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

Table 4

Response time (in seconds) without using SPARK.

Number of tweets in the dataset	Response time in hashtag counting	Response time in noun counting	Response time in Jaccard similarity
10	1.222835064	2.911193	2.761557
30	2.047077417	3.765497	3.606873
50	4.008028526	5.937976	5.719659
100	6.942538977	8.9464	8.678112
500	33.71384072	36.51038	35.83625
1000	66.13316321	70.19669	68.6782
1200	82.5823097	86.82858	85.56904