01710nam a2200289Ia 4500 on1235950428 OCoLC ta 210203r20132012caua 001 0 eng d 9781449321888 1449321887 (OCoLC)1235950428 TULIB tha TULIB QA76.9.D3 M337 2013 McCallum, Q. Ethan. Bad data handbook / Q. Ethan McCallum. Sebastopol, CA : O'Reilly, 2013. xvi, 245 p. : ill. 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. Database management Handbooks, manuals, etc. Electronic data processing Handbooks, manuals, etc. Data editing. Databases Quality control. lcc BK 0 0 0 0 PNLIB PNLIB CIRC 2021-06-17 QA76.9.D3 M337 2013 PNLIB21060075 2021-06-17 2021-06-17 RB 261 261