1. In March 2023 Elon Musk announced that Twitter is going to open source the algorithm and its code base to address the concerns of the spread of misinformation and the manipulation of public opinion through in-house censorship.
3. How Twitter Algorithm works for a user?
User actions that are positive: 1. Likes = 30x 2. Retweets = 20x 3. Images or videos = 2x 4. English UI = 0.5x tweet = 0.2x 5. Follows from seeing tweet = 4x 6. Trending topics or news = 1.1x 7. Verified = 1x 8. Good… twitter.com/i/web/status/1…
4. How Twitter Algorithm works for a user?User actions that are negative: 1. Reported tweet is reduced by 700x 2. Multiple hashtags 3. Bad follower to the following ratio, e.g. if you follow 10k people and have 10k followers 4. Only posting URLs 5. Only images
6.… twitter.com/i/web/status/1…
5. 1. Adding images to your Tweets gives it a 2X Boost. 2. Both images and videos lead to a nice 2x boost. 3. external links get you marked as spam. Unless you have enough engagement. 4. Being Muted, Blocked, unfollows, spam reports, and abuse reports downgrade your user… twitter.com/i/web/status/1…
7. Repercussions of engagement
Words with misspellings are considered as an unknown language with a rating of 0.01. Double-checking your spelling is crucial for reaching a wider audience on Twitter, especially if you're not subscribed to Twitter Blue and can't edit your tweets.… twitter.com/i/web/status/1…
8. Twitter's algorithm categorizes users into clusters based on the type of content they regularly post.
The algorithm puts you into a grouping of similar profiles. It uses that to extend tweet reach beyond your followers to similar people. If you do “out of network” content,… twitter.com/i/web/status/1…
9. Twitter has been actively updating and modifying its Algorithm Coding since making it open source 2 months ago. But the most important add-on to the code is one line code snippet for the BLUE TICK OWNERS.
12. Now despite all the claims of the previous censorship regime of Twitter done and dusted. Twitter code reveals that There is an "OutOfNetworkReplyPenalty" THAT WEIGHS 10X MORE THAN THE BOOST TWITTER BLUE ASSIGNS. #Twitter#opensource#code#Github#blueTicktwitter.com/i/web/status/1…
13. Basically the "OutOfNetworkReplyPenalty" makes you VIRTUALLY INVISIBLE even with your Blue Checkmark. It also keeps Retweets from getting any traction, even if Retweeted by large accounts of 100k+ Followers. #Twitter#opensource#code#Github#blueTicktwitter.com/i/web/status/1…
14. In addition to this, there is also Coding for "EarlyBird" and "Blender" Parameters. Blender search can improve or reduce ability of a tweet to be found in search or not found in a search by 3X to 10X. #Twitter#opensource#code#Github#blueTicktwitter.com/i/web/status/1…
The Great Indian Communist Factory - Universities and Academics of India🧵
The latest Delhi University debate on the Syllabus of its M.A. Political Science Course has opened up the Pandora's box one more time.
Let us see how deep the leftist muck is in D.U. Academics!!
1. The Debate
The D.U. Academic council is debating the inclusion of the words like "RSS" and "Jihad" in the syllabus for M.A. Political Science session of 2025 - 26.
2. The Council
The list of D.U. Academic Council includes hard core leftists like Nandini Sundar.
(du.ac.in/uploads/170420…)
Please refer to this thread to understand who is Nalini Sundar wife of "The Wire" Founder Siddharth Varadrajan,
(x.com/vijaygajera/st…)
Meet Tommy Genesis aka Genesis Yasmine Mohanraj
A Vancouver, Canada based rapper
She has done her makeup in the video of one of her songs titled "True Blue" just to show her wokeness towards Hindu culture.
Is it a coincidence?
Not at all
By the way Genesis is bisexual. That sums up her cultural mindset.
VC: @YearOfTheKraken
1. And she tried showing her type of India in this song as some "Freak of India"!!
Audrey Truschke is back with a new book to teach India and Indians about its ancient history🧵
The propaganda to plagiarize and appropriate our truthful history is back with a timeliness dating to 5000 years.
1. The platform
As usual Zia UsIslam from the Hindu arranged for a propaganda interview and The Hindu aptly published Audrey Truschke History propaganda interview!!
So smooth for an anti Hindu anti India newspaper.
2. The Aryan question
As usual Audrey Truschke deftly labelled the very origin of India's human population As "MIGRANTS" by saying that I side stepped word "Aryan" to avoid controversy!!
But her point- Nothing was indigenous to India including it's Vedic culture.
Meet Professor Gali Madhvi Latha
Professor Civil Engineering at IISC Bangalore.
She spent 17 years along with her team to make Chenab river railway bridge a reality and a testament of India's rise.
She traversed these hills on foot and worked like a lone crusader to bring this engineering marvel to life after 17 years.
Dear @iiscbangalore
Please convey our gratitude on the behalf of 1.5 Billion Indias to Professor Gali Madhavi Latha
She is our modern day hero.
Bilal Bin Saqib, head of Pakistan's crypto council, announced on May 28 that the country is moving to establish a strategic Bitcoin reserve using 2000 MW of electricity while Karachi International Airport washrooms have no water😂
Bilal Bin Saqib, the CEO of the Pakistan Crypto Council (PCC), earlier met with Pakistan's "Failed" Marshal Asim Munir.
In April 2025 World Liberty Financial (WLF) a crypto venture 60% owned by Trump’s family (Eric, Don Jr., Jared Kushner) just signed a major deal with Pakistan’s Crypto Council (PCC) to develop a national cryptocurrency.
Operation Kagar - The end of Naxal terrorism in India 1🧵
Black Day for the J.N.U. Leftist teachers and "staying in J.N.U. hostel till 40 years as a student is my birth right" gang of Tukde Tukde activists
Maoist supreme commander and General Secretary Basavaraj with a prize of 1.5 crores on his head, a B.Tech. from NIT Warangal, trained by the LTTE in guerrilla warfare and active for nearly 50 years, was neutralized in a 50-hour-long operation.
He was responsible for the death of 76 paramilitary jawans and more than 30 politicians. He always moved with a 40+ armed security gourds and a laptop.
Waiting for Lutyens gang of human rights Rudalis to start their RR!!
1. Bharat Rashtra Samithi (BRS). Former Chief Minister K Chandrashekar Rao condemned Operation Kagar as ‘state-sponsored violence’ during a May 2 public meeting.
2. The Peace Talks Committee on April 27, appealed to Telangana Chief Minister A Revanth Reddy to take the initiative for peace talks between the Union Government and the Maoists.
Members of the Peace Committee met the Chief Minister at his Jubilee Hills residence and requested him to take the initiative to ensure that the Union government holds peace talks with the Maoists.