Performing Sentiment Analysis Using Twitter Data!
Data is water, purifying to make it edible is a role of Data Analyst – Kashish Rastogi
We are going to clean the twitter text data and visualize data in this blog.
Table Of Contents:
- Problem Statement
- Data Description
- Cleaning text with NLP
- Finding if the text has: with spacy
- Cleaning text with preprocessor library
- Analysis of the sentiment of data
- Data visualizing
I am taking the twitter data which is available here on the Analytics Vidhya platform.
import pandas as pd import re import plotly.express as px import nltk import spacy
I am loading a small spacy model. There are 3 models size in which you can download spacy (Small, Medium &