FM
Frances Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Taylor-County, Iowa
Our Model Tree links this Frances Miller across the 1920, 1930 and 1940 US Censuses in Taylor-County, Iowa (XGBoost, ~Confirmed), with identified parents Amy & Janet — first a daughter (b.~1907), then head of a 3-person household.
Age 33
b. ~1907
Female
Daughter
Born: Iowa
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Taylor-County, Iowa |
| Surname | Miller |
| Given Name | Frances |
| Relationship to Head | daughter |
| Sex | F |
| Color / Race | White |
| Age | 33 |
| Marital Status | Single |
| Birthplace | Iowa |
| 1935 Residence (City) | Bedford Twp. |
| 1935 Residence (County) | Taylor |
| Additional Details | |
| Occupation | 0 |
| Industry | No |
| Hours Worked | 0 |
| Highest Grade | Hs 4 |
| 1935 Residence | Same house |
| Birth State | Iowa |
| Birth Country | United States |
| Birthplace (normalized) | iowa |
| Occupation | 0 |
| Township / Ward | Bedford Twp |
| Est. Birth Year | ~1907 |
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.
3 people recorded at the same address in the 1940 census.
| Name | Relation to head | Relative to Frances | Age | Birth yr |
|---|---|---|---|---|
| Frances Miller | Daughter | — | 33 | ~1907 |
| A Miller | Head | — | 63 | ~1877 |
| Amy Miller | Spouse | — | 68 | ~1872 |
Census Appearances
1920
Taylor, Iowa
Daughter, age 12
Taylor, Iowa · implied b. ~1908 — 4 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Frances M |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 12 |
| Marital Status | Single |
| Birthplace | Iowa |
| Father's Birthplace | Iowa |
| Mother's Birthplace | Iowa |
| Occupation | none |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Iowa |
| Birth Country | United States |
| Birthplace (normalized) | iowa |
1930
Taylor, Iowa
Daughter, age 22
Taylor, Iowa · implied b. ~1908 — 3 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Frances |
| Relationship to Head | daughter |
| Sex | F |
| Color / Race | White |
| Age | 22 |
| Marital Status | Single |
| Birthplace | Iowa |
| Father's Birthplace | Iowa |
| Mother's Birthplace | Iowa |
| Occupation | none |
| Can Read/Write | Yes |
| Birth State | Iowa |
| Birth Country | United States |
| Birthplace (normalized) | iowa |
1940
Taylor-County, Iowa
Daughter, age 33
Taylor-County, Iowa · implied b. ~1907 — 3 household members
| Surname | Miller |
| Given Name | Frances |
| Relationship to Head | daughter |
| Sex | F |
| Color / Race | White |
| Age | 33 |
| Marital Status | Single |
| Birthplace | Iowa |
| 1935 Residence (City) | Bedford Twp. |
| 1935 Residence (County) | Taylor |
| Occupation | 0 |
| Industry | No |
| Hours Worked | 0 |
| Highest Grade | Hs 4 |
| 1935 Residence | Same house |
| Birth State | Iowa |
| Birth Country | United States |
| Birthplace (normalized) | iowa |
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 Frances Miller across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: mother Amy Miller (~0.92 confidence) and mother Janet Miller (~0.92 confidence) and father A Miller (~0.92 confidence) and father Randolph Miller (~0.92 confidence). The pedigree spans 1 generation with 4 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Mother
Amy Miller
b. ~1872
Source mother
● Household
· direct · ~0.92
Mother
Janet Miller
b. ~1875
Source mother
● Household
· direct · ~0.92
Father
A Miller
b. ~1877
Source father
● Household
· direct · ~0.92
Father
Randolph Miller
b. ~1878
Source father
● Household
· direct · ~0.92
This person
Anchor record
Frances Miller
Daughter · 1940 · age 33 · b. ~1907 · Iowa
★ You are viewing this record
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1940 US Federal Census — Taylor-County, Iowa
Open full size
1940 US Federal Census — Taylor-County, Iowa
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-01207-00742)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Roma Hatfield | 16 | daughter | 94 | Iowa |
| 2 | Carol Hatfield | 15 | daughter | 0 | Iowa |
| 3 | Phylis Hatfield | 13 | daughter | — | Iowa |
| 4 | Caryl Hatfield | 10 | daughter | — | Iowa |
| 5 | Clyde Hatfield | 9 | son | — | Iowa |
| 6 | Margaret Hatfield | 6 | daughter | — | Iowa |
| 7 | Francis E. Mohler | 45 | Head | Farming | Iowa |
| 8 | D. C. Mohler | 77 | father | 0 | Iowa |
| 9 | Cora L. Mohler | 69 | mother | 0 | Iowa |
| 10 | Bryan D. Mohler | 43 | Head | Farming | Iowa |
| 11 | Ruth G. Mohler | 40 | wife | 0 | Iowa |
| 12 | Harry E. Putnam | 35 | Head | Farming | Iowa |
| 13 | Ruth B. Putnam | 37 | wife | 0 | Illinois |
| 14 | Barbara Ruth Putnam | 7 | daughter | — | Iowa |
| 15 | E. S. Putnam | 64 | Head | Farming | Iowa |
| 16 | Mabel A. Putnam | 59 | wife | 0 | Iowa |
| 17 | Bessie Snyder | 80 | sister in law | 0 | Iowa |
| 18 | D. W. Bristow | 39 | Head | Farming | Iowa |
| 19 | Marjorie Bristow | 31 | wife | 0 | Iowa |
| 20 | Robert G. Bristow | 7 | son | — | Iowa |
| 21 | Shirley Ellen Bristow | 5 | daughter | — | Iowa |
| 22 | Norma Jean Bristow | 1 | daughter | — | Iowa |
| 23 | Max Cox | 24 | hired hand | Farm Hand | Iowa |
| 24 | A. S. Miller | 63 | Head | Farming | Iowa |
| 25 | Amy B. Miller | 68 | wife | 0 | Iowa |
| 26 | Frances Miller THIS PERSON | 33 | daughter | 0 | Iowa |
| 27 | Amanda Robbins | 75 | Head | 0 | Iowa |
| 28 | Clarabelle Robbins | 50 | daughter | 0 | Iowa |
| 29 | Kenneth Young | 34 | Head | Carpenter Helper | Iowa |
| 30 | Dorothy Young | 35 | wife | 0 | Iowa |
| 31 | Josephine Young | 13 | daughter | — | Iowa |
| 32 | William Young | 7 | son | — | Iowa |
| 33 | William M. Havens | 67 | Head | Farming | Iowa |
| 34 | Effie May Havens | 64 | wife | 0 | Iowa |
| 35 | Leroy Anderson | 56 | Head | Farming | Iowa |
| 36 | Ida Anderson | 51 | wife | 0 | Iowa |
| 37 | Wilbur Cannon | 31 | Head | Farming | Iowa |
| 38 | Marie Cannon | 23 | wife | 0 | Iowa |
| 39 | Leroy Cannon | 2 | son | — | Iowa |
| 40 | Frank S. Anganelle | 62 | Head | Farming | Iowa |
Pedigree Summary
Frances
Gen 1 · 4 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)