TeKa-Data / bristish_airways_data_science

British Airways Data Science job simulation

Bristish Airways Data Science (BADS)

British Airways Data Science job simulation

-1- Task One: review data insights

Website: https://www.airlinequality.com/

Notebook: bads_t1_review_data_insights.ipynb

Data: csv_data/BADS_reviews.csv

-1.a- Data scrapping & Cleaning

Collect reviews data using website scrapping.

-1.b- Data analysis

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.

-1.c- Data insights

Implement a PPT deck with reviews data insights.

-2- Task Two: ...

-3- Final task: ...