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Description
Social Media ExposedBy: Alexei Sisulu Abrahams Learn to build a web app that can monitor millions of posts across all social media platforms to chart public opinion in real time. Social media has become our modern day agora, the place where we get our news and engage in political discourse. With disinformation, hate speech, foreign interference, authoritarianism, market monopolization, and political polarization all on the rise, monitoring social media in the public
By: Alexei Sisulu AbrahamsLearn to build a web app that can monitor millions of posts across all social media platforms to chart public opinion in real time.
Social media has become our modern-day agora, the place where we get our news and engage in political discourse. With disinformation, hate speech, foreign interference, authoritarianism, market monopolization, and political polarization all on the rise, monitoring social media in the public interest has never been so difficult nor so urgent. Social Media Exposed is an in-depth beginner’s guide to coding full-stack web applications in Python to track and analyze social media activity at scale, giving you unparalleled insights into the cultural and political conversations of our time, then empowering you to reach your own conclusions.
You’ll start by coding a web app to monitor Russian disinformation channels discussing Ukraine on Telegram, then learn more adversarial methods to scrape the Wayback Machine, Instagram, and TikTok. You’ll detect Twitter bots following Saudi influencers, extract text-embedded URLs to reveal a white supremacist blogosphere, parse archived tweets to reveal the discourse leading up to the January 6 insurrection, and learn to circumvent Meta's and ByteDance's defenses to scrape Instagram and TikTok, collecting evidence of war crimes in the Middle East. Finally, you’ll write an API and deploy your observatory to a cloud server to collaborate with other investigators. By the end of the book, you’ll have a working website that allows collaborators to log in, request data collection, and perform analysis of collected data, via a point-and-click interface.
Along the way, you’ll learn to:
- Use Python and RabbitMQ to retrieve Telegram data from a remote API
- Store data with PostgreSQL and query it with SQLAlchemy
- Analyze the data you’ve retrieved with Pandas, NetworkX, Gephi, and other tools
- Use state-of-the-art AI tools to transcribe audio and classify text
- Deploy a website with an interactive dashboard using FastAPI, Dash, Cytoscape, Uvicorn, Gunicorn, Nginx, AWS, and Let’s Encrypt
- Containerize your apps with Docker and provision infrastructure with Pulumi
Whether you’re a citizen scientist, a security researcher, a journalist, an activist, or a scholar, Social Media Exposed is an essential blueprint for building your window into online worlds.
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★★★★★ 5
Doesn’t Run!
Size: 1.7 Fl Oz (Pack of 1)
Great addition for my soccer players sports bag. Doesn’t run in her eyes when playing.
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Reviewed in the United States on April 29, 2026
★★★★★ 5
As expected
Size: 1.7 Fl Oz (Pack of 1)
We used the sunscreen while we were on vacation and it worked very well without a greasy feel
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Reviewed in the United States on May 26, 2026
★★★★★ 3
not worth it
Size: 1.7 Fl Oz (Pack of 1)
i have gone through a ridiculous amount of sunscreens and this one stings my eyes! it doesn’t leave a residue but it’s also not very moisturizing, there’s also very little product in the bottle :(
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Reviewed in the United States on December 2, 2025
★★★★★ 5
Great sunscreen! Protects from blue light as well as UVA UVB.
Size: 1.7 Ounce (Pack of 1)
Great product! It’s a tad greasy so I mix it with other facial sunscreen that has a drier texture and the combo feels great on my skin and gives me a glow. I love that Cocokind protects from blue light too!
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Reviewed in the United States on May 5, 2026
★★★★★ 5
Works great and non-toxic
Size: 1.7 Ounce (Pack of 1)
I love this sunscreen. It rubs in smoothly with no pilling. It leaves a slightly dewy finish without being greasy. On my slightly olive skin, there is a tiny white cast at first, but it quickly disappears. It is free of toxic chemicals. It’s more expensive than some lotions but I find it to be worth it.
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Reviewed in the United States on April 27, 2026