Data Pre-Processing
- Data Cleaning
- Remove duplicate records / duplicate data rows / duplicate data entries.
- Fix error data entry and inconsistent data entry format.
- Handle missing values.
- Data Transformation
- Standardizing and normalizing data, e.g. units of measure.
- Data Reduction
- Reducing the size or complexity of data while preserving its essential information.
- Data Integration
- Harmonizing data, to eliminating discrepancies and inconsistencies from a common set of format standards and definitions.
- Merging data.
Create And Add Data To Database Table
- Use A Database.
- Create A Data Dictionary.
- Review And Implementing Database Schema, DFD (Data Flow Dictionary), ERD (Entity Relationship Diagram).
- Add Each Data To Database.
- Use The Comment Section In SQL File To Add Notes If Needed.
- Add An Attachment File Or Blob File Or Binary Data, If Needed And Your Database Management Is Supported.
- Add The Table Field.
- Enforce Rules And Constraint.
Show Data Process From Database Table
- Open A Table
- Search For A Data.
- Filter The Data List.
- Show Or Hide A Field Column.
- Display The Data From Joined Table.
Bibliography
http://ub.ac.id/ ( university )
https://www.datatopolicy.org/
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