MN
Mary Newton — 1940 US Census Record
Linked across censuses1940 United States Federal Census · Estill-County, Kentucky
Our Model Tree links this Mary Newton across the 1920, 1930 and 1940 US Censuses in Estill-County, Kentucky (XGBoost, ~Confirmed) — first a spouse (b.~1870), then head of a 4-person household.
Age 70
b. ~1870
Female
Spouse
Born: Kentucky
Married
1940 Census Record Details
| Census Year | 1940 |
| Location | Estill-County, Kentucky |
| Surname | Newton |
| Given Name | Mary Ann |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 70 |
| Marital Status | Married |
| Birthplace | Kentucky |
| 1935 Residence (City) | Estill |
| 1935 Residence (County) | Estill |
| Additional Details | |
| Income (1939) | 0 |
| Highest Grade | No 7 |
| 1935 Residence | Same place |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
| Est. Birth Year | ~1870 |
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 1940 census.
| Name | Relation to head | Relative to Mary | Age | Birth yr |
|---|---|---|---|---|
| Senora Newton | Daughter | — | 36 | ~1904 |
| David Newton | Head | — | 70 | ~1870 |
| William Newton | Son | — | 33 | ~1907 |
| Mary Newton | Spouse | — | 70 | ~1870 |
Census Appearances
1920
Estill, Kentucky
Spouse, age 49
Estill, Kentucky · implied b. ~1871 — 10 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Newton |
| Given Name | Mary Ann |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 49 |
| Marital Status | Married |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1930
Estill, Kentucky
Spouse, age 60
Estill, Kentucky · implied b. ~1870 — 9 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Newton |
| Given Name | Mary |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 60 |
| Marital Status | Married |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Can Read/Write | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1940
Estill-County, Kentucky
Spouse, age 70
Estill-County, Kentucky · implied b. ~1870 — 4 household members
| Surname | Newton |
| Given Name | Mary Ann |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 70 |
| Marital Status | Married |
| Birthplace | Kentucky |
| 1935 Residence (City) | Estill |
| 1935 Residence (County) | Estill |
| Income (1939) | 0 |
| Highest Grade | No 7 |
| 1935 Residence | Same place |
| 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 Newton across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage.
Show:
This person
Anchor record
Mary Newton
Spouse · 1940 · age 70 · b. ~1870 · Kentucky
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Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1940 US Federal Census — Estill-County, Kentucky
Open full size
1940 US Federal Census — Estill-County, Kentucky
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-01301-00341)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 41 | Lucy Cox | 58 | Wife | — | Kentucky |
| 42 | Lena Cox | 23 | Daughter | Machine Operator | Kentucky |
| 43 | Mollie Sue Cox | 21 | Daughter | Machine Operator | Kentucky |
| 44 | Margaret Cox | 16 | Daughter | — | Kentucky |
| 45 | Seward Isaacs | 34 | Head | Teacher | Kentucky |
| 46 | Grace Isaacs | 34 | Wife | Teacher | Kentucky |
| 47 | Everett Chaney | 34 | Head | Farmer | Kentucky |
| 48 | Viola Chaney | 28 | Wife | — | Tennessee |
| 49 | John K. Chaney | 10 | Son | — | Ohio |
| 50 | Juanita Chaney | 8 | Daughter | — | Kentucky |
| 51 | Roberta Chaney | 5 | Daughter | — | Kentucky |
| 52 | Louie V. Chaney | 4 | Son | — | Ohio |
| 53 | Ben F. Chaney | 2 | Son | — | Kentucky |
| 54 | Bruce Murphy | 23 | Head | Farmer | Kentucky |
| 55 | Della Mae Murphy | 21 | Wife | — | Kentucky |
| 56 | Ohley French | 32 | Head | Farmer | Kentucky |
| 57 | Della French | 36 | Wife | — | Kentucky |
| 58 | Harold W. French | 2 | Son | — | Kentucky |
| 59 | Floyd Flynn | 29 | Head | Farmer | Kentucky |
| 60 | Ethel Flynn | 21 | Wife | — | Kentucky |
| 61 | Ernest Newton | 30 | Head | Farmer | Kentucky |
| 62 | Martha J. Newton | 30 | Wife | — | Kentucky |
| 63 | James B. Newton | 7 | Son | — | Kentucky |
| 64 | Dwight Newton | 5 | Son | — | Kentucky |
| 65 | Adaline Newton | 3 | Daughter | — | Kentucky |
| 66 | Sonora Newton | 1 | Daughter | — | Kentucky |
| 67 | Cecil Isaacs | 21 | Head | Farmer | Kentucky |
| 68 | Udell Isaacs | 21 | Wife | — | Kentucky |
| 69 | James Roy Isaacs | 2 | Son | — | Kentucky |
| 70 | David Newton | 70 | Head | Farmer | Kentucky |
| 71 | Mary Ann Newton THIS PERSON | 70 | Wife | — | Kentucky |
| 72 | Senora Newton | 36 | Daughter | — | Kentucky |
| 73 | William D. Newton | 33 | Son | Farm Laborer | Kentucky |
| 74 | Glendon Isaacs | 25 | Head | Farmer | Kentucky |
| 75 | Hazel Isaacs | 22 | Wife | — | Kentucky |
| 76 | Vernon Isaacs | 5 | Son | — | Kentucky |
| 77 | Kenneth Isaacs | 4 | Son | — | Kentucky |
| 78 | George Bishop | 35 | Head | Laborer | Kentucky |
| 79 | Lessie Bishop | 24 | Wife | — | Kentucky |
| 80 | Louise Bishop | 7 | 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)