CXMS Tools

Data Explorer

Paste a dataset and let CXMS run a structured exploratory data analysis: schema detection, data quality checks, charts, relationships, nearest neighbours, hypotheses and practical improvement ideas.

Chart selection is inspired by From Data to Viz , the excellent visualisation decision-tree project by Yan Holtz and Conor Healy. CXMS uses this as a learning reference while running its own Python-based exploratory data analysis.