DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python.
Jinglin PengWeiyuan WuBrandon LockhartSong BianJing Nathan YanLinghao XuZhixuan ChiJeffrey M. RzeszotarskiJiannan WangPublished in: SIGMOD Conference (2021)
Keyphrases
- exploratory data analysis
- statistical modeling
- predictive modeling
- statistical models
- open source
- knowledge discovery
- user centric
- data mining
- data clustering
- data visualization
- databases
- information visualization
- principal components analysis
- similarity measure
- pattern recognition
- pairwise
- user interface
- parameter estimation
- image processing
- feature selection
- social networks