seodata.dev

keyword

spark tutorials for beginners

Monthly search volume and cost-per-click data for "spark tutorials for beginners" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=spark+tutorials+for+beginners&country=us" +--------------+------------------+ | volume | 30 | | cpc | $0 | | competition | 0.22 | | country | US | | updated | 2026-05-30 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
learn spark 1,000 $6.3 13/20
spark tutorials 720 $2.32 11/20
tutorial apache spark 720 $2.71 11/20
tutorial spark 720 $2.71 11/20
apache spark tutorial 590 $3.93 12/20
tutorial on spark 590 $7.62 12/20
learn apache spark 140 $8.46 13/20
apache spark tutorial for beginners 40 $0 15/20
spark tutorial for beginners 40 $0 13/20
spark beginner tutorial 30 $0 14/20

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/keyword?q=spark+tutorials+for+beginners&country=us" 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