Research Article

Exploring the Citywide Human Mobility Patterns of Taxi Trips through a Topic-Modeling Analysis

Table 4

Examples of the discovered interesting mobility patterns.

WordsWords

Topic 9Topic 18

8 + (0, 10] + (30, 45]0.1076414 + (0, 10] + (0, 15]0.08191
7 + (0, 10] + (30, 45]0.0783312 + (0, 10] + (15, 30]0.07604
8 + (0, 10] + (15, 30]0.0701713 + (0, 10] + (15, 30]0.04734
17 + (0, 10] + (15, 30]0.0482717 + (0, 10] + (0, 15]0.04361
9 + (0, 10] + (30, 45]0.0440614 + (0, 10] + (15, 30]0.04282

Topic 28Topic 43

11 + (0, 10] + (0, 15]0.2659318 + (10, 20] + (135, 150]0.01717
11 + (0, 10] + (15, 30]0.1658119 + (20, 30] + (15, 30]0.01163
10 + (0, 10] + (15, 30]0.0664915 + (10, 20] + (90, 105]0.01163
16 + (0, 10] + (0, 15]0.042201 + (10, 20] + (90, 105]0.00609
10 + (0, 10] + (0, 15]0.0381710 + (0, 10] + (45, 60]0.00609

Topic 27Topic 30

6 + (0, 10] + (75, 90]0.012174 + (20, 30] + (75, 90]0.02014
6 + (10, 20] + (135, 150]0.012173 + (10, 20] + (120, 135]0.01523
0 + (0, 10] + (120, 135]0.0063718 + (30, 40] + (30, 45]0.01523
0 + (0, 10] + (135, 150]0.006377 + (0, 10] + (120, 135]0.01523
0 + (10, 20] + (105, 120]0.006378 + (0, 10] + (150, 165]0.01523