HADOXRESEARCH LABS

EVIDENCE FILE / 04

PUBLIC PROGRAMS / CDMX / 2022

PILARES graph model.

Program activity transformed into a queryable network of people, places and participation.

PILARES graph data science model infographic
USERS172,825
ACTIVITIES1.3 million
NODES300+
CLIENTS IN SOURCESECTEI / CDMX

From records to relationships

Flat administrative tables can count activity but often hide the structure of participation. The graph model connected users, centers, activities and time, creating a basis for questions about reach, overlap, continuity and local patterns.

Decision value

01A shared entity model for a large, distributed public program.
02Decision-ready queries instead of one-off spreadsheet analysis.
03Visibility into relationships across 300+ program nodes.
04A reusable analytical base for subsequent program questions.

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