Updated

Librarians

API Access

Access dataset files directly from scripts, code, or AI agents.

Browse dataset files
Dataset Files

Each file has a stable URL (r-link) that you can use directly in scripts, apps, or AI agents. These URLs are permanent and safe to hardcode.

/fivethirtyeight/librarians/
https://datahub.io/fivethirtyeight/librarians/_r/-/README.md
https://datahub.io/fivethirtyeight/librarians/_r/-/data/librarians-by-msa.csv
https://datahub.io/fivethirtyeight/librarians/_r/-/datapackage.json
Key Files

Start with these files — they give you everything you need to understand and access the dataset.

datapackage.jsonmetadata & schema
https://datahub.io/fivethirtyeight/librarians/_r/-/datapackage.json
README.mddocumentation
https://datahub.io/fivethirtyeight/librarians/_r/-/README.md
Typical Usage
  1. 1. Fetch datapackage.json to inspect schema and resources
  2. 2. Download data resources listed in datapackage.json
  3. 3. Read README.md for full context

Data Previews

librarians-by-msa

Loading data...

Schema

nametypeformat
prim_statestringdefault
area_namestringdefault
tot_empstringdefault
emp_prseintegerdefault
jobs_1000numberdefault
loc_quotientnumberdefault

Data Files

FileDescriptionSizeLast modifiedDownload
librarians-by-msa
16.3 kBabout 2 months ago
librarians-by-msa
FilesSizeFormatCreatedUpdatedLicenseSource
116.3 kBcsvabout 2 months agoFiveThirtyEight - Librarians