Fading Coder

One Final Commit for the Last Sprint

Naive Bayes for Regional Tendency Extraction from Personal Ads

Advertisers often want specific demographic information about individuals to better target their advertisements. We will select people from two US cities and analyze the information they post to compare whether there are differences in the advertising language used in these two cities. If the conclu...

Implementing Naive Bayes for Tweet Sentiment Classification

Data Preparation and Loading Retrieve the necessary libraries and the Twitter dataset. Ensure the NLTK corpus and stop words are downloaded prior to execution. from utils import clean_message, fetch_frequency import numpy as np from nltk.corpus import stopwords, twitter_samples import string from nl...