LM
Lloyd Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Brown-County, Ohio
Our Model Tree links this Lloyd Miller across the 1920, 1930 and 1940 US Censuses in Brown-County, Ohio (XGBoost, ~Confirmed), with identified parents John & John — first a son (b.~1913), then head of a 5-person household.
Age 27
b. ~1913
Male
Son
Born: Ohio
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Brown-County, Ohio |
| Surname | Miller |
| Given Name | Lloyd E. |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 27 |
| Marital Status | Single |
| Birthplace | Ohio |
| 1935 Residence (City) | Eagle Twp. |
| 1935 Residence (County) | Brown |
| Additional Details | |
| Occupation | Farmer |
| Industry | Farming |
| Class of Worker | OA |
| Hours Worked | 50 |
| Income (1939) | 0 |
| Highest Grade | 8 |
| 1935 Residence | Ohio |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
| Occupation | Farmer |
| Township / Ward | Eagle Twp |
| Est. Birth Year | ~1913 |
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.
5 people recorded at the same address in the 1940 census.
| Name | Relation to head | Relative to Lloyd | Age | Birth yr |
|---|---|---|---|---|
| Johnny Miller | Head | — | 52 | ~1888 |
| Catherine Miller | Other | — | 87 | ~1853 |
| Robert Miller | Son | — | 14 | ~1926 |
| Lloyd Miller | Son | — | 27 | ~1913 |
| Edna Miller | Spouse | — | 48 | ~1892 |
Census Appearances
1920
Brown, Ohio
Son, age 7
Brown, Ohio · implied b. ~1913 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Lloyd |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 7 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Occupation | none |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
1930
Brown, Ohio
Son, age 17
Brown, Ohio · implied b. ~1913 — 8 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Lloyd |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 17 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Can Read/Write | Yes |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
1940
Brown-County, Ohio
Son, age 27
Brown-County, Ohio · implied b. ~1913 — 5 household members
| Surname | Miller |
| Given Name | Lloyd E. |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 27 |
| Marital Status | Single |
| Birthplace | Ohio |
| 1935 Residence (City) | Eagle Twp. |
| 1935 Residence (County) | Brown |
| Occupation | Farmer |
| Industry | Farming |
| Class of Worker | OA |
| Hours Worked | 50 |
| Income (1939) | 0 |
| Highest Grade | 8 |
| 1935 Residence | Ohio |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
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 Lloyd Miller across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: father John Miller (~0.92 confidence) and father John Miller (~0.92 confidence) and father Johnny Miller (~0.92 confidence) and mother Edna Miller (~0.92 confidence) and mother Leona Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
John Miller
b. ~1888
Source father
● Household
· direct · ~0.92
Father
John Miller
b. ~1888
Source father
● Household
· direct · ~0.92
Father
Johnny Miller
b. ~1888
Source father
● Household
· direct · ~0.92
Mother
Edna Miller
b. ~1892
Source mother
● Household
· direct · ~0.92
Mother
Leona Miller
b. ~1895
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Lloyd Miller
Son · 1940 · age 27 · b. ~1913 · Ohio
★ You are viewing this record
Sibling
Robert Miller
Sibling · 1940 · age 14
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 — Brown-County, Ohio
Open full size
1940 US Federal Census — Brown-County, Ohio
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-03031-00077)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Howard G. Heaton | 15 | Son | — | Ohio |
| 2 | Glenn Heaton | 12 | Son | — | Ohio |
| 3 | Louis S. Heaton | 76 | Father | — | Ohio |
| 4 | Clement B. Shank | 51 | Head | Farmer | Ohio |
| 5 | Louana Shank | 45 | Wife | — | Ohio |
| 6 | Rufus W. Shank | 14 | Son | — | Ohio |
| 7 | Hazel R. Shank | 12 | Son | — | Ohio |
| 8 | Henry M. Overstake | 32 | Head | Farmer | Ohio |
| 9 | Shirley Overstake | 26 | Wife | — | Ohio |
| 10 | Bessie M. Overstake | 42 | Sister | — | Ohio |
| 11 | Alpheus E. Wilson | 59 | Head | Farmer | Ohio |
| 12 | Molly P. Wilson | 56 | Wife | — | Ohio |
| 13 | Ernest L. Wilson | 15 | Son | — | Ohio |
| 14 | Carl E. Duffey | 39 | Head | Farmer | Ohio |
| 15 | Ruth M. Duffey | 34 | Wife | — | Ohio |
| 16 | Betty Ruth Duffey | 14 | Daughter | — | Ohio |
| 17 | William E. Duffey | 11 | Son | — | Ohio |
| 18 | Shirley J. Duffey | 9 | Daughter | — | Ohio |
| 19 | Bobby D. Duffey | 5 | Son | — | Ohio |
| 20 | Carl R. Duffey | 1 | Son | — | Ohio |
| 21 | Chili B. Osborn | 35 | Head | Farmer | Kentucky |
| 22 | Virgi O. Osborn | 30 | Sister | — | Kentucky |
| 23 | Foster Shrewsbury | 13 | Eat | — | Kentucky |
| 24 | Shirley J. Shrewsbury | 3 | Grand Daughter | — | Kentucky |
| 25 | Clephine Sparkman | 57 | Lodger | — | Kentucky |
| 26 | Johnny E. Miller | 52 | Head | Farmer | Ohio |
| 27 | Edna J. Miller | 48 | Wife | — | Ohio |
| 28 | Lloyd E. Miller THIS PERSON | 27 | Son | Farmer | Ohio |
| 29 | Robert P. Miller | 14 | Son | — | Ohio |
| 30 | Catherine B. Miller | 87 | Mother | — | Ohio |
| 31 | Floyd E. Kleinknecht | 47 | Head | Farmer | Ohio |
| 32 | Coral M. Kleinknecht | 40 | Sister | — | Ohio |
| 33 | Walter L. Kleinknecht | 30 | Brother | Farmer | Ohio |
| 34 | Paul W. Kleinknecht | 17 | Cousin | — | Ohio |
| 35 | Mary L. Kleinknecht | 70 | Mother | — | Ohio |
| 36 | Roscoe C. Flaugher | 56 | Head | Farmer | Kentucky |
| 37 | Clara Flaugher | 48 | Wife | — | Ohio |
| 38 | Kate Miller | 80 | Mother in law | — | Ohio |
| 39 | Lawrence D. Miller | 40 | Head | Farmer | Ohio |
| 40 | Louis F. Miller | 82 | Father | — | Ohio |
Pedigree Summary
Lloyd + 1 sibling
Gen 1 · 5 parents
~0.92
Max depth 4 (1900–1950 window)
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)