Do you need a data science project in finance domain?
Do you want to work on freshly collected dataset?
Do you need a newly created dataset to work on so that your project can help you get a job?
Do you also need an example on how to perform exploratory data analysis on time series data?
Then look no where. This is because you are at the right place and at the right time.
This dataset was collected using pandas_datareader library. Data source is stooq. This dataset consist of the stock price of TCS from January, 2019 till April, 2023. This data can be used to perform time series analysis on any stock price such as open, close, high or low.
I have also created a notebook showing how you can perform exploratory data analysis on time series data.
TASK:
- Determine moving average.
- Determine weighted moving average.
- Determine cumulative moving average.
- Determine exponential moving average.