McCallum, Q. Ethan. <br/><br/>
Bad data handbook / 
Q. Ethan McCallum. 
 - Sebastopol, CA :  O'Reilly,  2013. 
 - xvi, 245 p. :  ill. 
<br/><br/> Reprint. Originally published: 2012. 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781449321888 1449321887 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Database management--Handbooks, manuals, etc.<br/>Electronic data processing--Handbooks, manuals, etc.<br/>Data editing.<br/>Databases--Quality control.
<br/><br/><label>LC Class. No.: </label>QA76.9.D3  / M337 2013