For Journalists, Academics & Students · Application Software
Application Software Data for Journalists & Academics
Application software data for journalists academics starts with the Kaggle Play Store Apps CSV (commercial delivery terms 3.0, requested citation included) and StatCounter Global Stats (daily since 2009).
application software statistics for journalism · cited data sources for academic papers · where do journalists find data stories
API, files, or your warehouse. Daily, weekly, or hourly.
Which application-software datasets should journalists and academics use first?
Rank order follows what this persona needs first - provenance and permission - then the 0-10 quality score. The two relevance-3 picks are the teaching and citation workhorses: the Kaggle Play Store panel and StatCounter's usage-share series.
Which of these can you actually cite in a paper or story?
On persistence, 4 of the 15 are static snapshots whose citation value comes from a fixed point in time - 2017 for the Apple App Store 10k file, 2021 for the extended Play Store set - while StatCounter has run continuously since 2009.
How do you fact-check an app-store number before publication?
For deadline fact-checking, five datasets answer within one request cycle.
That cadence matters when a story names a current version number or price.
What should students download for regression and sentiment coursework?
Students get a reproducible pipeline end to end - download the ZIP, note the snapshot date, cite the format the publisher requests.
Straight answers
Where do journalists find data stories about apps and software?
Three beats repeat: usage share, store economics and open source.
How do I verify an app rating or price before publishing?
For Android, check the Play Store web catalog to confirm availability, rating and changelog details on the official store before a figure goes to print.
Which datasets support open-source supply chain research?
Libraries.io Open Source Packages is purpose-built: a commercial delivery terms-SA 4.0 index served over REST with a bulk release archive for dependency and licensing studies.
Rows before rollout
Sample rows from any shelf entry — the field dictionary and coverage notes ride along. If the shelf misses what you need, say so; sourcing requests are half our job.
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