That Girl by Stevie Wonder first appeared on the Israeli foreign-music chart on 22 Feb 1982, entering at #27. It peaked at #19 on 8 Mar 1982. In total it spent 7 weeks on the chart, last charting on 5 Apr 1982.
| Wk | Date | Pos |
|---|---|---|
| 1 | 22 Feb 1982 | 27 |
| 2 | 1 Mar 1982 | 22 |
| 3 | 8 Mar 1982 | 19 |
| 4 | 15 Mar 1982 | 25 |
| 5 | 22 Mar 1982 | 34 |
| 6 | 29 Mar 1982 | 37 |
| 7 | 5 Apr 1982 | 40 |