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Flora Miller — 1940 US Census Record
Linked across censuses1940 United States Federal Census · Lehigh-County, Pennsylvania
Our Model Tree links this Flora Miller across the 1930 and 1940 US Censuses in Lehigh-County, Pennsylvania (XGBoost, ~Confirmed) — first a daughter (b.~1909), then head of a 6-person household.
Age 31
b. ~1909
Female
Daughter
Born: Pennsylvania
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Lehigh-County, Pennsylvania |
| Surname | Miller |
| Given Name | Flora E. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 31 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | Allentown City |
| 1935 Residence (County) | Lehigh |
| Additional Details | |
| Occupation | Technician |
| Industry | Hospital |
| Class of Worker | PW |
| Hours Worked | 44 |
| Income (1939) | 1200 |
| Highest Grade | No 8 |
| 1935 Residence | Same House |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
| Occupation | Technician |
| Township / Ward | Allentown City |
| Est. Birth Year | ~1909 |
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 Flora | Age | Birth yr |
|---|---|---|---|---|
| Thomas Miller | Son | — | 17 | ~1923 |
| James Miller | Son | — | 25 | ~1915 |
| Frederick Miller | Son | — | 21 | ~1919 |
| Cora Miller | Head | — | 59 | ~1881 |
| William Miller | Son | — | 30 | ~1910 |
| Flora Miller | Daughter | — | 31 | ~1909 |
Census Appearances
1930
Lehigh, Pennsylvania
Daughter, age 22
Lehigh, Pennsylvania · implied b. ~1908 — 8 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Flora E. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 22 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Occupation | Technician |
| Industry | Hospital Lab. |
| Class of Worker | W |
| Can Read/Write | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1940
Lehigh-County, Pennsylvania
Daughter, age 31
Lehigh-County, Pennsylvania · implied b. ~1909 — 6 household members
| Surname | Miller |
| Given Name | Flora E. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 31 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | Allentown City |
| 1935 Residence (County) | Lehigh |
| Occupation | Technician |
| Industry | Hospital |
| Class of Worker | PW |
| Hours Worked | 44 |
| Income (1939) | 1200 |
| Highest Grade | No 8 |
| 1935 Residence | Same House |
| 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 Flora Miller across 2 US Census years (1930 and 1940) in 2 locations, using XGBoost record linkage.
Show:
This person
Anchor record
Flora Miller
Daughter · 1940 · age 31 · b. ~1909 · Pennsylvania
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Sibling
Frederick Miller
Sibling · 1940 · age 21
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
William Miller
Sibling · 1940 · age 30
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Thomas Miller
Sibling · 1940 · age 17
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
James Miller
Sibling · 1940 · age 25
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 — Lehigh-County, Pennsylvania
Open full size
1940 US Federal Census — Lehigh-County, Pennsylvania
Page Contents
37 people indexed on this census page (nara:1940:m-t0627-03544-00099)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Elizabeth M. Brinch | 30 | Wife | Manager | Pennsylvania |
| 2 | Frederic Brinch | 13 | Son | — | Pennsylvania |
| 3 | Shirley Brinch | 5 | Daughter | — | New Jersey |
| 4 | Catherine Bortz | 19 | Maid | Housework | Pennsylvania |
| 5 | William W. Oswald | 46 | Head | Owner | Pennsylvania |
| 6 | Bessie C. Oswald | 37 | Wife | — | Pennsylvania |
| 7 | William W. Jr. Oswald | 14 | Son | — | Pennsylvania |
| 8 | William J. Hipple | 27 | Brother Law | Salesman | Pennsylvania |
| 9 | Cora L. Miller | 59 | Head | — | Pennsylvania |
| 10 | Flora E. Miller THIS PERSON | 31 | Daughter | Technician | Pennsylvania |
| 11 | William D. Miller | 30 | Son | Partner | Pennsylvania |
| 12 | James P. Miller | 25 | Son | Reporter | Pennsylvania |
| 13 | Frederick C. Miller | 21 | Son | Wrapper | Pennsylvania |
| 14 | Thomas S. Miller | 17 | Son | — | Pennsylvania |
| 15 | Terrence C. Neil | 41 | Head | Purchasing Agent | Pennsylvania |
| 16 | Mabel N. Neil | 37 | Wife | — | Pennsylvania |
| 17 | Madeline R. Neil | 14 | Daughter | — | Pennsylvania |
| 18 | Perry R. Neil | 6 | Son | — | Pennsylvania |
| 19 | Lester O. Gordon | 35 | Head | Meat Cutter | Virginia |
| 20 | Bessie V. Gordon | 32 | Wife | — | Pennsylvania |
| 21 | Marilyn R. Gordon | 7 | Daughter | — | Pennsylvania |
| 22 | Charles M. Dibbell | 44 | Head | Veterinarian | Minnesota |
| 23 | Florence M. Dibbell | 44 | Wife | — | Pennsylvania |
| 24 | Robert A. Dibbell | 18 | Son | — | Missouri |
| 25 | Charles W. Dibbell | 4 | Son | — | Pennsylvania |
| 26 | Gerald R. Stillwagen | 19 | Step Son | — | Pennsylvania |
| 27 | Ann E. Stillwagen | 16 | Step Daughter | — | Pennsylvania |
| 28 | Frederic R. Stillwagen | 11 | Step Son | — | Pennsylvania |
| 29 | Clemons S. Markley | 71 | Head | — | Pennsylvania |
| 30 | Winifred F. Markley | 56 | Wife | — | Pennsylvania |
| 31 | Sara P. Jacques | 61 | Sister in Law | — | New Jersey |
| 32 | Lewis E. O'Conner | 43 | Head | Millwright | Pennsylvania |
| 33 | Dolores C. O'Conner | 37 | Wife | — | Pennsylvania |
| 34 | Earl O. C. O'Conner | 41 | Brother | Ticket Agent | Pennsylvania |
| 35 | Harrison O'Conner | 19 | Nephew | Shipper | Pennsylvania |
| 36 | William J. Roberts | 34 | Head | Attendant | Pennsylvania |
| 37 | Mary C. Roberts | 31 | Wife | — | Pennsylvania |
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)