Idea dump for data science projects
https://www.ncbi.nlm.nih.gov/geo/download/?acc=GSE2125&format=file (There is no RAW data for some datasets.)
Ways to extract useful data from datasets:
1-Best way to analyze: Normalize the RAW data
2-Hackish way: Normalize RAW data such that we get the closest possible normalization method to the normalization of the dataset
3-Worst way: Get the average(or sum) of the normalized datas of the control group of both studies, and use this average to get the closest coefficents of normalization.