Elena Rossini 🌈 (@_elena@mastodon.social)

siwek (@siwek@social.tooinconsistent.com)

@_elena@mastodon.social It seems they are calculating "engagement" which I'm assuming is likes + reposts + comments and then show it as number of comments.

Elena Rossini 🌈 (@_elena@mastodon.social)

SCOOP: #WSocial is doctoring metrics on its homepage, inflating the number of comments on posts by prominent people on its network. I suppose a more accurate tagline for them should be "Trust your feed?" My article about it: "W Social, Fictional Metrics and the Beauty of Open Data" 🔗 : https://blog.elenarossini.com/w-social-fictional-metrics-and-the-beauty-of-open-data/ #blog #BigTech #EUBigTech #TEP #TrustedEuropeanPlatforms #TrustYourFeed

W Social, Fictional Metrics and the Beauty of Open Data

W Social's tagline is "Trust Your Feed" but the company's landing page displays inflated engagement metrics - a misrepresentation that contradicts its own promise.

W Social: Hello World!

Hello World! 🙂 This category is for discussing W Social, a new member on the AT-protocol federation. Launched in conjunction with the World Economic Forum in Davos on January 19, 2026, the project has sparked a lot of praise, interest, rumors and slander. In fact, our social media monitoring console registered 1 billion post views (across all the main social media) for posts mentioning #wsocial within the first week. As I write this, W Social is not yet open for business. There i...

Elena Rossini 🌈 (@_elena@mastodon.social)

Attached: 1 image 📝 #WSocial state of the network - Friday July 10th 📣 for those who are curious about it, considering the enthusiastic endorsement by prestigious European institutions #OpenData allows me to crunch numbers. On day 23 since its beta launch in Brussels, W Social has 11291 accounts: - 469 new users since yesterday - 899 users have published one or more posts - 72 new users posting since yesterday - 92% have never* published a single post *may be related to #WIdentity and its 13-step process

BlueSky Social Profile Statistics

BlueSky Social Profile Statistics

Bluesky Post Analyzer

Analyze Bluesky posts with detailed stats - track likes, reposts, replies, and quotes. View engagement timelines, user interactions, and performance metrics.

Elena Rossini 🌈 (@_elena@mastodon.social)

📝 #WSocial state of the network 📣 for those who are curious about it, considering the enthusiastic endorsement by prestigious European institutions. #OpenData allows me to crunch numbers (information about Bluesky PDSs is readily available). On day 18 since its beta launch in Brussels, W Social has 7935 accounts: - 90,5% have never* published a single post - 82,2% have 0 followers - 78% follow 0 accounts (may be related to #WIdentity and its 13-step process) LMK if you find this useful

Bluesky feed engagement — image-count analysis

The left chart tiers authors by actual follower count (at analysis time). The right chart tiers authors by median likes per post — a proxy for effective reach. Interesting divergence: under the follower definition, medium-size accounts show no 4-img penalty; under median-engagement, the pattern is different.

Emoji Stats for Bluesky 🦋

Live counters and stats on emoji usage on Bluesky, broken down by language.

Emoji Stats for Bluesky 🦋

Live counters and stats on emoji usage on Bluesky, broken down by language.

sweetbeex/bsky-photo-number-analyses

Statistical analysis of Bluesky posts, before app changed multi-photo presentation from grids to carousels. Looking specifically at image count vs post engagement on posts with images of people.