Public Data

Social Infrastructure Atlas

A catalogue of maps showing the availability and quality of social infrastructure—schools, hospitals, Anganwadi Centres, open spaces—across Ahmedabad, designed to help identify priority areas for resource allocation in health and education.

Analysing Public Grievances for Ahmedabad Smart City

Ahmedabad Smart City collects data on thousands of public grievances weekly — from clogged drains and broken streetlights to waste collection delays and water quality issues. Yet this data was sitting largely unused, with senior officials lacking visibility into ward-level patterns. We worked with this grievance data to generate weekly actionable insights at ward and zone levels, helping municipal officials identify infrastructure hotspots and prioritise responses across the city.

Analysing the state government’s response to the COVID-19 pandemic: Case of Mid Day Meals

When India went into lockdown in March 2020, schools were temporarily closed and mid-day meal programs stopped — affecting 11.6 crore children who depend on these meals for their nutritional needs. The Supreme Court directed states to formulate plans for providing meals during the pandemic. We conducted a systematic study across 13 states to understand how state governments responded, analysing the guidelines, orders, and measures they announced between March and September 2020.

Understanding and Addressing Knowledge Gaps for Ward Councillors

Ward councillors are our most local elected representatives in urban areas, yet we know remarkably little about how they work. We embarked on a three-year participatory action-research project with ward councillors in Ahmedabad to understand how they access information and make decisions in their wards. We identified two kinds of information gaps – Knowledge about their work, and Information needed to do this work. Working closely with councillors, we co-created practical tools and resources to support their work — from handbooks and budget analyses to ward profiles and educational videos.

Assessing a Citizen Disaster Reporting Platform

What does it mean for a citizen disaster reporting platform to run for a decade? How do you measure impact — not just in numbers, but in the small and big ways it transforms disaster response? With these questions, we embarked on a qualitative assessment of two citizen disaster reporting platforms — PetaBencana in Indonesia and MapaKalamidad in the Philippines. Little did we know about the stories of transformation we would uncover: from panic to agency, from helplessness to empowerment. It was a double-thank-you moment — for me, it was deeply moving; for the team, it was reassurance to believe in what they were doing.

Making Cities in Gujarat Data Smart and Data Inclusive

This policy brief draws on 150+ RTI requests and field visits to ward, zone, and central offices of Ahmedabad Municipal Corporation, part of a larger project on understanding ward councillors’ information needs.

Analysing Expenditure from Discretionary Budget of Ward Councillors

This report analyses how ward councillors of AhmedaThis policy brief draws on 150+ RTI requests and field visits to ward, zone, and central offices of Ahmedabad Municipal Corporation, part of a larger project on understanding ward councillors’ information needs.bad Municipal Corporation utilised their annual discretionary (’personal’) budgets. It is part of a larger study on councillors’ information needs.