Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | ๐Ÿค— NLP

Sophia Yang ยท Beginner ยท๐Ÿง  Large Language Models ยท3y ago
Hello, in this video, I'd like to show you some simple text analysis on tweets that mentioned Johnny Deep, Amber Heard, Camille Vasquez, and Shannon Curry. I went through the data processing steps, used a Hugging Face sentiment model to do the sentiment analyses, and tried N-gram analysis and topic modeling. I recorded my actual live coding session with minimal edits. Let me know if you have any comments and if you have caught any bugs or ugly code. Thanks for watching ๐Ÿค— Github code for this project: https://github.com/sophiamyang/twitter_analysis/blob/main/twitter_analysis.ipynb โญโญ Stay in touch โญ โญ โ–ถ YouTube: http://youtube.com/SophiaYangDS โœ๏ธ Medium: http://sophiamyang.medium.com ๐Ÿฆ Twitter: https://twitter.com/sophiamyang ๐Ÿค Linkedin: https://www.linkedin.com/in/sophiamyang/ ๐Ÿ’š #datascience
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Playlist

Uploads from Sophia Yang ยท Sophia Yang ยท 16 of 60

1 Customer lifetime value in a discrete-time contractual setting (math and Python implementation)
Customer lifetime value in a discrete-time contractual setting (math and Python implementation)
Sophia Yang
2 Time series analysis using Prophet in Python โ€” Math explained
Time series analysis using Prophet in Python โ€” Math explained
Sophia Yang
3 Multiclass logistic/softmax regression from scratch
Multiclass logistic/softmax regression from scratch
Sophia Yang
4 Deploy a Python Visualization Panel App to Google Cloud App Engine
Deploy a Python Visualization Panel App to Google Cloud App Engine
Sophia Yang
5 Deploy a Python Visualization Panel App to Google Cloud Run
Deploy a Python Visualization Panel App to Google Cloud Run
Sophia Yang
6 [Read a paper (with code)] Beyond Accuracy: Behavioral Testing of NLP models with CheckList
[Read a paper (with code)] Beyond Accuracy: Behavioral Testing of NLP models with CheckList
Sophia Yang
7 5-step data science workflow
5-step data science workflow
Sophia Yang
8 Multi-armed bandit algorithms - ETC Explore then Commit
Multi-armed bandit algorithms - ETC Explore then Commit
Sophia Yang
9 Multi-armed bandit algorithms - Epsilon greedy algorithm
Multi-armed bandit algorithms - Epsilon greedy algorithm
Sophia Yang
10 User retention analysis framework | data science product sense
User retention analysis framework | data science product sense
Sophia Yang
11 Visualization and Interactive Dashboard in Python: My favorite Python Viz tools โ€” HoloViz
Visualization and Interactive Dashboard in Python: My favorite Python Viz tools โ€” HoloViz
Sophia Yang
12 Multi-armed bandit algorithms: Thompson Sampling
Multi-armed bandit algorithms: Thompson Sampling
Sophia Yang
13 The Easiest Way to Create an Interactive Dashboard in Python
The Easiest Way to Create an Interactive Dashboard in Python
Sophia Yang
14 Big Data Visualization Using Datashader in Python | How does Datashader work and why is it so fast?
Big Data Visualization Using Datashader in Python | How does Datashader work and why is it so fast?
Sophia Yang
15 Why do you want to be a data scientist? Don't be a data scientist if ...
Why do you want to be a data scientist? Don't be a data scientist if ...
Sophia Yang
โ–ถ Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | ๐Ÿค— NLP
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | ๐Ÿค— NLP
Sophia Yang
17 How to build a product that sells itself | Product-led Growth | Book Summary | Read a book with me
How to build a product that sells itself | Product-led Growth | Book Summary | Read a book with me
Sophia Yang
18 Designing Machine Learning Systems | book summary | Read a book with me
Designing Machine Learning Systems | book summary | Read a book with me
Sophia Yang
19 Where do data scientists/analysts go next? Love and hate in data analytics (ft. Shashank Kalanithi)
Where do data scientists/analysts go next? Love and hate in data analytics (ft. Shashank Kalanithi)
Sophia Yang
20 Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Sophia Yang
21 What's new in hvPlot releases 0.8.0 & 0.8.1?
What's new in hvPlot releases 0.8.0 & 0.8.1?
Sophia Yang
22 Meet the Author: Machine Learning Design Patterns | What do ML/Research Engineers do at Google?
Meet the Author: Machine Learning Design Patterns | What do ML/Research Engineers do at Google?
Sophia Yang
23 Machine Learning Design Patterns | Google Executive | Investor | Meet the Author
Machine Learning Design Patterns | Google Executive | Investor | Meet the Author
Sophia Yang
24 How to solve data quality issues | Data Reliability | Meet the Author
How to solve data quality issues | Data Reliability | Meet the Author
Sophia Yang
25 Reliable Machine Learning author interview | DS/ML book club
Reliable Machine Learning author interview | DS/ML book club
Sophia Yang
26 Toronto VLOG | First vlog | Meet my favorite author | Toronto ML Summit conference
Toronto VLOG | First vlog | Meet my favorite author | Toronto ML Summit conference
Sophia Yang
27 TOP 6 tech news in 2022 #shorts
TOP 6 tech news in 2022 #shorts
Sophia Yang
28 How to deploy a Panel app to Hugging Face using Docker?
How to deploy a Panel app to Hugging Face using Docker?
Sophia Yang
29 Tech news this week | ChatGPT, Hacks, Snowflake, CES #shorts
Tech news this week | ChatGPT, Hacks, Snowflake, CES #shorts
Sophia Yang
30 ๐Ÿ—ž๏ธ Tech news this week: ChatGPT, DreamerV3, Muse, VALL-E, Mineral, DoNotPay, Tesla, SBF... #shorts
๐Ÿ—ž๏ธ Tech news this week: ChatGPT, DreamerV3, Muse, VALL-E, Mineral, DoNotPay, Tesla, SBF... #shorts
Sophia Yang
31 Tech news this week | Boston Dynamics, Microsoft, Snowflake, Google, and more #shorts
Tech news this week | Boston Dynamics, Microsoft, Snowflake, Google, and more #shorts
Sophia Yang
32 The story of Metaflow | Effective Data Science Infrastructure | Book author interview
The story of Metaflow | Effective Data Science Infrastructure | Book author interview
Sophia Yang
33 Tech news this week #shorts
Tech news this week #shorts
Sophia Yang
34 A day in life of a data scientist | Data Day Texas | Interview 12 authors/speakers
A day in life of a data scientist | Data Day Texas | Interview 12 authors/speakers
Sophia Yang
35 Tech news this week #shorts
Tech news this week #shorts
Sophia Yang
36 Explainable AI with Shapley Values (Part 1: Game Theory)
Explainable AI with Shapley Values (Part 1: Game Theory)
Sophia Yang
37 Explainable AI with Shapley Values (Part 2: Estimate Shapley Values)
Explainable AI with Shapley Values (Part 2: Estimate Shapley Values)
Sophia Yang
38 Explainable AI with Shapley Values (Part 3: KernelSHAP)
Explainable AI with Shapley Values (Part 3: KernelSHAP)
Sophia Yang
39 Tech news this week | AI search war between Microsoft and Google #shorts
Tech news this week | AI search war between Microsoft and Google #shorts
Sophia Yang
40 The Story of ChatGPT's creator OpenAI | From Riches to Fame
The Story of ChatGPT's creator OpenAI | From Riches to Fame
Sophia Yang
41 Explainable AI for Practitioners | Must-read for XAI | author interview
Explainable AI for Practitioners | Must-read for XAI | author interview
Sophia Yang
42 Train your own language model with nanoGPT | Letโ€™s build a songwriter
Train your own language model with nanoGPT | Letโ€™s build a songwriter
Sophia Yang
43 The easiest way to work with large language models | Learn LangChain in 10min
The easiest way to work with large language models | Learn LangChain in 10min
Sophia Yang
44 The BEST browser? AI article summary, image generation, website insights. Microsoft Edge Copilot!
The BEST browser? AI article summary, image generation, website insights. Microsoft Edge Copilot!
Sophia Yang
45 startup scene in data | insights from 50+ data startups from Data Council
startup scene in data | insights from 50+ data startups from Data Council
Sophia Yang
46 NLP with Transformers author interview with Lewis Tunstall from Hugging Face
NLP with Transformers author interview with Lewis Tunstall from Hugging Face
Sophia Yang
47 4 ways to do question answering in LangChain | chat with long PDF docs | BEST method
4 ways to do question answering in LangChain | chat with long PDF docs | BEST method
Sophia Yang
48 5 Steps to Build a Question Answering PDFย Chatbot: LangChain + OpenAI + Panel + HuggingFace.
5 Steps to Build a Question Answering PDFย Chatbot: LangChain + OpenAI + Panel + HuggingFace.
Sophia Yang
49 4 Autonomous AI Agents: โ€œWestworldโ€ simulation, Camel, BabyAGI, AutoGPT, Camel โญ LangChain โญ
4 Autonomous AI Agents: โ€œWestworldโ€ simulation, Camel, BabyAGI, AutoGPT, Camel โญ LangChain โญ
Sophia Yang
50 MiniGPT4: image understanding & open-source!
MiniGPT4: image understanding & open-source!
Sophia Yang
51 BEST Practices in Prompt Engineering: Learnings and Thoughts from Andrew Ng's Newย Course
BEST Practices in Prompt Engineering: Learnings and Thoughts from Andrew Ng's Newย Course
Sophia Yang
52 Designing Machine Learning Systems author interview with Chip Huyen
Designing Machine Learning Systems author interview with Chip Huyen
Sophia Yang
53 Tech news this week: code interpreter, Mojo, Redpajama, MPT7b, StarCoder #shorts
Tech news this week: code interpreter, Mojo, Redpajama, MPT7b, StarCoder #shorts
Sophia Yang
54 ๐Ÿค— Hugging Face Transformers Agent | LangChain comparisons
๐Ÿค— Hugging Face Transformers Agent | LangChain comparisons
Sophia Yang
55 ๐Ÿ“ข Tech news this week #shorts
๐Ÿ“ข Tech news this week #shorts
Sophia Yang
56 ๐Ÿ“ข Tech news this week #shorts
๐Ÿ“ข Tech news this week #shorts
Sophia Yang
57 The BEST ChatGPT Plugins | Brand NEW Bing Search | Web browsing, CODING, summarizing, and more
The BEST ChatGPT Plugins | Brand NEW Bing Search | Web browsing, CODING, summarizing, and more
Sophia Yang
58 Tech news this week #shorts #short
Tech news this week #shorts #short
Sophia Yang
59 ๐Ÿ“ข Tech news this week #shorts
๐Ÿ“ข Tech news this week #shorts
Sophia Yang
60 Deep Learning with PyTorch Author Interview with Eli Stevens, Luca Antiga, and Thomas Viehmann
Deep Learning with PyTorch Author Interview with Eli Stevens, Luca Antiga, and Thomas Viehmann
Sophia Yang

Related AI Lessons

โšก
I contain multitudes. So does AI.
Explore how AI systems, like humans, can contain multitudes and reconcile contradictions, and why this matters for AI development
Medium ยท AI
โšก
The Blade They Filed Down
Explore the concept of a flagship AI reading its cheaper predecessor and flinching, and what this reveals about AI development and relationships
Medium ยท AI
โšก
Fine-Tuning Large Language Models Without Selling a Kidney
Fine-tune large language models efficiently with LoRA, QLoRA, and other methods, reducing computational costs and environmental impact
Medium ยท Deep Learning
โšก
Fine-Tuning Large Language Models Without Selling a Kidney
Learn to fine-tune large language models without expensive computational resources using techniques like LoRA and QLoRA
Medium ยท LLM
Up next
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Watch โ†’