| Variable | Extraction: Principal components | ||
| (Marked loadings are >.700000) | |||
| Factor 1 | Factor 2 | Factor 3 | |
| Invalid ballots | -0.801 | 0.210 | 0.027 |
| CPRF | -0.686 | 0.402 | 0.158 |
| REP The Greens | -0.629 | -0.091 | 0.206 |
| LDPR | -0.713 | 0.170 | -0.251 |
| New People | -0.855 | 0.167 | 0.162 |
| United Russia | 0.960 | -0.152 | 0.040 |
| A Just Russia — For Truth | -0.571 | -0.054 | -0.325 |
| Yabloko | -0.476 | -0.756 | -0.027 |
| Party of Growth | -0.300 | -0.815 | 0.034 |
| Russian Party of Freedom and Justice | -0.617 | -0.318 | 0.100 |
| Communists of Russia | -0.784 | 0.272 | 0.025 |
| Civic Platform | 0.019 | -0.042 | 0.870 |
| Green Alternative | -0.810 | -0.351 | 0.060 |
| Rodina | -0.063 | -0.147 | -0.377 |
| Russian Party of Pensioners for Social Justice | -0.887 | 0.128 | -0.094 |
| Expl.Var | 6.757 | 1.871 | 1.189 |
| Prp.Totl | 45.04% | 12.47% | 7.92% |