Hellow guys, Welcome to my website, and you are watching Build a TikTok Data Science App with Streamlit and Python | Data Science Project. and this vIdeo is uploaded by Nicholas Renotte at 2021-12-12T21:30:39-08:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Build a TikTok Data Science App with Streamlit and Python | Data Science Project |
| Video Uploader | Video From Nicholas Renotte |
| Upload Date | This Video Uploaded At 13-12-2021 05:30:39 |
| Video Discription | 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/TikTokAnalytics 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! |
| Category | Science & Technology |
| Tags | data science projects for beginners | data science project from scratch | data science project in python | data science project walkthrough | data science project ideas | data science projects using python | data science project tutorial | streamlit tutorial | streamlit python tutorial | streamlit dashboard | streamlit app |
