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big-data-uni-project's Introduction

ICS613-50 Group Project

Project Description

Group Members: Prakat Tuladhar, Seong Kang
Date: Fall of 2022
Goal: Use the big data computing tools we cover in this class to analyze and extract useful information from a dataset of your choice. When evaluating your project, I will consider:

  • The usefulness of the dataset.
  • The selected data analysis tasks.
  • Presentation, summarization, and visualization of your results.
  • Report writing.

Data Analysis

Analysis done over 3 stock tickers, robinhood holding volume and COVID data for interesting trends.

  1. Combine the datasets for different files into a single file for Stock price database and Robinhood popularity stock.
  2. Get the average of prices of those 3 stocks for trend and comparison.
  3. Compare the weekly transaction volume of the 3 stocks and see how that fluctuate based on the Covid19 case weekly total.
  4. Get user change for a given day for Robinhood user stock holding data.
  5. Comparing relation between Stock Prices and Robihoob user’s holdings over a month’s period. Get how many days over the year the stocks dipped and the number of holders in robinhood increased.

Stock Analysis

Project Specifications

  • Hadoop
  • Map Reduce
  • Oozie
  • Pyspark

Datasets

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