Quality: About This Data Set
The dataset here has some incorrect measurements on size charts which I have tried to detect using Outlier Analysis shown in the Main Page
Is the data complete?
Yes the dataset is complete The data is complete and accountable as the data was extracted from popular e-commerce sites and they perform various checks when uploading inventory on their website from different vendors. However, we do observe some outliers in various categories.
Is the data coherent?
Yes the data is coherent and validates my hypothesis of non-standardized size lables while still showing some seperation between the sizes as shown in Size Distribution Plot on the Main page. Also the the relationship between different size measurement maintains the correct ratio as shown in the Multivariate Probability distribution plot show on the Main Page. It shows the relationship between Half Chest and Shoulder which is linear and correlated. This Analysis was done for all the measurements and there was strong correlation between different measurements
Is the data correct?
he dataset here has some incorrect measurements on size charts which I have tried to detect using Outlier Analysis shown in the Main Page