Research Article

Nowcasting Mobile Games Ranking Using Web Search Query Data

Table 1

Granger causality test result for the top 20 games in App Annie (). Games in which the Google Trends search index does not provide statistically significant information about the future values of the ranking are marked with .

#Game name# of examined points value

1Candy Crush Saga1114.629510.03355
2Clash of Clans1109.912200.00211
3My Talking Angela503.570570.04476
48 Ball Pool7713.203220.00050
5Piano Tiles851.058440.85428
6Subway Surfers12110.022770.01328
7Color Switch651.610140.24453
8Temple Run9619.905380.00213
9Traffic Rider9417.690720.00297
10Pou8312.904260.00166
11Basketball Stars491.224560.30063
12Clash Royale11310.236440.00285
13Stack973.947160.08219
14slither.io646.650710.00670
15Disney Crossy Road894.802560.02357
16My Talking Tom742.790330.04819
17Hungry Shark World10261.190540.00025
18Dream League Soccer 2016894.64344 0.014555
19Candy Crush Jelly Saga75147.517 0.000085
20Geometry Dash Meltdown9513.162450.000299