SHAPING_AI_dashboard 📈

This Streamlit app is deployed on Streamlit Sharing. You can also click on this link to visualize the dashboard.

This dashboard will present the exploratory analysis of the Freanch media discourse aroud AI from 2011 to 2021.

Set Up

Create a python virtual environnemnt and install the requirement.txt package using pip :

pip install -r requirements.txt

Text preprocessing

DATA-WRANGLING.ipynb: Python code with data preprocessing, features engineering, text cleaning and visualisations

Data

dist_articles.csv: distribution of the articles over time

df_journals.csv: distribution of the media and published articles over time

df_bigrams.csv: distribution of the bigrams count over time

dist_topic.csv: distribution of the topics over time

Topic Modeling

lda_model.jl: LDA model

vocab.jl: corpus vocabulary

Launching the App

Run the following line in the terminal, it will launch the Dashboard locally in the default browser.

streamlit run main.py