This project analyzes social media data related to PRC State Media entities. It provides insights into followers, subscribers, sentiment analysis, language engagement, and platform-specific analysis.
The dataset used for this analysis includes the following columns:
- Name (English)
- Name (Chinese)
- Region of Focus
- Language
- Entity owner (English)
- Entity owner (Chinese)
- Parent entity (English)
- Parent entity (Chinese)
- X (Twitter) handle
- X (Twitter) URL
- X (Twitter) Follower #
- Facebook page
- Facebook URL
- Facebook Follower #
- Instagram page
- Instagram URL
- Instagram Follower #
- Threads account
- Threads URL
- Threads Follower #
- YouTube account
- YouTube URL
- YouTube Subscriber #
- TikTok account
- TikTok URL
- TikTok Subscriber #
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Clone the repository:
git clone https://github.com/suki-abkari/PRCStateMediaOnSocialMediaPlatforms.git
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Navigate to the project directory:
cd china_media_analysis -
Virtual Environment
python -m venv venv .\venv\Scripts\activate # On Windows source venv/bin/activate # On macOS/Linux
Once activated, your shell prompt should change to indicate that you are working within the virtual environment. Any packages you install or scripts you run will be specific to that environment.
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Install the required dependencies:
pip install streamlit pandas plotly textblob scikit-learn matplotlib seaborn nltk spacy
Run the presentation script:
streamlit run china_media_analysis.pyAuthor: suki-abkari