HM
Howard Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Hamilton-County, Ohio
Our Model Tree links this Howard Miller across the 1920, 1930 and 1940 US Censuses in Hamilton-County, Ohio (XGBoost, ~Confirmed), with identified parents C & Charles — first a son (b.~1920), then head of a 4-person household.
Age 20
b. ~1920
Male
Son
Born: Ohio
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Hamilton-County, Ohio |
| Surname | Miller |
| Given Name | Howard |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Ohio |
| 1935 Residence (City) | Norwood City |
| 1935 Residence (County) | Hamilton |
| Additional Details | |
| Occupation | office work |
| Industry | Baking Co. |
| Class of Worker | PW |
| Hours Worked | 40 |
| Income (1939) | 266 |
| Highest Grade | H3 |
| 1935 Residence | Same house |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
| Occupation | Office Work |
| Township / Ward | Norwood City |
| Est. Birth Year | ~1920 |
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 Howard | Age | Birth yr |
|---|---|---|---|---|
| C Miller | Head | — | 56 | ~1884 |
| Howard Miller | Son | — | 20 | ~1920 |
| Robert Miller | Son | — | 22 | ~1918 |
| Bertha Miller | Spouse | — | 45 | ~1895 |
Census Appearances
1920
Butler, Ohio
Son, age
Butler, Ohio · implied b. ~1920 — 8 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Howard |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 0 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
1930
Hamilton, Ohio
Son, age 10
Hamilton, Ohio · implied b. ~1920 — 4 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Howard |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 10 |
| 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
Hamilton-County, Ohio
Son, age 20
Hamilton-County, Ohio · implied b. ~1920 — 4 household members
| Surname | Miller |
| Given Name | Howard |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Ohio |
| 1935 Residence (City) | Norwood City |
| 1935 Residence (County) | Hamilton |
| Occupation | office work |
| Industry | Baking Co. |
| Class of Worker | PW |
| Hours Worked | 40 |
| Income (1939) | 266 |
| Highest Grade | H3 |
| 1935 Residence | Same house |
| 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 Howard Miller across 3 US Census years (1920, 1930 and 1940) in 3 locations, using XGBoost record linkage. Identified parents: father C Miller (~0.92 confidence) and father Charles Miller (~0.92 confidence) and father Earl Miller (~0.92 confidence) and mother Bertha Miller (~0.92 confidence) and mother Mabel Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
C Miller
b. ~1884
Source father
● Household
· direct · ~0.92
Father
Charles Miller
b. ~1884
Source father
● Household
· direct · ~0.92
Father
Earl Miller
b. ~1885
Source father
● Household
· direct · ~0.92
Mother
Bertha Miller
b. ~1895
Source mother
● Household
· direct · ~0.92
Mother
Mabel Miller
b. ~1896
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Howard Miller
Son · 1940 · age 20 · b. ~1920 · Ohio
★ You are viewing this record
Sibling
Robert Miller
Sibling · 1940 · age 22
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 — Hamilton-County, Ohio
Open full size
1940 US Federal Census — Hamilton-County, Ohio
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-03078-00600)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Julia Rhude | 22 | Head | Mechanic | Ohio |
| 2 | Lillian Rhude | 23 | Wife | None | Tennessee |
| 3 | Darlene Rhude | 1 | daughter | — | Ohio |
| 4 | C. L. C. Miller | 56 | Head | Salesman | Ohio |
| 5 | Bertha Miller | 45 | Wife | — | Ohio |
| 6 | Robert Miller | 22 | Son | — | Minnesota |
| 7 | Howard Miller THIS PERSON | 20 | Son | Office Work | Ohio |
| 8 | Chas. Marsh | 47 | Head | Mover | Ohio |
| 9 | Loretta Marsh | 46 | Wife | — | Ohio |
| 10 | Betty Marsh | 20 | daughter | Office Clerk | Ohio |
| 11 | Chas. Marsh | 17 | Son | — | Ohio |
| 12 | Peggy Marsh | 14 | daughter | — | Ohio |
| 13 | Bill Marsh | 10 | Son | — | Ohio |
| 14 | Chas. Sherman | 58 | Head | Clerk | Ohio |
| 15 | Anna Sherman | 52 | Wife | — | Ohio |
| 16 | Ruth Sherman | 23 | Daughter | — | Ohio |
| 17 | Harry Sherman | 30 | son in law | Machinist | Kentucky |
| 18 | Carol Ann Sherman | 3 | grand dau | — | Ohio |
| 19 | Harry Mcbride | 65 | Head | Salesman | Ohio |
| 20 | Alice V. Mcbride | 60 | Wife | — | Pa |
| 21 | Dan A. Fanning | 65 | Head | Mgr. Drapery Dept. | New York |
| 22 | Mary R. Fanning | 64 | Wife | — | New York |
| 23 | Ross D. Fanning | 44 | Son | Salesman | New York |
| 24 | Belle Spunko | 67 | Head | — | Ohio |
| 25 | Eleanor Curtis | 63 | Head | — | Ky |
| 26 | Abner Curtis | 60 | brother | — | Ky |
| 27 | Idessa Denny | 17 | maid | Maid | Ky |
| 28 | Ethel Snider | 47 | Head | — | Ohio |
| 29 | Carl Jr. Snider | 22 | son | Co-Op Student | Ohio |
| 30 | Chas. Basch | 67 | Head | Safety Engineer | Ohio |
| 31 | Mary Basch | 65 | Wife | — | Ohio |
| 32 | Chas. F. Morten | 77 | Head | Coal Salesman | Indiana |
| 33 | Ray Irene Morten | 73 | Wife | — | Ohio |
| 34 | Clara L. Morten | 53 | Daughter | Stenographer | Ohio |
| 35 | Fannie Hirschler | 50 | Head | — | Iowa |
| 36 | Arnold Hirschler | 51 | brother | Salesman | Hungary |
| 37 | Harry L. Hebberd | 52 | Head | Piano Tuner & Repairer | Tennessee |
| 38 | Lillian Hebberd | 44 | Wife | — | Ohio |
| 39 | Phyllis Hebberd | 20 | daughter | Clerk | Ohio |
| 40 | James Hebberd | 14 | son | — | Ohio |
Pedigree Summary
Howard + 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)