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Personality Prediction 🧑‍🤝‍🧑

background ❓

Predicting human behaviour and personality from the social media applications like Facebook, Twitter is achieving tremendous attention among researchers. Statistical information about the human thoughts is essential assets for research in predicting various human behaviour and personality.

How to setup model 🚀

  • Download train data from Kaggle :
https://www.kaggle.com/datasets/tunguz/big-five-personality-test?datasetId=516764
  • Save it into dataset folder as train_data.csv
  • Goto code files folder.
  • Open model with vs code
  • Save answers of questions in test dataset inside dataset folder.
  • Set path of train and test dataset according to drive path.
  • Install require python libraries:
pip install numpy pandas matplotlib seaborn sklearn yellowbrick
  • Run all code snippets step by step.
  • Result will show the cluster and score of personality.

Authors 📝

  • Bilal Ahmad
  • Osama Arshad