[{"id":"poverty","name":"Poverty incidence among families","unit":"%","source":"PSA OpenStat 1E/FY Table 1a","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__1E__FY/","definition":"Share of families whose per-capita income falls below the official poverty threshold for their province, as published by the PSA in Table 1a of the Full-Year Official Poverty Statistics.","vintage":"PSA Full-Year anchors at 2018, 2021, 2023. Years between anchors are linearly interpolated; years before 2018 and after 2023 hold constant. Maguindanao published as the pre-2022-split unit. NCR is the regional aggregate (not a province). Each survey year carries PSA's published 95% confidence interval and coefficient of variation; estimates with CV above 30% are flagged as imprecise.","log_natural":false,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2018,2021,2023],"has_ci":true,"cv_unreliable_above":30},{"id":"subsistence_incidence","name":"Subsistence incidence among families","unit":"%","source":"PSA OpenStat 1E/FY Table 3a","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__1E__FY/","definition":"Share of families whose per-capita income falls below the official food (subsistence) threshold for their province, as published by the PSA in Table 3a of the Full-Year Official Poverty Statistics. These are families who cannot afford even a basic nutritionally-adequate diet, so the rate is always lower than poverty incidence.","vintage":"PSA Full-Year anchors at 2018, 2021, 2023. Years between anchors are linearly interpolated; years before 2018 and after 2023 hold constant. Maguindanao published as the pre-2022-split unit. NCR is the regional aggregate (not a province). Each survey year carries PSA's published 95% confidence interval and coefficient of variation; estimates with CV above 30% are flagged as imprecise.","log_natural":false,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2018,2021,2023],"has_ci":true,"cv_unreliable_above":30},{"id":"dpwh_spend_per_capita","name":"DPWH spend per capita","unit":"PHP per person per year","source":"PhilGEPS awards (DPWH subset) / PSA 2020 Census population","source_url":"https://github.com/csiiiv/philgeps-awards-dashboard","definition":"Sum of every PhilGEPS contract awarded to the Department of Public Works and Highways that can be tied to a single province, divided by the 2020 Census whole-province population (HUCs rolled in).","vintage":"DPWH-tagged awards 2014-2024, summed per province per year, divided by 2020 Census whole-province population (HUCs rolled into parents). About 20% of DPWH award value (multi-province + null area_of_delivery + 'Independent City' bucket) cannot be attributed to a single province and is excluded. Province-years with implausibly low per-capita (< PHP 100/cap) are dropped as coverage gaps. Each row carries both 'value' (nominal PHP) and 'value_real' (deflated to PHP 2018 using PSA national CPI annual averages).","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"can_deflate":true},{"id":"all_spend_per_capita","name":"All PhilGEPS spend per capita","unit":"PHP per person per year","source":"PhilGEPS awards (all agencies) / PSA 2020 Census population","source_url":"https://github.com/csiiiv/philgeps-awards-dashboard","definition":"Sum of every PhilGEPS award (any agency) attributable to a single province via area_of_delivery, divided by the 2020 Census whole-province population. Excludes about 20 percent of total award value where no province tag is available.","vintage":"Every PhilGEPS award 2014-2024 attributable to a single province via area_of_delivery, summed and divided by 2020 Census whole-province population. About 20% of total award value carries no usable province tag and is excluded. Each row carries both 'value' (nominal PHP) and 'value_real' (deflated to PHP 2018 using PSA national CPI).","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"can_deflate":true},{"id":"gdp_per_capita","name":"Per capita GDP","unit":"PHP per person per year (constant 2018 prices)","source":"PSA OpenStat 2A/PPA/2025 Table 9 (Per Capita GDP, constant 2018 prices)","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__2A__PPA/","definition":"Total provincial economic output divided by population, expressed in PHP at constant 2018 prices so values across years are directly comparable without an inflation adjustment.","vintage":"PSA province-level estimates, 2022, 2023, 2024. Already at constant 2018 prices. HUCs are published as separate rows (Cebu City, Davao City, etc.) and are NOT rolled into parent provinces here; the chart uses PSA's province-level value as published, so Cebu shows province-without-HUC GDP per capita. Maguindanao is split into del Norte / del Sur since 2022 and is omitted here for consistency with the rest of the panel.","log_natural":true,"panel_years":[2022,2023,2024],"anchor_years":[2022,2023,2024],"can_deflate":false,"coverage_label":"PSA publishes provincial GDP from 2022 only (3 years)."},{"id":"doh_spend_per_capita","name":"DOH spend per capita","unit":"PHP per person per year","source":"PhilGEPS awards (Department of Health subset) / PSA 2020 Census","source_url":"https://github.com/csiiiv/philgeps-awards-dashboard","definition":"Sum of every PhilGEPS contract awarded to the Department of Health that can be tied to a single province, divided by the 2020 Census whole-province population.","vintage":"DOH-tagged awards 2014-2024, summed per province per year. Coverage varies sharply year-on-year because DOH centralizes many procurements and tags area_of_delivery inconsistently.","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"can_deflate":true},{"id":"infra_spend_per_capita","name":"Infra spend per capita","unit":"PHP per person per year","source":"PhilGEPS awards (construction/road/bridge/flood keywords) / PSA Census","source_url":"https://github.com/csiiiv/philgeps-awards-dashboard","definition":"Sum of every PhilGEPS contract whose title or category contains an infra keyword (construction, road, bridge, flood, drainage, highway, concreting, asphalt, rehabilitation), per capita.","vintage":"Free-text keyword filter on award_title, notice_title, and business_category, 2014-2024. Picks up LGU-executed infra that DPWH alone misses. Some over-tagging on rehabilitation (e.g. IT systems) is unavoidable.","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"can_deflate":true},{"id":"dpwh_share_pct","name":"DPWH share of all spend","unit":"%","source":"Derived from dpwh_spend_per_capita / all_spend_per_capita","source_url":"","definition":"Percent of total province-attributable PhilGEPS spend that came from DPWH in a given year. High share means roads dominate the contracting mix in that province.","vintage":"Computed as dpwh / all_spend * 100 per province per year. Capped at 100 percent for numerical safety.","log_natural":false,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024]},{"id":"population","name":"Population (2020 Census)","unit":"people","source":"PSA 2020 Census of Population and Housing","source_url":"https://psa.gov.ph/population-and-housing","definition":"Whole-province population from the 2020 Census, including Highly Urbanized Cities rolled into their geographic parent province. NCR is reported as the regional aggregate (16 cities).","vintage":"Single 2020 snapshot, repeated across the panel so the picker can plot it against year-varying indicators.","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2020],"static_snapshot":true,"snapshot_label":"2020 Census only. Does not vary by year."},{"id":"poverty_change_pp","name":"Poverty change 2018 to 2023 (pp)","unit":"percentage points","source":"Derived from PSA 1E/FY Table 1a anchors","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__1E__FY/","definition":"Province-level poverty incidence in 2023 minus the same measure in 2018. Negative means poverty fell. Constant across panel years.","vintage":"Computed once from the two PSA anchor years, then repeated across the panel so it pairs with year-varying X indicators.","log_natural":false,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2018,2023],"static_snapshot":true,"snapshot_label":"2018-to-2023 change. A single value, not a yearly series."},{"id":"cpi_yoy_pct","name":"National inflation (CPI year-on-year)","unit":"%","source":"Derived from PSA OpenStat 2M/PI/CPI/2018NEW","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__2M__PI__CPI/","definition":"Year-on-year change in the national CPI all-items index, 2018=100. National series only; the bubble picker hides this indicator because it has no per-province variation.","vintage":"(cpi_year - cpi_prev) / cpi_prev * 100. Series starts in 2019 since year-prior is required.","log_natural":false,"panel_years":[2019,2020,2021,2022,2023,2024,2025],"anchor_years":[2019,2020,2021,2022,2023,2024,2025],"national_only":true},{"id":"dpwh_spend_per_capita_cum","name":"Cumulative DPWH spend per capita 2014-2023","unit":"PHP per person (cumulative, nominal)","source":"PhilGEPS awards (DPWH subset) / PSA 2020 Census population","source_url":"https://github.com/csiiiv/philgeps-awards-dashboard","definition":"Sum of annual nominal DPWH spend per capita over 2014-2023 (ten years). Represents the total PhilGEPS-tracked road and infrastructure commitment per person that could be attributed to a single province over the decade preceding the 2023 PSA poverty survey.","vintage":"Summed from dpwh_spend_per_capita annual rows 2014-2023 (nominal PHP). Nominal, not real, because CPI deflation before 2018 requires backward extrapolation. Province-years dropped as coverage gaps (< PHP 100/cap) contribute 0 to the cumulative, so values are conservative lower bounds. Constant across panel years (single window, not rolling).","log_natural":true,"panel_years":[2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"anchor_years":[2023],"can_deflate":false,"static_snapshot":true,"snapshot_label":"Cumulative 2014-2023. A single value per province, not a yearly series."},{"id":"region_cpi_yoy_pct","name":"Regional inflation (CPI year-on-year)","unit":"%","source":"Derived from PSA OpenStat 2M/PI/CPI/2018NEW, regional rows","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__2M__PI__CPI/","definition":"Year-on-year change in each region's all-items CPI annual average, 2018=100. PSA publishes CPI by region, not province, so this indicator runs on the 18 official regions.","vintage":"(cpi_year - cpi_prev) / cpi_prev * 100 per region, consecutive years only. The series starts in 2019 (the 2018-based index needs a year-prior) and excludes the in-progress calendar year, whose running annual average would read as a fake full-year print.","log_natural":false,"panel_years":[2019,2020,2021,2022,2023,2024,2025],"anchor_years":[2019,2020,2021,2022,2023,2024,2025],"unit_set":"regions","coverage_label":"Regional grain: PSA publishes CPI by region, so this view has 18 units instead of the 82 provincial units elsewhere on the site."},{"id":"region_poverty","name":"Poverty incidence among families (regional)","unit":"%","source":"PSA OpenStat 1E/FY Table 1a, regional rows","source_url":"https://openstat.psa.gov.ph/PXWeb/pxweb/en/DB/DB__1E__FY/","definition":"Share of families below the official poverty threshold, as PSA publishes it for each of the 18 regions in Table 1a. These are PSA's own regional estimates (full survey design), not an average of the provincial rows.","vintage":"PSA Full-Year anchors at 2018, 2021, 2023; survey years only, no interpolation at the regional grain. Each year carries PSA's published 95% confidence interval and coefficient of variation.","log_natural":false,"panel_years":[2018,2021,2023],"anchor_years":[2018,2021,2023],"has_ci":true,"cv_unreliable_above":30,"unit_set":"regions"}]