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Frank Walker — 1920 US Census Record
Model Tree available1920 United States Federal Census · Hempstead, Arkansas
Our Model Tree links this Frank Walker across the 1900, 1910 and 1920 US Censuses in Hempstead, Arkansas (XGBoost, ~Confirmed), with identified parents Sam & Samuel — first a head (b.~1895), then head of a 4-person household.
Age 25
b. ~1895
Male
Head
Born: Arkansas
Married
1920 Census Record Details
| Census Year | 1920 |
| Location | Hempstead, Arkansas |
| Surname | Walker |
| Given Name | Frank |
| Relationship to Head | Head |
| Sex | M |
| Color / Race | Black |
| Age | 25 |
| Marital Status | Married |
| Birthplace | Arkansas |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Arkansas |
| Additional Details | |
| Occupation | Farmer |
| Industry | Farming |
| Class of Worker | OA |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Arkansas |
| Birth Country | United States |
| Year of Naturalization | R |
| Birthplace (normalized) | arkansas |
| Occupation | Farmer |
| Township / Ward | Saline Town Ship South 18 12 S Line |
| 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.
4 people recorded at the same address in the 1920 census.
| Name | Relation to head | Relative to Frank | Age | Birth yr |
|---|---|---|---|---|
| Delois Walker | Daughter | — | 2 | ~1918 |
| Frank Walker | Head | — | 25 | ~1895 |
| Hardell Walker | Other | — | 19 | ~1901 |
| Levada Walker | Spouse | — | 22 | ~1898 |
Census Appearances
1900
Hempstead, Arkansas
Son, age 6
Hempstead, Arkansas · implied b. ~1894 — 4 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Walker |
| Given Name | Frank |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 5 |
| Marital Status | Single |
| Birthplace | Arkansas |
| Birth Month | Nov |
| Birth Year | 1894 |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Arkansas |
| Occupation | Farm Laborer |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
1910
Hempstead, Arkansas
Son, age 15
Hempstead, Arkansas · implied b. ~1895 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Walker |
| Given Name | Frank |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 15 |
| Marital Status | Single |
| Birthplace | Arkansas |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Arkansas |
| Occupation | Farm work |
| Industry | At home |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
1920
Hempstead, Arkansas
Head, age 25
Hempstead, Arkansas · implied b. ~1895 — 4 household members
| Surname | Walker |
| Given Name | Frank |
| Relationship to Head | Head |
| Sex | M |
| Color / Race | Black |
| Age | 25 |
| Marital Status | Married |
| Birthplace | Arkansas |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Arkansas |
| Occupation | Farmer |
| Industry | Farming |
| Class of Worker | OA |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Arkansas |
| Birth Country | United States |
| Year of Naturalization | R |
| 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 Frank Walker across 3 US Census years (1900, 1910 and 1920) in Hempstead, Arkansas, using XGBoost record linkage. Identified parents: father Sam Walker (~0.92 confidence) and father Samuel Walker (~0.92 confidence) and mother Martha Walker (~0.92 confidence) and mother Martha Walker (~0.92 confidence). The pedigree spans 1 generation with 4 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Sam Walker
b. ~1866
Source father
● Household
· direct · ~0.92
Father
Samuel Walker
b. ~1869
Source father
● Household
· direct · ~0.92
Mother
Martha Walker
b. ~1876
Source mother
● Household
· direct · ~0.92
Mother
Martha Walker
b. ~1876
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Frank Walker
Head · 1920 · age 25 · b. ~1895 · Arkansas
★ You are viewing this record
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1920 US Federal Census — Hempstead, Arkansas
Open full size
1920 US Federal Census — Hempstead, Arkansas
Page Contents
50 people indexed on this census page (ia:1920:14thcensusofpopu064unit:0788)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Royton Green | 57 | Head | Farmer | Arkansas |
| 2 | Mamie Green | 41 | Wife | — | Arkansas |
| 3 | Willie A Green | 16 | Son | — | Arkansas |
| 4 | Mansfield Bain | 67 | Head | Farm Work | Mississippi |
| 5 | Timothy Bain | 65 | Brother | Farmer | Mississippi |
| 6 | Dee Austin | 35 | Head | Farm Work | Arkansas |
| 7 | Ruby Austin | 25 | Wife | Farmer | Arkansas |
| 8 | Londie Austin | 5 | Son | — | Arkansas |
| 9 | Wanata Austin | 3 | Daughter | — | Arkansas |
| 10 | Davy Austin | 2 | Son | — | Arkansas |
| 11 | Dillie Langan | 50 | Head | — | Arkansas |
| 12 | Evidale Langan | 30 | Daughter | Farmer | Arkansas |
| 13 | Lulu Green | 12 | Grandson | Farm Work | Arkansas |
| 14 | Rebeca Austin | 45 | Head | — | Arkansas |
| 15 | Susie Robinson | 57 | Head | Farmer | Arkansas |
| 16 | Sam Walker | 38 | Head | Farmer | Arkansas |
| 17 | Curl Walker | 31 | Wife | — | Arkansas |
| 18 | Gussie Lee Walker | 6 | Daughter | — | Arkansas |
| 19 | Frank Walker THIS PERSON | 25 | Head | Farmer | Arkansas |
| 20 | Levada Walker | 22 | Wife | — | Texas |
| 21 | Delois Walker | 2 | Daughter | — | Arkansas |
| 22 | Hardell Walker | 19 | Brother | — | Arkansas |
| 23 | Joseph Brown | 48 | Head | Farmer | Arkansas |
| 24 | Lucinda Brown | 48 | Wife | Farmer | Arkansas |
| 25 | Gillie Bell Roberts | 12 | Granddaughter | — | Arkansas |
| 26 | William Franklin | 7 | Grandson | — | Arkansas |
| 27 | Hulda Linton | 22 | Head | — | Arkansas |
| 28 | Hattie Linton | 22 | Wife | Farmer | Arkansas |
| 29 | Lowran Goodlow | 5 | Step Son | — | Arkansas |
| 30 | Luddie Linton | 64 | Head | Farmer | Kentucky |
| 31 | Lena Linton | 42 | Wife | — | Arkansas |
| 32 | Alala Linton | 12 | Daughter | — | Arkansas |
| 33 | Mary White | 70 | Head | — | Arkansas |
| 34 | Scott Franklin | 65 | Head | Farmer | Texas |
| 35 | Elvira Franklin | 75 | Wife | — | Arkansas |
| 36 | Hattie Franklin | 35 | Daughter | Farmer | Arkansas |
| 37 | Azalee Jones | 13 | Granddaughter | — | Arkansas |
| 38 | John L. Robinson | 10 | Grandson | — | Arkansas |
| 39 | Booker T. Johnson | 2 | Grandson | — | Arkansas |
| 40 | C. L. Johnson | 0 | Granddaughter | — | Arkansas |
| 41 | Sam Franklin | 32 | Head | Farmer | Texas |
| 42 | Earl Franklin | 25 | Wife | — | Arkansas |
| 43 | Carrie Franklin | 6 | Daughter | — | Arkansas |
| 44 | Janey Hall | 49 | Head | Farmer | Alabama |
| 45 | Harvey Hall | 33 | Wife | Farm Work | Alabama |
| 46 | Frank Hayes | 20 | Head | Construction | Arkansas |
| 47 | Bennie Hayes | 21 | Partner | Construction | Texas |
| 48 | Annie Bell Hayes | 13 | Wife | — | Arkansas |
| 49 | Robert Ross | 22 | Partner | Construction | Texas |
| 50 | Doris Clayton | 32 | Head | Farmer | Arkansas |
Pedigree Summary
Frank
Gen 1 · 4 parents
~0.92
Max depth 4 (1900–1950 window)
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1920 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)