DataCamp vs Shopify

DataCamp and Shopify both appear on the Smoower Developer Ecosystem Index.

Shopify (rank #14) holds a meaningful lead over DataCamp (rank #372) on the overall Smoower ecosystem score (67 vs 42). The gap of 25 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Shopify is clearly ahead of DataCamp. On education (docs, guides and learning material for developers), Shopify is ahead of DataCamp. On community (issue response, PR reviews and discussion health), Shopify is clearly ahead of DataCamp. On reach (how visible the ecosystem is beyond its own repos), Shopify is slightly ahead of DataCamp. On momentum (release cadence and how fast the ecosystem moves), Shopify is clearly ahead of DataCamp.

DataCamp carries 5,838 GitHub stars across 180 public repos, with 3 repositories active in the last 90 days and 0 external contributors on record. Shopify shows 124,714 stars across 1,211 public repos, 75 active in the last 90 days and 87 external contributors. The star gap on its own does not decide the comparison, but Shopify's footprint is roughly 21.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is worth a look for teams already invested in its stack. Shopify looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.