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 analys

Research Discussion #1

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.

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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Be  sure to proofread carefully (Use Grammarly – the premium version! Make  sure your writing score is more than 90) and cite your sources (APA 7.0  ed).

NOTE:

1. Post your 500-700 word answers by Wednesday 11:55 pm to earn a maximum of 14 points. 
2. Offer  at least two 300-400 word comments (replies) to posts from your peers’  discussions by Sunday 11:55 pm to earn a maximum of 8 points each (total  16 points)
3. The total grade on each week's RD is 30 points.