lazyCodes7/e_summit

PyAnalyzer

This project aims to predict the psychological traits of a person on the basis of his/her social media posts. It predicts the following traits:

• EXT - Extraversion
• OPN - Openness
• NEU - Neuorticism
• CON - Conscientiousness
• AGR - Agreeableness

Here's How it Works:

Run on Google Colab (no installation required)

Link to colab notebook This notebook demostrates how our script works.

Local Setup

1. Clone the repository

git clone https://github.com/Mainakdeb/e_summit.git

2. Navigate to specific Directory

cd e_summit

3. Install the requirements from requirements.txt file

pip install -r requirements.txt

4. In case you don't want to train the algorithm, download pretrained models from Google drive link

Run Via Command Line:

Add desired names in names.txt along with some keywords(some names and keywords already exist in the given file).

Run the command down below

python3 predict_type.py --testcase 7 --inputfile "names.txt"

See the output using:

cat predictions.txt

Props!

1. Python
2. Socialreaper
3. SkLearn
4. MatplotLib
5. Pandas
6. GSearch Library

Demos

1. Providing input through names.txt

2. Output of Personality predictions

3. Visualized Report (in the colab notebook)

Tasks Completed

Done	Set Of Tasks
✔️	Main file and/or other header files if used
✔️	The trained model
✔️	A Readme with instructions on how to run the code
✔️	A brief one page description of the methods used with proper citations
✔️	Outcome Report