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Mary Barker — 1910 US Census Record
Linked across censuses1910 United States Federal Census · Fulton, Arkansas
Our Model Tree links this Mary Barker across the 1910 and 1920 US Censuses in Fulton, Arkansas (XGBoost, ~Confirmed) — first a daughter (b.~1896), then head of a 9-person household.
Age 14
b. ~1896
Female
Daughter
Born: Arkansas
Single
1910 Census Record Details
| Census Year | 1910 |
| Location | Fulton, Arkansas |
| Surname | Barker |
| Given Name | Mary J |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 14 |
| Marital Status | Single |
| Birthplace | Arkansas |
| Father's Birthplace | Indiana |
| Mother's Birthplace | Arkansas |
| Additional Details | |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
| Township / Ward | Benton Township |
| Est. Birth Year | ~1896 |
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.
9 people recorded at the same address in the 1910 census.
| Name | Relation to head | Relative to Mary | Age | Birth yr |
|---|---|---|---|---|
| Mary Barker | Daughter | — | 14 | ~1896 |
| Martin Barker | Head | — | 42 | ~1868 |
| Virgil Barker | Son | — | 9 | ~1901 |
| Elmer Barker | Son | — | 16 | ~1894 |
| Philip Barker | Son | — | 7 | ~1903 |
| Luther Barker | Son | — | 4 | ~1906 |
| Roy Barker | Son | — | 2 | ~1908 |
| Harvey Barker | Son | — | 11 | ~1899 |
| Sophronia Barker | Spouse | — | 36 | ~1874 |
Census Appearances
1910
Fulton, Arkansas
Daughter, age 14
Fulton, Arkansas · implied b. ~1896 — 9 household members
| Surname | Barker |
| Given Name | Mary J |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 14 |
| Marital Status | Single |
| Birthplace | Arkansas |
| Father's Birthplace | Indiana |
| Mother's Birthplace | Arkansas |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
1920
Fulton, Arkansas
Daughter, age 23
Fulton, Arkansas · implied b. ~1897 — 10 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Barker |
| Given Name | Mamie |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 23 |
| Marital Status | Single |
| Birthplace | Arkansas |
| Father's Birthplace | Indiana |
| Mother's Birthplace | Arkansas |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
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 Mary Barker across 2 US Census years (1910 and 1920) in Fulton, Arkansas, using XGBoost record linkage.
Show:
This person
Anchor record
Mary Barker
Daughter · 1910 · age 14 · b. ~1896 · Arkansas
★ You are viewing this record
Sibling
Virgil Barker
Sibling · 1910 · age 9
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Philip Barker
Sibling · 1910 · age 7
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Luther Barker
Sibling · 1910 · age 4
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Roy Barker
Sibling · 1910 · age 2
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Harvey Barker
Sibling · 1910 · age 11
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Elmer Barker
Sibling · 1910 · age 16
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 — Fulton, Arkansas
Open full size
1910 US Federal Census — Fulton, Arkansas
Page Contents
49 people indexed on this census page (ia:1910:13thcensus1910po0050unit:0519)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 51 | Noah Hall | 42 | Head | Farmer | Missouri |
| 52 | Delitha A Hall | 43 | Wife | — | Missouri |
| 53 | Martha V Hall | 20 | Daughter | — | Missouri |
| 54 | Hester Hall | 17 | Daughter | — | Arkansas |
| 55 | Jim H Hall | 15 | Son | — | Arkansas |
| 56 | David Ja Hall | 12 | Son | — | Arkansas |
| 57 | Theodore M Hall | 9 | Son | — | Arkansas |
| 58 | Willie J Hall | 6 | Son | — | Arkansas |
| 59 | Wiley L Hall | 5 | Son | — | Arkansas |
| 60 | Etta Hall | 2 | Daughter | — | Arkansas |
| 61 | Al Hall | 23 | Head | Farmer | Arkansas |
| 62 | Mettie Hall | 20 | Wife | — | Arkansas |
| 63 | Blitha A Hall | 2 | Daughter | — | Arkansas |
| 64 | Audry Cecil Hall | 0 | Daughter | — | Arkansas |
| 65 | James Renfro | 37 | Head | Driver | Arkansas |
| 66 | Ollie Renfro | 24 | Wife | — | Arkansas |
| 67 | Willie Renfro | 1 | Son | — | Arkansas |
| 68 | Sarah J Robinson | 36 | Head | Farmer | Arkansas |
| 69 | Vaughn Mary J Robinson | 17 | Daughter | — | Arkansas |
| 70 | Maude M Robinson | 13 | Daughter | — | Arkansas |
| 71 | William J Robinson | 11 | Son | — | Arkansas |
| 72 | Dora Robinson | 7 | Daughter | — | Arkansas |
| 73 | Sallie Bell | 31 | Head | Nurse | Arkansas |
| 74 | Mary Bell | 13 | Daughter | — | Arkansas |
| 75 | Annie Bell | 11 | Daughter | — | Arkansas |
| 76 | Ivey Bell | 9 | Daughter | — | Arkansas |
| 77 | Lona Bell | 7 | Daughter | — | Arkansas |
| 78 | Etta Bell | 6 | Daughter | — | Arkansas |
| 79 | James Kirby | 25 | Head | Laundress | Tennessee |
| 80 | Clarence Kirby | 22 | Son | Laborer | Arkansas |
| 81 | Lowdie Brown | 32 | Boarder | Pineriver | Georgia |
| 82 | Erno Smith | 61 | Head | Farmer | Arkansas |
| 83 | Wallace Smith | 23 | Son | Laborer | Arkansas |
| 84 | Daniel Purtle | 110 | Boarder | Own Income | Mississippi |
| 85 | Lillard Melvin | 25 | Head | Farmer | Arkansas |
| 86 | Eva Melvin | 25 | Wife | — | Arkansas |
| 87 | Lawrence Melvin | 12 | Son | — | Arkansas |
| 88 | Lucous Melvin | 11 | Son | — | Arkansas |
| 89 | Sonny Melvin | 5 | Son | — | Arkansas |
| 90 | Ned Melvin | 2 | Son | — | Arkansas |
| 91 | Martin Barker | 42 | Head | Farmer | Indiana |
| 92 | Sophronia Barker | 36 | Wife | — | Arkansas |
| 93 | Elmer Barker | 16 | Son | — | Arkansas |
| 94 | Mary J Barker THIS PERSON | 14 | Daughter | — | Arkansas |
| 95 | Harvey Barker | 11 | Son | — | Arkansas |
| 96 | Virgil Barker | 9 | Son | — | Arkansas |
| 97 | Philip Barker | 7 | Son | — | Arkansas |
| 98 | Luther Barker | 4 | Son | — | Arkansas |
| 99 | Roy Barker | 2 | Son | — | Arkansas |
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)