TY  - BOOK
AU  - McCallum,Q.Ethan
TI  - Bad data handbook
SN  - 9781449321888
AV  - QA76.9.D3 M337 2013
PY  - 2013///
CY  - Sebastopol, CA
PB  - O'Reilly
KW  - Database management
KW  - Handbooks, manuals, etc
KW  - Electronic data processing
KW  - Data editing
KW  - Databases
KW  - Quality control
N1  - Reprint. Originally published: 2012; Includes bibliographical references and index; Setting the pace : what is bad data? -- Is it just me, or does this data smell funny? -- Data intended for human consumption, not machine consumption -- Bad data lurking in plain text -- (Re)organizing the web's data -- Detecting liars and the confused in contradictory online reviews -- Will the bad data please stand up? -- Blood, sweat, and urine -- When data and reality don't match -- Subtle sources of bias and error -- Don't let the perfect be the enemy of the good : is bad data really bad? -- When databases attack : a guide for when to stick to files -- Crouching table, hidden network -- Myths of cloud computing -- The dark side of data science -- How to feed and care for your machine-learning experts -- Data traceability -- Social media : erasable ink? -- Data quality analysis demystified : knowing when your data is good enough
ER  -