JF
John Frost — 1940 US Census Record
Linked across censuses1940 United States Federal Census · Owsley-County, Kentucky
Our Model Tree links this John Frost across the 1930 and 1940 US Censuses in Owsley-County, Kentucky (XGBoost, ~Confirmed) — first a son (b.~1926), then head of a 6-person household.
Age 14
b. ~1926
Male
Son
Born: Kentucky
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Owsley-County, Kentucky |
| Surname | Frost |
| Given Name | John |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 14 |
| Marital Status | Single |
| Birthplace | Kentucky |
| 1935 Residence (City) | Mag. Dist #2 |
| 1935 Residence (County) | Owsley |
| Additional Details | |
| Occupation | Farm Laborer |
| Industry | Farming |
| Class of Worker | NP |
| Hours Worked | 32 |
| Income (1939) | 0 |
| Highest Grade | No 8 |
| 1935 Residence | Same house |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
| Occupation | Farm Laborer |
| Township / Ward | Mag Dist 2 |
| Est. Birth Year | ~1926 |
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 1940 census.
| Name | Relation to head | Relative to John | Age | Birth yr |
|---|---|---|---|---|
| Anna Frost | Daughter | — | 18 | ~1922 |
| Fred Frost | Head | — | 39 | ~1901 |
| Arnold Frost | Son | — | 16 | ~1924 |
| Bertha Frost | Spouse | — | 44 | ~1896 |
| Bobby Frost | Son | — | 12 | ~1928 |
| John Frost | Son | — | 14 | ~1926 |
Census Appearances
1930
Owsley, Kentucky
Son, age 4
Owsley, Kentucky · implied b. ~1926 — 6 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Frost |
| Given Name | John |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 4 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1940
Owsley-County, Kentucky
Son, age 14
Owsley-County, Kentucky · implied b. ~1926 — 6 household members
| Surname | Frost |
| Given Name | John |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 14 |
| Marital Status | Single |
| Birthplace | Kentucky |
| 1935 Residence (City) | Mag. Dist #2 |
| 1935 Residence (County) | Owsley |
| Occupation | Farm Laborer |
| Industry | Farming |
| Class of Worker | NP |
| Hours Worked | 32 |
| Income (1939) | 0 |
| Highest Grade | No 8 |
| 1935 Residence | Same house |
| 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 John Frost across 2 US Census years (1930 and 1940) in 2 locations, using XGBoost record linkage.
Show:
This person
Anchor record
John Frost
Son · 1940 · age 14 · b. ~1926 · Kentucky
★ You are viewing this record
Sibling
Arnold Frost
Sibling · 1940 · age 16
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Bobby Frost
Sibling · 1940 · age 12
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Anna Frost
Sibling · 1940 · age 18
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
1940 US Federal Census — Owsley-County, Kentucky
Open full size
1940 US Federal Census — Owsley-County, Kentucky
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-01347-00479)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 41 | Myrtle Neeley | 21 | Daughter in law | — | Kentucky |
| 42 | Laverne Neeley | 12 | Daughter | — | Kentucky |
| 43 | Bessie Neeley | 12 | Daughter | — | Kentucky |
| 44 | Homer Pendergrass | 25 | Head | Farmer | Kentucky |
| 45 | Edna Pendergrass | 20 | Wife | — | Kentucky |
| 46 | Farris Pendergrass | 2 | Son | — | Kentucky |
| 47 | Theo Mcintosh | 35 | Head | Farmer | Kentucky |
| 48 | Mattie Mcintosh | 39 | Wife | — | Kentucky |
| 49 | Everett Mcintosh | 9 | Son | — | Kentucky |
| 50 | Mary Mcintosh | 8 | Daughter | — | Kentucky |
| 51 | Henry Mcintosh | 6 | Son | — | Kentucky |
| 52 | Redford Mcintosh | 4 | Son | — | Kentucky |
| 53 | Alma Mcintosh | 2 | Daughter | — | Kentucky |
| 54 | Mitchel Mcintosh | 0 | Son | — | Kentucky |
| 55 | Isaac Bolin | 68 | Head | Farmer | Kentucky |
| 56 | Dora Bolin | 68 | Wife | — | Kentucky |
| 57 | Fred Frost | 39 | Head | Welder | Kentucky |
| 58 | Bertha Frost | 44 | Wife | Welder | Kentucky |
| 59 | Anna Frost | 18 | Daughter | — | Kentucky |
| 60 | Arnold Frost | 16 | Son | Farm Laborer | Kentucky |
| 61 | John Frost THIS PERSON | 14 | Son | Farm Laborer | Kentucky |
| 62 | Bobby Frost | 12 | Son | — | Kentucky |
| 63 | Wm. Mcintosh | 62 | Head | Farmer | Kentucky |
| 64 | Lizzie Mcintosh | 57 | Wife | — | Kentucky |
| 65 | Edd Mcintosh | 27 | Son | Merchant | Kentucky |
| 66 | Herman Mcintosh | 22 | Son | Farm Laborer | Kentucky |
| 67 | Nettie Mcintosh | 20 | Daughter | — | Kentucky |
| 68 | Earl Mcintosh | 18 | Son | Farm Laborer | Kentucky |
| 69 | Bessie Mcintosh | 14 | Daughter | — | Kentucky |
| 70 | Hubert Mcintosh | 28 | Head | Teacher | Kentucky |
| 71 | Edna Mcintosh | 24 | Wife | — | Kentucky |
| 72 | Ethel Rita Mcintosh | 1 | Daughter | — | Kentucky |
| 73 | Irvine Marshall | 35 | Head | Truck Driver | Kentucky |
| 74 | Bessie Marshall | 19 | Wife | — | Kentucky |
| 75 | Sam Beard | 32 | Head | Farmer | Kentucky |
| 76 | Dessie May Beard | 2 | Daughter | — | Kentucky |
| 77 | Susie Beard | 56 | Mother | — | Kentucky |
| 78 | J. C. Cecil | 57 | Head | Farmer | Kentucky |
| 79 | Cynda Cecil | 52 | Wife | — | Kentucky |
| 80 | Virginia Cecil | 23 | Daughter | — | Kentucky |
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1940 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)