Browse available HMIS indicators with optional filtering by name pattern or minimum temporal coverage.
Arguments
- pattern
Optional string to filter indicator names (case-insensitive). Matching behavior depends on
match.- min_months
Minimum number of year-months of data required. Default
NULL(no filter).- geography
One of
"state"or"district". Default"state".- match
One of
"fixed"(default, plain substring),"regex", or"fuzzy"(approximate matching).
Examples
# All state-level indicators
list_indicators()
#> ℹ 840 indicators found.
#> # A tibble: 840 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <dbl> <chr> <chr>
#> 1 Above 10 years to below 19 years 24 Apr 2023 Mar 2025
#> 2 Above 5 years to below 10 years 24 Apr 2023 Mar 2025
#> 3 Adult above >19 years 24 Apr 2023 Mar 2025
#> 4 Albendazole 400 mg tablet 96 Apr 2017 Mar 2025
#> 5 Amoxycillin (Paediatrics Antibiotics) 24 Apr 2023 Mar 2025
#> 6 Antepartum (Macerated) Still Birth 24 Apr 2023 Mar 2025
#> 7 Average kilometres travelled by ALS during … 24 Apr 2023 Mar 2025
#> 8 Average kilometres travelled by BLS during … 24 Apr 2023 Mar 2025
#> 9 Average number of trips per day by ALS duri… 24 Apr 2023 Mar 2025
#> 10 Average number of trips per day by BLS duri… 24 Apr 2023 Mar 2025
#> # ℹ 830 more rows
# Search by keyword
list_indicators(pattern = "malaria")
#> ℹ 14 indicators found.
#> # A tibble: 14 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <dbl> <chr> <chr>
#> 1 Childhood Diseases - Malaria 96 Apr 2017 Mar 2025
#> 2 Inpatient - Malaria 96 Apr 2017 Mar 2025
#> 3 Malaria (Microscopy Tests) - Mixed test pos… 24 Apr 2023 Mar 2025
#> 4 Malaria (Microscopy Tests) - Plasmodium Fal… 96 Apr 2017 Mar 2025
#> 5 Malaria (Microscopy Tests) - Plasmodium Viv… 96 Apr 2017 Mar 2025
#> 6 Malaria (RDT) - Plamodium Falciparum test p… 96 Apr 2017 Mar 2025
#> 7 Number of blood smears examined for Malaria 204 Apr 2008 Mar 2025
#> 8 Number of cases of Adolescent or Adult deat… 108 Apr 2008 Mar 2017
#> 9 Number of cases of Malaria reported in chil… 108 Apr 2008 Mar 2017
#> 10 Number of Deaths due to Malaria - Plasmodiu… 96 Apr 2017 Mar 2025
#> 11 Number of Deaths due to Malaria - Plasmodiu… 96 Apr 2017 Mar 2025
#> 12 Out of blood smears examined for malaria, n… 108 Apr 2008 Mar 2017
#> 13 Out of blood smears examined for malaria, n… 108 Apr 2008 Mar 2017
#> 14 RDT conducted for Malaria 96 Apr 2017 Mar 2025
# Names with special characters work without escaping
list_indicators(pattern = "Malaria (Microscopy Tests)")
#> ℹ 3 indicators found.
#> # A tibble: 3 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <dbl> <chr> <chr>
#> 1 Malaria (Microscopy Tests) - Mixed test posi… 24 Apr 2023 Mar 2025
#> 2 Malaria (Microscopy Tests) - Plasmodium Falc… 96 Apr 2017 Mar 2025
#> 3 Malaria (Microscopy Tests) - Plasmodium Viva… 96 Apr 2017 Mar 2025
# Fuzzy matching for approximate names
list_indicators(pattern = "Plsmodium Vivax", match = "fuzzy")
#> ℹ 3 indicators found.
#> # A tibble: 3 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <dbl> <chr> <chr>
#> 1 Malaria (Microscopy Tests) - Plasmodium Viva… 96 Apr 2017 Mar 2025
#> 2 Number of Deaths due to Malaria - Plasmodium… 96 Apr 2017 Mar 2025
#> 3 Out of blood smears examined for malaria, nu… 108 Apr 2008 Mar 2017
# Only indicators with 100+ months of data
list_indicators(min_months = 100)
#> ℹ 224 indicators found.
#> # A tibble: 224 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <dbl> <chr> <chr>
#> 1 Deliveries conducted at Private Institution… 108 Apr 2008 Mar 2017
#> 2 Deliveries conducted at Public Institutions… 204 Apr 2008 Mar 2025
#> 3 In - Patient Head Count at midnight 204 Apr 2008 Mar 2025
#> 4 No. of C - section deliveries performed at … 108 Apr 2008 Mar 2017
#> 5 No. of Children aged 9 to 12 months who rec… 204 Apr 2008 Mar 2025
#> 6 Number of Abortions (spontaneous or induced) 204 Apr 2008 Mar 2025
#> 7 Number of Adolescents counselled 204 Apr 2008 Mar 2025
#> 8 Number of Anganwadi centres reported to hav… 108 Apr 2008 Mar 2017
#> 9 Number of ASHAs paid JSY Incentive for deli… 108 Apr 2008 Mar 2017
#> 10 Number of ASHAs paid JSY Incentive for deli… 108 Apr 2008 Mar 2017
#> # ℹ 214 more rows
# District-level indicators
list_indicators(geography = "district")
#> ℹ 845 indicators found.
#> # A tibble: 845 × 4
#> canonical_name n_yearmon first_month last_month
#> <chr> <int> <chr> <chr>
#> 1 Above 10 years to below 19 years 24 Apr 2023 Mar 2025
#> 2 Above 5 years to below 10 years 24 Apr 2023 Mar 2025
#> 3 Adult above >19 years 24 Apr 2023 Mar 2025
#> 4 Age wise total Maternal Deaths, occurred at… 24 Apr 2023 Mar 2025
#> 5 Age wise total number of delivery (Home +In… 24 Apr 2023 Mar 2025
#> 6 Albendazole 400 mg tablet 96 Apr 2017 Mar 2025
#> 7 Amoxycillin (Paediatrics Antibiotics) 24 Apr 2023 Mar 2025
#> 8 Antepartum (Macerated) Still Birth 24 Apr 2023 Mar 2025
#> 9 Average kilometres travelled by all ALS Amb… 24 Apr 2023 Mar 2025
#> 10 Average kilometres travelled by all BLS Amb… 24 Apr 2023 Mar 2025
#> # ℹ 835 more rows