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dataanalysisandviz

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This is an exercise in using plotly to create interactive plots on stock performance of eight stocks using the SNP 500 as a benchmark.

For demonstration and educational purposes

A few features of the data analysis and viz repository:

  1. Simple exploration of Stock data that demonstrates basic data exploration
  2. Exploratory analysis on stock performance
  3. Creation of Normalization Function to normalize stock performance over time
  4. Plot function creation for 2D and interactive plot formation
  5. Daily return calculation for individual and multiple stocks
  6. Heatmap and correlation calculation
  7. Plotly Figure Factory Module

Plots Featured:

  • Daily Return Plots 2D

dailyreturns2d

Interactive

dailyreturnsinter

  • Normalized Stock Prices

2D

nonormstock

normstockprices2d

Interactive

normpriceptocksinter

pricesinter

  • Histogram Subplot

subplothistogram

  • Correlation Heatmap

corheatmap

  • Plotly Figure Factory Module

plotlyffm

Plot Zoomed In

plotlyffmzoom

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