Build a TikTok Data Science App with Streamlit and Python | Data Science Project
Build some slick Streamlit dashboards using TikTok Data and Python.
In this video you'll learn how to:
1. Build a real time feed from TikTok
2. Preprocess that data using an ETL Pipeline
3. Create a Streamlit dashboard to visualise the data
Get the code: https://github.com/nicknochnack/TikTo...
Chapters:
0:00 - Start
0:14 - Introduction
0:47 - Gameplan
1:51 - Client Conversation 1
2:26 - Tutorial Start
4:36 - Creating a Virtual Environment
7:18 - Installing the TikTok API
10:44 - Setup VS Code
12:28 - Getting Data from TikTok
21:03 - Exporting Data to JSON
26:09 - Client Conversation 2
27:35 - Setting Up Jupyter for Prototyping
32:55 - Loading TikTok Data into Pandas
40:45 - Building an ETL Pipeline
1:00:56 - Viewing Transformed Data in Pandas
1:06:07 - Converting ETL code into a Module
1:12:34 - Exporting Transformed TikTok Data to CSV
1:17:07 - Client Conversation 3
1:18:40 - Setting up Streamlit
1:22:14 - Building Your First Streamlit App
1:27:17 - Adding TikTok Hashtag Search
1:49:17 - Creating Plotly Charts
2:05:30 - Setting app to wide and Creating a sidebar
2:16:01 - Client Conversation 4
2:16:43 - Wrap up
Oh, and don't forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
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