twitter-sentiment-analysis

Twitter sentiment analysis project build in python.

Features

• Calculating and plotting sentiment scores for tweets downloaded from snscrape.
• Obtaining and plotting frequency distribution of words used in tweets.

Requirements

• python3
• requirements.txt
• snscrape

Example usage

Sentiment analysis of tweets from csharp and java hashtags.

It contains:

• Frequency distribution of words used in tweets. (both positive and negative)
• Sentiment score comparision over time.
• Statistics about tweets.

pip install -r requirements.txt

pip install snscrape

Windows

./scripts/download_latests.ps1 csharp 10000
./scripts/download_range.ps1 csharp 100 2016-01-01 2022-06-01 30
./scripts/download_latests.ps1 java 10000
./scripts/download_range.ps1 java 100 2016-01-01 2022-06-01 30

python ./main.py

Linux

./scripts/download_latests.sh csharp 10000
./scripts/download_range.sh csharp 100 2016-01-01 2022-06-01 30
./scripts/download_latests.sh java 10000
./scripts/download_range.sh java 100 2016-01-01 2022-06-01 30

python ./main.py