A data.frame of maternal-child metadata including sample identifiers, demographic information, clinical outcomes and exposure information.
Format
A data.frame with one row per sample and columns including:
- hs_child_age_None
Child age in years.
- e3_sex_None
Biological sex (Male/Female).
- h_cohort
Cohort identifier.
- hs_asthma
Binary indicator of asthma outcome.
- ...
Additional exposure and phenotype variables.
Source
Derived from the ISGlobal Exposome Data Challenge 2021.
Examples
data(meta)
head(meta)
#> h_abs_ratio_preg_Log h_no2_ratio_preg_Log h_pm10_ratio_preg_None
#> s548 0.85260563 3.373861 22.44994
#> s555 0.71601007 3.024288 21.90104
#> s598 -0.35482399 3.373861 9.01958
#> s395 0.29767305 2.864948 13.98486
#> s1135 0.57283889 2.541408 37.36215
#> s178 0.09775766 2.472750 13.58145
#> h_pm25_ratio_preg_None hs_no2_dy_hs_h_Log hs_no2_wk_hs_h_Log
#> s548 18.016866 3.658223 3.571212
#> s555 18.961571 2.501568 2.638058
#> s598 8.954145 1.221778 1.818556
#> s395 9.339700 2.567528 2.798095
#> s1135 13.853442 2.369783 2.206939
#> s178 14.879898 1.104555 1.230386
#> hs_no2_yr_hs_h_Log hs_pm10_dy_hs_h_None hs_pm10_wk_hs_h_None
#> s548 3.229627 37.029556 34.673076
#> s555 2.688654 13.646372 29.141274
#> s598 1.617848 9.771050 13.421016
#> s395 3.067854 8.938537 6.503934
#> s1135 2.296243 36.456271 36.137574
#> s178 1.940459 29.817442 23.862842
#> hs_pm10_yr_hs_h_None hs_pm25_dy_hs_h_None hs_pm25_wk_hs_h_None
#> s548 24.12191 20.442523 16.524717
#> s555 39.06746 13.704656 22.524238
#> s598 11.68626 5.902195 6.317749
#> s395 12.69163 2.433092 3.771206
#> s1135 33.87148 13.835949 11.756729
#> s178 23.96526 4.446991 5.043293
#> hs_pm25_yr_hs_h_None hs_pm25abs_dy_hs_h_Log hs_pm25abs_wk_hs_h_Log
#> s548 10.325866 0.9413520 0.7506622
#> s555 16.524127 -0.1912293 0.2311378
#> s598 4.829015 -1.1806855 0.2503305
#> s395 7.650365 -0.8855793 -0.3277950
#> s1135 12.978987 0.9155942 -0.1380054
#> s178 10.258761 0.1382814 -0.1380054
#> hs_pm25abs_yr_hs_h_Log h_accesslines300_preg_dic0
#> s548 0.3103651 0
#> s555 0.1739284 0
#> s598 -0.2512695 0
#> s395 -0.2353678 0
#> s1135 0.1736764 0
#> s178 0.2510297 0
#> h_accesspoints300_preg_Log h_builtdens300_preg_Sqrt
#> s548 3.667571 352.46231
#> s555 2.656014 362.81048
#> s598 3.667571 493.82564
#> s395 2.879144 251.47892
#> s1135 1.269931 637.87320
#> s178 3.466906 82.64075
#> h_connind300_preg_Sqrt h_fdensity300_preg_Log h_frichness300_preg_None
#> s548 10.160145 12.46006 0.05263158
#> s555 4.218770 10.26284 0.00000000
#> s598 17.394436 11.87227 0.12280702
#> s395 10.838217 11.36145 0.01754386
#> s1135 18.961015 10.26284 0.00000000
#> s178 3.773383 10.26284 0.00000000
#> h_landuseshan300_preg_None h_popdens_preg_Sqrt
#> s548 0.8122130 74.98000
#> s555 0.4314893 84.98823
#> s598 0.4532843 74.98000
#> s395 0.4645479 68.86786
#> s1135 0.3904512 97.75480
#> s178 0.2546103 41.54516
#> h_walkability_mean_preg_None hs_accesslines300_h_dic0
#> s548 0.350 0
#> s555 0.200 0
#> s598 0.350 0
#> s395 0.200 0
#> s1135 0.275 0
#> s178 0.150 0
#> hs_accesspoints300_h_Log hs_builtdens300_h_Sqrt hs_connind300_h_Log
#> s548 2.1860528 523.2890 4.958529
#> s555 2.5224930 331.8434 3.834599
#> s598 3.5209711 133.3942 5.220893
#> s395 3.6210518 250.3050 4.766157
#> s1135 0.5770643 352.8191 5.119797
#> s178 3.5209711 330.9970 4.214089
#> hs_fdensity300_h_Log hs_landuseshan300_h_None hs_popdens_h_Sqrt
#> s548 10.26284 0.5664721 83.466400
#> s555 10.26284 0.5472160 10.246951
#> s598 11.64913 0.3727202 5.140307
#> s395 10.95598 0.3741057 13.228757
#> s1135 10.26284 0.3093658 6.244998
#> s178 10.26284 0.5446557 33.778692
#> hs_walkability_mean_h_None hs_accesslines300_s_dic0
#> s548 0.375 1
#> s555 0.275 0
#> s598 0.275 0
#> s395 0.250 0
#> s1135 0.300 0
#> s178 0.200 0
#> hs_accesspoints300_s_Log hs_builtdens300_s_Sqrt hs_connind300_s_Log
#> s548 2.5224930 402.8545 4.636945
#> s555 3.4097490 503.4886 4.636945
#> s598 1.6753021 127.0561 4.042238
#> s395 1.6753021 221.4176 4.703637
#> s1135 0.5770643 300.8570 4.527746
#> s178 3.2845902 404.2621 4.796010
#> hs_fdensity300_s_Log hs_landuseshan300_s_None hs_popdens_s_Sqrt
#> s548 11.64913 0.5284814 69.469651
#> s555 12.05459 0.5515236 6.480741
#> s598 13.72857 0.3310432 3.328225
#> s395 10.95598 0.5713983 48.756297
#> s1135 10.26284 0.4754483 48.948953
#> s178 10.26284 0.5329996 8.944272
#> h_Absorbance_Log h_Benzene_Log h_NO2_Log h_PM_Log h_TEX_Log
#> s548 0.2319273 0.8362600 6.172735 2.634545 3.079844
#> s555 -0.5441289 0.6195517 3.285681 2.011653 3.342032
#> s598 -0.7105256 0.4032863 2.678822 1.845124 4.283420
#> s395 -0.6001003 0.1976807 3.209300 2.190706 3.752039
#> s1135 -0.1702925 0.6871132 2.523871 2.702194 3.079750
#> s178 -0.8927670 0.8544012 3.132325 1.986648 3.160899
#> e3_alcpreg_yn_None h_bfdur_Ter h_cereal_preg_Ter h_dairy_preg_Ter
#> s548 1 (10.8,34.9] (9,27.3] (17.1,27.1]
#> s555 0 (34.9,Inf] (0,9] (27.1,Inf]
#> s598 1 (34.9,Inf] (27.3,Inf] (17.1,27.1]
#> s395 0 (34.9,Inf] (9,27.3] (27.1,Inf]
#> s1135 1 (10.8,34.9] (0,9] (17.1,27.1]
#> s178 0 (0,10.8] (27.3,Inf] (17.1,27.1]
#> h_fastfood_preg_Ter h_fish_preg_Ter h_folic_t1_None h_fruit_preg_Ter
#> s548 (0.83,Inf] (1.9,4.1] 0 (0.6,18.2]
#> s555 (0.83,Inf] (4.1,Inf] 0 (0.6,18.2]
#> s598 (0.25,0.83] (1.9,4.1] 0 (0.6,18.2]
#> s395 (0.25,0.83] (1.9,4.1] 0 (0.6,18.2]
#> s1135 (0.83,Inf] (0,1.9] 1 (18.2,Inf]
#> s178 (0.83,Inf] (0,1.9] 0 (18.2,Inf]
#> h_legume_preg_Ter h_meat_preg_Ter h_pamod_t3_None h_pavig_t3_None
#> s548 (0.5,2] (0,6.5] None Medium
#> s555 (2,Inf] (6.5,10] Very Often Low
#> s598 (0,0.5] (10,Inf] Very Often Low
#> s395 (0,0.5] (10,Inf] Often Low
#> s1135 (0.5,2] (10,Inf] Very Often Low
#> s178 (2,Inf] (6.5,10] Very Often Medium
#> h_veg_preg_Ter hs_bakery_prod_Ter hs_beverages_Ter hs_break_cer_Ter
#> s548 (8.8,16.5] (2,6] (1,Inf] (5.5,Inf]
#> s555 (0,8.8] (2,6] (1,Inf] (1.1,5.5]
#> s598 (16.5,Inf] (2,6] (1,Inf] (1.1,5.5]
#> s395 (0,8.8] (0,2] (0.132,1] (1.1,5.5]
#> s1135 (16.5,Inf] (6,Inf] (0,0.132] (1.1,5.5]
#> s178 (0,8.8] (6,Inf] (1,Inf] (0,1.1]
#> hs_caff_drink_Ter hs_dairy_Ter hs_fastfood_Ter hs_KIDMED_None
#> s548 (0,0.132] (14.6,25.6] (0,0.132] 4
#> s555 (0,0.132] (0,14.6] (0.132,0.5] 2
#> s598 (0.132,Inf] (0,14.6] (0.5,Inf] 5
#> s395 (0.132,Inf] (14.6,25.6] (0.5,Inf] 7
#> s1135 (0,0.132] (14.6,25.6] (0.132,0.5] 4
#> s178 (0.132,Inf] (25.6,Inf] (0.132,0.5] 3
#> hs_mvpa_prd_alt_None hs_org_food_Ter hs_pet_cat_r2_None
#> s548 19.71076 (0.132,1] 0
#> s555 47.75195 (1,Inf] 0
#> s598 31.83190 (1,Inf] 0
#> s395 110.76032 (0.132,1] 0
#> s1135 86.06060 (0,0.132] 0
#> s178 12.12149 (1,Inf] 0
#> hs_pet_dog_r2_None hs_pet_None hs_proc_meat_Ter hs_readymade_Ter
#> s548 0 No (1.5,4] (0.5,Inf]
#> s555 0 No (1.5,4] (0.5,Inf]
#> s598 0 No (0,1.5] (0.5,Inf]
#> s395 0 No (4,Inf] (0.5,Inf]
#> s1135 0 No (1.5,4] (0.132,0.5]
#> s178 0 No (1.5,4] (0.5,Inf]
#> hs_sd_wk_None hs_total_bread_Ter hs_total_cereal_Ter hs_total_fish_Ter
#> s548 183.57143 (7,17.5] (14.1,23.6] (3,Inf]
#> s555 570.00000 (0,7] (0,14.1] (1.5,3]
#> s598 166.42857 (0,7] (0,14.1] (3,Inf]
#> s395 117.85714 (7,17.5] (14.1,23.6] (1.5,3]
#> s1135 435.71429 (0,7] (0,14.1] (0,1.5]
#> s178 66.42857 (17.5,Inf] (14.1,23.6] (0,1.5]
#> hs_total_fruits_Ter hs_total_lipids_Ter hs_total_meat_Ter
#> s548 (14.1,Inf] (0,3] (6,9]
#> s555 (0,7] (3,7] (6,9]
#> s598 (7,14.1] (3,7] (0,6]
#> s395 (14.1,Inf] (3,7] (9,Inf]
#> s1135 (7,14.1] (0,3] (0,6]
#> s178 (0,7] (7,Inf] (9,Inf]
#> hs_total_potatoes_Ter hs_total_sweets_Ter hs_total_veg_Ter
#> s548 (4,Inf] (0,4.1] (8.5,Inf]
#> s555 (4,Inf] (4.1,8.5] (6,8.5]
#> s598 (0,3] (0,4.1] (8.5,Inf]
#> s395 (0,3] (4.1,8.5] (8.5,Inf]
#> s1135 (4,Inf] (4.1,8.5] (8.5,Inf]
#> s178 (4,Inf] (8.5,Inf] (8.5,Inf]
#> hs_total_yog_Ter hs_dif_hours_total_None hs_as_c_Log2 hs_as_m_Log2
#> s548 (0,6] 10.277709 1.6553518 -3.929044
#> s555 (0,6] 10.371332 -5.4796130 -18.893931
#> s598 (0,6] 9.793991 0.2016339 3.000000
#> s395 (8.5,Inf] 11.182731 1.0285692 0.790772
#> s1135 (0,6] 9.622349 -2.7505391 -7.984624
#> s178 (8.5,Inf] 10.454553 1.2078929 1.286881
#> hs_cd_c_Log2 hs_cd_m_Log2 hs_co_c_Log2 hs_co_m_Log2 hs_cs_c_Log2
#> s548 -5.993092 -2.9657843 -2.046921 -0.1568201 0.27500705
#> s555 -3.035047 -3.1328943 -4.025618 -2.1078033 0.08406426
#> s598 -3.738890 -3.4851960 -2.145605 -2.1140352 0.61353165
#> s395 -4.451662 -0.9351171 -2.634867 -2.9545570 0.82374936
#> s1135 -7.858989 -2.7466158 -1.831358 -1.1046974 -0.20257192
#> s178 -3.932361 -2.7466158 -3.095420 0.2265085 0.64154603
#> hs_cs_m_Log2 hs_cu_c_Log2 hs_cu_m_Log2 hs_hg_c_Log2 hs_hg_m_Log2
#> s548 0.35614381 9.661778 9.890264 1.1243281 -1.27578631
#> s555 0.15055968 9.658211 10.958553 -1.2898273 -0.58424133
#> s598 1.01435529 9.640245 10.321928 -0.8943219 1.85199884
#> s395 -0.10159814 9.763212 10.321928 -0.1795147 0.57531233
#> s1135 0.02856915 9.658211 10.116344 -0.4150375 1.88981713
#> s178 -0.11872694 9.588715 10.216746 0.8953026 -0.06642736
#> hs_mn_c_Log2 hs_mn_m_Log2 hs_mo_c_Log2 hs_mo_m_Log2 hs_pb_c_Log2
#> s548 2.912650 4.087463 1.2448871 -1.1976000 2.987321
#> s555 3.596935 3.536053 0.6040713 -1.7226103 2.891419
#> s598 2.929791 3.220330 -0.6060347 -0.1713684 2.568032
#> s395 3.001802 3.754888 -1.1392358 -0.7321646 2.232661
#> s1135 2.722466 2.629939 3.1715271 0.1110313 3.291309
#> s178 3.405992 3.666757 -0.5269924 -0.7321646 2.881665
#> hs_pb_m_Log2 hs_tl_cdich_None hs_tl_mdich_None h_humidity_preg_None
#> s548 2.316146 Undetected Undetected 82.30592
#> s555 3.030336 Undetected Undetected 83.01580
#> s598 3.161888 Undetected Undetected 69.73431
#> s395 2.575312 Undetected Undetected 70.72809
#> s1135 3.195348 Undetected Undetected 57.18486
#> s178 3.807355 Undetected Undetected 74.95506
#> h_pressure_preg_None h_temperature_preg_None hs_hum_mt_hs_h_None
#> s548 980.8294 7.982746 68.20094
#> s555 980.8445 9.808083 82.44498
#> s598 1000.8884 13.698591 85.46740
#> s395 1000.2018 9.876204 89.29032
#> s1135 1015.3033 21.419140 57.19452
#> s178 1003.0392 12.886891 71.39742
#> hs_tm_mt_hs_h_None hs_uvdvf_mt_hs_h_None hs_hum_dy_hs_h_None
#> s548 6.632258 0.2676667 68.91667
#> s555 13.717742 1.3237931 80.09360
#> s598 4.058379 0.0330000 59.00000
#> s395 6.519355 0.3062069 99.00000
#> s1135 25.974194 5.1133333 69.99000
#> s178 16.128752 2.9860000 83.09333
#> hs_hum_wk_hs_h_None hs_tm_dy_hs_h_None hs_tm_wk_hs_h_None
#> s548 59.88021 6.529167 6.041406
#> s555 80.23743 7.133320 13.367036
#> s598 91.12500 -2.900000 -1.025000
#> s395 98.25000 2.600000 4.450000
#> s1135 64.11750 25.600000 25.475000
#> s178 67.23368 20.383871 15.925000
#> hs_uvdvf_dy_hs_h_None hs_uvdvf_wk_hs_h_None hs_blueyn300_s_None
#> s548 0.28 0.28714286 0
#> s555 1.38 1.75142857 0
#> s598 0.01 0.01428571 1
#> s395 0.12 0.17428571 0
#> s1135 5.35 4.87428571 0
#> s178 3.37 3.31857143 0
#> h_blueyn300_preg_None h_greenyn300_preg_None h_ndvi100_preg_None
#> s548 0 1 0.3309343
#> s555 0 1 0.3897694
#> s598 1 0 0.4118056
#> s395 0 1 0.6900000
#> s1135 0 1 0.1373250
#> s178 0 1 0.5318743
#> hs_greenyn300_s_None hs_blueyn300_h_None hs_greenyn300_h_None
#> s548 1 0 1
#> s555 1 0 1
#> s598 1 1 1
#> s395 1 0 1
#> s1135 1 0 0
#> s178 0 0 1
#> hs_ndvi100_h_None hs_ndvi100_s_None h_lden_cat_preg_None hs_ln_cat_h_None
#> s548 0.2619719 0.3700306 65.38800 4
#> s555 0.4859200 0.5260056 39.41497 2
#> s598 0.8076286 0.6063735 65.38800 2
#> s395 0.4668250 0.5365706 50.00000 2
#> s1135 0.5183771 0.3507906 71.29236 1
#> s178 0.6309914 0.4598028 64.36400 2
#> hs_lden_cat_s_None hs_dde_cadj_Log2 hs_dde_madj_Log2 hs_ddt_cadj_Log2
#> s548 3 4.397398 7.280566 1.4965645
#> s555 2 5.073660 3.967523 0.2209479
#> s598 1 3.184601 3.743854 -1.4298728
#> s395 2 5.021621 4.993255 -10.2899871
#> s1135 3 6.058512 8.507109 0.8078187
#> s178 1 3.228497 5.786281 -4.0315477
#> hs_ddt_madj_Log2 hs_hcb_cadj_Log2 hs_hcb_madj_Log2 hs_pcb118_cadj_Log2
#> s548 0.8023278 2.328545 4.058057 0.7261138
#> s555 0.6764266 4.603839 2.034068 1.8140500
#> s598 -1.0738303 3.374735 2.676388 1.6977361
#> s395 -0.5898499 3.908736 2.958089 2.2821563
#> s1135 1.8622269 3.250550 3.346906 0.9371018
#> s178 -0.5401198 2.093691 2.925833 1.2004458
#> hs_pcb118_madj_Log2 hs_pcb138_cadj_Log2 hs_pcb138_madj_Log2
#> s548 0.8773249 2.103670 3.450788
#> s555 1.0521823 3.602497 1.787701
#> s598 1.5415867 3.121447 2.937510
#> s395 2.0683998 4.141065 3.768623
#> s1135 0.2991493 1.923029 2.178092
#> s178 1.8856717 1.838072 3.998914
#> hs_pcb153_cadj_Log2 hs_pcb153_madj_Log2 hs_pcb170_cadj_Log2
#> s548 3.427075 4.398305 0.6506521
#> s555 4.474462 2.852110 1.8193741
#> s598 4.291712 4.057322 1.7768773
#> s395 5.189689 4.677404 2.5954040
#> s1135 3.046468 3.270783 -0.1944951
#> s178 2.850649 5.343338 1.9342381
#> hs_pcb170_madj_Log2 hs_pcb180_cadj_Log2 hs_pcb180_madj_Log2
#> s548 0.4639773 1.5324170 2.840244
#> s555 0.4639773 3.1056819 2.427232
#> s598 1.9412515 3.2731852 3.653995
#> s395 2.0650106 4.1424622 3.820939
#> s1135 1.3968458 1.0001747 2.477865
#> s178 3.6451235 0.6216219 4.977054
#> hs_sumPCBs5_cadj_Log2 hs_sumPCBs5_madj_Log2 hs_dep_cadj_Log2
#> s548 4.529040 3.203309 -5.621780
#> s555 5.640019 3.203309 -3.874674
#> s598 5.479832 6.531905 2.643732
#> s395 6.692561 5.981735 2.093970
#> s1135 4.074065 6.084188 3.335985
#> s178 4.612107 6.772989 -6.073264
#> hs_dep_madj_Log2 hs_detp_cadj_Log2 hs_detp_madj_Log2 hs_dmdtp_cdich_None
#> s548 3.3189632 -0.1968193 3.0292014 Undetected
#> s555 1.5457521 -2.8543646 1.0078850 Undetected
#> s598 -0.6129715 -5.0395139 -6.5515954 Undetected
#> s395 2.1288965 0.6179130 1.6973774 Undetected
#> s1135 2.1345302 3.2053664 0.2568657 Undetected
#> s178 1.8602252 0.8498652 -7.8249558 Undetected
#> hs_dmp_cadj_Log2 hs_dmp_madj_Log2 hs_dmtp_cadj_Log2 hs_dmtp_madj_Log2
#> s548 -3.9134270 5.772154 0.3202063 6.642612
#> s555 0.3406811 2.194291 -2.2143799 1.200211
#> s598 0.4393773 2.194291 1.8175012 1.438817
#> s395 -7.1109560 5.212931 1.6536180 5.496598
#> s1135 2.5499939 4.140999 1.9674973 5.523995
#> s178 1.0094394 2.599798 2.9916697 2.441006
#> hs_pbde153_cadj_Log2 hs_pbde153_madj_Log2 hs_pbde47_cadj_Log2
#> s548 -0.2220472 -2.02195748 -1.327538
#> s555 -8.2312357 0.06158347 -2.449476
#> s598 -1.9043665 -10.85822494 -2.365715
#> s395 -2.2771770 -1.45803551 -1.986786
#> s1135 -13.0227177 0.06158347 -11.190074
#> s178 -11.4125543 -0.72159095 -2.214787
#> hs_pbde47_madj_Log2 hs_pfhxs_c_Log2 hs_pfhxs_m_Log2 hs_pfna_c_Log2
#> s548 -1.8333971 -1.4833867 -0.2529789 -0.4205499
#> s555 -0.2313590 -2.4041523 -1.7230151 -0.8139326
#> s598 -0.7402796 -1.1239863 -1.4477809 0.9039864
#> s395 -0.6862967 -0.3054900 -1.3637356 -1.0512585
#> s1135 -0.2313590 -3.2957240 -1.7705798 -0.8934231
#> s178 -0.8263363 -0.4557693 -0.2330125 -0.5361877
#> hs_pfna_m_Log2 hs_pfoa_c_Log2 hs_pfoa_m_Log2 hs_pfos_c_Log2
#> s548 -0.32565470 0.575337219 1.837058207 -0.02184093
#> s555 -0.05451747 0.789403199 0.008883347 0.31034727
#> s598 -5.74758539 1.043480466 0.147029348 1.16281873
#> s395 -0.70319902 0.897028002 1.605374581 1.77472838
#> s1135 0.41086402 0.766020855 1.568974543 0.48611542
#> s178 -0.94370886 0.006974908 1.914157494 1.66382171
#> hs_pfos_m_Log2 hs_pfunda_c_Log2 hs_pfunda_m_Log2 hs_bpa_cadj_Log2
#> s548 1.973866 -2.859890 -3.212220 2.7934139
#> s555 2.363030 -7.581327 -2.612664 4.1444726
#> s598 2.087922 -4.285316 -1.818424 1.4320657
#> s395 3.160208 -3.865110 -2.413287 1.5370346
#> s1135 1.886701 -4.997875 -2.915871 3.9929597
#> s178 3.225800 -4.624617 -3.490419 0.8748443
#> hs_bpa_madj_Log2 hs_bupa_cadj_Log2 hs_bupa_madj_Log2 hs_etpa_cadj_Log2
#> s548 1.16763084 -3.2085230 6.742633 -1.1156996
#> s555 0.05551944 -0.2497832 -1.237360 3.9009840
#> s598 5.14723226 -5.7183256 6.333751 -0.9372423
#> s395 2.84965889 -4.2118856 1.592276 -1.1699494
#> s1135 5.02859543 -4.2759953 -0.910728 3.3071302
#> s178 0.83178137 -9.8253317 -2.308190 -0.8220723
#> hs_etpa_madj_Log2 hs_mepa_cadj_Log2 hs_mepa_madj_Log2 hs_oxbe_cadj_Log2
#> s548 5.4839829 5.530419435 8.018891 2.1065968
#> s555 4.0653328 7.155088119 6.972590 -0.5965608
#> s598 5.7990156 -0.006212212 8.133136 0.9232409
#> s395 12.7256918 3.990299542 6.972590 1.7788307
#> s1135 2.1128397 5.275220421 4.601472 3.4310270
#> s178 -0.2066972 1.996507969 5.290413 -1.7710243
#> hs_oxbe_madj_Log2 hs_prpa_cadj_Log2 hs_prpa_madj_Log2 hs_trcs_cadj_Log2
#> s548 2.439743 2.929369 6.099105 -1.0922651
#> s555 -1.520746 -4.830559 5.774825 4.0059123
#> s598 8.671510 -4.761428 9.634782 0.2138049
#> s395 6.274219 -7.337670 6.742139 -2.1521805
#> s1135 5.487510 2.380210 1.575864 0.3766612
#> s178 6.580407 -4.553921 2.909095 -1.9094638
#> hs_trcs_madj_Log2 hs_mbzp_cadj_Log2 hs_mbzp_madj_Log2 hs_mecpp_cadj_Log2
#> s548 6.611306 3.356539 1.791004 5.077850
#> s555 2.311827 3.818532 2.991920 6.360956
#> s598 9.566305 2.532486 2.198102 5.118947
#> s395 6.308943 1.690778 1.120067 4.370613
#> s1135 8.443111 4.304188 3.363802 6.570902
#> s178 9.337416 1.963026 3.627870 4.169406
#> hs_mecpp_madj_Log2 hs_mehhp_cadj_Log2 hs_mehhp_madj_Log2
#> s548 4.262406 4.479090 2.966073
#> s555 4.326828 5.049778 3.709055
#> s598 5.521025 3.942982 3.726604
#> s395 4.682827 2.408466 3.797013
#> s1135 5.386673 4.944154 4.584204
#> s178 5.333671 3.358253 4.646188
#> hs_mehp_cadj_Log2 hs_mehp_madj_Log2 hs_meohp_cadj_Log2 hs_meohp_madj_Log2
#> s548 2.3883178 1.984630 4.526982 2.733261
#> s555 2.3136518 3.808210 4.882229 4.360200
#> s598 1.8776791 3.888287 3.499562 3.384968
#> s395 0.3708812 3.385743 1.702568 3.018504
#> s1135 2.5552289 2.340926 4.936904 3.927649
#> s178 0.6779291 3.274544 2.785315 4.110425
#> hs_mep_cadj_Log2 hs_mep_madj_Log2 hs_mibp_cadj_Log2 hs_mibp_madj_Log2
#> s548 6.956249 8.479863 4.007595 4.592135
#> s555 4.725078 8.713375 7.004560 4.976039
#> s598 5.219245 10.690529 4.443710 5.978889
#> s395 2.305678 6.543938 3.612705 3.762709
#> s1135 5.911079 11.460176 5.807431 5.533377
#> s178 6.765690 6.261872 4.925551 4.686872
#> hs_mnbp_cadj_Log2 hs_mnbp_madj_Log2 hs_ohminp_cadj_Log2
#> s548 4.096990 3.799163 2.337238
#> s555 5.766602 5.357187 3.740723
#> s598 5.052293 5.405388 1.908719
#> s395 3.372310 3.102331 1.033223
#> s1135 6.311060 4.938192 2.897308
#> s178 4.882002 5.981519 2.954178
#> hs_ohminp_madj_Log2 hs_oxominp_cadj_Log2 hs_oxominp_madj_Log2
#> s548 -0.4079240 2.59419576 -0.4436485
#> s555 -0.5650174 3.15568465 -0.6939739
#> s598 0.7619635 1.43555340 0.3585584
#> s395 3.1362128 -0.03892898 1.7285519
#> s1135 -0.4683972 2.42987842 -0.7125105
#> s178 -0.5542561 1.87135415 -0.0589566
#> hs_sumDEHP_cadj_Log2 hs_sumDEHP_madj_Log2 FAS_cat_None
#> s548 6.399445 5.154776 High
#> s555 6.970544 5.805357 High
#> s598 6.575202 6.298866 Middle
#> s395 4.340647 5.768232 High
#> s1135 8.030191 6.270853 Middle
#> s178 5.002653 6.429820 High
#> hs_contactfam_3cat_num_None hs_hm_pers_None hs_participation_3cat_None
#> s548 Once a week 4 None
#> s555 (almost) Daily 4 None
#> s598 (almost) Daily 5 2 or more organisations
#> s395 Once a week 4 2 or more organisations
#> s1135 (almost) Daily 4 None
#> s178 (almost) Daily 4 None
#> e3_asmokcigd_p_None hs_cotinine_cdich_None hs_cotinine_mcat_None
#> s548 0.0000000 Undetected Non-smokers
#> s555 0.0000000 Undetected Smokers
#> s598 0.0000000 Undetected Non-smokers
#> s395 0.0000000 Undetected Non-smokers
#> s1135 0.6666666 Undetected SHS smokers
#> s178 0.0000000 Undetected SHS smokers
#> hs_globalexp2_None hs_smk_parents_None h_distinvnear1_preg_Log
#> s548 exposure neither -4.148408
#> s555 no exposure neither -4.740835
#> s598 no exposure neither -5.718191
#> s395 no exposure neither -2.841497
#> s1135 exposure both 0.501706
#> s178 no exposure neither -6.181876
#> h_trafload_preg_pow1over3 h_trafnear_preg_pow1over3
#> s548 68.6958953 7.937005
#> s555 0.3458301 23.990158
#> s598 113.0812135 7.937005
#> s395 0.3458301 7.937005
#> s1135 139.5134895 10.811445
#> s178 0.3458301 10.000000
#> hs_trafload_h_pow1over3 hs_trafnear_h_pow1over3 h_bro_preg_Log
#> s548 135.99576 44.968542 2.6710404
#> s555 139.29800 26.711608 -1.6044503
#> s598 168.02106 7.937005 -0.5430045
#> s395 56.66268 7.937005 -0.7318880
#> s1135 65.06702 7.937005 2.6710404
#> s178 114.86848 10.000000 2.0083483
#> h_clf_preg_Log h_thm_preg_Log h_cohort e3_sex_None e3_yearbir_None
#> s548 3.6368129 3.8261620 3 female 2006
#> s555 -0.4758875 0.4719939 4 male 2008
#> s598 2.7726512 2.8173143 5 male 2005
#> s395 1.7919261 1.8918844 5 male 2007
#> s1135 -4.4191264 1.5373435 6 male 2008
#> s178 -6.9077553 2.0283922 2 female 2004
#> h_mbmi_None hs_wgtgain_None e3_gac_None h_age_None h_edumc_None
#> s548 18.90690 NA 40.85714 35.73717 2
#> s555 30.10212 14 39.00000 24.61187 2
#> s598 20.46334 28 39.00000 36.00000 3
#> s395 22.14533 7 41.14286 35.07574 3
#> s1135 19.13265 19 38.57143 24.58607 2
#> s178 19.33373 21 40.14286 32.25462 3
#> h_native_None h_parity_None hs_child_age_None hs_c_height_None
#> s548 2 0 8.421743 1.325
#> s555 2 0 6.102669 1.240
#> s598 2 2 8.917180 1.405
#> s395 2 1 6.921173 1.250
#> s1135 2 1 6.620009 1.250
#> s178 2 2 10.699521 1.455
#> hs_c_weight_None e3_bw hs_asthma hs_zbmi_who hs_correct_raven hs_Gen_Tot
#> s548 30.1 3530 0 0.65 30 19.2500
#> s555 21.0 3370 0 -1.40 22 48.0000
#> s598 35.9 4328 0 1.15 33 8.0625
#> s395 28.2 3242 0 0.47 24 4.0000
#> s1135 22.7 3300 0 -0.68 23 12.0625
#> s178 26.1 3215 0 0.62 32 22.1875
#> hs_bmi_c_cat
#> s548 2
#> s555 2
#> s598 3
#> s395 2
#> s1135 2
#> s178 2