Table 2.
Maximum percent missing to retain target correlation with true score
| Network | Target Correlation | In-Degree | Out-Degree | Total Degree | Bonacich Power | Closeness | Betweenness |
|---|---|---|---|---|---|---|---|
| Interlock | 0.90 | -- | -- | 23 | 20 | 8 | 12 |
| 0.80 | -- | -- | 40 | 36 | 19 | 25 | |
| Prison | 0.90 | 27 | 17 | 19 | 15 | 10 | 21 |
| 0.80 | 45 | 31 | 35 | 29 | 21 | 24 | |
| Sorority | 0.90 | 20 | 23 | 18 | 13 | 16 | 5 |
| 0.80 | 37 | 40 | 34 | 26 | 31 | 13 | |
| 6th Graders | 0.90 | 43 | 38 | 38 | 29 | 46 | 22 |
| 0.80 | 64 | 58 | 58 | 48 | 60 | 38 | |
| Coauthor | 0.90 | -- | -- | 58 | 54 | 3 | 24 |
| 0.80 | -- | -- | * | * | 12 | 47 | |
| Prosper | 0.90 | 31 | 26 | 25 | 22 | 18 | 10 |
| 0.80 | 51 | 45 | 43 | 39 | 33 | 21 | |
| Co-Citation | 0.90 | -- | -- | * | * | 12 | 33 |
| 0.80 | -- | -- | * | * | 36 | 60 | |
| Elites | 0.90 | * | 23 | * | 45 | 15 | 25 |
| 0.80 | * | 40 | * | 67 | 30 | 45 | |
| HS 13 | 0.90 | 43 | 25 | 34 | 30 | 21 | 17 |
| 0.80 | 64 | 44 | 54 | 49 | 36 | 30 | |
| BioTech | 0.90 | -- | -- | 58 | 47 | 0 | 44 |
| 0.80 | -- | -- | * | 70 | 8 | 62 | |
| HS 24 | 0.90 | 39 | 27 | 32 | 30 | 25 | 17 |
| 0.80 | 60 | 46 | 52 | 48 | 39 | 31 | |
| CSprings | 0.90 | -- | -- | * | 47 | 0 | 38 |
| 0.80 | -- | -- | * | * | 7 | 62 | |
| Mean (Std Dev) | 0.90 | 39 (16.1) | 25.6 (6.4) | 42.9 (20.9) | 35.2 (17.4) | 14.5 (12.7) | 22.3 (11.5) |
| 0.80 | 55.9 (11.9) | 43.4 (8.2) | 55.5 (14.6) | 51.8 (17.0) | 27.7 (15.2) | 38.2 (16.9) |
*
Cases where percent missing is above 70, our observed maximum. In these cases, 70 is used to calculate overall means. The maximum percent missing was calculated based on a quadratic fit to the data.