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Mary Mcclure — 1910 US Census Record
Model Tree available1910 United States Federal Census · Clay, North Carolina
Our Model Tree links this Mary Mcclure across the 1910, 1920 and 1930 US Censuses in Clay, North Carolina (XGBoost, ~Confirmed), with identified parents Melvin & Jessie — first a daughter (b.~1907), then head of a 7-person household.
Age 3
b. ~1907
Female
Daughter
Born: North Carolina
Single
1910 Census Record Details
| Census Year | 1910 |
| Location | Clay, North Carolina |
| Surname | McClure |
| Given Name | Mary L. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 3 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Additional Details | |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
| Township / Ward | Hayesville Township Part Of |
| 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.
7 people recorded at the same address in the 1910 census.
| Name | Relation to head | Relative to Mary | Age | Birth yr |
|---|---|---|---|---|
| Mary Mcclure | Daughter | — | 3 | ~1907 |
| Bessie Mcclure | Daughter | — | 7 | ~1903 |
| Oma Mcclure | Daughter | — | 11 | ~1899 |
| Jessie Mcclure | Daughter | — | 7 | ~1903 |
| Samuel Mcclure | Head | — | 32 | ~1878 |
| Robert Mcclure | Son | — | 9 | ~1901 |
| Ollie Mcclure | Spouse | — | 33 | ~1877 |
Census Appearances
1910
Clay, North …
Daughter, age 3
Clay, North Carolina · implied b. ~1907 — 7 household members
| Surname | McClure |
| Given Name | Mary L. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 3 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
1920
Clay, North …
Daughter, age 13
Clay, North Carolina · implied b. ~1907 — 8 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | McClure |
| Given Name | May |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 13 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | North Carolina |
| Birth Country | United States |
| Birthplace (normalized) | north carolina |
1930
Clay, North …
Daughter, age 21
Clay, North Carolina · implied b. ~1909 — 5 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | McClure |
| Given Name | Mae |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 21 |
| Marital Status | Single |
| Birthplace | North Carolina |
| Father's Birthplace | North Carolina |
| Mother's Birthplace | North Carolina |
| 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 Mary Mcclure across 3 US Census years (1910, 1920 and 1930) in Clay, North Carolina, using XGBoost record linkage. Identified parents: father Melvin Mcclure (~0.92 confidence) and mother Jessie Mcclure (~0.92 confidence) and father George Mcclure (~0.92 confidence) and mother Ollie Mcclure (~0.92 confidence) and father Samuel Mcclure (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Melvin Mcclure
b. ~1875
Source father
● Household
· direct · ~0.92
Mother
Jessie Mcclure
b. ~1876
Source mother
● Household
· direct · ~0.92
Father
George Mcclure
b. ~1877
Source father
● Household
· direct · ~0.92
Mother
Ollie Mcclure
b. ~1877
Source mother
● Household
· direct · ~0.92
Father
Samuel Mcclure
b. ~1878
Source father
● Household
· direct · ~0.92
This person
Anchor record
Mary Mcclure
Daughter · 1910 · age 3 · b. ~1907 · North Carolina
★ You are viewing this record
Sibling
Bessie Mcclure
Sibling · 1910 · age 7
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Robert Mcclure
Sibling · 1910 · age 9
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Jessie Mcclure
Sibling · 1910 · age 7
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Oma Mcclure
Sibling · 1910 · 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
1910 US Federal Census — Clay, North Carolina
Open full size
1910 US Federal Census — Clay, North Carolina
Page Contents
50 people indexed on this census page (ia:1910:13thcensus1910po1099unit:1207)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Georgia A. 79 | 14 | Daughter | — | North Carolina |
| 2 | Kate P. 79 | 10 | Daughter | — | North Carolina |
| 3 | Sue C. 79 | 8 | Daughter | — | North Carolina |
| 4 | Mary L. 79 | 3 | Daughter | — | North Carolina |
| 5 | Samuel D. Mcclure | 32 | Head | General Farm | North Carolina |
| 6 | Ollie Mcclure | 33 | Wife | — | North Carolina |
| 7 | Oma L. Mcclure | 11 | Daughter | — | North Carolina |
| 8 | Robert E. L. Mcclure | 9 | Son | — | North Carolina |
| 9 | Jessie R. Mcclure | 7 | Daughter | — | North Carolina |
| 10 | Bessie W. Mcclure | 7 | Daughter | — | North Carolina |
| 11 | Mary L. Mcclure THIS PERSON | 3 | Daughter | — | North Carolina |
| 12 | Robert Murphy | 44 | Head | Farmer | Georgia |
| 13 | Charlotte L. Murphy | 33 | Wife | — | South Carolina |
| 14 | Maggie A. Murphy | 17 | Daughter | — | Georgia |
| 15 | Nellie L. Murphy | 14 | Daughter | — | North Carolina |
| 16 | Felix J. Murphy | 13 | Son | Farm Laborer | North Carolina |
| 17 | Hardon J. Murphy | 10 | Son | Farm Laborer | North Carolina |
| 18 | Vernie G. Murphy | 8 | Son | — | North Carolina |
| 19 | Ansil A. Murphy | 5 | Son | — | North Carolina |
| 20 | Robbie M. Murphy | 3 | Daughter | — | North Carolina |
| 21 | Chas. L. Murphy | 0 | Daughter | — | North Carolina |
| 22 | William A. Swanson | 33 | Head | Farmer | North Carolina |
| 23 | Lizzie C. Swanson | 28 | Wife | — | North Carolina |
| 24 | Frank A. Swanson | 9 | Son | — | Georgia |
| 25 | Roy C. Swanson | 6 | Son | — | North Carolina |
| 26 | Effie L. Swanson | 4 | Daughter | — | North Carolina |
| 27 | Annie R. Swanson | 1 | Daughter | — | North Carolina |
| 28 | Camlus A. Martin | 79 | Head | — | North Carolina |
| 29 | Cora H. Martin | 39 | Daughter | — | Tennessee |
| 30 | Annie H. Carver | 42 | Daughter | — | Tennessee |
| 31 | James P. Coleman | 32 | Head | Merchant | North Carolina |
| 32 | Jessie M. Coleman | 32 | Wife | — | North Carolina |
| 33 | Gladys Coleman | 6 | Daughter | — | North Carolina |
| 34 | Walter Coleman | 2 | Son | — | North Carolina |
| 35 | Mary J. Gable | 69 | Aunt | — | Tennessee |
| 36 | James J. Vaughn | 22 | Boarder | Optician | Georgia |
| 37 | John O. Coleman | 37 | Head | Farmer | North Carolina |
| 38 | Mary B. Coleman | 35 | Wife | — | North Carolina |
| 39 | Mala B. Coleman | 13 | Daughter | — | North Carolina |
| 40 | Robert L. Coleman | 12 | Son | Farm Laborer | North Carolina |
| 41 | Francis J. Coleman | 10 | Daughter | — | North Carolina |
| 42 | Pinkie M. Coleman | 7 | Daughter | — | North Carolina |
| 43 | George F. Coleman | 5 | Son | — | North Carolina |
| 44 | Pearl C. Coleman | 3 | Daughter | — | North Carolina |
| 45 | George A. Coleman | 65 | Head | Farmer | Tennessee |
| 46 | Matilda F. Coleman | 65 | Wife | — | North Carolina |
| 47 | Belle J. Coleman | 29 | Daughter | — | North Carolina |
| 48 | Henry M. Coleman | 18 | Grandson | Farm Laborer | North Carolina |
| 49 | George W. Herbert | 48 | Head | Farmer | North Carolina |
| 50 | Lula Herbert | 38 | Wife | — | Georgia |
Pedigree Summary
Mary + 4 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 1910 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)