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. 2022 Jul 21;17(7):e0271714. doi: 10.1371/journal.pone.0271714

Table 4. Correlation of age with features used for modeling.

Dimension Type Corr. Coefficient
Recharge Value Atomic 0.06
Min Recharge Value Derived 0.13
Calls made during P2 Derived 0.06
Percentage of days social network over-the-top applications used during P2 Derived -0.29
Percentage of social network sessions used during P1 Derived -0.07
Percent of received calls duration during P2 Derived 0.19
Percent of received calls duration during P4 Derived -0.16
Percent of days where over-the-top calls were placed during P2 and P3 Derived 0.18
Percent of Internet megabytes used during the weekdays Derived 0.11
Percentage of social network sessions used on weekends and holidays Derived -0.26
Whatsapp traffic (in MB) generated on weekends and holidays Derived -0.15