bkeegan, 1 month ago @ryanrandall The best paper I’ve encountered about the validity threats to data cleaning is 12 years old and focuses on SNA: https://crowston.syr.edu/sites/crowston.syr.edu/files/JAIS.RA-JAIS-08-0130-ReferencesFixed.pdf As someone who teaches an EDA-adjacent class, it’s wild how data science education gets away with hand-waving “data cleaning is context dependent” and that’s where conversation stops.
@ryanrandall The best paper I’ve encountered about the validity threats to data cleaning is 12 years old and focuses on SNA: https://crowston.syr.edu/sites/crowston.syr.edu/files/JAIS.RA-JAIS-08-0130-ReferencesFixed.pdf
As someone who teaches an EDA-adjacent class, it’s wild how data science education gets away with hand-waving “data cleaning is context dependent” and that’s where conversation stops.