How do you take these figures into your own work?

Tools for citing and querying the figures

Every figure on the Observatory is free to quote with attribution. These take them further: into a report of your own, or into your own queries. Both work from the published statistics only, and every figure keeps its date, population and source.

Report builderWhich figures does your report need?Pick published Observatory figures and charts, put them in order, add your own notes, and print or save the report as a PDF. Every figure keeps its date, population and source.Open Statistics as ParquetWant to query the figures yourself?Every published statistic, with its date, population, source and method, in one file that DuckDB, pandas or Spark reads as it is. The query at the foot of this page reads it.Download

Query these statistics directly

Every figure on this page is served as Parquet. Same format as the corpus itself.

SELECT * FROM read_parquet('https://observatory.datazag.com/observatory_statistics.parquet');