Where the smoke stays: crop fires by district and month (Chapter 4) Public Economics for Developing Countries, Chapter 4, Data problem 19. SOURCE. One CSV file summed from the cell-month panel in the replication package of Dipoppa, Gemma, and Saad Gulzar. 2024. "Bureaucrat Incentives Reduce Crop Burning and Child Mortality in South Asia." Nature 634: 1125-1131. doi:10.1038/s41586-024-08046-z. Package: Code Ocean, doi:10.24433/CO.6383087.v1 (data CC0). File used: data_2012_2022_downup.dta. Cite the article, not this pack. The cells are summed by district, month and smoke group; no value is changed. ROWS. 48,890 rows: one for each district, month (September 2012 to August 2022), and smoke group, for Pakistan's Punjab and five Indian states and territories (Punjab, Haryana, Uttar Pradesh, Delhi, Bihar). COLUMNS country India or Pakistan province Punjab (Pakistan), Punjab (India), Haryana, Uttar Pradesh, Delhi, Bihar district district name (two names repeat; group by distr_id) distr_id district identifier (207 districts, 36 in Pakistan's Punjab) year, month calendar year and month of the fires smoke_stays 1 = the cells whose smoke the month's usual wind carries mostly over their own district; 0 = mostly out of it (the authors' downup_dummy) fires satellite fire detections in those cells that month cells number of cell-months summed (cells are small squares of land) mean_fires fires / cells CHECK VALUES 48,890 rows; 207 districts; 17,979,600 cell-months; 2,121,263 fires. Fires per cell-month, all rows: smoke stays 0.1116, smoke leaves 0.1245. Pakistan's Punjab, October and November: stays 0.1484, leaves 0.1240.