EW
Emma Walker — 1910 US Census Record
Linked across censuses1910 United States Federal Census · Northumberland, Pennsylvania
Our Model Tree links this Emma Walker across the 1900 and 1910 US Censuses in Northumberland, Pennsylvania (XGBoost, ~Confirmed) — first a daughter (b.~1895), then head of a 9-person household.
Age 15
b. ~1895
Female
Daughter
Born: Pennsylvania
Single
1910 Census Record Details
| Census Year | 1910 |
| Location | Northumberland, Pennsylvania |
| Surname | Walker |
| Given Name | Emma |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 15 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Additional Details | |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
| Township / Ward | Northumberland Borough |
| Est. Birth Year | ~1895 |
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 Emma | Age | Birth yr |
|---|---|---|---|---|
| Annie Walker | Daughter | — | 20 | ~1890 |
| Irene Walker | Daughter | — | 11 | ~1899 |
| Emma Walker | Daughter | — | 15 | ~1895 |
| Bertha Walker | Daughter | — | 13 | ~1897 |
| Oris Walker | Head | — | 57 | ~1853 |
| Thomas Walker | Other | — | 1 | ~1909 |
| Harry Walker | Son | — | 17 | ~1893 |
| John Walker | Son | — | 18 | ~1892 |
| Mary Walker | Spouse | — | 45 | ~1865 |
Census Appearances
1900
Northumberland, Pennsylvania
Daughter, age 4
Northumberland, Pennsylvania · implied b. ~1896 — 9 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Walker |
| Given Name | Emma |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 4 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Birth Month | Mar |
| Birth Year | 1896 |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1910
Northumberland, Pennsylvania
Daughter, age 15
Northumberland, Pennsylvania · implied b. ~1895 — 9 household members
| Surname | Walker |
| Given Name | Emma |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 15 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
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 Emma Walker across 2 US Census years (1900 and 1910) in Northumberland, Pennsylvania, using XGBoost record linkage.
Show:
This person
Anchor record
Emma Walker
Daughter · 1910 · age 15 · b. ~1895 · Pennsylvania
★ You are viewing this record
Sibling
John Walker
Sibling · 1910 · age 18
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Bertha Walker
Sibling · 1910 · age 13
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Harry Walker
Sibling · 1910 · age 17
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Irene Walker
Sibling · 1910 · age 11
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Annie Walker
Sibling · 1910 · age 20
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 — Northumberland, Pennsylvania
Open full size
1910 US Federal Census — Northumberland, Pennsylvania
Page Contents
50 people indexed on this census page (ia:1910:13thcensus1910po1384unit:0715)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 51 | Martin Kelly | 16 | Son | — | Pennsylvania |
| 52 | Ellen Kelly | 12 | Daughter | — | Pennsylvania |
| 53 | Helen Kelly | 8 | Daughter | — | Pennsylvania |
| 54 | George Kelly | 7 | Son | — | Pennsylvania |
| 55 | Florence Kelly | 4 | Daughter | — | Pennsylvania |
| 56 | Samuel Sanders | 61 | Head | Laborer | Pennsylvania |
| 57 | John E. Sanders | 26 | Son | Laborer | Pennsylvania |
| 58 | James H. Sanders | 34 | Head | Trimmer | Pennsylvania |
| 59 | Edna M. Sanders | 29 | Wife | — | Pennsylvania |
| 60 | Ralph S. Sanders | 7 | Son | — | Pennsylvania |
| 61 | Eugene Sanders | 6 | Son | — | Pennsylvania |
| 62 | George Hunsinger | 21 | Head | Dyer | Pennsylvania |
| 63 | Bessie Hunsinger | 25 | Wife | — | Pennsylvania |
| 64 | Morgan D. Hunsinger | 0 | Son | — | Pennsylvania |
| 65 | Lloyd Dressler | 20 | Brother-in-law | Laborer | Pennsylvania |
| 66 | Charles Hroon | 30 | Head | Laborer | Maryland |
| 67 | Nora Hroon | 23 | Wife | — | Pennsylvania |
| 68 | George Hroon | 4 | Son | — | Pennsylvania |
| 69 | Ellen Hroon | 2 | Daughter | — | Pennsylvania |
| 70 | Wilbert Hroon | 0 | Son | — | Pennsylvania |
| 71 | William Lissinger | 30 | Head | Laborer | Maryland |
| 72 | Mary Lissinger | 24 | Wife | — | Pennsylvania |
| 73 | Raymond Lissinger | 2 | Son | — | Pennsylvania |
| 74 | Margaret Lissinger | 0 | Daughter | — | Pennsylvania |
| 75 | George Van Kirk | 24 | Head | Carpenter | Pennsylvania |
| 76 | Mamie Van Kirk | 20 | Wife | — | Pennsylvania |
| 77 | Bernice Van Kirk | 3 | Daughter | — | Pennsylvania |
| 78 | Marian Van Kirk | 0 | Daughter | — | Pennsylvania |
| 79 | Oris Walker | 57 | Head | Lumberman | Pennsylvania |
| 80 | Mary E. Walker | 45 | Wife | — | Pennsylvania |
| 81 | Annie Walker | 20 | Daughter | — | Pennsylvania |
| 82 | John Walker | 18 | Son | Laborer | Pennsylvania |
| 83 | Harry Walker | 17 | Son | — | Pennsylvania |
| 84 | Emma Walker THIS PERSON | 15 | Daughter | — | Pennsylvania |
| 85 | Bertha Walker | 13 | Daughter | — | Pennsylvania |
| 86 | Irene Walker | 11 | Daughter | — | Pennsylvania |
| 87 | Thomas Robert Walker | 1 | Grandson | — | Pennsylvania |
| 88 | John Newbury | 43 | Head | Laborer | Pennsylvania |
| 89 | Mary Newbury | 53 | Wife | — | Pennsylvania |
| 90 | Isaac Dressler | 71 | Head | — | Pennsylvania |
| 91 | William Dressler | 37 | Son | Laborer | Pennsylvania |
| 92 | Edith Dressler | 31 | Daughter-in-law | — | Pennsylvania |
| 93 | Lloyd Dressler | 2 | Grandson | — | Pennsylvania |
| 94 | John Thatcher | 24 | Head | Fireman | Pennsylvania |
| 95 | Annie Thatcher | 24 | Wife | — | Pennsylvania |
| 96 | Mary Thatcher | 7 | Daughter | — | Pennsylvania |
| 97 | Maud Thatcher | 4 | Daughter | — | Pennsylvania |
| 98 | Irene George Thatcher | 22 | Step-son | Trainer | Pennsylvania |
| 99 | Philip A. Bird | 63 | Head | — | Pennsylvania |
| 100 | William Bird | 31 | Son | Laborer | Pennsylvania |
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)