In the 1900 US Census for District 95, Centerville, Henry County, Alabama the family of Loyd Barnum was enumerated as follows:
Dwelling #156; Family # 159
Barnum, Loyd; Head; Black; Male; b. Aug 1850; 49; Married 7 years; b. Georgia; Both parents b. Georgia; Farmer; Can read, write and speak English; Rents farm home; Farm schedule 127
Barnum, Luvenia; Wife; Black; Female; b. May 1873; 27; Married 7 years; Mother of 11 children; 5 children living; b. Alabama; Both parents b. North Carolina; Cannot read or write; Can speak English
Barnum, Anna; Daughter; Black; Female; b. May 1889; 11; Single; b. Alabama; Father b. Georgia; Mother b. Alabama; Cannot read or write; Can speak English
Barnum, Lugene; Son; Black; Male; b. March 1893; 7; Single; b. Alabama; Father b. Georgia; Mother b. Alabama; Cannot read or write; Can speak English
Barnum, John; Son; Black; Male; b. Nov 1895; 4; Single; b. Alabama; Father b. Georgia; Mother b. Alabama; Cannot read or write; Can speak English
Barnum, Luvenia; Daughter; Black; Female; b. Jun 1897; 3; Single; b. Alabama; Father b. Georgia; Mother b. Alabama; Can speak English
In the 1920 US Census for District 67, Militia District 777, Randolph County, Georgia, taken on January 17th & 19th, the family of Loyd Barnum was enumerated as follows:
Farm on the right-hand side of the Brooksville-Benevolence Road
Dwelling #125; Family #129
Barnum, Loyd; Rents farm home; Male; Mulatto; 65; Married; Able to read; Not able to write; Born in Georgia; Both parents born in Georgia; Able to speak English; Farmer; General farm; Works for own account; Farm schedule 125
Barnum, Loel V.; Wife; Female; Black; 49; Married; Not able to read or write; Born in Alabama; Both parents born in Alabama; Able to speak English; No trade or occupation
Barnum, Lugene; Son; Male; Black; 28; Married; Not able to read or write; Born in Georgia; Father born in Georgia; Mother born in Alabama; Able to speak English; No trade or occupation
Barnum, Cleveland; Son; Male; Black; 15; Single; Attended school within the census year; Born in Georgia; Father born in Georgia; Mother born in Alabama; Able to speak English; No trade or occupation
Barnum, Lonnie; Son; Male; Black; 8; Single; Attended school within the census year; Born in Georgia; Father born in Georgia; Mother born in Alabama; Able to speak English; No trade or occupation
Barnum, Lillie M.; Daughter; Female; Black; 8; Single; Attended school within the census year; Born in Georgia; Father born in Georgia; Mother born in Alabama; Able to speak English; No trade or occupation
Barnum, James; Son; Male; Black; 4-10/12; Single; Born in Georgia; Father born in Georgia; Mother born in Alabama; Able to speak English; No trade or occupation
[Note: In the same census were enumerated the families of 1) Sam Barnum and wife Katie with children Tony, Mary L., Princella, Fallila, Essie M., Joseph, Easter, Annie M., Loyd Jr. and Susie M.; 2) Columbus Barnum and wife Leila; and 3) Lou Barnum with children Homer and Mary G.]
In the 1930 US Census for District 16, Benevolence, Randolph County, Georgia, taken on April 18, the family of Loyd Barnum was enumerated as follows:
Benevolence-Troutman Road
Dwelling #14; Family #16
Barnum, Loyd; Head; Rents farm home; Male; Negro; 73; Married; First married at 25; Able to read and write; Born in Georgia; Both parents born in Georgia; Able to speak English; Farmer; General farm; Wage or salary worker; At work previous day; Non-veteran; Farm schedule 17
Barnum, Veenie; Wife; Female; Negro; 65; Married; First married at 17; Able to read and write; Born in Georgia; Both parents born in Georgia; Able to speak English; No trade or occupation
Barnum, James; Son; Male; Negro; 15; Single; Able to read and write; Born in Georgia; Both parents born in Georgia; Able to speak English; Farm laborer; Farm; Non-paid family member; At work previous day
Barnum, Bessie M.; Granddaughter; Female; Negro; 3-2/12; Single; Born in Georgia; Both parents born in Georgia; No trade or occupation
[Note: In the same census were enumerated the families of: 1) Lonnie Barnum and wife Rena M.; 2) Lum Barnum and wife Irene with son Willie; and 3) Eugene Barnum and wife Maggie with daughter Rozanna.]