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. 2023 Apr 30:1–25. Online ahead of print. doi: 10.1007/s41701-023-00143-0

Table 2.

Processing times of the most computing-intensive operations

Task description Sample Time taken
0.1% Sample extraction Full corpus 00:58
0.5% Sample extraction Full corpus 01:03
1% Sample extraction Full corpus 01:05
Keyword extraction 0.1% 05:57a
Keyword extraction 1% 48:32a

All tasks were run on an Intel Core i7 -7400 3.0 GHz CPU (4 cores) on Ubuntu Linux 20.04 Server 64-bit. We have only included those tasks that took a significant amount of time. All times are given in hh:mm format.

aDuring the keyword extraction process, we also filtered candidate keywords and extracted other relevant text items (entities, mentions, hashtags, and emojis), thus adding considerable processing time.