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.

Be sure to proofread carefully $($Use Grammarly $-$ the premium version! Make sure your writing score is more than $90)$ and cite your

sources $($APA $7\mathrm{.}0$ ed$).$