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Tmoji: An automatic tweet's emoji analysis platform

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Tmoji

Tmoji: An automatic tweet's emoji analysis platform

Installnation

Before you use the system, you need to install some requirments

  • MongoDB v4.2.6
  • python packages in requirments.txt

Usage

  1. Run scripts in Acquisition/ folder to preprocess the raw data and store them into database.
  2. Run all jupter notebooks in Analysis/ folder to get 11 task results and store them into database.
  3. run the follow command, and check website at localhost:8000.
cd backend
python manage.py runserver 8000

Dataset

EmojifyData-EN dataset can be download here.

Charts

Some analyze charts of Tmoji:

More can be found at screenchot/ folder.

Developers

Qi Yin🤓, Victoria Yen🥳, Yuan Li🤯, Mengxi Wu🧐

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Tmoji: An automatic tweet's emoji analysis platform

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  • CSS 59.0%
  • Jupyter Notebook 28.6%
  • HTML 6.9%
  • Python 3.2%
  • JavaScript 2.3%