What Makes a Well-Documented Notebook? A Case Study of Data Scientists' Documentation Practices in Kaggle.
April Yi WangDakuo WangJaimie DrozdalXuye LiuSoya ParkSteve OneyChristopher BrooksPublished in: CHI Extended Abstracts (2021)
Keyphrases
- high energy physics
- data sets
- data analysis
- database
- data collection
- data processing
- case study
- complex data
- high quality
- data structure
- data points
- image data
- statistical analysis
- small number
- databases
- data mining techniques
- data sources
- database systems
- decision trees
- experimental data
- data acquisition
- statistical methods
- data quality
- machine learning
- neural network