| 1930 | Archie G Sparks | Head | 38 | Own | White | Married | Pennsylvania | real estate | broker | |
| Elenor M Sparks | Wife | 36 | | White | Married | Pennsylvania | | | |
| Archie Gilchrist Sparks, Jr. | Son | 11 | | White | Single | Pennsylvania | | | |
| Dorothy Graham Sparks | Daughter | 8 | | White | Single | Pennsylvania | | | |
| Margaret Sparks | Daughter | 3 | | White | Single | Pennsylvania | | | |
| 1940 | Archie G Sparks | Head | 47 | Own | White | Married | Pennsylvania | Real estate | Broker | |
| Elenor M Sparks | Wife | 45 | | White | Married | Pennsylvania | | | |
| Dorothy Graham Sparks | Daughter | 19 | | White | Single | Pennsylvania | | | |
| Archie Gilchrist Sparks, Jr. | Son | 22 | | White | Single | Pennsylvania | | | |
| Margaret Sparks | Daughter | 13 | | White | Single | Pennsylvania | | | |
| Gladys Sparks | Daughter | 11 | | White | Single | Pennsylvania | | | |
| 1950 | Archie G Sparks | Head | 58 | | White | Married | Pennsylvania | Real Estate | Salesman | |
| Elenor M Sparks | Wife | 55 | | White | Married | Pennsylvania | | | |
| Margaret Sparks | Daughter | 23 | | White | Never | Pennsylvania | Bank | Bookkeeper | |