{"part":"task","text":"# Datasets\nPass a dataset's id as the `dataset` argument.\n{\n \"id\": \"rickard_incumbents\",\n \"rows\": 1890,\n \"description\": \"The dataset tracks municipalities in Spain across multiple election cycles to study the effect of local offshoring events on incumbent vote shares. Offshoring events were identified using corporate balance sheet databases, prior academic compilations, media reports, and public restructuring monitors. Each event was verified through at least two independent sources to ensure accuracy. For every confirmed event, the exact plant location and the number of jobs lost were recorded. These events were then matched with municipality-level election results to capture changes in incumbent party vote shares across elections. Additional contextual variables, such as population, unemployment, and economic growth, were obtained from official regional statistical agencies.\\n\\nData variables:\\ncodi: Municipality code\\nyear: Election year\\nspp: Incumbent party vote share (%)\\npostp: Post-treatment period indicator\\ntreatment_postp: Treatment _ Post period indicator\\nintensity_postp: Number of jobs lost due to offshoring\\npop_thou: Population in thousands\\nurate: Local unemployment rate (%)\\nyrrate: Local economic growth rate (%)\",\n \"columns\": {\n  \"codi\": \"int64\",\n  \"year\": \"float64\",\n  \"spp\": \"float64\",\n  \"postp\": \"float64\",\n  \"treatment_postp\": \"float64\",\n  \"intensity_postp\": \"float64\",\n  \"yrrate\": \"float64\",\n  \"pop_thou\": \"float64\",\n  \"urate\": \"float64\"\n }\n}"}