Wireless Communications and Mobile Computing

Research Article

Real-Time Twitter Trend Analysis Using Big Data Analytics and Machine Learning Techniques

Table 3

Comparison of execution time (in seconds) with and without using SPARK for hashtag counting technique.
Number of tweets processedTotal execution time using SPARKTotal execution time without using SPARK
45751.4981253128.36422133
1075101.553057766.67746949
1509151.5708518432.3796902
1955201.9629259651.3878441
2316231.7777178806.4659975
2615271.9080777817.5746803
4814302.5365871656.805031