Time_Series_Data_Analysis_on_Stocks

Description:

Performing Exploratory Time Series Data Analysis on Daily Stock Prices of the following companies (Apple, Microsoft, Google, Amazon) for a span of 5 years (2013-2018).

1️⃣ Importing Libraries

The Following Libraries are imported :

1> Pandas

2> Numpy

3> Seaborn

4> Matplotlib

2️⃣ About the Dataset

Navigate to the following link to view the .csv files of the respective companies. 👇

https://github.com/ManikantaSanjay/Time_Series_Data_Analysis_on_Stocks/tree/main/individual_stocks_5yr 🔗

3️⃣ Tasks Performed

Task 1 : Analysing the Closing Price of all the stocks

Task 2 : Analysing the Total Volume of stocks being traded each day

Task 3 : Analysing the Daily Price Change in stock.

Task 4 : Analysing the Monthly Mean of Close Column.

Task 5 : Analysing the Correlation between the Stock Prices of these Tech companies.

Task 6 : Analysing the Daily Return of Each Stock & Their Co-Relation

Task 7 : Value at Risk Analysis for Apple Stocks

4️⃣ Jupyter Notebook File 👇

https://github.com/ManikantaSanjay/Time_Series_Data_Analysis_on_Stocks/blob/main/Stock_Price_EDA.ipynb

Add a star 🌟 to the repo if u like it.:smiley: Thank You :v:

khushal786/Time_Series_Data_Analysis_on_Stocks