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Sunday, 2 April 2023

[New post] TWEET LIST: Here’s Twitter’s algorithm

Site logo image Dan Slee posted: " There's been no denying there has been changes at Twitter since Elon Musk took over. This week, Twitter's changes to reward subscribers come into effect. Where once the platform was a democratic real-time platform you could speak to famous people " Dan Slee

TWEET LIST: Here's Twitter's algorithm

Dan Slee

Apr 2

There's been no denying there has been changes at Twitter since Elon Musk took over.

This week, Twitter's changes to reward subscribers come into effect. Where once the platform was a democratic real-time platform you could speak to famous people directly its morphed into something else.

I've blogged here on whether or not its worth paying for better access. But in the meantime here's excerpts from a thread that analyses what algorithm now looks like.

Twitter revealed its algorithm to the world.

But what does it mean for you?

I spent the evening analyzing it.

Here's what you need to know:

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

1. Likes, then retweets, then replies

Here's the ranking parameters:

• Each like gets a 30x boost
• Each retweet a 20x
• Each reply only 1x

It's much more impactful to earn likes and retweets than replies. pic.twitter.com/hwpriLgEXj

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

3. Links hurt, unless you have enough engagement

Generally external links get you marked as spam.

Unless you have enough engagement. pic.twitter.com/5BNbb4YvGJ

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

4. Mutes & unfollows hurt

All of the following hurt your engagement:

• Mutes
• Blocks
• Unfollows
• Spam reports
• Abuse reports pic.twitter.com/Viq19WGgg0

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

5. Blue extends reach

Paying the monthly fee gets you a healthy boost. pic.twitter.com/LTfRkaI31q

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

6. Misinformation is highly down-ranked

Anything that is categorized as misinformation gets the rug pulled out from under it.

Surprisingly, so are posts about Ukraine. pic.twitter.com/MgLUOmDbSZ

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

7. You are clustered into a group

The algorithm puts you into a grouping of similar profiles.

It uses that to extend tweet reach beyond your followers to similar people. pic.twitter.com/haxusclXhM

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

9. Making up words or misspelling hurts

Words that are identified as "unknown language" are given 0.01, which is a huge penalty.

Anything under 1 is bad.

This is really bad. pic.twitter.com/Bnb9ucpP2r

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

10. Followers, engagement & user data are the three data points

If you take away anything, remember this - the models take in 3 inputs:

• Likes, retweets, replies: engagement data
• Mutes, unfollows, spam reports: user data
• Who follows you: the follower graph pic.twitter.com/0hFaQenqDx

— Aakash Gupta πŸš€ Product Growth Guy (@aakashg0) April 1, 2023

There you go.

Act accordingly.

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at April 02, 2023
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