Choropleths for the nfhs-4 data
All states
Population (female) age 6 years and above who ever attended school (%)
Population below age 15 years (%)
Sex ratio of the total population (females per 1,000 males)
Sex ratio at birth for children born in the last five years (females per 1,000 males)
Children under age 5 years whose birth was registered (%)
Households with electricity (%)
Households with an improved drinking-water source1 (%)
Households using improved sanitation facility2 (%)
Households using clean fuel for cooking3 (%)
Households using iodized salt (%)
Households with any usual member covered by a health scheme or health insurance (%)
Women who are literate (%)
Men who are literate (%)
Women with 10 or more years of schooling (%)
Women age 20-24 years married before age 18 years (%)
Men age 25-29 years married before age 21 years (%)
Women age 15-19 years who were already mothers or pregnant at the time of the survey (%)
Any method4 (%)
Any modern method4 (%)
Female sterilization (%)
Male sterilization (%)
IUD/PPIUD (%)
Pill (%)
Condom (%)
Total unmet need (%)
Unmet need for spacing (%)
Health worker ever talked to female non-users about family planning (%)
Current users ever told about side effects of current method6 (%)
Mothers who had antenatal check-up in the first trimester (%)
Mothers who had at least 4 antenatal care visits (%)
Mothers whose last birth was protected against neonatal tetanus7 (%)
Mothers who consumed iron folic acid for 100 days or more when they were pregnant (%)
Mothers who had full antenatal care8 (%)
Registered pregnancies for which the mother received Mother and Child Protection (MCP) card (%)
Mothers who received postnatal care from a doctor/nurse/LHV/ANM/midwife/other health personnel within 2 days of delivery (%)
Mothers who received financial assistance under Janani Suraksha Yojana (JSY) for births delivered in an institution (%)
Average out of pocket expenditure per delivery in public health facility (Rs.)
Children born at home who were taken to a health facility for check-up within 24 hours of birth (%)
Children who received a health check after birth from a doctor/nurse/LHV/ANM/ midwife/other health personnel within 2 days of birth (%)
Institutional births (%)
Institutional births in public facility (%)
Home delivery conducted by skilled health personnel (out of total deliveries) (%)
Births assisted by a doctor/nurse/LHV/ANM/other health personnel (%)
Births delivered by caesarean section (%)
Births in a private health facility delivered by caesarean section (%)
Births in a public health facility delivered by caesarean section (%)
Children age 12-23 months fully immunized (BCG, measles, and 3 doses each of polio and DPT) (%)
Children age 12-23 months who have received BCG (%)
Children age 12-23 months who have received 3 doses of polio vaccine (%)
Children age 12-23 months who have received 3 doses of DPT vaccine (%)
Children age 12-23 months who have received measles vaccine (%)
Children age 12-23 months who have received 3 doses of Hepatitis B vaccine (%)
Children age 9-59 months who received a vitamin A dose in last 6 months (%)
Children age 12-23 months who received most of the vaccinations in public health facility (%)
Children age 12-23 months who received most of the vaccinations in private health facility (%)
Prevalence of diarrhoea (reported) in the last 2 weeks preceding the survey (%)
Children with diarrhoea in the last 2 weeks who received oral rehydration salts (ORS) (%)
Children with diarrhoea in the last 2 weeks who received zinc (%)
Children with diarrhoea in the last 2 weeks taken to a health facility (%)
Prevalence of symptoms of acute respiratory infection (ARI) in the last 2 weeks preceding the survey (%)
Children with fever or symptoms of ARI in the last 2 weeks preceding the survey taken to a health facility (%)
Children under age 3 years breastfed within one hour of birth9 (%)
Children under age 6 months exclusively breastfed10 (%)
Children age 6-8 months receiving solid or semi-solid food and breastmilk10 (%)
Breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
Non-breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
Total children age 6-23 months receiving an adequate diet10,11 (%)
Children under 5 years who are stunted (height-for-age)12 (%)
Children under 5 years who are wasted (weight-for-height)12 (%)
Children under 5 years who are severely wasted (weight-for-height)13 (%)
Children under 5 years who are underweight (weight-for-age)12 (%)
Women whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2)14 (%)
Men whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2) (%)
Women who are overweight or obese (BMI ≥ 25.0 kg/m2)14 (%)
Men who are overweight or obese (BMI ≥ 25.0 kg/m2) (%)
Children age 6-59 months who are anaemic (<11.0 g/dl) (%)
Non-pregnant women age 15-49 years who are anaemic (<12.0 g/dl) (%)
Pregnant women age 15-49 years who are anaemic (<11.0 g/dl) (%)
All women age 15-49 years who are anaemic (%)
Men age 15-49 years who are anaemic (<13.0 g/dl) (%)
Blood sugar level - high (>140 mg/dl) (%) women
Blood sugar level - very high (>160 mg/dl) (%) women
Blood sugar level - high (>140 mg/dl) (%) men
Blood sugar level - very high (>160 mg/dl) (%) men
Slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%) women
Moderately high (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%) women
Very high (Systolic >=180 mm of Hg and/or Diastolic >=110 mm of Hg) (%) women
Slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%) men
Moderately high (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%) men
Very high (Systolic >=180 mm of Hg and/or Diastolic >=110 mm of Hg) (%) men
Cervix (%)
Breast (%)
Oral cavity (%)
NFHS-4 Data
Predictions by our model
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All states
Population (female) age 6 years and above who ever attended school (%)
Population below age 15 years (%)
Sex ratio of the total population (females per 1,000 males)
Sex ratio at birth for children born in the last five years (females per 1,000 males)
Children under age 5 years whose birth was registered (%)
Households with electricity (%)
Households with an improved drinking-water source1 (%)
Households using improved sanitation facility2 (%)
Households using clean fuel for cooking3 (%)
Households using iodized salt (%)
Households with any usual member covered by a health scheme or health insurance (%)
Women who are literate (%)
Men who are literate (%)
Women with 10 or more years of schooling (%)
Women age 20-24 years married before age 18 years (%)
Men age 25-29 years married before age 21 years (%)
Women age 15-19 years who were already mothers or pregnant at the time of the survey (%)
Any method4 (%)
Any modern method4 (%)
Female sterilization (%)
Male sterilization (%)
IUD/PPIUD (%)
Pill (%)
Condom (%)
Total unmet need (%)
Unmet need for spacing (%)
Health worker ever talked to female non-users about family planning (%)
Current users ever told about side effects of current method6 (%)
Mothers who had antenatal check-up in the first trimester (%)
Mothers who had at least 4 antenatal care visits (%)
Mothers whose last birth was protected against neonatal tetanus7 (%)
Mothers who consumed iron folic acid for 100 days or more when they were pregnant (%)
Mothers who had full antenatal care8 (%)
Registered pregnancies for which the mother received Mother and Child Protection (MCP) card (%)
Mothers who received postnatal care from a doctor/nurse/LHV/ANM/midwife/other health personnel within 2 days of delivery (%)
Mothers who received financial assistance under Janani Suraksha Yojana (JSY) for births delivered in an institution (%)
Average out of pocket expenditure per delivery in public health facility (Rs.)
Children born at home who were taken to a health facility for check-up within 24 hours of birth (%)
Children who received a health check after birth from a doctor/nurse/LHV/ANM/ midwife/other health personnel within 2 days of birth (%)
Institutional births (%)
Institutional births in public facility (%)
Home delivery conducted by skilled health personnel (out of total deliveries) (%)
Births assisted by a doctor/nurse/LHV/ANM/other health personnel (%)
Births delivered by caesarean section (%)
Births in a private health facility delivered by caesarean section (%)
Births in a public health facility delivered by caesarean section (%)
Children age 12-23 months fully immunized (BCG, measles, and 3 doses each of polio and DPT) (%)
Children age 12-23 months who have received BCG (%)
Children age 12-23 months who have received 3 doses of polio vaccine (%)
Children age 12-23 months who have received 3 doses of DPT vaccine (%)
Children age 12-23 months who have received measles vaccine (%)
Children age 12-23 months who have received 3 doses of Hepatitis B vaccine (%)
Children age 9-59 months who received a vitamin A dose in last 6 months (%)
Children age 12-23 months who received most of the vaccinations in public health facility (%)
Children age 12-23 months who received most of the vaccinations in private health facility (%)
Prevalence of diarrhoea (reported) in the last 2 weeks preceding the survey (%)
Children with diarrhoea in the last 2 weeks who received oral rehydration salts (ORS) (%)
Children with diarrhoea in the last 2 weeks who received zinc (%)
Children with diarrhoea in the last 2 weeks taken to a health facility (%)
Prevalence of symptoms of acute respiratory infection (ARI) in the last 2 weeks preceding the survey (%)
Children with fever or symptoms of ARI in the last 2 weeks preceding the survey taken to a health facility (%)
Children under age 3 years breastfed within one hour of birth9 (%)
Children under age 6 months exclusively breastfed10 (%)
Children age 6-8 months receiving solid or semi-solid food and breastmilk10 (%)
Breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
Non-breastfeeding children age 6-23 months receiving an adequate diet10,11 (%)
Total children age 6-23 months receiving an adequate diet10,11 (%)
Children under 5 years who are stunted (height-for-age)12 (%)
Children under 5 years who are wasted (weight-for-height)12 (%)
Children under 5 years who are severely wasted (weight-for-height)13 (%)
Children under 5 years who are underweight (weight-for-age)12 (%)
Women whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2)14 (%)
Men whose Body Mass Index (BMI) is below normal (BMI < 18.5 kg/m2) (%)
Women who are overweight or obese (BMI ≥ 25.0 kg/m2)14 (%)
Men who are overweight or obese (BMI ≥ 25.0 kg/m2) (%)
Children age 6-59 months who are anaemic (<11.0 g/dl) (%)
Non-pregnant women age 15-49 years who are anaemic (<12.0 g/dl) (%)
Pregnant women age 15-49 years who are anaemic (<11.0 g/dl) (%)
All women age 15-49 years who are anaemic (%)
Men age 15-49 years who are anaemic (<13.0 g/dl) (%)
Blood sugar level - high (>140 mg/dl) (%) women
Blood sugar level - very high (>160 mg/dl) (%) women
Blood sugar level - high (>140 mg/dl) (%) men
Blood sugar level - very high (>160 mg/dl) (%) men
Slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%) women
Moderately high (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%) women
Very high (Systolic >=180 mm of Hg and/or Diastolic >=110 mm of Hg) (%) women
Slightly above normal (Systolic 140-159 mm of Hg and/or Diastolic 90-99 mm of Hg) (%) men
Moderately high (Systolic 160-179 mm of Hg and/or Diastolic 100-109 mm of Hg) (%) men
Very high (Systolic >=180 mm of Hg and/or Diastolic >=110 mm of Hg) (%) men
Cervix (%)
Breast (%)
Oral cavity (%)
NFHS-4 Data
Predictions by our model
Show Images