/Time-Series-Data-Analysis

This is a Stock-Market-Price-Analysis

Primary LanguageJupyter Notebook

Time-Series-Data-Analysis

This is a Stock-Market-Price-Analysis

We can take as many stocks into analysis as possible but for the sake of clarity, used Top 4 stocks ['Apple', 'Google', 'Amazon', 'Microsoft'] according to my understanding.

Problem statements solved in this Analysis are :

  1. Analysing change in price of the stock overtime !
  2. Analysing moving average of various stocks
  3. Observing... closing price change date feature-wise
  4. Performing Resampling Analysis of Closing price
  5. Performing analysis to see if stocks ['Apple', 'Google', 'Amazon', 'Microsoft'] has any co-relation between the closing prices of each
  6. Analyse whether the Daily Return % change between stocks have any co-relation or not?

Problem statement 5 & 6 are of Co-Relation Analysis

Libraries used:

  1. pandas
  2. seaborn
  3. matplotlib
  4. plotly