29 citations · 31 across the 2 of their papers we have counts for
2 papers
cs.DB2021★ 29 cited
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python
Jinglin Peng, Weiyuan Wu, Brandon Lockhart +6
Exploratory Data Analysis (EDA) is a crucial step in any data science project. However, existing Python libraries fall short in supporting data scientists to complete common EDA ta…
cs.DB2019★ 2 cited
Detecting Data Errors with Statistical Constraints
Jing Nathan Yan, Oliver Schulte, Jiannan Wang +1
A powerful approach to detecting erroneous data is to check which potentially dirty data records are incompatible with a user's domain knowledge. Previous approaches allow the user…