introduction

[wanghaisheng]

No description provided.

[wanghaisheng]

rewrite paper to a popular social media story style text about 1000-1500 words

[wanghaisheng]

claude

Here's a rewritten version of the paper in a more popular social media story style, around 1000-1500 words:

TikTok Becomes the New Battleground for 2024 US Presidential Election 

Move over Twitter, there's a new social media sheriff in town when it comes to election chatter! 📱🇺🇸

Researchers at the University of Southern California have been keeping a close eye on TikTok, and what they've found might surprise you. With over a billion users worldwide and a grip on Gen Z that other platforms can only dream of, TikTok is shaping up to be THE place to watch as the 2024 US Presidential race heats up.

The Dream Team Behind the Data 🕵️‍♀️🔍

Led by Gabriela Pinto and her crew at USC's HUMANS Lab, this group of tech-savvy sleuths has been combing through TikTok like it's their job (because, well, it is). They've collected a whopping 1.8 million videos posted between November 2023 and May 2024, all related to the upcoming election. Talk about dedication!

But why TikTok, you ask? 🤔

Well, it turns out that while we've all been doom-scrolling on Twitter, the political world has been quietly taking over TikTok. Even the big names are getting in on the action:

- Donald Trump joined in June 2024 and already has over 6 million followers! 😮
- Joe Biden's been posting since February 2024, with over 200 videos and 373,000 followers.

The Data Scoop 📊

So, what exactly did our intrepid researchers find? Here's the tea:

1. It's a numbers game: We're talking about 1.8 million videos, 93 million comments, and a mind-boggling 3.5 billion views! 🤯

2. Hashtag central: The top hashtags are exactly what you'd expect - #trump, #biden, #maga, and #politics are leading the pack.

3. Language matters: While most of the content is in English, there's a significant chunk in Spanish too. ¡Muy interesante!

4. The big two: Surprise, surprise - Joe Biden and Donald Trump are the main stars of this TikTok show.

5. Hot topics: Besides the candidates, people are buzzing about the Supreme Court, New York, and of course, social media itself.

The TikTok Takeover Timeline 📅

Let's break down how this TikTok election fever has been spreading:

- January 15, 2024: Trump wins the Iowa Caucus, and TikTok explodes with reactions.
- January 21, 2024: Ron DeSantis bows out, and the TikTok tributes (and roasts) begin.
- February 6, 2024: Marianne Williamson calls it quits, sparking a flurry of spiritual memes.
- March 6, 2024: Dean Phillips and Nikki Haley throw in the towel, and TikTok users have a field day.

Behind the Scenes: How They Did It 🎬

Now, you might be wondering how these researchers managed to sift through all this TikTok gold. Well, they got creative:

1. They used the official TikTok Research API (fancy tech speak for "we asked TikTok nicely for the data").
2. When that wasn't enough, they brought in some third-party tools to fill in the gaps.
3. They even used AI to figure out what language people were using in their videos!

But it wasn't all smooth sailing. The team ran into some roadblocks:

- The TikTok API can be a bit of a diva, only giving them 100 videos at a time.
- There were some mysterious gaps in the data that they're still trying to fill.
- Only about 15% of the videos came with transcripts, so they're working on creating their own.

What's Next? 🚀

Our USC dream team isn't stopping here. They've got big plans:

1. More data collection: They're determined to get every last TikTok from November 2023 all the way to January 2025.
2. Diving deeper: They want to analyze the actual video content, not just the text.
3. Comment chronicles: Get ready for a deep dive into the wild world of TikTok comments.
4. Whisper whisper: They're using AI to create transcripts for ALL the videos.

Why Should You Care? 🤨

You might be thinking, "Cool story, bro, but why does this matter?" Well, here's the deal:

1. TikTok is no longer just for dance challenges. It's becoming a serious player in political discourse.
2. Young voters are flocking to TikTok for their political info. This could seriously impact the election.
3. By studying TikTok trends, we might be able to predict election outcomes or spot misinformation early.
4. It's a goldmine for understanding how different age groups and communities view the election.

The Dream Team 🌟

This isn't just the work of a few researchers. The HUMANS Lab at USC has assembled a veritable Avengers team of students and volunteers:

Ashwin Balasubramanian, Leonardo Blas, Keith Burghardt, Sneha Chawan, Vishal Reddy Chintham, Eun Cheol Choi, Srilatha Dama, Priyanka Dey, Isabel Epistelomogi, Saborni Kundu, Grace Li, Richard Peng, Jinhu Qi, Ameen Qureshi, Namratha Sairam, Srivarshan Selvaraj, Kashish Atit Shah, Gokulraj Varatharajan, Reuben Varghese, Siyi Zhou, and Vito Zou.

Phew! That's a lot of brainpower!

Get Involved! 🙋‍♀️🙋‍♂️

Excited about this TikTok election extravaganza? You can actually check out the data yourself! The team has made it all public on GitHub (https://github.com/gabbypinto/US2024PresElectionTikToks). Just remember, they can't share the actual videos (TikTok might get mad), but they've given you everything else you need to do your own digging.

The Bottom Line 🎭

As we hurtle towards the 2024 election, keep your eyes on TikTok. It's not just for viral dances anymore – it's becoming the stage where the political drama of our time is playing out, one 15-second video at a time.

So, the next time you're scrolling through TikTok and come across a political video, remember: you're not just watching content, you're witnessing history in the making. And who knows? Your like, comment, or share could be part of the next big research project!

Stay tuned, stay informed, and most importantly, stay engaged. The future of American politics might just be in your hands – or more accurately, at your fingertips. 📱🇺🇸🗳️

#Election2024 #TikTokPolitics #DataScience #USPolitics #SocialMediaTrends

[wanghaisheng]

kimi

Title: Unveiling the Digital Pulse: TikTok and the 2024 US Presidential Election

Hey there, social media aficionados! 🚀 Today, we're diving into the electrifying world of TikTok and its influence on the 2024 US Presidential Election. Get ready for a rollercoaster ride through the digital landscape as we explore a groundbreaking dataset that's capturing the heartbeat of this election like never before! 🗳️🎉

The TikTok Takeover: A New Arena for Politics

In case you've been living under a rock, TikTok has exploded onto the scene, amassing over a billion users and becoming the go-to platform for everything from viral dance challenges to... political discourse? You heard that right! With its short-form videos, TikTok is now a battleground for political campaigns, especially among the youth. 👶🔍

The Players: Biden, Trump, and the TikTok Generation

Fast forward to the 2024 election, and we've got two major players: President Joe Biden and Donald Trump. Both have TikTok accounts, and they're not just any accounts; they're followed by millions! Trump hit 6 million followers like a boss, while Biden's been busy posting videos since February 2024, racking up an impressive following and engagement. 🤳

The Data Dive: A Treasure Trove of TikTok Posts

Now, meet the data wizards behind the scenes—researchers from the University of Southern California's HUMANS Lab. They've been busy collecting a staggering 1.8 million TikTok videos related to the election, using the TikTok Research API and some clever third-party scrapers. This isn't just any dataset; it's a multimodal monster, complete with video and text data, giving us a 360-degree view of the political conversation on TikTok. 🌐

The Method: How They Caught the TikTok Wave

Here's where it gets techy. The researchers used the TikTok Research API to fetch account info, video details, and more. They set parameters like dates, regions, languages, and even the number of likes a video got. They refined their search with keywords and hashtags related to the election, ensuring they weren't missing a single meme or campaign speech. 🔍

The Timeline: Key Moments and Viral Threads

The dataset reveals the ebb and flow of political discourse over time, with spikes in activity around key events. For example, did you know that on January 15, 2024, there was a surge in TikTok posts following the Iowa Caucus? Or that when Ron DeSantis and Marianne Williamson dropped out of the race, their names vanished from the hashtags? 📈

The Analysis: What's Trending and Who's Talking

The exploratory analysis of this treasure trove of data is just as fascinating. The most common keywords and hashtags? You guessed it—Biden and Trump. But it doesn't stop there. The researchers also found that Spanish-language content is on the rise, with discussions about the Supreme Court and New York City popping up frequently. 🗽

The Tools: From Scrapers to Whisper

To fill in the gaps and enrich the dataset, the researchers are using third-party scrapers and even Whisper, an AI tool, to generate transcripts from video audio. This means they're not just looking at what's trending but also what's being said, in both English and Spanish. 🗨️

The Future: What's Next for TikTok and Politics

As the election heats up, the team behind this dataset is gearing up for more. They're planning to collect even more metadata, analyze video content using state-of-the-art VideoLLMs, and delve into the comment sections to understand the conversations happening between users. It's not just about who's posting; it's about the community that forms around these posts. 🌟

The Team: Behind the Scenes Heroes

Let's not forget the dream team making this happen—the 2024 Election Integrity Initiative. A collective of USC students and volunteers, they're the unsung heroes of this digital adventure, tirelessly working to ensure that we have a comprehensive and unbiased view of the political landscape on TikTok. 🦸‍♂️🦸‍♀️

The Conclusion: TikTok as a Political Crystal Ball

So, what have we learned from all this? TikTok isn't just for fun and games; it's a powerful tool for political engagement. This dataset is more than just a collection of videos—it's a window into the hearts and minds of voters, a reflection of the cultural zeitgeist, and a predictor of political trends. As we stand on the brink of the 2024 election, TikTok might just be the crystal ball we've been waiting for. 🔮

Join the Conversation: Share, Like, Comment

Are you as excited as we are about the insights this dataset is revealing? Share your thoughts, drop a comment, and let's keep the conversation going. Remember, every like, share, and comment is a vote for the kind of content you want to see on this platform. Let's make our voices heard, and let's make TikTok a platform for political change! 📢

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And there you have it, folks! A sneak peek into the fascinating world where TikTok meets politics. Stay tuned for more updates, and don't forget to hit that follow button to join us on this journey through the digital age of elections. Until next time, keep it social, and keep it savvy! 👋🌐

#Election2024 #TikTokPolitics #DigitalDiscourse #SocialMediaElectionTrends