MW
Mary Walters — 1930 US Census Record
Linked across censuses1930 United States Federal Census · Estill, Kentucky
Our Model Tree links this Mary Walters across the 1920 and 1930 US Censuses in Estill, Kentucky (XGBoost, ~Confirmed) — first a spouse (b.~1876), then head of a 9-person household.
Age 54
b. ~1876
Female
Spouse
Born: Kentucky
Married
1930 Census Record Details
| Census Year | 1930 |
| Location | Estill, Kentucky |
| Surname | Walters |
| Given Name | Mary E |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 54 |
| Marital Status | Married |
| Birthplace | Kentucky |
| Age at First Marriage | 19 |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Additional Details | |
| Can Read/Write | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
| Township / Ward | Magisterial District 1 |
| Est. Birth Year | ~1876 |
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 Mary | Age | Birth yr |
|---|---|---|---|---|
| Mary Walters | Spouse | — | 54 | ~1876 |
| Hazel Walters | Daughter | — | 10 | ~1920 |
| Wesley Walters | Son | — | 14 | ~1916 |
| Vaudie Walters | Daughter | — | 21 | ~1909 |
| Beverly Walters | Son | — | 20 | ~1910 |
| Bethel Walters | Daughter | — | 12 | ~1918 |
| Leroy Walters | Head | — | 62 | ~1868 |
| Della Walters | Daughter | — | 18 | ~1912 |
| Elda Walters | Daughter | — | 16 | ~1914 |
Census Appearances
1920
Estill, Kentucky
Spouse, age 43
Estill, Kentucky · implied b. ~1877 — 13 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Walters |
| Given Name | Mary E. |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 43 |
| Marital Status | Married |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Occupation | none |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1930
Estill, Kentucky
Spouse, age 54
Estill, Kentucky · implied b. ~1876 — 9 household members
| Surname | Walters |
| Given Name | Mary E |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 54 |
| Marital Status | Married |
| Birthplace | Kentucky |
| Age at First Marriage | 19 |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Can Read/Write | Yes |
| 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 Mary Walters across 2 US Census years (1920 and 1930) in Estill, Kentucky, using XGBoost record linkage.
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This person
Anchor record
Mary Walters
Spouse · 1930 · age 54 · b. ~1876 · Kentucky
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Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1930 US Federal Census — Estill, Kentucky
Open full size
1930 US Federal Census — Estill, Kentucky
Page Contents
50 people indexed on this census page (ia:1930:kentuckycensus00reel742:0701)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Ruth Lindman | 1 | Daughter | — | Kentucky |
| 2 | Leroy Walters | 62 | Head | Postmaster | Kentucky |
| 3 | Mary E Walters THIS PERSON | 54 | Wife | — | Kentucky |
| 4 | Vaudie Walters | 21 | Daughter | — | Kentucky |
| 5 | Della May Walters | 18 | Daughter | — | Kentucky |
| 6 | Beverly Walters | 20 | Son | — | Kentucky |
| 7 | Elda Walters | 16 | Daughter | — | Kentucky |
| 8 | Wesley Walters | 14 | Son | — | Kentucky |
| 9 | Bethel Walters | 12 | Daughter | — | Kentucky |
| 10 | Hazel Walters | 10 | Daughter | — | Kentucky |
| 11 | Elza Tipton | 53 | Head | Farmer | Kentucky |
| 12 | Lizzie Tipton | 42 | Wife | — | Kentucky |
| 13 | Ollie Tipton | 25 | Son | Laborer | Kentucky |
| 14 | Marie Tipton | 20 | Daughter | — | Kentucky |
| 15 | George Tipton | 17 | Son | — | Kentucky |
| 16 | Mattie Tipton | 12 | Daughter | — | Kentucky |
| 17 | Herman Tipton | 9 | Son | — | Kentucky |
| 18 | Chester Tipton | 7 | Son | — | Kentucky |
| 19 | Elvetta Tipton | 5 | Daughter | — | Kentucky |
| 20 | Carlene Tipton | 2 | Son | — | Kentucky |
| 21 | Billie Puckett | 62 | Head | Farmer | Kentucky |
| 22 | Lucie Ann Puckett | 55 | Wife | — | Kentucky |
| 23 | George Puckett | 16 | Son | — | Kentucky |
| 24 | Raymond Puckett | 14 | Son | — | Kentucky |
| 25 | Marie Puckett | 12 | Daughter | — | Kentucky |
| 26 | Nora Lee Puckett | 3 | Daughter | — | Kentucky |
| 27 | Joe Chaney | 60 | Head | Farmer | Kentucky |
| 28 | Jim Chaney | 40 | Brother | Farmer | Kentucky |
| 29 | Albert Walters | 26 | Head | Laborer | Kentucky |
| 30 | Ethel Walters | 23 | Wife | — | Kentucky |
| 31 | Lorraine Walters | 3 | Son | — | Kentucky |
| 32 | James Walters | 2 | Son | — | Kentucky |
| 33 | Kathleen Walters | 0 | Daughter | — | Kentucky |
| 34 | James Macintosh | 50 | Head | Farmer | Kentucky |
| 35 | Pearl Macintosh | 46 | Wife | — | Kentucky |
| 36 | Vada Macintosh | 23 | Daughter | — | Kentucky |
| 37 | Willie Macintosh | 21 | Son | Laborer | Kentucky |
| 38 | Marie Macintosh | 16 | Daughter | — | Kentucky |
| 39 | Millie Macintosh | 12 | Daughter | — | Kentucky |
| 40 | Nora Macintosh | 7 | Daughter | — | Kentucky |
| 41 | Hester Macintosh | 3 | Son | — | Kentucky |
| 42 | Marion Tipton | 30 | Head | — | Kentucky |
| 43 | Beverly Tipton | 6 | Son | — | Kentucky |
| 44 | Dovie Tipton | 5 | Daughter | — | Kentucky |
| 45 | Violet Tipton | 2 | Daughter | — | Kentucky |
| 46 | Mary Tipton | 3 | Daughter | — | Kentucky |
| 47 | Clinton Tipton | 0 | Son | — | Kentucky |
| 48 | Bendy Abney | 55 | Head | Farmer | Kentucky |
| 49 | Mollie Abney | 52 | Wife | — | Kentucky |
| 50 | Gordon Abney | 23 | Son | Laborer | Kentucky |
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)