diff --git "a/data/oop_low_oop_insured.csv" "b/data/oop_low_oop_insured.csv"
new file mode 100644--- /dev/null
+++ "b/data/oop_low_oop_insured.csv"
@@ -0,0 +1,10001 @@
+id,household_size,ses_quintile,residence,head_age,head_sex,has_insurance,chronic_conditions,household_income_usd,health_events_12m,sought_care,primary_service,facility_type,oop_total_usd,oop_medicines_usd,oop_outpatient_usd,oop_inpatient_usd,oop_transport_usd,oop_diagnostic_usd,catastrophic_expenditure,impoverished_by_oop,oop_pct_income,coping_strategy,forgone_care,year
+1,8,2,urban,50,female,0,0,408,1,0,none,none,6.88,5.85,0.0,0.0,1.03,0.0,0,0,1.7,no_coping_needed,1,2022
+2,5,1,rural,69,female,1,0,331,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2021
+3,6,4,rural,41,male,1,0,2888,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+4,6,3,rural,18,female,1,0,1334,1,1,outpatient_consultation,public_health_centre,0.65,0.23,0.19,0.1,0.06,0.06,0,0,0.0,savings,0,2020
+5,6,4,urban,34,male,1,0,2062,1,1,medicines_only,public_health_centre,0.77,0.27,0.23,0.12,0.08,0.08,0,0,0.0,no_coping_needed,0,2022
+6,4,2,rural,35,female,1,0,393,2,1,medicines_only,public_hospital,0.88,0.31,0.26,0.13,0.09,0.09,0,0,0.2,no_coping_needed,0,2024
+7,5,1,rural,51,male,1,0,226,2,1,outpatient_consultation,pharmacy,0.83,0.29,0.25,0.12,0.08,0.08,0,0,0.4,no_coping_needed,0,2020
+8,6,3,rural,38,female,0,0,758,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2023
+9,6,1,rural,69,female,0,0,358,1,1,emergency_care,public_health_centre,25.02,8.76,7.5,3.75,2.5,2.5,0,0,7.0,borrowing,0,2024
+10,9,4,urban,22,male,1,0,2270,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2023
+11,6,1,urban,41,female,1,0,209,1,1,diagnostic_test,private_hospital,13.28,4.65,3.98,1.99,1.33,1.33,0,0,6.4,savings,0,2024
+12,7,3,rural,24,male,1,1,818,3,1,maternal_care,public_hospital,15.17,5.31,4.55,2.28,1.52,1.52,0,0,1.9,no_coping_needed,0,2024
+13,7,1,rural,65,male,1,0,308,2,0,none,none,21.3,18.1,0.0,0.0,3.19,0.0,0,0,6.9,savings,1,2021
+14,1,1,urban,32,male,1,0,309,3,1,outpatient_consultation,public_hospital,20.28,7.1,6.08,3.04,2.03,2.03,0,0,6.6,borrowing,0,2020
+15,4,5,urban,52,female,0,1,5586,2,1,medicines_only,private_hospital,48.51,16.98,14.55,7.28,4.85,4.85,0,0,0.9,savings,0,2021
+16,4,2,urban,25,male,0,1,744,5,1,outpatient_consultation,pharmacy,13.6,4.76,4.08,2.04,1.36,1.36,0,0,1.8,no_coping_needed,0,2020
+17,3,5,rural,61,female,1,1,3492,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2023
+18,7,3,rural,48,male,1,0,1379,2,1,maternal_care,public_hospital,7.04,2.46,2.11,1.06,0.7,0.7,0,0,0.5,savings,0,2021
+19,7,3,urban,58,female,0,0,1868,1,1,diagnostic_test,public_hospital,61.58,21.55,18.47,9.24,6.16,6.16,0,0,3.3,no_coping_needed,0,2022
+20,5,5,rural,33,female,1,1,5728,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+21,1,1,rural,51,female,1,0,270,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2023
+22,4,5,rural,55,female,1,0,7733,2,1,outpatient_consultation,public_hospital,8.9,3.12,2.67,1.34,0.89,0.89,0,0,0.1,no_coping_needed,0,2023
+23,2,5,rural,52,male,1,1,6206,2,1,chronic_disease_management,public_health_centre,9.89,3.46,2.97,1.48,0.99,0.99,0,0,0.2,no_coping_needed,0,2024
+24,4,1,urban,55,male,1,0,306,1,1,inpatient_admission,public_hospital,14.24,4.98,4.27,2.14,1.42,1.42,0,0,4.7,no_coping_needed,0,2021
+25,8,3,urban,43,female,0,1,1043,4,1,outpatient_consultation,public_health_centre,24.59,8.61,7.38,3.69,2.46,2.46,0,0,2.4,savings,0,2022
+26,3,2,urban,29,male,1,2,457,4,1,outpatient_consultation,public_hospital,14.03,4.91,4.21,2.1,1.4,1.4,0,0,3.1,no_coping_needed,0,2023
+27,5,4,rural,61,male,1,1,1272,2,1,chronic_disease_management,public_hospital,4.35,1.52,1.3,0.65,0.43,0.43,0,0,0.3,no_coping_needed,0,2023
+28,4,2,rural,47,female,0,0,499,2,1,medicines_only,public_hospital,13.27,4.64,3.98,1.99,1.33,1.33,0,0,2.7,no_coping_needed,0,2023
+29,3,5,rural,42,male,1,0,4015,3,1,emergency_care,private_hospital,27.41,9.59,8.22,4.11,2.74,2.74,0,0,0.7,no_coping_needed,0,2024
+30,7,4,rural,34,male,1,0,2025,3,1,outpatient_consultation,public_health_centre,1.73,0.61,0.52,0.26,0.17,0.17,0,0,0.1,no_coping_needed,0,2024
+31,2,1,rural,20,female,0,0,339,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2021
+32,2,3,rural,46,male,0,0,756,3,1,medicines_only,public_health_centre,7.42,2.6,2.23,1.11,0.74,0.74,0,0,1.0,savings,0,2020
+33,6,3,rural,22,male,1,1,1042,1,1,chronic_disease_management,public_health_centre,3.73,1.31,1.12,0.56,0.37,0.37,0,0,0.4,savings,0,2022
+34,6,5,rural,18,male,1,0,3327,1,1,outpatient_consultation,public_health_centre,2.45,0.86,0.74,0.37,0.25,0.25,0,0,0.1,no_coping_needed,0,2022
+35,8,3,rural,44,male,1,1,841,1,1,inpatient_admission,public_hospital,7.89,2.76,2.37,1.18,0.79,0.79,0,0,0.9,savings,0,2020
+36,4,1,urban,25,male,1,0,148,3,1,outpatient_consultation,public_health_centre,1.38,0.48,0.41,0.21,0.14,0.14,0,0,0.9,savings,0,2022
+37,4,1,urban,43,male,1,0,143,1,1,medicines_only,private_clinic,4.68,1.64,1.4,0.7,0.47,0.47,0,0,3.3,no_coping_needed,0,2023
+38,6,5,urban,27,male,1,0,7561,1,1,outpatient_consultation,public_health_centre,1.92,0.67,0.58,0.29,0.19,0.19,0,0,0.0,savings,0,2024
+39,6,4,urban,40,female,1,0,3694,1,1,chronic_disease_management,public_health_centre,1.36,0.48,0.41,0.2,0.14,0.14,0,0,0.0,savings,0,2020
+40,4,3,urban,54,male,1,0,1213,3,0,none,none,16.21,13.78,0.0,0.0,2.43,0.0,0,0,1.3,no_coping_needed,1,2020
+41,5,4,urban,24,male,1,1,1563,4,1,maternal_care,public_health_centre,4.16,1.46,1.25,0.62,0.42,0.42,0,0,0.3,no_coping_needed,0,2024
+42,4,5,urban,64,female,1,0,10745,2,1,medicines_only,public_hospital,2.88,1.01,0.86,0.43,0.29,0.29,0,0,0.0,savings,0,2021
+43,5,4,rural,30,male,1,0,1978,1,1,emergency_care,private_hospital,9.51,3.33,2.85,1.43,0.95,0.95,0,0,0.5,savings,0,2022
+44,8,2,rural,18,female,1,0,482,1,0,none,none,3.92,3.33,0.0,0.0,0.59,0.0,0,0,0.8,no_coping_needed,1,2022
+45,6,5,urban,40,female,1,0,6416,1,1,chronic_disease_management,public_health_centre,4.95,1.73,1.48,0.74,0.49,0.49,0,0,0.1,savings,0,2021
+46,7,2,urban,40,female,1,1,647,1,1,chronic_disease_management,pharmacy,5.27,1.84,1.58,0.79,0.53,0.53,0,0,0.8,no_coping_needed,0,2023
+47,7,5,urban,30,male,1,0,5496,1,1,medicines_only,public_health_centre,1.05,0.37,0.31,0.16,0.1,0.1,0,0,0.0,no_coping_needed,0,2022
+48,2,1,rural,43,female,1,0,372,2,0,none,none,3.63,3.09,0.0,0.0,0.54,0.0,0,0,1.0,savings,1,2023
+49,6,3,urban,60,male,1,0,1216,3,1,inpatient_admission,public_health_centre,23.91,8.37,7.17,3.59,2.39,2.39,0,0,2.0,savings,0,2020
+50,3,2,urban,32,female,1,0,558,1,1,diagnostic_test,pharmacy,2.4,0.84,0.72,0.36,0.24,0.24,0,0,0.4,no_coping_needed,0,2024
+51,7,1,rural,39,male,1,1,199,3,1,emergency_care,private_clinic,65.39,22.89,19.62,9.81,6.54,6.54,1,0,32.9,community_support,0,2024
+52,5,2,rural,37,male,0,1,540,3,0,none,none,7.92,6.73,0.0,0.0,1.19,0.0,0,0,1.5,savings,1,2024
+53,3,5,rural,43,male,1,0,5682,1,1,outpatient_consultation,public_health_centre,1.12,0.39,0.34,0.17,0.11,0.11,0,0,0.0,no_coping_needed,0,2023
+54,7,2,rural,48,female,1,0,326,2,1,maternal_care,public_health_centre,5.79,2.03,1.74,0.87,0.58,0.58,0,0,1.8,savings,0,2024
+55,2,1,urban,40,male,0,0,257,1,1,chronic_disease_management,pharmacy,10.5,3.68,3.15,1.58,1.05,1.05,0,0,4.1,no_coping_needed,0,2020
+56,7,1,urban,40,male,1,0,365,3,1,medicines_only,public_health_centre,1.73,0.61,0.52,0.26,0.17,0.17,0,0,0.5,no_coping_needed,0,2024
+57,3,4,rural,27,female,1,0,2138,2,1,maternal_care,private_clinic,15.26,5.34,4.58,2.29,1.53,1.53,0,0,0.7,savings,0,2022
+58,4,1,urban,35,female,1,1,364,1,1,outpatient_consultation,private_hospital,35.43,12.4,10.63,5.31,3.54,3.54,0,0,9.7,savings,0,2021
+59,4,2,urban,71,male,1,0,519,1,1,outpatient_consultation,public_health_centre,0.69,0.24,0.21,0.1,0.07,0.07,0,0,0.1,no_coping_needed,0,2024
+60,4,2,rural,47,female,1,1,564,2,1,chronic_disease_management,public_hospital,23.4,8.19,7.02,3.51,2.34,2.34,0,0,4.1,no_coping_needed,0,2022
+61,7,3,rural,44,male,1,0,1087,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2021
+62,5,4,rural,49,female,1,1,2668,1,1,medicines_only,public_hospital,5.61,1.96,1.68,0.84,0.56,0.56,0,0,0.2,no_coping_needed,0,2023
+63,1,4,urban,39,male,1,0,2083,2,0,none,none,3.49,2.96,0.0,0.0,0.52,0.0,0,0,0.2,no_coping_needed,1,2021
+64,5,3,rural,26,male,1,0,710,2,1,chronic_disease_management,public_hospital,11.38,3.98,3.41,1.71,1.14,1.14,0,0,1.6,no_coping_needed,0,2023
+65,4,2,rural,18,male,1,0,372,4,1,chronic_disease_management,public_health_centre,3.25,1.14,0.98,0.49,0.33,0.33,0,0,0.9,no_coping_needed,0,2020
+66,5,5,urban,47,female,1,0,8656,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2023
+67,4,5,urban,34,male,0,0,7555,5,1,medicines_only,private_hospital,89.98,31.49,26.99,13.5,9.0,9.0,0,0,1.2,no_coping_needed,0,2024
+68,5,1,rural,27,female,1,0,318,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+69,5,1,urban,31,male,0,0,279,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+70,5,2,rural,40,female,1,0,781,2,1,diagnostic_test,public_hospital,4.52,1.58,1.36,0.68,0.45,0.45,0,0,0.6,savings,0,2021
+71,7,1,rural,60,female,1,1,254,1,1,maternal_care,public_health_centre,4.93,1.72,1.48,0.74,0.49,0.49,0,0,1.9,no_coping_needed,0,2023
+72,8,2,urban,18,male,1,0,177,2,0,none,none,10.13,8.61,0.0,0.0,1.52,0.0,0,0,5.7,savings,1,2022
+73,6,1,urban,31,male,1,0,250,4,1,outpatient_consultation,public_health_centre,4.45,1.56,1.34,0.67,0.45,0.45,0,0,1.8,no_coping_needed,0,2022
+74,4,2,urban,18,male,1,1,497,7,1,medicines_only,public_health_centre,3.46,1.21,1.04,0.52,0.35,0.35,0,0,0.7,no_coping_needed,0,2024
+75,7,2,urban,59,female,1,0,640,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2021
+76,5,1,rural,37,female,1,0,183,1,0,none,none,8.33,7.08,0.0,0.0,1.25,0.0,0,0,4.6,no_coping_needed,1,2022
+77,6,3,rural,44,male,1,1,1060,2,1,medicines_only,private_clinic,4.89,1.71,1.47,0.73,0.49,0.49,0,0,0.5,no_coping_needed,0,2024
+78,6,2,urban,35,male,1,0,514,1,1,outpatient_consultation,public_hospital,2.09,0.73,0.63,0.31,0.21,0.21,0,0,0.4,no_coping_needed,0,2021
+79,3,3,rural,56,female,0,1,1223,4,1,diagnostic_test,private_hospital,123.94,43.38,37.18,18.59,12.39,12.39,1,0,10.1,borrowing,0,2024
+80,4,3,rural,56,male,1,1,1276,2,1,diagnostic_test,pharmacy,15.16,5.31,4.55,2.27,1.52,1.52,0,0,1.2,savings,0,2023
+81,5,4,rural,18,female,1,0,1237,3,1,diagnostic_test,public_health_centre,9.23,3.23,2.77,1.39,0.92,0.92,0,0,0.7,savings,0,2022
+82,4,4,urban,20,female,1,0,2695,1,1,outpatient_consultation,pharmacy,0.97,0.34,0.29,0.15,0.1,0.1,0,0,0.0,no_coping_needed,0,2024
+83,7,3,urban,25,female,0,0,1300,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2020
+84,3,1,rural,32,female,1,1,261,3,1,outpatient_consultation,public_hospital,18.78,6.57,5.63,2.82,1.88,1.88,0,0,7.2,reducing_food,0,2022
+85,5,4,rural,30,male,1,0,3631,2,1,diagnostic_test,private_hospital,7.23,2.53,2.17,1.08,0.72,0.72,0,0,0.2,no_coping_needed,0,2022
+86,3,1,rural,33,female,1,0,374,3,1,outpatient_consultation,public_health_centre,0.41,0.14,0.12,0.06,0.04,0.04,0,0,0.1,no_coping_needed,0,2023
+87,4,1,urban,43,female,1,0,252,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+88,5,1,rural,39,female,0,1,302,1,1,emergency_care,private_clinic,116.88,40.91,35.06,17.53,11.69,11.69,1,0,38.7,delayed_treatment,0,2024
+89,9,2,rural,48,male,1,0,793,1,1,outpatient_consultation,private_clinic,2.52,0.88,0.76,0.38,0.25,0.25,0,0,0.3,savings,0,2024
+90,2,1,rural,35,male,1,0,265,1,1,medicines_only,public_health_centre,3.34,1.17,1.0,0.5,0.33,0.33,0,0,1.3,no_coping_needed,0,2024
+91,1,5,rural,43,male,1,0,3529,2,1,inpatient_admission,public_hospital,41.79,14.63,12.54,6.27,4.18,4.18,0,0,1.2,savings,0,2024
+92,1,3,rural,42,female,1,0,841,1,1,outpatient_consultation,public_health_centre,2.59,0.91,0.78,0.39,0.26,0.26,0,0,0.3,savings,0,2024
+93,3,5,rural,40,female,0,2,6410,5,1,chronic_disease_management,private_clinic,30.65,10.73,9.19,4.6,3.06,3.06,0,0,0.5,no_coping_needed,0,2023
+94,5,2,rural,58,male,0,0,358,1,0,none,none,7.84,6.67,0.0,0.0,1.18,0.0,0,0,2.2,no_coping_needed,1,2024
+95,3,1,rural,40,male,1,1,193,3,0,none,none,12.14,10.32,0.0,0.0,1.82,0.0,0,0,6.3,savings,1,2021
+96,3,2,rural,36,male,1,0,328,1,1,outpatient_consultation,public_health_centre,2.06,0.72,0.62,0.31,0.21,0.21,0,0,0.6,no_coping_needed,0,2022
+97,2,3,urban,28,male,1,1,1418,5,1,medicines_only,public_hospital,1.54,0.54,0.46,0.23,0.15,0.15,0,0,0.1,no_coping_needed,0,2020
+98,6,1,rural,42,male,1,0,320,2,1,chronic_disease_management,public_health_centre,6.62,2.32,1.99,0.99,0.66,0.66,0,0,2.1,no_coping_needed,0,2022
+99,4,2,urban,33,male,1,0,702,2,1,chronic_disease_management,public_health_centre,6.27,2.2,1.88,0.94,0.63,0.63,0,0,0.9,no_coping_needed,0,2022
+100,2,1,rural,40,female,0,0,229,3,1,medicines_only,public_health_centre,18.69,6.54,5.61,2.8,1.87,1.87,0,0,8.2,savings,0,2024
+101,2,1,urban,40,male,1,0,98,1,1,outpatient_consultation,private_hospital,24.47,8.56,7.34,3.67,2.45,2.45,1,0,25.0,forgoing_care,0,2023
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+1971,6,5,urban,18,male,1,0,4523,1,1,emergency_care,traditional_healer,4.09,1.43,1.23,0.61,0.41,0.41,0,0,0.1,no_coping_needed,0,2024
+1972,6,4,rural,35,male,1,1,3164,5,1,chronic_disease_management,public_health_centre,17.52,6.13,5.26,2.63,1.75,1.75,0,0,0.6,savings,0,2024
+1973,7,3,urban,18,male,1,0,1331,1,1,diagnostic_test,public_hospital,6.97,2.44,2.09,1.04,0.7,0.7,0,0,0.5,no_coping_needed,0,2024
+1974,5,1,urban,48,female,1,0,378,1,1,outpatient_consultation,private_hospital,11.58,4.05,3.47,1.74,1.16,1.16,0,0,3.1,no_coping_needed,0,2023
+1975,3,2,rural,23,male,1,0,628,1,1,emergency_care,public_health_centre,18.54,6.49,5.56,2.78,1.85,1.85,0,0,3.0,savings,0,2023
+1976,6,3,rural,38,male,1,0,1310,4,1,outpatient_consultation,public_health_centre,5.57,1.95,1.67,0.84,0.56,0.56,0,0,0.4,no_coping_needed,0,2023
+1977,2,4,rural,59,male,1,0,3334,1,1,outpatient_consultation,public_hospital,8.26,2.89,2.48,1.24,0.83,0.83,0,0,0.2,no_coping_needed,0,2021
+1978,5,1,rural,51,male,1,0,303,4,0,none,none,13.86,11.78,0.0,0.0,2.08,0.0,0,0,4.6,savings,1,2023
+1979,6,3,urban,36,female,1,0,1693,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2022
+1980,3,3,urban,61,male,1,1,1518,3,1,maternal_care,public_hospital,16.59,5.81,4.98,2.49,1.66,1.66,0,0,1.1,savings,0,2022
+1981,2,1,urban,50,female,1,0,301,2,1,inpatient_admission,public_health_centre,11.92,4.17,3.58,1.79,1.19,1.19,0,0,4.0,no_coping_needed,0,2021
+1982,4,2,urban,21,male,1,0,316,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2022
+1983,3,3,rural,61,male,1,0,1072,2,1,medicines_only,public_hospital,2.1,0.73,0.63,0.31,0.21,0.21,0,0,0.2,no_coping_needed,0,2021
+1984,6,2,urban,27,male,0,0,784,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+1985,7,5,rural,37,female,1,0,3844,1,1,emergency_care,private_hospital,57.93,20.28,17.38,8.69,5.79,5.79,0,0,1.5,no_coping_needed,0,2022
+1986,5,2,rural,18,male,1,2,771,1,1,chronic_disease_management,private_clinic,9.57,3.35,2.87,1.44,0.96,0.96,0,0,1.2,no_coping_needed,0,2024
+1987,2,1,rural,48,female,0,0,290,3,1,outpatient_consultation,pharmacy,50.26,17.59,15.08,7.54,5.03,5.03,1,0,17.3,borrowing,0,2024
+1988,6,2,rural,22,female,1,0,743,1,1,chronic_disease_management,public_hospital,5.33,1.87,1.6,0.8,0.53,0.53,0,0,0.7,no_coping_needed,0,2022
+1989,5,3,urban,61,male,1,0,954,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+1990,9,4,rural,40,male,1,0,3408,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
+1991,7,1,urban,58,female,1,1,186,2,1,chronic_disease_management,public_hospital,4.59,1.61,1.38,0.69,0.46,0.46,0,0,2.5,no_coping_needed,0,2024
+1992,4,5,rural,31,female,1,1,7332,3,1,medicines_only,public_health_centre,1.33,0.46,0.4,0.2,0.13,0.13,0,0,0.0,no_coping_needed,0,2023
+1993,9,4,rural,56,female,1,0,2047,3,1,outpatient_consultation,private_clinic,10.71,3.75,3.21,1.61,1.07,1.07,0,0,0.5,no_coping_needed,0,2024
+1994,5,3,rural,39,female,1,1,777,6,1,outpatient_consultation,private_clinic,8.14,2.85,2.44,1.22,0.81,0.81,0,0,1.0,no_coping_needed,0,2022
+1995,4,4,urban,23,male,1,0,1851,1,1,medicines_only,private_clinic,6.35,2.22,1.91,0.95,0.64,0.64,0,0,0.3,no_coping_needed,0,2024
+1996,4,3,rural,46,female,1,1,1010,2,1,medicines_only,private_clinic,17.14,6.0,5.14,2.57,1.71,1.71,0,0,1.7,no_coping_needed,0,2023
+1997,3,4,rural,66,male,1,0,2356,2,1,diagnostic_test,public_hospital,9.99,3.5,3.0,1.5,1.0,1.0,0,0,0.4,no_coping_needed,0,2020
+1998,4,4,rural,40,male,0,1,1426,1,0,none,none,6.94,5.9,0.0,0.0,1.04,0.0,0,0,0.5,no_coping_needed,1,2022
+1999,3,4,rural,71,female,1,0,2733,1,1,diagnostic_test,public_health_centre,6.28,2.2,1.88,0.94,0.63,0.63,0,0,0.2,no_coping_needed,0,2024
+2000,4,1,rural,57,male,0,0,366,2,1,emergency_care,public_health_centre,46.65,16.33,13.99,7.0,4.66,4.66,1,0,12.7,savings,0,2022
+2001,4,2,urban,45,male,0,0,428,1,0,none,none,4.61,3.92,0.0,0.0,0.69,0.0,0,0,1.1,savings,1,2024
+2002,7,3,urban,50,male,1,0,1748,2,1,medicines_only,public_health_centre,0.76,0.27,0.23,0.11,0.08,0.08,0,0,0.0,no_coping_needed,0,2020
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+2004,2,2,rural,44,male,0,0,544,3,1,maternal_care,pharmacy,106.75,37.36,32.03,16.01,10.68,10.68,1,0,19.6,forgoing_care,0,2023
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+2006,8,2,rural,44,female,1,0,442,3,0,none,none,21.2,18.02,0.0,0.0,3.18,0.0,0,0,4.8,savings,1,2021
+2007,5,2,rural,73,female,1,0,343,2,1,emergency_care,pharmacy,2.74,0.96,0.82,0.41,0.27,0.27,0,0,0.8,no_coping_needed,0,2023
+2008,5,2,rural,66,male,1,1,458,5,1,outpatient_consultation,pharmacy,4.85,1.7,1.46,0.73,0.49,0.49,0,0,1.1,no_coping_needed,0,2020
+2009,3,2,rural,48,female,1,0,515,1,1,medicines_only,private_clinic,3.3,1.15,0.99,0.49,0.33,0.33,0,0,0.6,no_coping_needed,0,2022
+2010,4,4,rural,54,male,1,0,2724,0,0,none,none,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0.0,no_coping_needed,0,2024
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