Semantic Analysis

Tweet Topic Clusters

An analysis of @deedydas's Twitter archive using embeddings, clustering, and LLM labeling

6,912
Original Tweets
25
Topic Clusters
4,623,127
Total Likes
406,397
Total Retweets

Methodology — 6,912 tweets embedded with OpenAI text-embedding-3-small, clustered with K-means (k=25) on normalized embeddings, visualized in 2D with UMAP, and labeled by GPT-4o.

Embedding Space

Tech Employment Dynamics
Tech Industry Wealth and Valuation
AI and Tech Innovations
AI in Software Development
Tech Industry Critiques
AI Model Advancements
US Immigration Challenges
India vs. US Living Conditions
Indian Tech Entrepreneurs
Advanced Computational Concepts
AI Advancements and Impact
Modern Life Challenges
Urban Living Experiences
AI Creative Tools
Indian Cultural Narratives

Topic Distribution

Tech Employment Dynamics
445
Tech Industry Wealth and Valuation
411
AI and Tech Innovations
400
AI in Software Development
387
Tech Industry Critiques
368
AI Model Advancements
346
US Immigration Challenges
340
India vs. US Living Conditions
311
Indian Tech Entrepreneurs
307
Advanced Computational Concepts
296
AI Advancements and Impact
278
Modern Life Challenges
278
Urban Living Experiences
251
AI Creative Tools
244
Indian Cultural Narratives
234
College Admissions Challenges
228
Tech Industry Innovations
228
US Immigration and Innovation
217
Lifelong Learning and Education
213
Cricket and Indian Sports
204
Search Engine Evolution
199
Advanced Tech Innovations
190
Health and Lifestyle Trends
185
Academic Achievements and Careers
179
Tech Industry Layoffs
173

Cluster Details

Tech Employment Dynamics
445
This cluster discusses the current state of employment in the tech industry, highlighting disparities in workload and compensation, unconventional career paths, and the challenges and strategies in hiring and job-seeking.
336,494 likes
•
20,944 retweets
•
803 avg
Taking over papa's business is not entrepreneurship.
30,380 likes • 4,767 retweets
Everyone thinks this is an exaggeration but there are so many software engineers, not just at FAANG, who I know personally who literally make ~2 code changes a ...
28,866 likes • 1,541 retweets
Tech Industry Wealth and Valuation
411
This cluster discusses the financial dynamics, valuations, and wealth accumulation within the tech industry, highlighting significant investments, company performances, and individual wealth stories.
213,502 likes
•
14,752 retweets
•
555 avg
Here he is: the man who turned down a $1B offer over 4yrs from Meta.
25,676 likes • 1,424 retweets
If you graduated in 2013 and took a job at Nvidia with $400K equity over 4yrs, just that equity (no refreshers) would now be worth... $100 million! This is not ...
11,951 likes • 756 retweets
AI and Tech Innovations
400
This cluster discusses recent advancements and peculiarities in AI technologies and tech industry developments, including AI models, tech company updates, and innovative applications.
103,776 likes
•
4,207 retweets
•
270 avg
AGI is here, everybody.
21,472 likes • 1,067 retweets
If you haven’t used Grok 3 “Sexy” 18+ mode, drop everything and try it. I can’t explain how unbelievably messed up this is (and I can’t post a video). This may ...
19,937 likes • 816 retweets
AI in Software Development
387
This cluster discusses the impact and capabilities of AI tools and models in software development, coding interviews, and programming education.
252,166 likes
•
16,889 retweets
•
695 avg
The most bizarre coding interview I've ever done was at Facebook when as usual I asked a candidate to write in any language of their choice.. And they nonchalan...
23,215 likes • 1,232 retweets
Compilers was was known to be the hardest CS class at Cornell which was hard as it is. We were handed a 8-page PDF at the start of sem for a language spec we'd ...
12,254 likes • 729 retweets
Tech Industry Critiques
368
This cluster discusses various criticisms and observations about the tech industry, including leadership challenges, cultural issues, misinformation, and the impact of technology on society.
69,104 likes
•
3,636 retweets
•
198 avg
"The absolute worst thing that someone can do [at SpaceX] is inform Musk that what he's asking is impossible."
12,797 likes • 840 retweets
America just can't imagine a world where China innovates
8,329 likes • 503 retweets
AI Model Advancements
346
This cluster discusses recent breakthroughs and developments in AI models, including performance improvements, cost reductions, and new capabilities across various tasks and benchmarks.
240,462 likes
•
23,628 retweets
•
763 avg
One of the most important papers in AI: a tiny brain-inspired 27M param model trained on 1000 samples outperforms o3-mini-high on reasoning tasks! Still can't b...
8,024 likes • 1,031 retweets
PDF parsing is pretty much solved at scale now. Gemini 2 Flash's $0.40/M tokens and 1M token context means you can now parse 6000 long PDFs at near perfect qual...
8,451 likes • 568 retweets
US Immigration Challenges
340
This cluster discusses the challenges faced by Indian immigrants in the US, focusing on H-1B visa issues, green card backlogs, and recent policy changes impacting their status and ability to work and travel.
155,612 likes
•
17,837 retweets
•
510 avg
Tech layoffs affect immigrants the most! 5–15% of the 100k+ layoffs are H-1B holders. In 60 days (30-45 in practice), they must find a new job or be deported fr...
8,470 likes • 2,013 retweets
HUGE Immigration News! The birthright citizenship executive order Trump signed today means children of non-citizens or non-permanent residents will not be US ci...
7,802 likes • 1,140 retweets
India vs. US Living Conditions
311
This cluster discusses the contrasting living conditions, societal issues, and perceptions between India and the US, highlighting challenges like air quality, lifestyle, and economic opportunities.
245,708 likes
•
22,465 retweets
•
862 avg
Every time I'm in India, I notice my eyes water more, I blow my nose more and people in general cough more. My parents always said these were "allergies" but wh...
27,577 likes • 2,438 retweets
British Indian tourist goes to India for 3 years and calls it "a dump". He says even other poorer countries in Asia like Vietnam are better. India is in denial ...
13,628 likes • 1,980 retweets
Indian Tech Entrepreneurs
307
This cluster highlights the achievements, challenges, and stories of Indian entrepreneurs and professionals in the global tech industry, particularly in Silicon Valley.
201,815 likes
•
13,422 retweets
•
701 avg
Quitting your $300k job as Senior Software Engineer in BigTech to become Founder of the 1000th AI-powered copilot and raising a modest seed is Silicon Valley’s ...
15,461 likes • 679 retweets
The cofounder of Rippling’s wife has been having an affair for 6+ months, trying to steal custody of their son and extorting millions of dollars from him. It ha...
14,290 likes • 1,740 retweets
Advanced Computational Concepts
296
This cluster discusses various advanced topics in computer science, mathematics, and data analysis, highlighting breakthroughs, algorithms, and methodologies.
77,359 likes
•
7,384 retweets
•
286 avg
All languages covey information at a similar rate when spoken (39bits/s). Languages that are spoken faster have less information density per syllable! One of th...
32,035 likes • 3,845 retweets
We JUST solved a hard open math problem— the moving sofa problem! "What is the area of the largest shape that can be manuevered through an L corner of width 1?"...
8,767 likes • 747 retweets
AI Advancements and Impact
278
This cluster discusses recent developments in artificial intelligence, its impact on industries, and the economic and societal implications of these advancements.
390,696 likes
•
35,409 retweets
•
1533 avg
🚨 BREAKING: Detailed list of all 44 people in Meta's Superintelligence team. — 50% from China — 75% have PhDs, 70% Researchers — 40% from OpenAI, 20% DeepMind, ...
24,272 likes • 3,479 retweets
The last 24 hours has had SO much tech news. — Microsoft Majorana 1 quantum chip — Google AI co-scientist — xAI Grok 3 model release — Clone musculoskeleton — C...
20,167 likes • 1,894 retweets
Modern Life Challenges
278
This cluster explores various challenges and societal shifts in modern life, including work-life balance, social norms, relationships, and personal fulfillment.
110,625 likes
•
7,737 retweets
•
426 avg
Your boyfriend probably has to compete with them for a job too
25,524 likes • 1,813 retweets
Parents getting old when most kids in their late 20s/30s live far away from them grinding at work is such a social tragedy that we don’t talk about enough It’s ...
11,492 likes • 1,452 retweets
Urban Living Experiences
251
This cluster discusses various personal experiences and observations related to living in urban areas, focusing on transportation, food delivery, weather, and city life comparisons between different cities.
33,019 likes
•
1,848 retweets
•
139 avg
In San Francisco, I've stopped using DoorDash because I'm paying $25 to wait 55mins to get a bang average cold sandwich. In Bangalore, I just ordered the most m...
3,730 likes • 182 retweets
I had the worst flight experience of my life last night, with Indigo. My 10PM Calcutta—Bangalore flight left at 4:41AM, after 6 delays totaling 7hrs. I missed a...
1,905 likes • 298 retweets
AI Creative Tools
244
This cluster discusses advancements in AI technologies that enhance creative processes, including video generation, image editing, and voice simulation.
247,657 likes
•
21,756 retweets
•
1104 avg
Gymnastics is the Turing test of video generation models
41,218 likes • 4,640 retweets
Neuralink's latest demo actually brought me to tears. You can use your brain to play Mario Kart, Call of Duty and even control a robotic arm to write. As someon...
10,910 likes • 1,814 retweets
Indian Cultural Narratives
234
This cluster explores various aspects of Indian culture, identity, and international perceptions, highlighting topics such as entertainment, politics, historical narratives, and social dynamics.
122,952 likes
•
13,407 retweets
•
583 avg
>be Pakistan >hide Bin Laden for years >oops.jpg >secretly habor terrorists anyway >terrorists attack Kashmir >"wasn't us" >India strikes t...
42,634 likes • 6,577 retweets
Hanumankind's latest music video is #4 on global Youtube music. He is Sooraj Cherukat, an Indian from Houston who moved to India, worked at Goldman and launched...
13,182 likes • 693 retweets
College Admissions Challenges
228
This cluster discusses the competitive and often unfair nature of college admissions, particularly in prestigious universities, and the broader implications for students and education systems.
110,347 likes
•
7,511 retweets
•
517 avg
Reddit father says son who is — #1/476 in high school — 1580/1600 on SAT — 5/5 on 18 APs got rejected by all the Ivies for CS. Only got UMass Amherst. It's coll...
15,190 likes • 1,078 retweets
"College degrees are the biggest scam" — Stanford grad "Money will not make you happy" — Bill Gates
8,593 likes • 768 retweets
Tech Industry Innovations
228
This cluster discusses various technological advancements and business strategies in the tech industry, including social media, AI, and startup growth.
254,739 likes
•
24,781 retweets
•
1226 avg
Just learnt that WhatsApp has not 10, not 20, but... 150 designers. All working tirelessly to make sure the app looks exactly the same as it did in 2014.
110,552 likes • 3,195 retweets
This is shocking. Facebook gave Netflix all your private messages on Messenger in exchange for all your watch history, while Netflix paid them $100M+ for ads. M...
45,208 likes • 13,916 retweets
US Immigration and Innovation
217
This cluster discusses the impact of immigration on innovation and the economy in the United States, highlighting the role of immigrants in various sectors and the challenges they face.
119,934 likes
•
11,069 retweets
•
604 avg
Every single one of the 11 Meta superintelligence hires is an immigrant who did their undergrad abroad. 7 China, 1 India, 1 Australia, 1 UK, 1 South Africa. 8 a...
12,799 likes • 1,358 retweets
USA would've not beaten Pakistan in the cricket world cup today without the H-1B visa
9,601 likes • 559 retweets
Lifelong Learning and Education
213
This cluster explores various aspects of education, personal development, and the pursuit of knowledge across different stages of life and disciplines.
632,594 likes
•
75,824 retweets
•
3326 avg
The new Pope has a degree in mathematics from Villanova University. This guy doesn’t just understand sin. He understands cos.
560,463 likes • 70,616 retweets
The best free class on the internet is Poker Theory at MIT. It's taught by portfolio managers at quant shops like Citadel, AQR, SIG and 2 WSOP bracelet winners....
20,891 likes • 1,319 retweets
Cricket and Indian Sports
204
This cluster discusses various aspects of cricket, including international matches, player performances, and the cultural significance of cricket in India, alongside mentions of other sports events involving Indian athletes.
110,351 likes
•
6,072 retweets
•
571 avg
Netravalkar getting Kohli out for a duck proves the Indian uncles were right this whole time. "First get masters in US and become engineer beta, then you play c...
25,845 likes • 1,984 retweets
1.5B Indian nation is about to lose 3-0 at home in cricket to a nation with a population less than Pune.
16,821 likes • 1,102 retweets
Search Engine Evolution
199
This cluster discusses the advancements, challenges, and comparisons of modern search engines and AI-driven search technologies.
41,725 likes
•
3,779 retweets
•
229 avg
This new DeepMind research shows just how broken vector search is. Turns out some docs in your index are theoretically incapable of being retrieved by vector se...
4,220 likes • 393 retweets
Google just launched an AI that takes over Chrome and does things for you. It scores an insane 90.5% w/ tree search on the WebVoyager benchmark which has tasks ...
3,312 likes • 311 retweets
Advanced Tech Innovations
190
This cluster discusses groundbreaking technological advancements and innovations in various fields such as AI, photonics, satellite communications, and semiconductor manufacturing.
135,040 likes
•
12,234 retweets
•
775 avg
A single fairly unknown Dutch company makes maybe the most expensive and complex non-military device ($200M) that builds on 40 years of Physics and has a monopo...
17,591 likes • 2,395 retweets
Starlink is one of the seminal feats of engineering in history. It will enable internet that's — fast 100-300mbps — uncensored — cheap $1500/yr in: — the most r...
13,366 likes • 1,612 retweets
Health and Lifestyle Trends
185
This cluster discusses various health, fitness, and lifestyle practices, including diet, exercise, medical advancements, and societal influences on personal well-being.
41,208 likes
•
2,811 retweets
•
238 avg
Being short as a man is a huge handicap. Few know that wealthy parents give their boys naturally secreted human growth hormone ($30-50/mg for Omnitrope/Genotrop...
5,401 likes • 319 retweets
Was just served Copper Sulphate water "with the goodness of copper" in Delhi. Turns out it's extremely toxic and terrible for you (even though it's 0.0004%). Th...
4,886 likes • 574 retweets
Academic Achievements and Careers
179
This cluster discusses notable academic accomplishments, prestigious examinations, and the career trajectories of individuals excelling in fields like computer science, mathematics, and engineering, with a focus on Indian and international contexts.
181,682 likes
•
16,061 retweets
•
1105 avg
Huge computer science result: A Tsinghua professor JUST discovered the fastest shortest path algorithm for graphs in 40yrs. This improves on Turing award winner...
22,286 likes • 2,209 retweets
If you’re not from India and you ever meet someone from the Indian Institute of Technology (IIT) who studied Computer Science, know that they took an examinatio...
13,047 likes • 790 retweets
Tech Industry Layoffs
173
This cluster discusses the recent wave of layoffs in major tech companies, their causes, and the broader implications for the tech industry.
194,560 likes
•
20,934 retweets
•
1246 avg
Tech Layoff Meta - 11k (13%) Twitter - 3.7k (50%) Intel - 20% Snap - 20% Netflix - 450 Robinhood - 30% Stripe, Lyft - 13% Salesforce - 2k Amazon - 10k 120k+ lay...
41,428 likes • 9,796 retweets
It's embarrassingly hard to get Google Gemini to acknowledge that white people exist
20,510 likes • 1,468 retweets