project: make a basic project on hotel recommendation system and also provide the uncleaned dataset file as well with atleast $50000$rows

please write the code for all steps like data cleaning and preprocessing, eda,modelling,recommendation algorithm,,evaluation, deployement, NLP for user input processing, userInterface, feature engineering etc

one of the use case $-$ Also make use of NLP where the user can give description of what kind of hotel does he want for himself like a business trip or family trip or solo trip or friends trip according to his budget etc

the kind of project like expedia's hotel recommendation system

please make the columns a bit professional