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Lulu Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Union-County, Pennsylvania
Our Model Tree links this Lulu Miller across the 1920, 1930 and 1940 US Censuses in Union-County, Pennsylvania (XGBoost, ~Confirmed), with identified parents Clark & Ella — first a daughter (b.~1908), then head of a 6-person household.
Age 32
b. ~1908
Female
Daughter
Born: Pennsylvania
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Union-County, Pennsylvania |
| Surname | Miller |
| Given Name | Lulu |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 32 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | BUFFALO TOWNSHIP |
| 1935 Residence (County) | UNION |
| Additional Details | |
| Occupation | School Teacher |
| Industry | Public School |
| Class of Worker | GW |
| Hours Worked | 36 |
| Income (1939) | 1347 |
| Highest Grade | C 4 |
| 1935 Residence | Same place |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
| Occupation | Teacher |
| Township / Ward | Buffalo Township |
| Est. Birth Year | ~1908 |
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 Lulu | Age | Birth yr |
|---|---|---|---|---|
| Ella Hoch | Other | — | 2 | ~1938 |
| Clark Miller | Head | — | 55 | ~1885 |
| Mary Hoch | Daughter | — | 24 | ~1916 |
| Lulu Miller | Daughter | — | 32 | ~1908 |
| Ella Miller | Spouse | — | 53 | ~1887 |
| George Hoch | Other | — | 27 | ~1913 |
Census Appearances
1920
Union, Pennsylvania
Daughter, age 12
Union, Pennsylvania · implied b. ~1908 — 5 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Leila G |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 12 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
Daughter, age 22
Union, Pennsylvania · implied b. ~1908 — 5 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Lula |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 22 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Can Read/Write | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1940
Union-County, Pennsylvania
Daughter, age 32
Union-County, Pennsylvania · implied b. ~1908 — 6 household members
| Surname | Miller |
| Given Name | Lulu |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 32 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | BUFFALO TOWNSHIP |
| 1935 Residence (County) | UNION |
| Occupation | School Teacher |
| Industry | Public School |
| Class of Worker | GW |
| Hours Worked | 36 |
| Income (1939) | 1347 |
| Highest Grade | C 4 |
| 1935 Residence | Same place |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
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 Lulu Miller across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: father Clark Miller (~0.92 confidence) and mother Ella Miller (~0.92 confidence) and mother Ida Miller (~0.92 confidence). The pedigree spans 1 generation with 3 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Clark Miller
b. ~1885
Source father
● Household
· direct · ~0.92
Mother
Ella Miller
b. ~1887
Source mother
● Household
· direct · ~0.92
Mother
Ida Miller
b. ~1887
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Lulu Miller
Daughter · 1940 · age 32 · b. ~1908 · Pennsylvania
★ You are viewing this record
Sibling
Mary Hoch
Sibling · 1940 · age 24
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 — Union-County, Pennsylvania
Open full size
1940 US Federal Census — Union-County, Pennsylvania
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-03615-00019)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 41 | John W. Nobelment | Nobelmert | 42 | Head | Laborer | Pennsylvania |
| 42 | Myrtle V. Nobelment | Nobelmert | 38 | Wife | — | Pennsylvania |
| 43 | Mary A. Nobelment | Nobelmert | 5 | Daughter | — | Pennsylvania |
| 44 | Josephine Nobelment | Nobelmert | 25 | Sister | Housework | Pennsylvania |
| 45 | Ernest A. Neiswanger | 25 | Head | Crane Driver | Pennsylvania |
| 46 | Josephine Neiswanger | 27 | Wife | — | Pennsylvania |
| 47 | Ernestine Neiswanger | 5 | Daughter | — | Pennsylvania |
| 48 | Lucille Neiswanger | 2 | Daughter | — | Pennsylvania |
| 49 | Kenneth Neiswanger | 1 | Son | — | Pennsylvania |
| 50 | Clark Nearr | Neff | 25 | Head | Laborer | Pennsylvania |
| 51 | Martha L. Nearr | Neff | 27 | Wife | — | Pennsylvania |
| 52 | John L. Nearr | Neff | 3 | Son | — | Pennsylvania |
| 53 | Harold E. Nearr | Neff | 1 | Son | — | Pennsylvania |
| 54 | George Nornhold | Normhold | 48 | Head | Laborer | Pennsylvania |
| 55 | Nellie Nornhold | Normhold | 42 | Wife | — | Pennsylvania |
| 56 | Clarence Nornhold | Normhold | 25 | Son | Laborer | Pennsylvania |
| 57 | Calvin Nornhold | Normhold | 21 | Son | Spinner | Pennsylvania |
| 58 | Charles Herman | 71 | Head | Laborer | Pennsylvania |
| 59 | Calvin W. Nobenn | Noberr | 31 | Head | Miller | Pennsylvania |
| 60 | Mae S. Nobenn | Noberr | 25 | Wife | — | Pennsylvania |
| 61 | Daniel E. Erb | 67 | Head | Laborer | Pennsylvania |
| 62 | Katie E. Erb | 52 | Wife | — | Pennsylvania |
| 63 | Sarah Erb | 87 | Mother | — | Pennsylvania |
| 64 | Faylene Erb | 20 | Niece | Presser | Pennsylvania |
| 65 | Gladys A. Yeisley | 36 | Head | Farm Operator | Pennsylvania |
| 66 | Anna Yeisley | 35 | Wife | — | Pennsylvania |
| 67 | Blanche Yeisley | 17 | Daughter | — | Pennsylvania |
| 68 | Charlotte Yeisley | 15 | Daughter | — | Pennsylvania |
| 69 | Gertrude Yeisley | 12 | Daughter | — | Pennsylvania |
| 70 | Allen Yeisley | 10 | Son | — | Pennsylvania |
| 71 | Mary E. Yeisley | 5 | Daughter | — | Pennsylvania |
| 72 | Clark S. Miller | 55 | Head | Farm Operator | Pennsylvania |
| 73 | Ella M. Miller | 53 | Wife | — | Pennsylvania |
| 74 | Lulu Miller THIS PERSON | 32 | Daughter | School Teacher | Pennsylvania |
| 75 | George Hoch | 27 | Son-in-law | Farm Hand | Pennsylvania |
| 76 | Mary Hoch | 24 | Daughter | — | Pennsylvania |
| 77 | Ella J. Hoch | 2 | Grand-dau | — | Pennsylvania |
| 78 | Fred I. Johnson | 61 | Head | Proprietor | Pennsylvania |
| 79 | Blanche V. Johnson | 60 | Wife | — | Pennsylvania |
| 80 | Fred E. Johnson | 22 | Son | Miller | Pennsylvania |
Related Census Records
Pedigree Summary
Lulu + 1 sibling
Gen 1 · 3 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)