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 Meltdown of Anti Hindu Politicians for Upcoming elections🧵
Have you seen it that how much appeasement is being done openly for a Samuday Vishesh to divide hindus and seek the votes in upcoming Vidhansabha elections?
Let's check the great meltdown of INDI Alliance.
1. The Anti Hindu agenda of undermining everything Hindu
2. We will take every benefit but we will not vote for you. Just see the number of black tents in the line for Ladli Bahan Yojna in Maharashtra.
Gems of Nehruvian Legacy and the murder of the Hindus of Bharat 🧵
When you look at the below picture, Can you infer who did more damage to the Hindus and Hindu culture of Bharat?
OfCourse the self-proclaimed SPIRITUAL SON of Mohandas Karamchand Gandhi known as Jawahar Lal Nehru.
Read on.............
1. Nehru openly stated that India will never be a Hindu state under his regime.
So much hate he had for everything Hindu!!
2. In 1960 when state Organization was being carried out, Nehru openly placate South Indian politicians that Hindi will not be a national language and English will remain in force as medium of communication.
Going by her deeds, Rana Ayyub is the most iconic investigative journalism when it comes to the "WHAT NOT TO DO UNDER FRAUDULENT JOURNALISM".
Here is part 2 to explain why you shall believe every word she says against India because that is exactly what you shall crosscheck and debunk with your own research and social awareness to bust her propaganda.
Read on........
1. The Clown show
If you want to check for Rana Ayyub's iconic sense of truth in her journalism and her love for India, check this video.
Rana Ayub is posting relentlessly for last two days that a X Handle (:Hphobiawatch) posted her WhatsApp number on X.
Lets see how all the worms came out of the can to support Rana Ayub.............
1. The Paid Clown
Edward Luce is very concerned about Rana Ayub's plight, and he is the same person who interviewed Rahul Gandhi at Georgetown University in Sept 2024.
2. The Den of Worms
The Committee to Protect Journalists suddenly wakes up and sorts painting Rana Ayub as some sort of victim of the Indian State.
#USAElection2024 and Information Censorship Complex
- A relook at Twitter Censorship and 2020 Elections 🧵
Do you remember Vijaya Gade and her Twitter information Censorship Saga in collusion with Joe Biden Govt.
Let's revisit this story to understand How Power is abused by the Powerful people...!!
1. TWITTER, WSGR, MACGILLIVRAY & WHITE HOUSE
There are six parts to this complex matrix.
1. Twitter, its censorship policies and the application and enforcement
2. Wilson Sonsini Goodrich & Rosati [WSGR] an international law firm with over 1,000 attorneys representing many of the world's largest corporations, as a hub with spokes running to critically positioned individuals that is suggestive of WSGR as an interface for political control and influence across a wide array of Big Tech and geopolitical domains.
For the Biden Administration and who served the Obama White House similarly.
3. Alexander Macgillivray as a WSGR product who serves in the critical position of Principal Deputy U.S. Chief Technology Officer
4-Vijaya Gadde as a WSGR product who was installed by Macgillivray at Twitter when Macgillivray served as Twitter's General Counsel and where Gadde went on to suspend President Donald Trump
5. Former FBI General Counsel James Baker as a common thread through Twitter to President Trump and the FBI/DOJ FISA abuse against Trump
6. Alison Fauci, Dr. Anthony Fauci's daughter, as a Twitter engineer and Twitter's overlap to any potential communication and intelligence conduit for the COVID-19 enterprise fraud construct via Anthony Fauci and his NIH interface.
2. The Digital Pool
Twitter's inherent value to the elites, political class, and federal apparatus writ large was found in its ability to engage in perception management, which is a technical term more commonly referred to as "psyops" or "psychological warfare".
Content determination, algorithmic manipulation and politically motivated censorship of off-reservation messaging and political opposition are all evidenced examples of how Twitter engages in perception management or appears to do so.
Two evidenced domains of Twitter's engagement in perception management include censoring content relative to COVID-19 and the Hunter Biden Laptop story.
Evidence of Twitter's gatekeeper designation is found threaded through Wilson Sonsini Goodrich & Rosati as an interface for directly impacting the geopolitical landscape and rising to the level of affecting significant change.
Observer Research foundation - A Bottle and Cap Story🧵
Let's explore the world of the ORF which takes pride in being a premier geopolitical think tank when it comes to India and its Geopolitical interests!!
Read on...........
1. The Club
Observer Research foundation history can be found on the below link:
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But lets check who all are gracing the global advisory board of the Observer Research foundation.orfonline.org/leadership/fou…
2. The Sparrow
First Prominent member of ORF Global advisory board is Jane Holl Lute.
She is a retired US Army Major, Iraq war veteran with a Ph.D. in law from George Twon University.
She was Deputy secretary Homeland security under Barak Obama.
She is director of the board; NATO Think tank Atlantic Council. Same Atlantic council whose Digital Forensic Lab gave a list of 40,000 Hindu oriented Twitter handles to then Twitter in 2019 to suspend them!!!