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#SENTIMENT ANALYSIS ON FINANCIAL TWEETS

This is a Sentiment Analysis Project developed for the DuHacks Hackathon, is a web application which essentially takes statements from Users to perform Sentiment Analysis on them. The Web-App is made with flask framework for Back-end Development, a Convolutional Neural Network made from scratch with Keras,Tensorflow, sklearn, nltk which performs sentiment analysis and HTML, CSS and AJAX is used for the Front-End Development.

Installation Steps(Windows): Perform the following steps in order to install the Project onto your System:

Step 1: Clone on to your system

git clone https://github.com/prakrutipathak/Financial-Sentiment.git

Step 2: Create Virtual Environment:

python -m venv env

Step 3: Activate the Environment:

env\Scripts\Activate.bat

Step 4: Install all the Packages: After Activating the Virtual Environment type in the below command for installing all the packages used for the development of this project (Note: requirements.txt will be included in the project folder.).

pip install -r requirements.txt

Step 5: Execute Web.py (Note: Make Sure you Activate the Environment beforehand eachtime you execute.)! :)