There are many steps involved in collecting and Analyzing big data,and they are

Identify the problem

First, you need to identify the problem that you wish to solve by collecting big data.

Identify data sources

Identify all data sources that you can use to collect data for your business.

Clean and transform the data

Clean and transform the data as per your needs. This step includes data cleaning, data quality checking, and data enrichment.

Choose the big data tool

Big data provides many tools. Choose the right tool as per your requirements and budget.

Analyze the data

Once the data is cleaned and stored, it is time to analyze it. This process can be complex and time-consuming.

Visualize the data

Use data visualization tools to create meaningful and easy-to-understand visual representations of your analysis results.

Take action

The final step is to take action based on the results of your analysis.