British Airways Data Science job simulation
Website: https://www.airlinequality.com/
Notebook: bads_t1_review_data_insights.ipynb
Data: csv_data/BADS_reviews.csv
Collect reviews data using website scrapping.
Prepare data for analysis cleaning unecessary text and storing result into CSV dataset.
Explore and analysis the reviews dataset using Natural Language Processing (NLP) with sentiment analysing.
Realize a word embedding with word2vec
library and the Embedding
layer in Keras
library to feed a Recurrent Neural Network with vectorized text.
Implement a PPT deck with reviews data insights.