keyword

data science from scratch first principles with python joel grus

Monthly search volume and cost-per-click data for "data science from scratch first principles with python joel grus" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=data-science-from-scratch-first-principles-with-python-joel-grus" +--------------+------------------+ | volume | 40 | | cpc | $0.87 | | competition | 0.47 | | country | US | | updated | 2026-03-30 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
data science scratch	590	$1.03	8/20
data science from scratch joel grus	480	$2.29	11/20
joel grus data science from scratch	480	$2.29	10/20
data science from scratch	480	$2.29	8/20
data science from scratch first principles with python	140	$2.36	13/20
data science from scratch: first principles with python	110	$5.42	7/20
data science from scratch by joel grus	50	$0.27	13/20
joel grus data science from scratch first principles with python	40	$0.37	16/20
data science from scratch 2nd edition	30	$10.17	5/20
python data science from scratch	20	$13.29	5/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://app.seodata.dev/v1/search-volume?q=data-science-from-scratch-first-principles-with-python-joel-grus" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt