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.

Importing libraries

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 &

 

 

 

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