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Pearl Walker — 1930 US Census Record
Linked across censuses1930 United States Federal Census · Caldwell, North Carolina
Our Model Tree links this Pearl Walker across the 1930 and 1940 US Censuses in Caldwell, North Carolina (XGBoost, ~Confirmed) — first a daughter (b.~1920), then head of a 9-person household.
Age 10
b. ~1920
Female
Daughter
Born: North Carolina
Single
1930 Census Record Details
| Census Year | 1930 |
| Location | Caldwell, North Carolina |
| Surname | Walker |
| Given Name | Pearl |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 10 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Additional Details | |
| Occupation | none |
| Can Read/Write | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
| Township / Ward | Lower Creek Township |
| Est. Birth Year | ~1920 |
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 1930 census.
| Name | Relation to head | Relative to Pearl | Age | Birth yr |
|---|---|---|---|---|
| Alonzo Walker | Son | — | 8 | ~1922 |
| Will Walker | Head | — | 54 | ~1876 |
| John Walker | Son | — | 22 | ~1908 |
| Cordia Walker | Spouse | — | 48 | ~1882 |
| James Walker | Son | — | 15 | ~1915 |
| Florence Walker | Daughter | — | 13 | ~1917 |
| Lillie Walker | Daughter | — | 19 | ~1911 |
| Estelle Walker | Other | — | 19 | ~1911 |
| Pearl Walker | Daughter | — | 10 | ~1920 |
Census Appearances
1930
Caldwell, North …
Daughter, age 10
Caldwell, North Carolina · implied b. ~1920 — 9 household members
| Surname | Walker |
| Given Name | Pearl |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 10 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Occupation | none |
| Can Read/Write | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
1940
Caldwell-County, North …
Spouse, age 20
Caldwell-County, North Carolina · implied b. ~1920 — 2 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Walker |
| Given Name | Pansy M. |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 20 |
| Marital Status | Married |
| Birthplace | North Carolina |
| 1935 Residence (City) | Lovkin Valley |
| 1935 Residence (County) | Caldwell |
| Highest Grade | No 6 |
| 1935 Residence | Same House |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
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 Pearl Walker across 2 US Census years (1930 and 1940) in 2 locations, using XGBoost record linkage.
Show:
This person
Anchor record
Pearl Walker
Daughter · 1930 · age 10 · b. ~1920 · North Carolina
★ You are viewing this record
Sibling
Florence Walker
Sibling · 1930 · age 13
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Alonzo Walker
Sibling · 1930 · age 8
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
John Walker
Sibling · 1930 · age 22
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Lillie Walker
Sibling · 1930 · age 19
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
James Walker
Sibling · 1930 · age 15
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
1930 US Federal Census — Caldwell, North Carolina
Open full size
1930 US Federal Census — Caldwell, North Carolina
Page Contents
50 people indexed on this census page (ia:1930:15thcensus1678unit:0976)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Sam Walker | 5 | Son | None | North Carolina |
| 2 | Margaret Walker | 4 | Daughter | None | North Carolina |
| 3 | Mary Walker | 1 | Daughter | None | North Carolina |
| 4 | Jill C Hudson | 25 | Head | Laborer | North Carolina |
| 5 | Eva Hudson | 19 | Wife | None | North Carolina |
| 6 | Jill Jr Hudson | 1 | Son | None | North Carolina |
| 7 | Carl Gilbert | 28 | Head | Laborer | North Carolina |
| 8 | Winna Gilbert | 24 | Wife | None | North Carolina |
| 9 | All Gilbert | 9 | Son | None | North Carolina |
| 10 | Mabel Gilbert | 7 | Daughter | None | North Carolina |
| 11 | Gurlene Gilbert | 6 | Son | None | North Carolina |
| 12 | Bessie Gilbert | 4 | Daughter | None | North Carolina |
| 13 | Lillian Gilbert | 1 | Daughter | None | North Carolina |
| 14 | Joe Price | 26 | Head | Laborer | North Carolina |
| 15 | Grady Price | 23 | Wife | None | North Carolina |
| 16 | Edward Price | 3 | Son | None | North Carolina |
| 17 | Mildred Price | 1 | Daughter | None | North Carolina |
| 18 | Guy Hall | 24 | Head | Mechanic | North Carolina |
| 19 | Floe Hall | 21 | Wife | None | North Carolina |
| 20 | Walter Hall | 3 | Son | None | North Carolina |
| 21 | M. G. Holloway | 65 | Head | None | North Carolina |
| 22 | A. C. Hallman | 69 | Head | Farming | North Carolina |
| 23 | Elizabeth Hallman | 72 | Wife | None | North Carolina |
| 24 | Ed Fawham | 39 | Head | Repairing | North Carolina |
| 25 | Mamie Fawham | 26 | Wife | None | North Carolina |
| 26 | Catherine Fawham | 6 | Daughter | None | North Carolina |
| 27 | Inez Fawham | 4 | Daughter | None | North Carolina |
| 28 | Louise Fawham | 1 | Daughter | None | North Carolina |
| 29 | Jim Kirby | 53 | Head | Farmer | North Carolina |
| 30 | Etta Kirby | 48 | Wife | None | North Carolina |
| 31 | Mattie Kirby | 5 | Daughter | — | North Carolina |
| 32 | Ralph Kirby | 22 | Son | Farmer | North Carolina |
| 33 | Guy Kirby | 20 | Son | Farmer | North Carolina |
| 34 | Fred Kirby | 28 | Head | Laborer | North Carolina |
| 35 | Louise Kirby | 25 | Wife | None | North Carolina |
| 36 | Inez Kirby | 7 | Daughter | None | North Carolina |
| 37 | Rosie Kirby | 5 | Daughter | None | North Carolina |
| 38 | Eva Kirby | 3 | Daughter | None | North Carolina |
| 39 | Price Kirby | 28 | Head | Laborer | North Carolina |
| 40 | Nancy Kirby | 20 | Wife | None | North Carolina |
| 41 | Hattie Kirby | 4 | Daughter | None | North Carolina |
| 42 | Will H Walker | 54 | Head | Farmer | North Carolina |
| 43 | Cordia Walker | 48 | Wife | None | North Carolina |
| 44 | Lillie May Walker | 19 | Daughter | None | North Carolina |
| 45 | Pearl Walker THIS PERSON | 10 | Daughter | None | North Carolina |
| 46 | James Walker | 15 | Son | None | North Carolina |
| 47 | Florence Walker | 13 | Daughter | None | North Carolina |
| 48 | Alonzo Walker | 8 | Son | None | North Carolina |
| 49 | John Walker | 22 | Son | Laborer | North Carolina |
| 50 | Estelle Walker | 19 | Daughter in law | None | North Carolina |
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1930 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)