Immigrants' Earnings Growth and Return Migration from the U.S.: Examining their Determinants using Linked Survey and Administrative Data
March 2019
Working Paper Number:
CES-19-10
Abstract
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By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the
text, highlighting the most significant topics and trends. This approach not only enhances searchability but
provides connections that go beyond potentially domain-specific author-defined keywords.
:
economist,
ethnic,
recession,
immigrant,
population,
native,
immigration,
migrate,
migration,
migrating,
migrant,
assimilation
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several tasks, including entity tagging.
The model is able to label words and phrases by part-of-speech,
including "organizations." By filtering for frequent words and phrases labeled as "organizations", papers are
identified to contain references to specific institutions, datasets, and other organizations.
:
Internal Revenue Service,
Social Security Administration,
Current Population Survey,
Employer Identification Numbers,
Survey of Income and Program Participation,
Social Security,
American Community Survey,
Social Security Number,
Detailed Earnings Records,
Protected Identification Key,
W-2,
Census Bureau Disclosure Review Board,
Disclosure Review Board,
Individual Taxpayer Identification Numbers
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