Types of Data and Levels of Measurement in Data Science | Complete Guide
Types of Data and Levels of Measurement in Data Science | Complete Guide
In this video, we'll learn about the different types of data and levels of measurement used in data science. We'll cover:
Categorical vs Numerical data types
Nominal, Ordinal, Discrete and Continuous data
Qualitative vs Quantitative levels of measurement
Examples of each data type and measurement level
By the end of the video, you'll have a solid understanding of the key data types and measurement scales in data science.
Timestamp:
0:00 - Introduction
1:00 - Data Applications
1:46 - Types of Data
2:05 - Categorical Data
3:16 - Numerical Data
3:49 - Example of Discrete Numerical Data
4:25 - Example of Continuous Numerical Data
5:45 - Levels of Measurement
6:04 - Qualitative Measurement
6:19 - Nominal and Ordinal Measurement
6:41 - Examples of Nominal and Ordinal Measurements
8:00 - Quantitative Measurement
8:15 - Interval and Ratio Measurement
8:35 - Examples of Ratio and Interval
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