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All figures are computed from public data (PSA OpenStat, PhilGEPS, PSA
Census). Correlation, not causation; spend is contract awards, not verified disbursement.
Eleven years, five trillion in roads. Did poverty improve?
DPWH spend per capita against poverty incidence. 81 provinces and Metro Manila. 2014 to 2024. Hit play, or use the arrow keys.
<iframe src="https://dataviz.ph/#story=spend-vs-poverty&embed=1" width="800" height="560" style="border:0;width:100%;max-width:800px;aspect-ratio:800/560" loading="lazy" title="dataviz.ph: Eleven years, five trillion in roads. Did poverty improve?"></iframe>
All government spending. Does it reach the poor?
Every province-attributable PhilGEPS contract per capita against poverty incidence. 81 provinces and Metro Manila, 2014 to 2024. Scrub the years.
<iframe src="https://dataviz.ph/#story=all-spend-vs-poverty&embed=1" width="800" height="560" style="border:0;width:100%;max-width:800px;aspect-ratio:800/560" loading="lazy" title="dataviz.ph: All government spending. Does it reach the poor?"></iframe>
Does spending follow wealth, or chase poverty?
81 provinces and Metro Manila. 2022 to 2024. All government contracts per capita against per-capita GDP.
<iframe src="https://dataviz.ph/#story=all-spend-vs-gdp&embed=1" width="800" height="560" style="border:0;width:100%;max-width:800px;aspect-ratio:800/560" loading="lazy" title="dataviz.ph: Does spending follow wealth, or chase poverty?"></iframe>
Wealthier provinces, lower poverty?
Per capita GDP (constant 2018 PHP) against poverty incidence. Three years of PSA province data, 2022 to 2024.
Cumulative DPWH spend per capita over 2014-2023 against the change in poverty incidence from 2018 to 2023. One snapshot, 81 provinces and Metro Manila.
<iframe src="https://dataviz.ph/#story=spend-vs-poverty-change&embed=1" width="800" height="560" style="border:0;width:100%;max-width:800px;aspect-ratio:800/560" loading="lazy" title="dataviz.ph: More road spending, more poverty reduction?"></iframe>
Where prices rise fastest, who already lives poor?
Regional CPI inflation (year-on-year) against poverty incidence. PSA publishes CPI by region, not province, so this story drops from the 82 provincial units used elsewhere to 18 regions. PSA survey years 2021 and 2023.
<iframe src="https://dataviz.ph/#story=inflation-vs-poverty&embed=1" width="800" height="560" style="border:0;width:100%;max-width:800px;aspect-ratio:800/560" loading="lazy" title="dataviz.ph: Where prices rise fastest, who already lives poor?"></iframe>
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