9386.0
  - 11614.0
  - 13200.0
  - 16843.0
  - 19629.0
  - 22050.0
  - 27000.0
  max:
  - 10050.0
  - 12000.0
  - 13500.0
  - 18129.0
  - 20100.0
  - 22800.0
  - 30579.0
  iqr:
  - 2207.0
  - 964.0
  - 750.0
  - 2250.0
  - 1029.0
  - 1350.0
  - 3150.0
  range:
  - 8507.0
  - 1929.0
  - 1479.0
  - 4586.0
  - 1950.0
  - 2679.0
  - 7736.0
  skewness:
  - -1.169279
  - -0.1160844
  - -0.0722354
  - 0.084183
  - 0.0774995
  - 0.117827
  - 0.6574517
  kurtosis:
  - 4.0131971
  - 1.8432701
  - 1.8616916
  - 1.827749
  - 1.786003
  - 1.8077097
  - 2.4278966
ea_analysis_sample_msf_sc_stats_by_sex:
  sex:
  - Female
  - Male
  'n':
  - 43729
  - 22095
  n_rm_na:
  - 43729
  - 22095
  n_na:
  - 0
  - 0
  mean:
  - 15976.0
  - 16408.0
  var:
  - 2.6218234e+07
  - 2.7703475e+07
  sd:
  - 5120.0
  - 5263.0
  min:
  - 1543.0
  - 1586.0
  q_1:
  - 12300.0
  - 12664.0
  median:
  - 15579.0
  - 15986.0
  q_3:
  - 19350.0
  - 19950.0
  max:
  - 30579.0
  - 30579.0
  iqr:
  - 7050.0
  - 7286.0
  range:
  - 29036.0
  - 28993.0
  skewness:
  - 0.2836888
  - 0.2471349
  kurtosis:
  - 2.7865294
  - 2.6723671
ea_analysis_sample_msf_sc_stats_by_age_group:
  age_group:
  - 18-19
  - 20-24
  - 25-29
  - 30-39
  - 40-49
  - 50-59
  'n':
  - 2222
  - 9880
  - 11309
  - 20484
  - 8791
  - 3447
  n_rm_na:
  - 2222
  - 9880
  - 11309
  - 20484
  - 8791
  - 3447
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 18619.0
  - 17709.0
  - 16584.0
  - 15534.0
  - 14637.0
  - 14335.0
  var:
  - 2.9450576e+07
  - 2.881445e+07
  - 2.4614794e+07
  - 2.392885e+07
  - 2.3854192e+07
  - 2.4403839e+07
  sd:
  - 5427.0
  - 5368.0
  - 4961.0
  - 4892.0
  - 4884.0
  - 4940.0
  min:
  - 2314.0
  - 1629.0
  - 1800.0
  - 1543.0
  - 1586.0
  - 1800.0
  q_1:
  - 14850.0
  - 13821.0
  - 13114.0
  - 12107.0
  - 11100.0
  - 10811.0
  median:
  - 18579.0
  - 17550.0
  - 16243.0
  - 15086.0
  - 14143.0
  - 13800.0
  q_3:
  - 22500.0
  - 21600.0
  - 19800.0
  - 18600.0
  - 17743.0
  - 17379.0
  max:
  - 30579.0
  - 30557.0
  - 30557.0
  - 30536.0
  - 30471.0
  - 30514.0
  iqr:
  - 7650.0
  - 7779.0
  - 6686.0
  - 6493.0
  - 6643.0
  - 6568.0
  range:
  - 28264.0
  - 28929.0
  - 28757.0
  - 28993.0
  - 28886.0
  - 28714.0
  skewness:
  - -0.0830264
  - 0.0397501
  - 0.2337822
  - 0.332136
  - 0.4019838
  - 0.4766394
  kurtosis:
  - 2.6141439
  - 2.5556677
  - 2.8103288
  - 2.9374588
  - 2.9849974
  - 3.1184028
ea_analysis_sample_msf_sc_stats_by_region:
  region:
  - Central-West
  - North
  - Northeast
  - South
  - Southeast
  'n':
  - 3570
  - 1106
  - 7612
  - 11731
  - 41805
  n_rm_na:
  - 3570
  - 1106
  - 7612
  - 11731
  - 41805
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 16013.0
  - 16349.0
  - 15350.0
  - 16668.0
  - 16111.0
  var:
  - 2.5442064e+07
  - 2.8323049e+07
  - 2.8885748e+07
  - 2.5269625e+07
  - 2.6666787e+07
  sd:
  - 5044.0
  - 5322.0
  - 5375.0
  - 5027.0
  - 5164.0
  min:
  - 1929.0
  - 1993.0
  - 1543.0
  - 1693.0
  - 1543.0
  q_1:
  - 12343.0
  - 12541.0
  - 11443.0
  - 13050.0
  - 12429.0
  median:
  - 15600.0
  - 16168.0
  - 14850.0
  - 16200.0
  - 15686.0
  q_3:
  - 19350.0
  - 19929.0
  - 18964.0
  - 19982.0
  - 19521.0
  max:
  - 30557.0
  - 30514.0
  - 30557.0
  - 30579.0
  - 30536.0
  iqr:
  - 7007.0
  - 7388.0
  - 7521.0
  - 6932.0
  - 7093.0
  range:
  - 28629.0
  - 28521.0
  - 29014.0
  - 28886.0
  - 28993.0
  skewness:
  - 0.2954234
  - 0.1607798
  - 0.2792907
  - 0.3060532
  - 0.279138
  kurtosis:
  - 2.7913228
  - 2.6556719
  - 2.6863252
  - 2.7556775
  - 2.7500006
ea_analysis_sample_msf_sc_stats_by_state:
  state:
  - Alagoas
  - Amapá
  - Bahia
  - Ceará
  - Distrito Federal
  - Espírito Santo
  - Goiás
  - Maranhão
  - Minas Gerais
  - Paraná
  - Paraíba
  - Pará
  - Pernambuco
  - Piauí
  - Rio Grande do Norte
  - Rio Grande do Sul
  - Rio de Janeiro
  - Santa Catarina
  - Sergipe
  - São Paulo
  - Tocantins
  'n':
  - 444
  - 88
  - 1923
  - 1170
  - 1545
  - 1847
  - 2025
  - 569
  - 8051
  - 4999
  - 682
  - 804
  - 1337
  - 338
  - 678
  - 3390
  - 8493
  - 3342
  - 471
  - 23414
  - 214
  n_rm_na:
  - 444
  - 88
  - 1923
  - 1170
  - 1545
  - 1847
  - 2025
  - 569
  - 8051
  - 4999
  - 682
  - 804
  - 1337
  - 338
  - 678
  - 3390
  - 8493
  - 3342
  - 471
  - 23414
  - 214
  n_na:
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  - 0
  mean:
  - 15317.0
  - 17132.0
  - 14938.0
  - 15280.0
  - 16403.0
  - 15130.0
  - 15715.0
  - 15528.0
  - 15738.0
  - 16618.0
  - 15620.0
  - 16349.0
  - 15728.0
  - 16309.0
  - 15263.0
  - 17203.0
  - 16428.0
  - 16200.0
  - 14989.0
  - 16202.0
  - 16026.0
  var:
  - 3.04025e+07
  - 2.7268955e+07
  - 2.7162234e+07
  - 2.8694459e+07
  - 2.6757122e+07
  - 2.5635779e+07
  - 2.4246548e+07
  - 2.600196e+07
  - 2.6107413e+07
  - 2.4908161e+07
  - 2.5887184e+07
  - 2.8470801e+07
  - 3.2419533e+07
  - 3.1541049e+07
  - 2.8311689e+07
  - 2.5825605e+07
  - 2.7099772e+07
  - 2.474816e+07
  - 3.011808e+07
  - 2.6618366e+07
  - 2.810455e+07
  sd:
  - 5514.0
  - 5222.0
  - 5212.0
  - 5357.0
  - 5173.0
  - 5063.0
  - 4924.0
  - 5099.0
  - 5110.0
  - 4991.0
  - 5088.0
  - 5336.0
  - 5694.0
  - 5616.0
  - 5321.0
  - 5082.0
  - 5206.0
  - 4975.0
  - 5488.0
  - 5159.0
  - 5301.0
  min:
  - 3750.0
  - 5700.0
  - 1800.0
  - 1543.0
  - 1929.0
  - 2571.0
  - 2079.0
  - 2400.0
  - 1907.0
  - 2014.0
  - 3643.0
  - 2700.0
  - 1714.0
  - 2314.0
  - 3600.0
  - 1693.0
  - 1800.0
  - 2571.0
  - 1800.0
  - 1543.0
  - 1993.0
  q_1:
  - 10993.0
  - 12712.0
  - 11229.0
  - 11571.0
  - 12557.0
  - 11475.0
  - 12214.0
  - 11743.0
  - 12107.0
  - 13039.0
  - 12000.0
  - 12589.0
  - 11400.0
  - 12471.0
  - 11534.0
  - 13457.0
  - 12750.0
  - 12750.0
  - 11282.0
  - 12514.0
  - 12396.0
  median:
  - 15043.0
  - 17818.0
  - 14486.0
  - 14743.0
  - 16029.0
  - 14571.0
  - 15300.0
  - 15300.0
  - 15300.0
  - 16114.0
  - 15075.0
  - 16125.0
  - 15300.0
  - 15761.0
  - 14625.0
  - 16886.0
  - 16071.0
  - 15750.0
  - 14529.0
  - 15814.0
  - 15729.0
  q_3:
  - 19184.0
  - 20764.0
  - 18450.0
  - 18991.0
  - 19886.0
  - 18257.0
  - 18836.0
  - 19050.0
  - 19050.0
  - 19950.0
  - 19012.0
  - 19934.0
  - 19671.0
  - 19896.0
  - 18959.0
  - 20464.0
  - 19929.0
  - 19479.0
  - 18536.0
  - 19671.0
  - 19312.0
  max:
  - 29957.0
  - 27900.0
  - 30321.0
  - 30000.0
  - 30343.0
  - 30321.0
  - 30557.0
  - 30300.0
  - 30536.0
  - 30579.0
  - 30300.0
  - 30386.0
  - 30514.0
  - 30557.0
  - 29400.0
  - 30579.0
  - 30536.0
  - 30514.0
  - 29700.0
  - 30536.0
  - 30514.0
  iqr:
  - 8191.0
  - 8052.0
  - 7221.0
  - 7420.0
  - 7329.0
  - 6782.0
  - 6621.0
  - 7307.0
  - 6943.0
  - 6911.0
  - 7012.0
  - 7345.0
  - 8271.0
  - 7425.0
  - 7425.0
  - 7007.0
  - 7179.0
  - 6729.0
  - 7254.0
  - 7157.0
  - 6916.0
  range:
  - 26207.0
  - 22200.0
  - 28521.0
  - 28457.0
  - 28414.0
  - 27750.0
  - 28479.0
  - 27900.0
  - 28629.0
  - 28564.0
  - 26657.0
  - 27686.0
  - 28800.0
  - 28243.0
  - 25800.0
  - 28886.0
  - 28736.0
  - 27943.0
  - 27900.0
  - 28993.0
  - 28521.0
  skewness:
  - 0.2488858
  - -0.0883818
  - 0.3200221
  - 0.2806079
  - 0.2267352
  - 0.4638015
  - 0.340581
  - 0.2659582
  - 0.336739
  - 0.3178706
  - 0.3339405
  - 0.1849848
  - 0.2110719
  - 0.190797
  - 0.3043161
  - 0.2558071
  - 0.2398409
  - 0.3376191
  - 0.2655016
  - 0.2596576
  - 0.1730432
  kurtosis:
  - 2.4450333
  - 2.1794569
  - 2.8240244
  - 2.7158768
  - 2.7294952
  - 2.9977375
  - 2.8503414
  - 2.7649047
  - 2.8393187
  - 2.760955
  - 2.7253787
  - 2.581467
  - 2.5402103
  - 2.6758294
  - 2.5708768
  - 2.6802003
  - 2.6851081
  - 2.8438788
  - 2.7003191
  - 2.7417956
  - 3.1787962
sa_analysis_sample_rel_comparison_age_group:
  age_group:
  - 20-24
  - 25-29
  - 18-19
  - 30-39
  - 40-49
  - 50-59
  - 60-64
  - 65+
  - Total
  n_rel_sample:
  - 19.028%
  - 21.447%
  - 6.634%
  - 33.386%
  - 14.268%
  - 5.237%
  - 0.000%
  - 0.000%
  - 100.000%
  n_rel_pop:
  - 11.203%
  - 11.211%
  - 4.464%
  - 22.048%
  - 18.174%
  - 14.925%
  - 5.637%
  - 12.339%
  - 100.000%
  n_rel_diff:
  - 7.825%
  - 10.236%
  - 2.171%
  - 11.338%
  - -3.905%
  - -9.688%
  - -5.637%
  - -12.339%
  - 0.000%
  diff_rel:
  - 69.850%
  - 91.307%
  - 48.627%
  - 51.425%
  - -21.489%
  - -64.913%
  - -100.000%
  - -100.000%
  - -25.194%
sb_analysis_sample_rel_comparison_sex:
  sex:
  - Male
  - Female
  - Total
  n_rel_sample:
  - 33.567%
  - 66.433%
  - 100.000%
  n_rel_pop:
  - 48.081%
  - 51.919%
  - 100.000%
  n_rel_diff:
  - -14.514%
  - 14.514%
  - 0.000%
  diff_rel:
  - -30.187%
  - 27.956%
  - -2.231%
sb_analysis_sample_rel_comparison_state:
  state:
  - Paraná
  - São Paulo
  - Pernambuco
  - Rio Grande do Sul
  - Bahia
  - Rio de Janeiro
  - Santa Catarina
  - Ceará
  - Goiás
  - Rio Grande do Norte
  - Minas Gerais
  - Paraíba
  - Maranhão
  - Espírito Santo
  - Distrito Federal
  - Pará
  - Alagoas
  - Tocantins
  - Piauí
  - Sergipe
  - Amapá
  - Total
  n_rel_sample:
  - 7.594%
  - 35.571%
  - 2.031%
  - 5.150%
  - 2.921%
  - 12.903%
  - 5.077%
  - 1.777%
  - 3.076%
  - 1.030%
  - 12.231%
  - 1.036%
  - 0.864%
  - 2.806%
  - 2.347%
  - 1.221%
  - 0.675%
  - 0.325%
  - 0.513%
  - 0.716%
  - 0.134%
  - 100.000%
  n_rel_pop:
  - 5.872%
  - 23.880%
  - 4.754%
  - 6.051%
  - 7.409%
  - 9.325%
  - 3.731%
  - 4.551%
  - 3.497%
  - 1.767%
  - 10.974%
  - 1.988%
  - 3.233%
  - 2.018%
  - 1.529%
  - 3.936%
  - 1.622%
  - 0.749%
  - 1.613%
  - 1.130%
  - 0.370%
  - 100.000%
  n_rel_diff:
  - 1.722%
  - 11.691%
  - -2.723%
  - -0.901%
  - -4.487%
  - 3.577%
  - 1.347%
  - -2.774%
  - -0.421%
  - -0.737%
  - 1.257%
  - -0.952%
  - -2.369%
  - 0.788%
  - 0.818%
  - -2.715%
  - -0.947%
  - -0.424%
  - -1.099%
  - -0.415%
  - -0.237%
  - 0.000%
  diff_rel:
  - 29.332%
  - 48.957%
  - -57.272%
  - -14.884%
  - -60.567%
  - 38.361%
  - 36.097%
  - -60.946%
  - -12.037%
  - -41.704%
  - 11.457%
  - -47.887%
  - -73.265%
  - 39.027%
  - 53.533%
  - -68.971%
  - -58.412%
  - -56.613%
  - -68.162%
  - -36.694%
  - -63.913%
  - -464.564%
sb_analysis_sample_rel_comparison_region:
  region:
  - South
  - Southeast
  - Northeast
  - Central-West
  - North
  - Total
  n_rel_sample:
  - 17.822%
  - 63.510%
  - 11.564%
  - 5.424%
  - 1.680%
  - 100.000%
  n_rel_pop:
  - 15.653%
  - 46.197%
  - 28.067%
  - 5.026%
  - 5.056%
  - 100.000%
  n_rel_diff:
  - 2.168%
  - 17.313%
  - -16.503%
  - 0.397%
  - -3.376%
  - 0.000%
  diff_rel:
  - 13.853%
  - 37.476%
  - -58.798%
  - 7.907%
  - -66.769%
  - -66.331%
hta_pwr_analysis:
  parms:
    r2: 0.1
    k: 8.0
    m: 8.0
    f2: 0.02
    'n': 1895.0
    power: 0.99
    alpha: 0.01
    verbose: yes
  test: F
  df1: 8.0
  df2: 1885.639848
  ncp: 37.892797
  power: 0.99
  'n': 1895.0
hta_restricted_model_fit_coefs:
  term:
  - (Intercept)
  - age
  - sexMale
  - longitude
  - ghi_month
  estimate:
  - 19427.7604387
  - -124.8753729
  - 358.4856168
  - -71.8698812
  - -0.5201902
  std.error:
  - 389.0320939
  - 1.7271063
  - 39.0714914
  - 4.8685072
  - 0.0399514
  statistic:
  - 49.9387088
  - -72.3032335
  - 9.1751199
  - -14.7622008
  - -13.0205648
  p.value:
  - 0.0
  - 0.0
  - 4.6366321e-20
  - 3.0790488e-49
  - 1.0437423e-38
hta_restricted_model_fit_stats:
  r.squared: 0.0851652
  adj.r.squared: 0.0851096
  sigma: 4537.4452467
  statistic: 1531.8084096
  p.value: 0.0
  df: 4.0
  logLik: -664455.8949295
  AIC: 1328923.7898591
  BIC: 1328978.3582067
  deviance: 1.3550879e+12
  df.residual: 65818
  nobs: 65823
hta_full_model_fit_coefs:
  term:
  - (Intercept)
  - age
  - sexMale
  - longitude
  - ghi_month
  - ghi_annual
  - march_equinox_daylight
  - june_solstice_daylight
  - december_solstice_daylight
  estimate:
  - -9295025.714065
  - -125.991766
  - 358.6047941
  - -86.3597975
  - -0.3505484
  - 0.6116185
  - 471.3219671
  - -129.0403016
  - -128.3733647
  std.error:
  - 1046596.2288908
  - 1.726707
  - 39.012801
  - 8.5831193
  - 0.1759076
  - 0.2734072
  - 64.7780034
  - 20.8131938
  - 20.6684973
  statistic:
  - -8.8811955
  - -72.9665007
  - 9.1919776
  - -10.0615865
  - -1.9927988
  - 2.2370242
  - 7.275957
  - -6.1999279
  - -6.2110642
  p.value:
  - 6.7766442e-19
  - 0.0e+00
  - 3.9653007e-20
  - 8.4975204e-24
  - 4.6287606e-02
  - 2.5288096e-02
  - 3.4779129e-13
  - 5.6823247e-10
  - 5.2940524e-10
hta_full_model_fit_stats:
  r.squared: 0.0880314
  adj.r.squared: 0.0879205
  sigma: 4530.4695616
  statistic: 794.1195254
  p.value: 0.0
  df: 8.0
  logLik: -664352.6232287
  AIC: 1328725.2464575
  BIC: 1328816.1937035
  deviance: 1.3508425e+12
  df.residual: 65814
  nobs: 65823
hta_f_test:
  Res.Df:
  - 65818.0
  - 65814.0
  RSS:
  - 1.3550879e+12
  - 1.3508425e+12
  Df:
  - .na.real
  - 4.0
  Sum of Sq:
  - .na.real
  - 4.2454128e+09
  F:
  - .na.real
  - 51.709877
  Pr(>F):
  - .na.real
  - 1.4901692e-43
hta_restricted_model_adj_r_squared:
  Rsq: 0.0851096
  SErsq: 0.0020804
  LCL: 0.081032
  UCL: 0.0891873
hta_full_model_adj_r_squared:
  Rsq: 0.0879205
  SErsq: 0.0021079
  LCL: 0.0837891
  UCL: 0.0920519
hta_effect_size:
  f_squared: 0.0030818
  lower_ci_limit: 0.0
  upper_ci_limit: 0.0121371
  effect_size: Negligible
htb_pwr_analysis:
  parms:
    r2: 0.1
    k: 5.0
    m: 5.0
    f2: 0.02
    'n': 1683.0
    power: 0.99
    alpha: 0.01
    verbose: yes
  test: F
  df1: 5.0
  df2: 1676.4593873
  ncp: 33.6491877
  power: 0.99
  'n': 1683.0
htb_restricted_model_fit_coefs:
  term:
  - (Intercept)
  - age
  - sexMale
  - longitude
  - ghi_month
  estimate:
  - 19427.7604387
  - -124.8753729
  - 358.4856168
  - -71.8698812
  - -0.5201902
  std.error:
  - 389.0320939
  - 1.7271063
  - 39.0714914
  - 4.8685072
  - 0.0399514
  statistic:
  - 49.9387088
  - -72.3032335
  - 9.1751199
  - -14.7622008
  - -13.0205648
  p.value:
  - 0.0
  - 0.0
  - 4.6366321e-20
  - 3.0790488e-49
  - 1.0437423e-38
htb_restricted_model_fit_stats:
  r.squared: 0.0851652
  adj.r.squared: 0.0851096
  sigma: 4537.4452467
  statistic: 1531.8084096
  p.value: 0.0
  df: 4.0
  logLik: -664455.8949295
  AIC: 1328923.7898591
  BIC: 1328978.3582067
  deviance: 1.3550879e+12
  df.residual: 65818
  nobs: 65823
htb_full_model_fit_coefs:
  term:
  - (Intercept)
  - age
  - sexMale
  - longitude
  - ghi_month
  - latitude
  estimate:
  - 18515.592007
  - -125.2676948
  - 359.176287
  - -63.319717
  - -0.3451739
  - -21.7328983
  std.error:
  - 416.5988782
  - 1.7278237
  - 39.0608777
  - 5.0643766
  - 0.0491517
  - 3.5572834
  statistic:
  - 44.4446516
  - -72.5002769
  - 9.1952948
  - -12.5029639
  - -7.0226266
  - -6.1094088
  p.value:
  - 0.0
  - 0.0
  - 3.8449868e-20
  - 7.8996179e-36
  - 2.1983697e-12
  - 1.0055943e-09
htb_full_model_fit_stats:
  r.squared: 0.0856838
  adj.r.squared: 0.0856143
  sigma: 4536.1936594
  statistic: 1233.5880255
  p.value: 0.0
  df: 5.0
  logLik: -664437.2360803
  AIC: 1328888.4721607
  BIC: 1328952.1352329
  deviance: 1.3543199e+12
  df.residual: 65817
  nobs: 65823
htb_f_test:
  Res.Df:
  - 65818.0
  - 65817.0
  RSS:
  - 1.3550879e+12
  - 1.3543199e+12
  Df:
  - .na.real
  - 1.0
  Sum of Sq:
  - .na.real
  - 7.6803595e+08
  F:
  - .na.real
  - 37.3248763
  Pr(>F):
  - .na.real
  - 1.0055943e-09
htb_restricted_model_adj_r_squared:
  Rsq: 0.0851096
  SErsq: 0.0020804
  LCL: 0.081032
  UCL: 0.0891873
htb_full_model_adj_r_squared:
  Rsq: 0.0856143
  SErsq: 0.0020854
  LCL: 0.0815269
  UCL: 0.0897017
htb_effect_size:
  f_squared: 0.0005519
  lower_ci_limit: 0.0
  upper_ci_limit: 0.0095239
  effect_size: Negligible
final_effect_size:
  f_squared: 0.0030818
  lower_ci_limit: 0.0
  upper_ci_limit: 0.0121371
  effect_size: Negligible
pr_analysis_sample_msf_sc_mean: '04:28:41'
pr_analysis_sample_msf_sc_sd: '01:26:13'
pr_tidy_data_per_nrow_2017_10_15_21: 98.1732008
pr_weighted_data_male_per: 33.5667842
pr_weighted_data_female_per: 66.4332158