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/bob-ross/

├ README.md

https://datahub.io/fivethirtyeight/bob-ross/_r/-/README.md

├ data/elements-by-episode.csv

https://datahub.io/fivethirtyeight/bob-ross/_r/-/data/elements-by-episode.csv

└ datapackage.json

https://datahub.io/fivethirtyeight/bob-ross/_r/-/datapackage.json

Key Files

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

datapackage.json— metadata & schema

https://datahub.io/fivethirtyeight/bob-ross/_r/-/datapackage.json

README.md— documentation

https://datahub.io/fivethirtyeight/bob-ross/_r/-/README.md

Typical Usage

1. Fetch datapackage.json to inspect schema and resources
2. Download data resources listed in datapackage.json
3. Read README.md for full context

Data Previews

elements-by-episode

Loading data...

Schema

name	type	format
episode	string	default
title	string	default
apple_frame	integer	default
aurora_borealis	integer	default
barn	integer	default
beach	integer	default
boat	integer	default
bridge	integer	default
building	integer	default
bushes	integer	default
cabin	integer	default
cactus	integer	default
circle_frame	integer	default
cirrus	integer	default
cliff	integer	default
clouds	integer	default
conifer	integer	default
cumulus	integer	default
deciduous	integer	default
diane_andre	integer	default
dock	integer	default
double_oval_frame	integer	default
farm	integer	default
fence	integer	default
fire	integer	default
florida_frame	integer	default
flowers	integer	default
fog	integer	default
framed	integer	default
grass	integer	default
guest	integer	default
half_circle_frame	integer	default
half_oval_frame	integer	default
hills	integer	default
lake	integer	default
lakes	integer	default
lighthouse	integer	default
mill	integer	default
moon	integer	default
mountain	integer	default
mountains	integer	default
night	integer	default
ocean	integer	default
oval_frame	integer	default
palm_trees	integer	default
path	integer	default
person	integer	default
portrait	integer	default
rectangle_3d_frame	integer	default
rectangular_frame	integer	default
river	integer	default
rocks	integer	default
seashell_frame	integer	default
snow	integer	default
snowy_mountain	integer	default
split_frame	integer	default
steve_ross	integer	default
structure	integer	default
sun	integer	default
tomb_frame	integer	default
tree	integer	default
trees	integer	default
triple_frame	integer	default
waterfall	integer	default
waves	integer	default
windmill	integer	default
window_frame	integer	default
winter	integer	default
wood_framed	integer	default

Data Files

File	Description	Size	Last modified	Download
elements-by-episode		63.9 kB	about 2 months ago	elements-by-episode

Files	Size	Format	Created	Updated	License	Source
1	63.9 kB	csv		about 2 months ago		FiveThirtyEight - Bob Ross

Bob Ross

This folder contains data behind the story A Statistical Analysis of the Work of Bob Ross.

This dataset was scraped from FiveThirtyEight - bob-ross