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Bernice Miller — 1930 US Census Record
Model Tree available1930 United States Federal Census · Cambria, Pennsylvania
Our Model Tree links this Bernice Miller across the 1910, 1920 and 1930 US Censuses in Cambria, Pennsylvania (XGBoost, ~Confirmed), with identified parents Elizabeth & Elizabeth — first a daughter (b.~1908), then head of a 7-person household.
Age 22
b. ~1908
Female
Daughter
Born: Pennsylvania
Single
1930 Census Record Details
| Census Year | 1930 |
| Location | Cambria, Pennsylvania |
| Surname | Miller |
| Given Name | Bernice 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 |
| Additional Details | |
| Occupation | Nurse |
| Industry | Hospital |
| Class of Worker | W |
| Can Read/Write | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
| Occupation | Nurse |
| Township / Ward | Johnstown City |
| 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.
7 people recorded at the same address in the 1930 census.
| Name | Relation to head | Relative to Bernice | Age | Birth yr |
|---|---|---|---|---|
| Beatrice Miller | Daughter | — | 22 | ~1908 |
| Marion Miller | Daughter | — | 11 | ~1919 |
| Bernice Miller | Daughter | — | 22 | ~1908 |
| Florence Miller | Daughter | — | 14 | ~1916 |
| William Miller | Head | — | 49 | ~1881 |
| John Mishler | Other | — | 74 | ~1856 |
| Elizabeth Miller | Other | — | 50 | ~1880 |
Census Appearances
1910
Cambria, Pennsylvania
Daughter, age 2
Cambria, Pennsylvania · implied b. ~1908 — 5 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Bernice |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 2 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Occupation | none |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1920
Cambria, Pennsylvania
Daughter, age 11
Cambria, Pennsylvania · implied b. ~1909 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Bernice |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 11 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Occupation | none |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1930
Cambria, Pennsylvania
Daughter, age 22
Cambria, Pennsylvania · implied b. ~1908 — 7 household members
| Surname | Miller |
| Given Name | Bernice 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 | Nurse |
| Industry | Hospital |
| Class of Worker | W |
| Can Read/Write | Yes |
| 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 Bernice Miller across 3 US Census years (1910, 1920 and 1930) in Cambria, Pennsylvania, using XGBoost record linkage. Identified parents: mother Elizabeth Miller (~0.92 confidence) and mother Elizabeth Miller (~0.92 confidence) and father William Miller (~0.92 confidence) and father William Miller (~0.92 confidence) and father Wm Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Mother
Elizabeth Miller
b. ~1880
Source mother
● Household
· direct · ~0.92
Mother
Elizabeth Miller
b. ~1880
Source mother
● Household
· direct · ~0.92
Father
William Miller
b. ~1881
Source father
● Household
· direct · ~0.92
Father
William Miller
b. ~1881
Source father
● Household
· direct · ~0.92
Father
Wm Miller
b. ~1881
Source father
● Household
· direct · ~0.92
This person
Anchor record
Bernice Miller
Daughter · 1930 · age 22 · b. ~1908 · Pennsylvania
★ You are viewing this record
Sibling
Florence Miller
Sibling · 1930 · age 14
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Beatrice Miller
Sibling · 1930 · age 22
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Marion Miller
Sibling · 1930 · age 11
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
1930 US Federal Census — Cambria, Pennsylvania
Open full size
1930 US Federal Census — Cambria, Pennsylvania
Page Contents
50 people indexed on this census page (ia:1930:fifteenthcensus00reel2012:0188)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 51 | Eveline Betty Louise | 10 | Daughter | — | Pennsylvania |
| 52 | Leslie Mary B M | 38 | Boarder | Saleslady | Pennsylvania |
| 53 | William H Repp | 29 | Head | Driver | Pennsylvania |
| 54 | Gladys C Repp | 28 | Wife-H | — | Pennsylvania |
| 55 | Mary Kathryn Repp | 8 | Daughter | — | Pennsylvania |
| 56 | William H Blackburn | 57 | Head | — | England |
| 57 | Elizabeth Hoffman | 54 | Head-H | — | Pennsylvania |
| 58 | Albert E Harry Hoffman | 56 | Boarder | Fireman | Pennsylvania |
| 59 | William R Miller | 49 | Head | Laborer | Pennsylvania |
| 60 | Elizabeth D Miller | 50 | Wife-H | — | Pennsylvania |
| 61 | Bernice E Miller THIS PERSON | 22 | Daughter | Nurse | Pennsylvania |
| 62 | Beatrice I Miller | 22 | Daughter | Nurse | Pennsylvania |
| 63 | Florence E Miller | 14 | Daughter | — | Pennsylvania |
| 64 | Marion L Miller | 11 | Daughter | — | Pennsylvania |
| 65 | John Mishler | 74 | Father | — | Pennsylvania |
| 66 | Charles O Dravis | 19 | Head | Apprentice | Pennsylvania |
| 67 | Lilly B Dravis | 19 | Wife-H | — | Pennsylvania |
| 68 | Charles Jr Dravis | 0 | Son | — | Pennsylvania |
| 69 | William L Marsh | 51 | Head | Mill Hand | Pennsylvania |
| 70 | Mary S Marsh | 56 | Wife-H | — | West Virginia |
| 71 | Ruth M Marsh | 17 | Daughter | Stenographer | Pennsylvania |
| 72 | Henry J John | 42 | Head | Paper Hanger | Pennsylvania |
| 73 | Mabel A John | 41 | Wife-H | — | Pennsylvania |
| 74 | Hurl H John | 23 | Son | Mill Worker | Pennsylvania |
| 75 | Harvey M John | 16 | Son | — | Pennsylvania |
| 76 | Samuel E Bixler | 59 | Head | Salesman | Pennsylvania |
| 77 | Della A Bixler | 59 | Wife-H | — | Pennsylvania |
| 78 | Daniel S Bixler | 19 | Son | — | Pennsylvania |
| 79 | James R Bixler | 13 | Son | — | Pennsylvania |
| 80 | Frances B Bixler | 8 | Daughter | — | Ohio |
| 81 | Mabel E Bixler | 4 | Daughter | — | Pennsylvania |
| 82 | James Shearer | 68 | Head | — | Pennsylvania |
| 83 | Emma S Shearer | 66 | Wife-H | — | Pennsylvania |
| 84 | Edna Shearer | 37 | Daughter | Carpitsewer | Pennsylvania |
| 85 | Catherine G Shearer | 25 | Daughter | Attendant | Pennsylvania |
| 86 | Oscar M Brant | 46 | Head | Mill Worker | Pennsylvania |
| 87 | Bertha R Brant | 45 | Wife-H | — | Pennsylvania |
| 88 | Mary E Brant | 24 | Daughter | Teacher | Pennsylvania |
| 89 | Gilbert Joseph J Brant | 39 | Boarder | Foreman | Pennsylvania |
| 90 | Mary E Hildebrand | 59 | Head-H | — | Pennsylvania |
| 91 | Sylba M Hildebrand | 20 | Daughter | Hairdresser | Pennsylvania |
| 92 | Bert Edwards | 43 | Boarder | Laborer | Pennsylvania |
| 93 | Joseph H Maleshova | 45 | Boarder | Laborer | Russia |
| 94 | Maggie L Davis | 45 | Head-H | — | West Virginia |
| 95 | Perry B Davis | 26 | Son | Mill Worker | Pennsylvania |
| 96 | Harry E Allmond | 36 | Brother | Waiter | Pennsylvania |
| 97 | Edward C Margolis | 38 | Head | Proprietor | Russia |
| 98 | Bella A Margolis | 37 | Wife-H | — | Russia |
| 99 | Claudia F Margolis | 12 | Daughter | — | New York |
| 100 | S Gustav | 8 | Son | — | Russia |
Related Census Records
Pedigree Summary
Bernice + 3 siblings
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 1930 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)