Self Service Stream Data Analytics Platform

About Project

"Let Us Be Your Third Eye"

In this project, the aim is to develop a software for streaming data analytics. The input to the software is a set of streaming data resources. The software provides a set of functionalities including statistical analysis, such as counting, aggregating and predictive analytics/data mining functionalities on the streaming data.

The contribution of the project is basically due to analytics capability. The idea is to provide a set of functionalities common for different types of streaming data, and to design/develop an expansible environment with user defined functionalities.

The end-product is a web software involving a server module.

The project is designed for specifically two different data resources, text & numerical based data. Twitter and Yahoo Finance are selected as data providers. However, data sources can be extended as one wants.

What are the abilities of the software?

Analyzing tweets related to keywords provided by users. Results can be seen as bar chart, tag cloud, heat map and pie chart.

Retrieving various parameters of selected companies and present analyzed results on charts.

Future prediction of stock prices by linear regression model. The software can illustrate corelation between Twitter and Finance with user selection.

Frequently Asked Questions

Frequently asked questions about the project

What is the aim of the project?

This project aims to provide a set of functionalities common for different types of streaming data, and to design/develop an expansible environment with user defined functionalities.

What is the difference of your project from other similar projects?

There are several projects and tools on Big Data for real time analysis. However, most of these solutions focus on a specific data domain. Therefore, there is a need for generic software that is capable of processing various data domains in real time. Our aim is to fulfill this need by creating a library and a platform for self service data analytics on streaming data.

Can your project support other sources?

Twitter is the text base source and Yahoo Finance is the numerical source of the our project, but our project supports other sources if they are text base or numerical.