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Blanche Miller — 1930 US Census Record
Model Tree available1930 United States Federal Census · Randolph, North Carolina
Our Model Tree links this Blanche Miller across the 1910, 1920 and 1930 US Censuses in Randolph, North Carolina (XGBoost, ~Confirmed), with identified parents J & Jake — first a daughter (b.~1896), then head of a 4-person household.
Age 34
b. ~1896
Female
Daughter
Born: North Carolina
Single
1930 Census Record Details
| Census Year | 1930 |
| Location | Randolph, North Carolina |
| Surname | Miller |
| Given Name | Blanche |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 34 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Additional Details | |
| Occupation | Clerical |
| Industry | News Office |
| Class of Worker | W |
| Can Read/Write | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
| Occupation | Clerical |
| Township / Ward | Asheboro Town |
| Est. Birth Year | ~1896 |
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 1930 census.
| Name | Relation to head | Relative to Blanche | Age | Birth yr |
|---|---|---|---|---|
| Carl Miller | Son | — | 19 | ~1911 |
| Blanche Miller | Daughter | — | 34 | ~1896 |
| J Miller | Head | — | 57 | ~1873 |
| John Miller | Son | — | 32 | ~1898 |
Census Appearances
1910
Randolph, North …
Daughter, age 15
Randolph, North Carolina · implied b. ~1895 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Blanch |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | Mulatto |
| Age | 15 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Occupation | none |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
1920
Randolph, North …
Daughter, age 25
Randolph, North Carolina · implied b. ~1895 — 7 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Blanche |
| Relationship to Head | daughter |
| Sex | F |
| Color / Race | White |
| Age | 25 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Occupation | Operator |
| Industry | Telephone |
| Class of Worker | W |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
1930
Randolph, North …
Daughter, age 34
Randolph, North Carolina · implied b. ~1896 — 4 household members
| Surname | Miller |
| Given Name | Blanche |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 34 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Occupation | Clerical |
| Industry | News Office |
| Class of Worker | W |
| Can Read/Write | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
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 Blanche Miller across 3 US Census years (1910, 1920 and 1930) in Randolph, North Carolina, using XGBoost record linkage. Identified parents: father J Miller (~0.92 confidence) and father Jake Miller (~0.92 confidence) and father Joe Miller (~0.92 confidence) and mother Adelia Miller (~0.92 confidence) and mother Grissell Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
J Miller
b. ~1873
Source father
● Household
· direct · ~0.92
Father
Jake Miller
b. ~1865
Source father
● Household
· direct · ~0.92
Father
Joe Miller
b. ~1865
Source father
● Household
· direct · ~0.92
Mother
Adelia Miller
b. ~1882
Source mother
● Household
· direct · ~0.92
Mother
Grissell Miller
b. ~1870
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Blanche Miller
Daughter · 1930 · age 34 · b. ~1896 · North Carolina
★ You are viewing this record
Sibling
Carl Miller
Sibling · 1930 · age 19
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
John Miller
Sibling · 1930 · age 32
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 — Randolph, North Carolina
Open full size
1930 US Federal Census — Randolph, North Carolina
Page Contents
50 people indexed on this census page (ia:1930:15thcensus1714unit:0734)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Thelma Luck | 18 | Daughter | Saleslady | North Carolina |
| 2 | Rachel Luck | 12 | Daughter | — | North Carolina |
| 3 | Lou Pritchard | 64 | Mother-in-law | — | North Carolina |
| 4 | Isaiah O. Hamilton | 45 | Head | Boarder | North Carolina |
| 5 | Rodema Hamilton | 49 | Wife | — | North Carolina |
| 6 | Albert O. Hamilton | 20 | Son | Boarder | North Carolina |
| 7 | Onward W. Hamilton | 18 | Son | Finisher | North Carolina |
| 8 | Frances Hamilton | 15 | Daughter | — | North Carolina |
| 9 | Gladys Hamilton | 13 | Daughter | — | North Carolina |
| 10 | Boyd Hamilton | 11 | Son | — | North Carolina |
| 11 | Mary M. Hamilton | 8 | Daughter | — | North Carolina |
| 12 | Billie Hamilton | 6 | Son | — | North Carolina |
| 13 | F. Miller | 74 | Head | Merchant | North Carolina |
| 14 | Frances B. Miller | 69 | Wife | — | North Carolina |
| 15 | Dora Williamson | 22 | Boarder | Inspector | North Carolina |
| 16 | Helen Horner | 21 | Boarder | Looper | North Carolina |
| 17 | Minnie Colie | 21 | Boarder | Seamer | North Carolina |
| 18 | J. J. Miller | 57 | Head | Commercial Trav. | North Carolina |
| 19 | Blanche Miller THIS PERSON | 34 | Daughter | Clerical | North Carolina |
| 20 | John Miller | 32 | Son | Foreman | North Carolina |
| 21 | Carl Miller | 19 | Son | Knitter | North Carolina |
| 22 | Fante Wright | 28 | Head | Bending | North Carolina |
| 23 | Ida Wright | 28 | Wife | — | North Carolina |
| 24 | Harry Williamson | 29 | Head | Stitcher | North Carolina |
| 25 | Lizzie Williamson | 23 | Wife | — | North Carolina |
| 26 | Annie E. Williamson | 5 | Daughter | — | North Carolina |
| 27 | Edward Williamson | 1 | Son | — | North Carolina |
| 28 | Bennie Triggs | 25 | Head | Knitter | Texas |
| 29 | Belle Triggs | 21 | Wife | — | North Carolina |
| 30 | C. Louise Triggs | 2 | Daughter | — | North Carolina |
| 31 | Dorothy Triggs | 0 | Daughter | — | North Carolina |
| 32 | Ella Sheffuell | 49 | Head | — | North Carolina |
| 33 | Pauline Sheffuell | 18 | Daughter | Winder | North Carolina |
| 34 | Thelma Sheffuell | 9 | Daughter | — | North Carolina |
| 35 | Zelma Sheffuell | 9 | Daughter | — | North Carolina |
| 36 | Paul W. Miller | 12 | Nephew | — | North Carolina |
| 37 | Elvira Holder | 18 | Boarder | Seamer | North Carolina |
| 38 | Vanda Faulkenberry | 16 | Boarder | Looper | North Carolina |
| 39 | W. B. Hicks | 46 | Head | Fireman | North Carolina |
| 40 | Lillie Hicks | 36 | Wife | — | North Carolina |
| 41 | Hazel Presnell | 18 | Daughter | — | North Carolina |
| 42 | Roland Hicks | 16 | Son | — | North Carolina |
| 43 | Clyde Hicks | 14 | Daughter | — | North Carolina |
| 44 | James Hicks | 12 | Son | — | North Carolina |
| 45 | Eva M. Hicks | 8 | Daughter | — | North Carolina |
| 46 | Paul Hicks | 7 | Son | — | North Carolina |
| 47 | W. B. Jr. Hicks | 2 | Son | — | North Carolina |
| 48 | Anna Presnell | 0 | Grandchild | — | North Carolina |
| 49 | D. A. Patterson | 39 | Head | Manufacturing | North Carolina |
| 50 | Annie C. Patterson | 44 | Wife | — | North Carolina |
Pedigree Summary
Blanche + 2 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)