Sarcasm Prediction

Problem Overview

We have worked on a dataset that contains news headlines - which are aimed to be written in a sarcastic manner by the news author. Our object was to build a Natural Language Processing model for predicting whether the headline is sarcastic or not

Data Description

Each record of dataset consists of two attributes:

1. is_sarcastic: 1 if the record is sarcastic otherwise 0. This is the target variable.

2. headline: this is the headline of the news article

Dataset

Train_Dataset.csv

Test_Dataset.csv

Libraries

All the libraries that was used

1. Python>=3.8
2. Numpy>=1.19
3. Pandas>=1.3.5
4. Sklearn>=0.22

Install libraries

How to install all the necessary libraries using pip

pip install -r requirements.txt