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The Census Tree: Machine Learning Models

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ICPSR2023-01-01 更新2026-04-16 收录
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https://www.openicpsr.org/openicpsr/project/193324/version/V1/view
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The Census Tree is the largest-ever database of record links among the historical U.S. censuses, with over 700 million links for people living in the United States between 1850 and 1940. These links allow researchers to construct a longitudinal dataset that is highly representative of the population, and that includes women, Black Americans, and other under-represented populations at unprecedented rates. <br>This folder includes all 36 machine learning models trained on Family Tree links for U.S. Census records from 1850 to 1940 (see Buckles, Haws, Price, and Wilbert (2023), available at https://censustree.org). We also include code to create features and obtain predicted match scores from a set of potential links.<br><br>
提供机构:
Cornell University; University of Notre Dame; Brigham Young University
创建时间:
2023-01-01
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