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Laura Nelson — 1910 US Census Record
Linked across censuses1910 United States Federal Census · Fayette, Kentucky
Our Model Tree links this Laura Nelson across the 1900 and 1910 US Censuses in Fayette, Kentucky (XGBoost, ~Confirmed) — first a daughter (b.~1894), then head of a 6-person household.
Age 16
b. ~1894
Female
Daughter
Born: Kentucky
Single
1910 Census Record Details
| Census Year | 1910 |
| Location | Fayette, Kentucky |
| Surname | Nelson |
| Given Name | Laura |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | Mulatto |
| Age | 16 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Additional Details | |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
| Township / Ward | Lexington City |
| Est. Birth Year | ~1894 |
Household Members
Census records only state relationship to the household head.
Pairwise kinship is derived (~90–95% accurate), not recorded.
Step/blended families and boarders can break it.
6 people recorded at the same address in the 1910 census.
| Name | Relation to head | Relative to Laura | Age | Birth yr |
|---|---|---|---|---|
| John Nelson | Head | — | 37 | ~1873 |
| Laura Nelson | Daughter | — | 16 | ~1894 |
| Amanda Nelson | Daughter | — | 5 | ~1905 |
| Buford Nelson | Son | — | 13 | ~1897 |
| Charles Nelson | Son | — | 11 | ~1899 |
| Mary Nelson | Spouse | — | 36 | ~1874 |
Census Appearances
1900
Fayette, Kentucky
Daughter, age 7
Fayette, Kentucky · implied b. ~1893 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Nelson |
| Given Name | Laura |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | Black |
| Age | 6 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Birth Month | June |
| Birth Year | 1893 |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Occupation | At School |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1910
Fayette, Kentucky
Daughter, age 16
Fayette, Kentucky · implied b. ~1894 — 6 household members
| Surname | Nelson |
| Given Name | Laura |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | Mulatto |
| Age | 16 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
Model Tree
An inferred pedigree reconstructed from census links — up to 4 generations within the 1900–1950 window. Closer generations are built from household co-residence; deeper ones are bridged by following a relative to their own childhood census. Confidence compounds and weakens with each generation.
Our Model Tree links Laura Nelson across 2 US Census years (1900 and 1910) in Fayette, Kentucky, using XGBoost record linkage.
Show:
This person
Anchor record
Laura Nelson
Daughter · 1910 · age 16 · b. ~1894 · Kentucky
★ You are viewing this record
Sibling
Amanda Nelson
Sibling · 1910 · age 5
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Charles Nelson
Sibling · 1910 · age 11
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Buford Nelson
Sibling · 1910 · age 13
Source co-child of head (derived)
● Co-child · derived · ~0.88
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1910 US Federal Census — Fayette, Kentucky
Open full size
1910 US Federal Census — Fayette, Kentucky
Page Contents
50 people indexed on this census page (ia:1910:13thcensus1910po474unit:0529)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Harriet Campbell | 55 | Head | Washerwoman | Kentucky |
| 2 | Mike Hawkins | 45 | Brother | Laborer | Kentucky |
| 3 | Benjamin Snead | 75 | Head | Plasterer | Kentucky |
| 4 | Audra E Snead | 71 | Wife | — | Kentucky |
| 5 | Margaretta Trumbles | 34 | Daughter | — | Kentucky |
| 6 | Mary Henderson | 48 | Daughter | Housework | Kentucky |
| 7 | John W Minish | 49 | Head | Railroad | Virginia |
| 8 | Julia Minish | 50 | Wife | — | Kentucky |
| 9 | Robert F Bell | 48 | Head | Real Estate | Kentucky |
| 10 | Florence Bell | 25 | Wife | — | Kentucky |
| 11 | Florence R Bell | 5 | Daughter | — | Kentucky |
| 12 | Searcy F Bell | 0 | Son | — | Kentucky |
| 13 | Carrie Searcy | 12 | Sister-in-law | — | Kentucky |
| 14 | Sarah Overton | 28 | Head | Pantry | Kentucky |
| 15 | Annie Overton | 24 | Wife | — | Kentucky |
| 16 | Vina A Overton | 54 | Mother-in-law | Cook | Kentucky |
| 17 | Cary Jordan | 30 | Head | Teamster | Kentucky |
| 18 | Lillie Jordan | 33 | Sister | Laundress | Kentucky |
| 19 | Samuel Walker | 45 | Boarder | Laborer | Kentucky |
| 20 | Mary Walker | 17 | Sister | — | Kentucky |
| 21 | Hellen Dye | 2 | Cousin | — | Ohio |
| 22 | David Snider | 46 | Head | Brick Mason | Kentucky |
| 23 | Laura B Snider | 37 | Wife | — | Kentucky |
| 24 | Henry Mcdowell | 29 | Head | Cook | North Carolina |
| 25 | Hettie Mcdowell | 28 | Wife | Housework | Georgia |
| 26 | Henry Randolph | 30 | Head | Porter | Kentucky |
| 27 | Mary Randolph | 26 | Wife | Housework | Kentucky |
| 28 | Billie Overstreet | 62 | Mother-in-law | — | Kentucky |
| 29 | Louis Knox | 19 | Nephew | Laborer | Kentucky |
| 30 | James W Taylor | 54 | Head | Steward | Kentucky |
| 31 | Louisa Taylor | 55 | Wife | Seamstress | Kentucky |
| 32 | Ada Taylor | 17 | Adopted Child | Apprentice | Kentucky |
| 33 | Ellis Walker | 44 | Visitor | Laundress | Kentucky |
| 34 | Ada Travers | 42 | Head | Laundress | Kentucky |
| 35 | Lillie Buckner | 23 | Daughter | Maid | Kentucky |
| 36 | George Buckner | 35 | Boarder | Restaurant | Kentucky |
| 37 | Rufus Smith | 30 | Head | Brick Mason | Kentucky |
| 38 | Annie Smith | 26 | Wife | — | Kentucky |
| 39 | John Nelson | 37 | Head | Porter | Kentucky |
| 40 | Mary Nelson | 36 | Wife | Laundress | Kentucky |
| 41 | Laura Nelson THIS PERSON | 16 | Daughter | — | Kentucky |
| 42 | Buford Nelson | 13 | Son | — | Kentucky |
| 43 | Charles Nelson | 11 | Son | — | Kentucky |
| 44 | Amanda V Nelson | 5 | Daughter | — | Kentucky |
| 45 | Madge Richardson | 51 | Head | Washerwoman | Kentucky |
| 46 | Albert Harrison | 50 | Lodger | Laborer | Virginia |
| 47 | Edward Lance | 36 | Lodger | Laborer | Kentucky |
| 48 | Henry Lance | 26 | Lodger | Laborer | Kentucky |
| 49 | Lewis Canada | 25 | Lodger | Porter | Kentucky |
| 50 | John H Williams | 56 | Lodger | Laborer | Kentucky |
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1910 United States Federal Census (NARA). Our Model Tree links this person across census decades using XGBoost-based record linkage, with per-link confidence scores. Household corroboration strengthens the signal when co-residents appear on the same census pages in multiple years.
Source: National Archives and Records Administration (NARA)