Map of slums in Bengaluru. Disclaimer - " The slum data represented on this map is a representation using the data available in the research paper titled - "Identifying a Slums’ Degree of Deprivation from VHR Images Using Convolutional Neural Networks". The data uploaded provides an approximate location and not the exact boundary. For more details refer to https://www.mdpi.com/2072-4292/11/11/1282"

Lokayuktha report on corruption in road contracts in Bengaluru. More details: https://www.thenewsminute.com/article/how-kickback-bengaluru-road-contracts-work-step-step-guide-168358

Ground water depth in Bengaluru

Reports, documents and data from Karnataka Urban Infrastructure Development and Finance Corporation (http://www.kuidfc.com) Includes: Comprehensive Traffic and Transportation Plan for Bengaluru, 2011 Karnataka Urban Water Supply Modernization Project - Resettlement Policy And Framework, 2014

Report on the status of civic issues in Mumbai is a report from Praja. The issues focus on the following: Water, sewerage, solid waste management, toilets and air quality.

Climate Resilient Cities - Assessing differential vulnerability to climate hazards in urban India is a report from WRI India. It is authored by: Lubaina Rangwala, Sudeshna Chatterjee, Avni Agarwal, Bhanu Khanna, Ike Uri, Bina Shetty, Raj Bhagat Palanichamy, and Ananya Ramesh.

Study of Anganwadis in 5 districts of Karnataka is a study by the following organisations: ESP Vijayapura Unit headed by Teyol Machado SJ 1. Center for Non-Formal Education, Vijayapura 2. Nava Sannidhya, Vijayapura 3. Sangama CIRD, Sindagi 4. Nirmalalaya, Almel 5. JMJ, Devara Hipparagi 6. Deepalaya, Indi 7. Sevasadan, Muddebihal 8. Snehasadan, Kanakal ESP Mundgod Unit headed by Jerald D Souza SJ 9. Loyola Vikas Kendra, Mundgod 10. Loyola Vikas Kendera, Hangal 11. Jyothi, Mundgod 12. Roshni, Hangal 13. Holy Cross, Mainalli ESP Manvi Unit headed by Don Prem Lobo SJ 14. Loyola Center for Social Action, Manvi 15. Vimukthi Charitable Trust, Pothnal 16. Janodaya, Manvi 17. CIRW, Anekal

Results of the Swachh Survekshan (SS) results. This survey ranks cities by their scores in garbage collection and management.