Data Analysis
4 Types of Data Analysis
https://chartio.com/learn/data-analytics/types-of-data-analysis/
Descriptive Analysis
“what happened” by summarizing past data, usually in the form of dashboards.
Diagnostic Analysis
takes the insights found from descriptive analytics and drills down to find the causes of those outcomes.
creates more connections between data and identifies patterns of behavior.
A critical aspect of diagnostic analysis is creating detailed information. When new problems arise, it is possible you have already collected certain data pertaining to the issue.
Predictive Analysis
Predictive analysis attempts to answer the question “what is likely to happen”. This type of analytics utilizes previous data to make predictions about future outcomes.
Prescriptive Analysis
combining the insight from all previous analyses to determine the course of action to take in a current problem or decision.
5 Steps of Analyze Data
https://www.analyticssteps.com/blogs/5-steps-data-analysis
- Determining the objective
- Gathering the data
- Cleaning the data
- Interpreting the data
- Sharing the results
4 Types of Data
https://www.mygreatlearning.com/blog/types-of-data/
Qualitative/Categorical Data
- Nominal Data
- Ordinal Data
Quantitative Data
- Discrete Data
- Continuous Data