Data Processing
Data Collecting
Data Collecting
The procedure for collecting and measuring accurate data for research using approved standard techniques. In most cases, data collection is the primary and most crucial step for scientific research and decision-making processes.
Validation
Validation
This is a method for checking the accuracy and quality of data, typically performed before importing and processing. It can also be considered a form of data cleaning. Data validation ensures that data is complete (no blank or null values), unique (contains distinct values that are not duplicated), and that the range of values is consistent with what you expect.
Analysis
Analysis
Data analysis is examining, purifying, transforming, and modelling data by applying a logical relationship according to a methodology that aims to exploit it to discover helpful information, give conclusions, and support decision-making.
Mapping
Mapping
It is the process of producing maps that include information and the relationships between them to display them
Thematic Maps
Thematic Maps
A map dedicated to one purpose and only one subject through which this topic is presented: A thematic map focuses on the spatial variability of a specific distribution or theme (such as population density or average annual income)
Reference Maps
Reference Maps
A map dedicated to several topics and can be used for different purposes at the same time
