| 000 -LEADER |
|---|
| fixed length control field |
03341cam a22005055i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230901120828.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230314t20222022njua b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780691207544 |
| Qualifying information |
(hardcover) |
|
|---|
| International Standard Book Number |
0691207542 |
| Qualifying information |
(hardcover) |
|
|---|
| International Standard Book Number |
9780691207551 |
| Qualifying information |
(paperback) |
|
|---|
| International Standard Book Number |
0691207550 |
| Qualifying information |
(paperback) |
|
|---|
| Canceled/invalid ISBN |
9780691207551 |
| Qualifying information |
electronic book |
|
|---|
| Canceled/invalid ISBN |
9780691207995 |
| Qualifying information |
ebook |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)on1295105650 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
UKMGB |
| Language of cataloging |
eng |
| Transcribing agency |
UKMGB |
| Description conventions |
rda |
| Modifying agency |
OCLCO |
| -- |
GZN |
| -- |
OCLCF |
| -- |
USD |
| -- |
YDX |
| -- |
PIT |
| -- |
OCLCO |
| -- |
GUA |
| -- |
MBB |
| -- |
SFB |
| -- |
QGQ |
| -- |
NWQ |
| -- |
EAU |
| -- |
QGK |
| -- |
UND |
| -- |
UKMGB |
| -- |
QGJ |
| -- |
DLC |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
70.03 |
| Number source |
bcl |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Grimmer, Justin, |
| 9 (RLIN) |
7225 |
|
|---|
| Personal name |
Stewart, Brandon M. |
| 9 (RLIN) |
7226 |
|
|---|
| Personal name |
Roberts, Margaret E. |
| 9 (RLIN) |
7227 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Text as Data: A New Framework for Machine Learning and the Social Sciences |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Princeton : |
| Name of producer, publisher, distributor, manufacturer |
Princeton University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2022] |
|
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2022 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xix, 336 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
|
|---|
| Content type term |
still image |
| Content type code |
sti |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages [307]-329) and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning tools are rapidly transforming the way science and business are conducted. Text as Data shows how to combine new sources of data, machine learning tools, and social science research design to develop and evaluate new insights.Text as Data is organized around the core tasks in research projects using text--representation, discovery, measurement, prediction, and causal inference. The authors offer a sequential, iterative, and inductive approach to research design. Each research task is presented complete with real-world applications, example methods, and a distinct style of task-focused research. Bridging many divides--computer science and social science, the qualitative and the quantitative, and industry and academia--Text as Data is an ideal resource for anyone wanting to analyze large collections of text in an era when data is abundant and computation is cheap, but the enduring challenges of social science remain." --Page 4 of cover. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Text data mining. |
| 9 (RLIN) |
7228 |
|
|---|
| Topical term or geographic name entry element |
Social sciences |
| General subdivision |
Data processing. |
| 9 (RLIN) |
7229 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 9 (RLIN) |
6995 |
|
|---|
| Topical term or geographic name entry element |
Sciences sociales |
| General subdivision |
Informatique. |
| 9 (RLIN) |
7230 |
|
|---|
| Topical term or geographic name entry element |
Apprentissage automatique. |
| 9 (RLIN) |
7231 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01004795 |
| 9 (RLIN) |
6995 |
|
|---|
| Topical term or geographic name entry element |
Social sciences |
| General subdivision |
Data processing. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01122901 |
| 9 (RLIN) |
7229 |
|
|---|
| Topical term or geographic name entry element |
Text data mining. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst02008831 |
| 9 (RLIN) |
7228 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Roberts, Margaret E., |
| Relator term |
author. |
| Relationship |
aut |
| Real World Object URI |
https://isni.org/isni/0000000483580847 |
| 9 (RLIN) |
7232 |
|
|---|
| Personal name |
Stewart, Brandon M., |
| Relator term |
author. |
| Relationship |
aut |
| 9 (RLIN) |
7233 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Details (Publisher) |
| Uniform Resource Identifier |
<a href="https://press.princeton.edu/books/paperback/9780691207551/text-as-data">https://press.princeton.edu/books/paperback/9780691207551/text-as-data</a> |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
0 |
| b |
ibc |
| c |
copycat |
| d |
1 |
| e |
ncip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Monography |
