STOCK DATA STREAMING AND ANALYSIS

DESCRIPTION

This project is basically for collecting enormous data and analysing it.
It includes live streaming of data from FOREX trading API and Electric Vehicle stocks API.
The data is fetched and processed using Kafka Streaming and Spark streaming.
Throughout this project stocks of Forex data and Electric Vehicle parts making companies data were analyzed and business use case is implemented.
The analyzed data is then visualized by plotting different graphs using python libraries.

STREAMING TOOLS

Websocket,
Requests library,
Pandas datareader library,
Netcat,
API : Tiingo API,Alpha Vantage API.
data visualization tool: matplotlib,Seaborn

TECHNOLOGIES USED:

Spark
Kafka
Pyspark

ROLES AND RESPONSIBILITIES

DATA STREAMING AND SPARK submit job
Use cases
Visualization
EV stock use case
Deployment