Bad data handbook /
What is bad data? Some people consider it a technical phenomenon, like missing values or malformed records, but bad data includes a lot more. In this handbook, data expert Q. Ethan McCallum has gathered 19 colleagues from every corner of the data arena to reveal how they've recovered from nasty...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Sebastopol, CA :
O'Reilly Media,
©2012.
|
| Subjects: | |
| Online Access: | CONNECT |
MARC
| LEADER | 00000cam a2200000Ia 4500 | ||
|---|---|---|---|
| 001 | in00006055096 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 130124s2012 caua obf 001 0 eng d | ||
| 005 | 20220714134222.0 | ||
| 035 | |a 1WRLDSHRocn825071196 | ||
| 040 | |a UMI |b eng |e pn |c UMI |d TEFOD |d N$T |d COO |d WAU |d YDXCP |d DEBSZ |d OCLCO |d AU@ |d TEFOD |d OCLCQ |d OCLCF |d OCLCQ |d FEM |d NRC |d OCLCQ |d HCO |d BRL |d CEF |d UAB |d OCLCO | ||
| 019 | |a 827175029 |a 968037772 |a 969069540 | ||
| 020 | |a 9781449324988 |q (electronic bk.) | ||
| 020 | |a 1449324983 |q (electronic bk.) | ||
| 020 | |a 9781449324971 |q (electronic bk.) | ||
| 020 | |a 1449324975 |q (electronic bk.) | ||
| 020 | |a 9781449324957 | ||
| 020 | |a 1449324959 | ||
| 020 | |z 9781449321888 | ||
| 020 | |z 1449321887 | ||
| 035 | |a (OCoLC)825071196 |z (OCoLC)827175029 |z (OCoLC)968037772 |z (OCoLC)969069540 | ||
| 037 | |a CL0500000186 |b Safari Books Online | ||
| 037 | |a 9BF1536D-FE07-4C0E-A542-531E9B9C1930 |b OverDrive, Inc. |n http://www.overdrive.com | ||
| 050 | 4 | |a QA76.9.D3 | |
| 082 | 0 | 4 | |a 005.74 |2 23 |
| 049 | |a TXMM | ||
| 245 | 0 | 0 | |a Bad data handbook / |c [edited by] Q. Ethan McCallum. |
| 260 | |a Sebastopol, CA : |b O'Reilly Media, |c ©2012. | ||
| 300 | |a 1 online resource (xvi, 245 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |2 rda | ||
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a What is bad data? Some people consider it a technical phenomenon, like missing values or malformed records, but bad data includes a lot more. In this handbook, data expert Q. Ethan McCallum has gathered 19 colleagues from every corner of the data arena to reveal how they've recovered from nasty data problems. From cranky storage to poor representation to misguided policy, there are many paths to bad data. Bottom line? Bad data is data that gets in the way. This book explains effective ways to get around it. Among the many topics covered, you'll discover how to: Test drive your data to see if it's ready for analysis Work spreadsheet data into a usable form Handle encoding problems that lurk in text data Develop a successful web-scraping effort Use NLP tools to reveal the real sentiment of online reviews Address cloud computing issues that can impact your analysis effort Avoid policies that create data analysis roadblocks Take a systematic approach to data quality analysis. | ||
| 590 | |a O'Reilly Online Learning Platform: Academic Edition (SAML SSO Access) | ||
| 650 | 0 | |a Database management |v Handbooks, manuals, etc. | |
| 650 | 0 | |a Electronic data processing |v Handbooks, manuals, etc. | |
| 655 | 7 | |a Handbooks and manuals. |2 fast |0 (OCoLC)fst01423877 | |
| 700 | 1 | |a McCallum, Q. Ethan. | |
| 730 | 0 | |a WORLDSHARE SUB RECORDS | |
| 776 | 0 | 8 | |i Print version: |a McCallum, Q. Ethan. |t Bad data handbook. |d Beijing ; Sebastopol [Calif.] : O'Reilly, 2012, ©2013 |z 9781449321888 |w (OCoLC)794362453 |
| 856 | 4 | 0 | |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781449324957/?ar |z CONNECT |3 O'Reilly |t 0 |
| 949 | |a ho0 | ||
| 994 | |a 92 |b TXM | ||
| 998 | |a wi |d z | ||
| 999 | f | f | |s 8ee478e3-a315-4ccf-9e2c-7793551ddb1c |i 53612971-05da-4127-8e54-98e9001f47de |t 0 |
| 952 | f | f | |a Middle Tennessee State University |b Main |c James E. Walker Library |d Electronic Resources |t 0 |e QA76.9.D3 |h Library of Congress classification |
| 856 | 4 | 0 | |3 O'Reilly |t 0 |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781449324957/?ar |z CONNECT |
