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Laura Nelson — US Census Records & Model Tree

We found 3016 free census records for Laura Nelson across 6 census years (1900–1950), in 49 states, DC, and 1 territory and 1008 counties. Each record includes our Model Tree — the same person linked across decades using machine learning, with per-link confidence scores.

Laura Nelson Census Records by State & County

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Family Members (in same household)
Showing of 3016 records for Laura Nelson US Census, ranked by Model Tree richness
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Year Name Age Location Birthplace Occupation Relation
1940 Laura Nelson 20 Irwin-County, Georgia Georgia Office Assistant Daughter
1930 Laura L. Nelson Baltimore, Maryland Maryland Secretary Daughter
1900 Laura Nelson 16 Bibb, Georgia Georgia At School Daughter
1930 Laura Nelson Spokane, Washington Denmark None Wife
1900 Laura Nelson 18 Goodhue, Minnesota Norway Housekeeper Wife
1940 Laura Nelson 48 Webster-County, Iowa Iowa — Wife
1940 Laura Nelson 46 Pierce-County, North Dakota Denmark — Wife
1940 Laura Nelson 79 Cook-County, Illinois Norway — Wife
1940 Laura M. Nelson 71 Ramsey-County, Minnesota Denmark — Wife
1940 Laura Nelson 47 Washington-County, New York New York — Head
1930 Laura Nelson Grant, South Dakota Denmark — Wife
1930 Laura M Nelson Lycoming, Pennsylvania Pennsylvania — Daughter
1930 Laura Nelson Hettinger, North Dakota North Dakota — Daughter
1930 Laura E Nelson Lycoming, Pennsylvania Pennsylvania — Wife
1930 Laura Nelson Freeborn, Minnesota Denmark — Wife
1940 Laura A. Nelson 48 Knox-County, Tennessee North Carolina — Wife
1940 Laura Nelson 21 Stokes-County, North Carolina North Carolina — Daughter
1900 Laura Nelson 32 Haywood, Tennessee Tennessee — Wife
1940 Laura Nelson 38 Cochise-County, Arizona Mexico — Wife
1910 Laura Nelson Leavenworth, Kansas Kansas — Daughter
1920 Laura Nelson Wakulla, Florida Florida — Daughter
1900 Laura Nelson 27 Choctaw, Alabama Alabama — Wife
1920 Laura M. Nelson Henrico, Virginia Virginia — Daughter
1940 Laura Nelson 13 Anderson-County, Tennessee Tennessee — Daughter
1940 Laura Nelson 13 Wood-County, Wisconsin Wisconsin — Daughter
1930 Laura Nelson Westchester, New York New York — Wife
1920 Laura Nelson Ripley, Indiana Indiana None Daughter
1940 Laura Nelson 17 Mckean-County, Pennsylvania Pennsylvania — Daughter
1910 Laura Nelson Fayette, Kentucky Kentucky — Daughter
1920 Laura Nelson Hinds, Mississippi Mississippi None Wife

About Laura Nelson US Census Records & Model Tree

We've indexed 3016 free, proprietary US Census records for Laura Nelson across 1900–1950, covering 49 states, DC, and 1 territory: Alabama, Alaska, Arizona, Arkansas, California, Colorado, Connecticut, Delaware, District of Columbia, Florida, Georgia, Guam, Idaho, Illinois, Indiana, Iowa, Kansas, Kentucky, Louisiana, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Montana, Nebraska, Nevada, New Hampshire, New Jersey, New Mexico, New York, North Carolina, North Dakota, Ohio, Oklahoma, Oregon, Pennsylvania, Rhode Island, South Carolina, South Dakota, Tennessee, Texas, Utah, Vermont, Virginia, Washington, West Virginia, Wisconsin, Wyoming.

Each record includes our Model Tree — a longitudinal reconstruction that links the same person across census decades using machine learning (XGBoost record linkage). Every link carries a confidence score: Verified (≥0.99), Confirmed (≥0.95), or Linked (lower confidence). This tells you not just what the census says, but how reliably we've connected records across time.

Every record also shows the full household — who Laura lived with, their ages, birthplaces, and occupations. For 1940 and 1950 records, you can view the original handwritten census page from the National Archives.

How we build the Model Tree. YourRoots independently indexes US Census records from NARA microfilm and links persons across decades using XGBoost-based record linkage. Each link's confidence is a per-pair match score from the model. Household corroboration (co-residents appearing on the same census pages in multiple years) strengthens the signal. The Model Tree is not a family tree submitted by users — it's reconstructed from the census data itself.

Last updated: July 30, 2026

Frequently Asked Questions

We have 3016 US Census records for Laura Nelson, from 1900 to 1950, across 49 states, DC, and 1 territory.
You'll see Laura's age, birthplace, occupation, and relationship to the head of household — plus everyone else who lived in the same home. For 1940 and 1950 records, you can also view the original handwritten census page.
Census records are a snapshot of a family every 10 years. You can follow Laura Nelson's household over time — see when children appear, when people move states, and who's living together. YourRoots connects census data with Tree Matching and AI tools so you can build out your tree faster.
Yes. All Laura Nelson census records on YourRoots are free to search and view — no subscription required. We built our own index from the original federal census images.
We have Laura Nelson records from the 1900 through 1950 US Federal Census, across 49 states, DC, and 1 territory. Use the year and state filters above to narrow your results.
Start by narrowing the year and state. If you know an approximate birth year, use the age column to match — census age minus the census year gives you a birth year estimate. Household members, birthplace, and occupation help confirm you have the right person.
The Model Tree is YourRoots' unique feature that links a person across multiple census decades and reconstructs their likely family — parents, siblings, spouse, and children — based on household patterns. It turns isolated records into a connected family network.
All records originate from the US Federal Census microfilm digitized by NARA (National Archives and Records Administration). YourRoots re-indexed the original page images using modern AI, catching names and details that older transcriptions missed.
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