There is a growing trend amongst enterprises now a days to do market study using sentiment analysis and profanity checking, when any company releases a new product for announce a merger, they normally introduce a hashtags or campaign slogan, and leveraging that they try to collect user data from social media to get an overview. Our goal pf this project was to provide a unified solution, which anyone can use for researching a keyword or hashtags and do sentiment analysis on that dataset with a view. We tried to make our entire app dynamic and, so that it will readily deployable and open to any further enhancement.
To run the code in your local system you will need four things, assuming you already have git installed
- Java 8
- Maven 3+
- Node js 12
- Python 3
Installation instructions which I found helpful:
- For Java you can use this link, we used grallvm for dev use, but any jdk would work as long as its 8, please refrain from using 11, it may not run spring modules.
- Node Js use this link
- Python 3, we used Anaconda distribution but technically any 3 distribution should work
- Maven 3.6 is being used in this project but you can use any 3 above version as well
Once you install and everything is setup, go your command prompt and check if they are in your path and setup was correct.
$ java -version
$ node -v
$ python –version
$ maven -v
If all of them responded correctly, please proceed to the next section
Clone the application and you should see three main folder
- data analyzer - python web and sentiment analysis module
- file-read-api - node api for monitoring
- twitter-api - spring web module for two twitter api and web views
Open three command prompt, and cd into three separte folder
run below from twitter api
mvn -v spring-boot:run
run below from data analyzer
pip install flask
pip install nltk
pip install preprocessor
pip install profanity-check
python api.py
run below from file-read-api
node app.js
if eveything is running and you can see no error in terminal, open any web browser(except older ie) and type (http://localhost:8080/search.html)
- Intellij IDEA
- VS Code
- Java
- Spring
- HTML/JS/CSS
- Jquery
- Bootstrap
- NodeJs
- Python
- Diptam Sarkar
- Riya Gupta
- Chitra Uppalapati
We referred ideas and codes for inspiration from Spring official documentation, NLTK sentiment analyis examples, Bootstrap 5 docs, freecodecamp sentiment analysis youtube videos