Well explained @Maverick, In simple words the process of Data analysis consists of -
- Data Loading - load data from various data sources
- Data Cleaning - cleaning data i.e removing or filling null values, remove unnecessary data fields, rows, etc
- Data Transformation - transform data to the same format, formatting of data.
- Data Modelling - model or visualize data in various forms such as a table, charts, graphs, etc
- Data Analysis - perform data on the models made using in the previous step and gather insights, problems and solutions.