FS
Frank Sanders — 1940 US Census Record
Model Tree available1940 United States Federal Census · Yalobusha-County, Mississippi
Our Model Tree links this Frank Sanders across the 1920, 1930 and 1940 US Censuses in Yalobusha-County, Mississippi (XGBoost, ~Confirmed), with identified parents Frank & Frank — first a son (b.~1918), then head of a 6-person household.
Age 22
b. ~1918
Male
Son
Born: Mississippi
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Yalobusha-County, Mississippi |
| Surname | Sanders |
| Given Name | Frank Jr. |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 22 |
| Marital Status | Single |
| Birthplace | Mississippi |
| 1935 Residence (City) | Beat 5 |
| 1935 Residence (County) | Yalobusha |
| Additional Details | |
| Occupation | Laborer |
| Industry | Farm |
| Class of Worker | OA |
| Income (1939) | 0 |
| Highest Grade | S 7 |
| 1935 Residence | Same place |
| Birth State | Mississippi |
| Birth Country | United States |
| Birthplace (normalized) | mississippi |
| Occupation | Laborer |
| Township / Ward | Beat 5 |
| Est. Birth Year | ~1918 |
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 Frank | Age | Birth yr |
|---|---|---|---|---|
| Katherine Sanders | Spouse | — | 42 | ~1898 |
| Ema Clay | Other | — | 14 | ~1926 |
| Frank Sanders | Son | — | 22 | ~1918 |
| Essie Sanders | Daughter | — | 3 | ~1937 |
| Clora Sanders | Daughter | — | 23 | ~1917 |
| Frank Sanders | Head | — | 44 | ~1896 |
Census Appearances
1920
Yalobusha, Mississippi
Son, age 2
Yalobusha, Mississippi · implied b. ~1918 — 8 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Sanders |
| Given Name | Frank |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 2 |
| Marital Status | Single |
| Birthplace | Mississippi |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | Mississippi |
| Birth State | Mississippi |
| Birth Country | United States |
| Birthplace (normalized) | mississippi |
1930
Yalobusha, Mississippi
Son, age 12
Yalobusha, Mississippi · implied b. ~1918 — 10 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Sanders |
| Given Name | Frank Jr. |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 12 |
| Marital Status | Single |
| Birthplace | Mississippi |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | Mississippi |
| Occupation | none |
| Can Read/Write | Yes |
| Birth State | Mississippi |
| Birth Country | United States |
| Birthplace (normalized) | mississippi |
1940
Yalobusha-County, Mississippi
Son, age 22
Yalobusha-County, Mississippi · implied b. ~1918 — 6 household members
| Surname | Sanders |
| Given Name | Frank Jr. |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | Black |
| Age | 22 |
| Marital Status | Single |
| Birthplace | Mississippi |
| 1935 Residence (City) | Beat 5 |
| 1935 Residence (County) | Yalobusha |
| Occupation | Laborer |
| Industry | Farm |
| Class of Worker | OA |
| Income (1939) | 0 |
| Highest Grade | S 7 |
| 1935 Residence | Same place |
| Birth State | Mississippi |
| Birth Country | United States |
| Birthplace (normalized) | mississippi |
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 Frank Sanders across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: father Frank Sanders (~0.92 confidence) and father Frank Sanders (~0.92 confidence) and father Prompt Sanders (~0.92 confidence) and mother Katherine Sanders (~0.92 confidence) and mother Martha Sanders (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Frank Sanders
b. ~1880
Source father
● Household
· direct · ~0.92
Father
Frank Sanders
b. ~1896
Source father
● Household
· direct · ~0.92
Father
Prompt Sanders
b. ~1885
Source father
● Household
· direct · ~0.92
Mother
Katherine Sanders
b. ~1898
Source mother
● Household
· direct · ~0.92
Mother
Martha Sanders
b. ~1888
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Frank Sanders
Son · 1940 · age 22 · b. ~1918 · Mississippi
★ You are viewing this record
Sibling
Clora Sanders
Sibling · 1940 · age 23
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Essie Sanders
Sibling · 1940 · age 3
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 — Yalobusha-County, Mississippi
Open full size
1940 US Federal Census — Yalobusha-County, Mississippi
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-02079-00494)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 41 | Mozelle Sanders | 8 | Adopted | — | Mississippi |
| 42 | Edward Carter | 15 | Adopted | — | Mississippi |
| 43 | Frank Sanders | 44 | Head | Farmer | Mississippi |
| 44 | Katherine Sanders | 42 | Wife | — | Mississippi |
| 45 | Clora Sanders | 23 | Daughter | Laborer | Mississippi |
| 46 | Frank Jr. Sanders THIS PERSON | 22 | Son | Laborer | Mississippi |
| 47 | Ema Gray Clay | 14 | Adopted | — | Mississippi |
| 48 | Essie Sanders | 3 | Daughter | — | Mississippi |
| 49 | Alexander Sanders | 30 | Head | Farmer | Mississippi |
| 50 | Christine Sanders | 26 | Wife | — | Mississippi |
| 51 | Lee Ester Sanders | 9 | Son | — | Mississippi |
| 52 | Bertha Sanders | 1 | Daughter | — | Mississippi |
| 53 | William Eggleston | 31 | Head | Farmer | Mississippi |
| 54 | Flora Eggleston | 28 | Wife | — | Mississippi |
| 55 | William Jr. Eggleston | 11 | Son | — | Mississippi |
| 56 | Lelaya Eggleston | 8 | Daughter | — | Mississippi |
| 57 | James Eggleston | 6 | Son | — | Mississippi |
| 58 | Louis Eggleston | 4 | Son | — | Mississippi |
| 59 | Louise Eggleston | 4 | Daughter | — | Mississippi |
| 60 | Early Eggleston | 2 | Son | — | Mississippi |
| 61 | George W. Rabbit | 34 | Head | Farmer | Mississippi |
| 62 | Emmeline Rabbit | 28 | Wife | — | Mississippi |
| 63 | Annie G. Rabbit | 11 | Daughter | — | Mississippi |
| 64 | John E. Parker | 39 | Head | Farm Manager | Indiana |
| 65 | Addie Parker | 36 | Wife | — | Indiana |
| 66 | Rosie Parker | 16 | Daughter | — | Indiana |
| 67 | Annie L. Parker | 14 | Daughter | — | Indiana |
| 68 | Bertha R. Parker | 12 | Daughter | — | Indiana |
| 69 | Mildred Parker | 10 | Daughter | — | Indiana |
| 70 | Mary F. Parker | 8 | Daughter | — | Indiana |
| 71 | John R. Parker | 5 | Son | — | Indiana |
| 72 | Myrtle M. Parker | 3 | Daughter | — | Indiana |
| 73 | Angie M. Parker | 1 | Daughter | — | Indiana |
| 74 | Sam Sanders | 56 | Head | Farmer | North Carolina |
| 75 | Minnie Sanders | 50 | Wife | — | North Carolina |
| 76 | Oliver Sanders | 15 | Son | — | North Carolina |
| 77 | David Sanders | 70 | Cousin | Laborer | North Carolina |
| 78 | Scott Mcculler | 65 | Head | Farmer | Mississippi |
| 79 | Lizzie Mcculler | 65 | Wife | — | Mississippi |
| 80 | Scott E. Huff | 8 | Grandson | — | Mississippi |
Pedigree Summary
Frank + 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 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)