AUTO VISUALIZATION ENGINE - State of art system to convert retail sales data in any excel table format into standard visualization

Abstract

"Auto visualization creating system which work with column header names to identify columns through a classification model. Word Embeddings of columns names obtained through clip-multilingual model & classification model fitted using the manually created standard column categories. After trialing out multiple classification models, best accuracy was given by a Cat-Boost classifier. A system was created using python to populate a standard excel file when any type of new retail sales dataset is given. This is connected to a Power Bi visualization which created focusing on the retail sales KPIs."