B2M Profiler Module
With Exploratory Data Analysis, you can learn a lot about your data.
- Show your data numerical detailed.
- Show missing values in your data
- Show your correlation between your columns. For a successful model, it is important. Helps you select your column(s) to enter the model, or gives you an idea to change your columns.
There are 2 different ways to upload a new data set:
- Database Option: The new data set is uploaded via your your connected database.
- Filesystem Option: The new data with .csv, .txt, .xlx(s) and parquet extensions on your computer are loaded with the start upload button.
The next step for Filesystem Option is to upload the data file you want to ingest from the computer.
The next step for Database Option is select table and schema from connected db sources.
- When loading data with database or filesystem, you can do some data preprocessing steps like determine the primary variable, date index, deleting a column etc. (optional.)
- Then you can start ingestion via "Start Data Ingest" button.