A multi-panel visualisation was built to examine the NFC award across ten key sectors.
The dashboard combined heatmaps, ring (donut) charts, radar plots, histograms, bars, bubbles, box, violin, and area charts to bring out the structure, balance, and disparities in the fiscal data.
Read cautiously, the visual pattern is politically devastating. Punjab rises from the high-forties around 2002 to the high-sixties by 2026. Khyber Pakhtunkhwa excluding merged areas rises from the high-thirties to the upper-fifties, although the chart contains a visible discontinuity around 2020 that requires checking against survey coverage and definitions before it is narrated as a real social collapse. Balochistan improves unevenly, with a long decline followed by a sharp recovery. Sindh rises rapidly to roughly 60 percent around 2011–12, falls sharply toward the mid-fifties and only partly recovers to about 58 percent by 2026. Pakistan overall climbs from roughly 45 percent to approximately 63 percent, with visibly slower progress after the early years.
| Geography | Approximate visual direction, 2002–2026 | Responsible interpretation |
|---|---|---|
| Sindh | About 46% to about 58%; peak near 60%, followed by decline and partial recovery | Long-run improvement, but conspicuous post-2011 stagnation; provincial average conceals Karachi–rural and gender gaps |
| Punjab | About 47% to about 68% | Strongest sustained rise in the displayed series; still not proof of a particular party or governance model |
| KP, excluding merged areas | About 38% to about 58% | Material progress despite conflict-related pressures; survey discontinuity around 2020 must be treated carefully |
| Balochistan | About 36% to about 49% | Highly uneven trajectory; small changes in survey composition may strongly affect estimates |
| Pakistan | About 45% to about 63% | National improvement, but averages conceal geography, gender, poverty and learning quality |
Evidence note: These values are approximate readings of the displayed PBS/HIES trend charts, not a substitute for downloading the underlying series. The dashboard identifies the indicator as literacy among persons aged ten and above. Any claim that the Eighteenth Amendment caused the observed slowdown would require much more than a before-and-after line: consistent survey methodology, district-level panels, spending composition, enrolment and learning outcomes, demographic change, conflict and displacement, floods, school access, household income and governance variables.
