Text as Data
Journal of Economic Literature· 2019-09-01· article· 1,260 citationsclosed
Computational and Text Analysis MethodsDigital Humanities and ScholarshipSentiment Analysis and Opinion Mining
Abstract
An ever-increasing share of human interaction, communication, and culture is recorded as digital text. We provide an introduction to the use of text as an input to economic research. We discuss the features that make text different from other forms of data, offer a practical overview of relevant statistical methods, and survey a variety of applications. (JEL C38, C55, L82, Z13)
Cite this
Matthew Aaron Gentzkow, Bryan Kelly, Matt A. Taddy (2019). Text as Data. Journal of Economic Literature. https://doi.org/10.1257/jel.20181020
@article{aaron2019text,
title = {Text as Data},
author = {Gentzkow, Matthew Aaron and Kelly, Bryan and Taddy, Matt A.},
year = {2019},
journal = {Journal of Economic Literature},
doi = {10.1257/jel.20181020}
}Citations in this library
Stored only when both papers are in the corpus — 1,260 citations exist upstream.
References
2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts