Table 3. Twenty most differentiating word stems between Democrats and Republicans based on difference in proportions.
| Top GOP word | Count GOP | Count DEM | Top DEM word | Count GOP | Count DEM |
|---|---|---|---|---|---|
| obama | 11242 | 3514 | love | 16778 | 19732 |
| tcot | 4099 | 450 | lol | 6129 | 8258 |
| will | 23516 | 19335 | just | 26654 | 27678 |
| god | 7798 | 5346 | feel | 5386 | 7109 |
| obamacar | 3089 | 879 | fuck | 2183 | 3852 |
| america | 3763 | 1828 | like | 22187 | 22695 |
| liber | 2427 | 621 | realli | 7731 | 8876 |
| american | 4383 | 2732 | watch | 9620 | 10508 |
| great | 14825 | 12711 | n't | 47050 | 45895 |
| benghazi | 1845 | 449 | got | 7805 | 8578 |
| tax | 2985 | 1648 | happi | 7720 | 8462 |
| conserv | 1860 | 627 | shit | 1700 | 2734 |
| run | 5288 | 3940 | worldcup | 1086 | 2129 |
| state | 4583 | 3273 | amaz | 2533 | 3472 |
| countri | 3826 | 2558 | work | 11043 | 11505 |
| govern | 2576 | 1373 | women | 1840 | 2740 |
| obam | 1252 | 280 | day | 17335 | 17405 |
| vote | 6348 | 5148 | know | 14052 | 14242 |
| illeg | 1312 | 379 | much | 7297 | 7822 |
| lie | 3027 | 2009 | life | 6195 | 6743 |