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Her life. Her rules. Finally.

Nwabineli O: Allow Me to Introduce
Myself / B

Allow Me to Introduce Myself

'You will not be able to put this down' Glamour

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 interest has never been so difficult nor so urgent. Social Media Observatory 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.&nbsp; Along the way, you’ll learn to: <ul><li>Use Python and RabbitMQ to retrieve Telegram data from a remote API</li><li>Store data with PostgreSQL and query it with SQLAlchemy</li><li>Analyze the data you’ve retrieved with Pandas, NetworkX, Gephi, and other tools</li><li>Use state-of-the-art AI tools to transcribe audio and classify text</li><li>Deploy a website with an interactive dashboard using FastAPI, Dash, Cytoscape, Uvicorn, Gunicorn, Nginx, AWS, and Let’s Encrypt</li><li>Containerize your apps with Docker and provision infrastructure with Pulumi</li></ul> Whether you’re a citizen scientist, a security researcher, a journalist, an activist, or a scholar, Social Media Observatory is an essential blueprint for building your window into online worlds.

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 interest has never been so difficult nor so urgent. Social Media Observatory 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.&nbsp; Along the way, you’ll learn to: <ul><li>Use Python and RabbitMQ to retrieve Telegram data from a remote API</li><li>Store data with PostgreSQL and query it with SQLAlchemy</li><li>Analyze the data you’ve retrieved with Pandas, NetworkX, Gephi, and other tools</li><li>Use state-of-the-art AI tools to transcribe audio and classify text</li><li>Deploy a website with an interactive dashboard using FastAPI, Dash, Cytoscape, Uvicorn, Gunicorn, Nginx, AWS, and Let’s Encrypt</li><li>Containerize your apps with Docker and provision infrastructure with Pulumi</li></ul> Whether you’re a citizen scientist, a security researcher, a journalist, an activist, or a scholar, Social Media Observatory is an essential blueprint for building your window into online worlds.

Social Media Observatory

From the bestselling author of Psyche and Eros, Luna McNamara's exquisitely written latest novel, The Golden Bow, will appeal to fans of Madeline Miller, Jennifer Saint and Susan Stokes-Chapman.

From the bestselling author of Psyche and Eros, Luna McNamara's exquisitely written latest novel, The Golden Bow, will appeal to fans of Madeline Miller, Jennifer Saint and Susan Stokes-Chapman.

Untitled McNamara 2 of 2

White Spaces

Mother, Ghost, Mango Seed

The Jewel Hunters

gripping historical fiction about the search for lost crown jewels, from the author of The Fair Botanists

The Jewel Keepers

Unreliable Narrator

Inspector Ramsay

The fifth novel in the Inspector Ramsay series by Sunday Times bestselling author Ann Cleeves. Inspector Ramsey is called to the murder of a reclusive farmer. But this is no simple crime, and when another is found strangled, all signs point to a therapy centre . . .

The fifth novel in the Inspector Ramsay series by Sunday Times bestselling author Ann Cleeves. Inspector Ramsey is called to the murder of a reclusive farmer. But this is no simple crime, and when another is found strangled, all signs point to a therapy centre . . .

The Healers

Life Number Nine

Now I Surrender

The sixth and final novel in the Inspector Ramsay series by Sunday Times bestselling author Ann Cleeves. When a frightened girl turns up on Inspector Ramsay's doorstep, he finds himself drawn into an isolated community, where secrets and lies abound . . .

The sixth and final novel in the Inspector Ramsay series by Sunday Times bestselling author Ann Cleeves. When a frightened girl turns up on Inspector Ramsay’s doorstep, he finds himself drawn into an isolated community, where secrets and lies abound . . .

The Baby-Snatcher

As an Irish-American family gathers for Thanksgiving weekend at their home on Long Island, they must confront the decades-old tragedy that haunts them all.

The Irish Goodbye

In a future shaped by new world wars and advanced facial recognition technology, two agents from rival government entities find themselves working together on a mission to track down the world’s most wanted criminals. Roman Grant is an FBI agent and a war veteran with a stalwart desire to defend his country. Julia is CIA and also a veteran whose mission is to protect her country so why does she have so much hostility towards Roman? Could it be their romantic past? His arrogant but obnoxiously attractive attitude? Or is there something more sinister going on? With time running out and old grudges simmering just below the surface, Roman and Julia must figure out if their loyalties to their agencies and country also leave room for loyalty to each other.

In a future shaped by new world wars and advanced facial recognition technology, two agents from rival government entities find themselves working together on a mission to track down the world’s most wanted criminals. Roman Grant is an FBI agent and a war veteran with a stalwart desire to defend his country. Julia is CIA and also a veteran whose mission is to protect her country so why does she have so much hostility towards Roman? Could it be their romantic past? His arrogant but obnoxiously attractive attitude? Or is there something more sinister going on? With time running out and old grudges simmering just below the surface, Roman and Julia must figure out if their loyalties to their agencies and country also leave room for loyalty to each other.

Sovereign Context

Allow Me to Introduce Myself

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