Software Engineering Course Project [CSL456]
Project Documentation : Software Requirements Specification
Project Demo Snapshots : HERE
Members:
- Devendra Pratap Yadav [2014csb1010]
- Snehil Ameta [2014csb1035]
- Jatin Garg [2014csb1017]
- Simarjeet Singh [2014csb1033]
- Sakshum Sharma [2014csb1030]
About This Project
The aim of the this project is to help anyone analyse the data available on the Open Government Data Platform (OGD) of India.The platform has huge amount of data collected over several years but is usually present in a an unstructured form as raw numeric datasheets. Since data is an invaluable resource and can give us insights into various aspects like geographic, demographic, economic , health related , environmental, industrial, agricultural etc., we present a very easy to use tool with which one can look into this data in a much easier and intuitive way.
This tool gives you the power to analyse datasets in a graphical manner using graphs like column chart, area chart, line chart, pie chart, histogram. Various trends in the data can be easily observed using this feature. Another brilliant feature of this tool is that given a time series based data, you can see the prediction/future values of the dataset for further years based on the latest machine learning regression techniques. In a dataset you may select any column and make a prediction. Also, a user can save his work (form data for predictions and input values) on a dataset using History feature.
This project has been developed under the guidance of Dr. Balwinder Sodhi at IIT Ropar.
Major Features
Dataset Search
Raw Data View (through Datatables.js)
Data Trends Visualization (through Google Charts API)
Correlation between user-selected attributes
Prediction of single/multiple user-selected columns as output from single/multiple columns as input.
User History
The features are shown in the project demo snapshots link given at top.