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How types of data-levels of measurements will be involved


Discussion:

Topic: Data

1. When Statistics is considered for Research, how types of data and Levels of Measurements will be involved to address the needs for more in-depth analysis? Please post your ideas and thoughts based on your readings and experience in short. Need Assignment Help?

2. Big data analytics is so demanding nowadays and there are many tools and techniques for analyzing the massive data sets. So what is the necessity of sampling when we can handle any size of data sets for statistical analysis? Explain your facts.

Professor's Guidance

Every kind of data has a rare quality of describing things after assigning a specific value to it. For analysis, you need to organize these values, processed and presented in a given context, to make them useful. Data can be in different forms; here are the primary data types. Data  analysis and qualitative data research work a little differently from  the numerical data as the quality data is made up of words,  descriptions, images, objects, and sometimes symbols. Getting insight from such complicated information is a complicated process. Hence it is typically used for exploratory research and data analysis.

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