This is a dataset made for the purpose of evaluating Text-to-SQL systems for geography-based applications. | |
Currently, we have only released 109 examples of natural_language, sql_query pairs. | |
Steps: | |
1. First, unzip all the .shp files and load them into your postgres database instance. | |
2. Load the text,sql pair from the .csv file into your desired program. | |
3. Generate SQL for the questions using your own LLM and compare the results any way you like. | |
###REQUIREMENTS. | |
1. You need postgres SQL installed with postgis extension enabled. | |
2. You need to have tiger geocoder enabled only for Florida state. | |
i.e., the geocoding done in this dataset is only on addresses from the Florida state. | |
For more information on installing tiger geocoder, see the book Postgis in Action by R. Obe, L. Hsu | |
Chapter 10: PostGIS TIGER geocoder | |
Copyright | |
reAlpha Tech Corp, 2024 | |
Made by: | |
ML Team, Naamche | |