LM
Lillian Miller — 1920 US Census Record
Model Tree available1920 United States Federal Census · Butler, Ohio
Our Model Tree links this Lillian Miller across the 1900, 1910 and 1920 US Censuses in Butler, Ohio (XGBoost, ~Confirmed), with identified parents Minnie & Charles — first a daughter (b.~1900), then head of a 4-person household.
Age 20
b. ~1900
Female
Daughter
Born: Ohio
Single
1920 Census Record Details
| Census Year | 1920 |
| Location | Butler, Ohio |
| Surname | Miller |
| Given Name | Lillian M. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Additional Details | |
| Occupation | Cashier |
| Industry | Machine Shop |
| Class of Worker | W |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
| Occupation | Cashier |
| Township / Ward | City Of Hamilton |
| Est. Birth Year | ~1900 |
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 1920 census.
| Name | Relation to head | Relative to Lillian | Age | Birth yr |
|---|---|---|---|---|
| Mary Miller | Daughter | — | 10 | ~1910 |
| Lillian Miller | Daughter | — | 20 | ~1900 |
| Minnie Miller | Head | — | 51 | ~1869 |
| Edward Miller | Son | — | 13 | ~1907 |
Census Appearances
1900
Butler, Ohio
Daughter, age 1
Butler, Ohio · implied b. ~1899 — 3 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Lillian N |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 0 |
| Marital Status | Single |
| Birthplace | Ohio |
| Birth Month | Aug |
| Birth Year | 1899 |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
1910
Butler, Ohio
Daughter, age 10
Butler, Ohio · implied b. ~1900 — 6 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Lillian |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 10 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | English |
| Birth State | Ohio |
| Birth Country | United States |
| Birthplace (normalized) | ohio |
1920
Butler, Ohio
Daughter, age 20
Butler, Ohio · implied b. ~1900 — 4 household members
| Surname | Miller |
| Given Name | Lillian M. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Ohio |
| Father's Birthplace | Ohio |
| Mother's Birthplace | Ohio |
| Occupation | Cashier |
| Industry | Machine Shop |
| Class of Worker | W |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| 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 Lillian Miller across 3 US Census years (1900, 1910 and 1920) in Butler, Ohio, using XGBoost record linkage. Identified parents: mother Minnie Miller (~0.92 confidence) and father Charles Miller (~0.92 confidence) and mother Minnie Miller (~0.92 confidence) and mother Minnie Miller (~0.92 confidence) and father Charles Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Mother
Minnie Miller
b. ~1868
Source mother
● Household
· direct · ~0.92
Father
Charles Miller
b. ~1869
Source father
● Household
· direct · ~0.92
Mother
Minnie Miller
b. ~1869
Source mother
● Household
· direct · ~0.92
Mother
Minnie Miller
b. ~1869
Source mother
● Household
· direct · ~0.92
Father
Charles Miller
b. ~1870
Source father
● Household
· direct · ~0.92
This person
Anchor record
Lillian Miller
Daughter · 1920 · age 20 · b. ~1900 · Ohio
★ You are viewing this record
Sibling
Mary Miller
Sibling · 1920 · age 10
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Edward Miller
Sibling · 1920 · age 13
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
1920 US Federal Census — Butler, Ohio
Open full size
1920 US Federal Census — Butler, Ohio
Page Contents
50 people indexed on this census page (ia:1920:14thcensusofpopu1352unit:0129)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Theodore V. Oliger | 43 | Head | Plumber | Indiana |
| 2 | Rose Oliger | 40 | Wife | — | Ohio |
| 3 | Helen Catherine Oliger | 13 | Daughter | — | Ohio |
| 4 | Louisa J. Stephan | 82 | Head | — | Virginia |
| 5 | Emma L. Stephan | 52 | Daughter | — | Ohio |
| 6 | Ernest Stephan | 42 | Son | Dressmaker | Ohio |
| 7 | Augusta Stephan | 37 | Daughter | Machinist | Ohio |
| 8 | Minnie M. Miller | 51 | Head | Proprietor | Ohio |
| 9 | Lillian M. Miller THIS PERSON | 20 | Daughter | Cashier | Ohio |
| 10 | Edward M. Miller | 13 | Son | — | Ohio |
| 11 | Mary Louise Miller | 10 | Daughter | — | Ohio |
| 12 | Charles F. Murner | 52 | Head | Retired | Ohio |
| 13 | Harold John Murner | 23 | Head | Plumber | Ohio |
| 14 | Jessica Murner | 27 | Wife | Bookkeeper | Ohio |
| 15 | Frank Peter Mueller | 28 | Head | — | Ohio |
| 16 | Martha H. M. Mueller | 26 | Wife | — | Ohio |
| 17 | William Brainard | 27 | Head | Machinist | Ohio |
| 18 | Laura Brainard | 24 | Wife | — | Ohio |
| 19 | Charles K. Hackler | 26 | Head | Machinist | Ohio |
| 20 | Luretta L. Hackler | 29 | Wife | — | Ohio |
| 21 | Augusta Tendam | 62 | Head | — | Germany |
| 22 | Mary Tendam | 23 | Daughter | — | Ohio |
| 23 | Ferdinand Tendam | 19 | Son | Laborer | Ohio |
| 24 | August Schlosser | 41 | Head | — | Ohio |
| 25 | Catherine Schlosser | 36 | Wife | Shipping Cl | Ohio |
| 26 | Henry F. Heptas | 65 | Head | — | Germany |
| 27 | Mary Heptas | 64 | Wife | — | Germany |
| 28 | John Muebus | 79 | Head | Retired | Ohio |
| 29 | Mary Muebus | 54 | Wife | — | Ohio |
| 30 | Conrad Klaus | 65 | Head | Harness Maker | Ohio |
| 31 | Marie Amelia Klaus | 59 | Wife | — | Ohio |
| 32 | Richard Delmar A. Klaus | 35 | Lodger | Salesman | Ohio |
| 33 | Arns Fred Klaus | 65 | Lodger | Salesman | New York |
| 34 | Mary Munch | 76 | Head | — | Ohio |
| 35 | Catherine Munch | 45 | Daughter | Clerical Work | Ohio |
| 36 | Helen Virginia Munch | 7 | Daughter | — | Ohio |
| 37 | Minnie L. Liebrigh | 41 | Daughter | — | Ohio |
| 38 | Harry G. Brinkman | 50 | Head | Moulder | Ohio |
| 39 | Della M. Brinkman | 43 | Wife | — | Ohio |
| 40 | Anna M. Brinkman | 76 | Mother | — | Germany |
| 41 | Edward H. Keller | 47 | Head | Salesman | Ohio |
| 42 | Bertha M. Keller | 37 | Wife | — | Ohio |
| 43 | Marie Mabel Keller | 4 | Daughter | — | Ohio |
| 44 | Esther Elizabeth Keller | 2 | Daughter | — | Ohio |
| 45 | Catherine Keller | 75 | Mother | — | Ohio |
| 46 | Ferdinand H. Tachon | 31 | Head | Soft Drinks | Ohio |
| 47 | Elizabeth Tachon | 23 | Wife | — | Ohio |
| 48 | Catherine Wiegand | 57 | Head | Papercutter | Ohio |
| 49 | Mary Anna Wiegand | 30 | Daughter | Machinist | Ohio |
| 50 | Edward Jr. Wiegand | 24 | Son | Machinist | Ohio |
Pedigree Summary
Lillian + 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 1920 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)