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Fig 1.

Research roadmap.

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Table 1.

Communities in different groups and number of samples.

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Fig 2.

Mental health group common bigram words (Top 50) before and after pandemic.

(a) Mental Health Group Common Bigram Words: After Pandemic. (b) Mental Health Group Common Bigram Words: Before Pandemic.

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Fig 3.

Control group common bigram words (Top 50) before and after pandemic.

(a) Control Group Common Bigram Words: After Pandemic. (b) Mental Health Group Common Bigram Words: Before Pandemic.

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Table 2.

Clustering results.

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Table 3.

Rate results.

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Fig 4.

Correlation matrix of all variables.

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Table 4.

Control group and mental group relationship words count and proportion.

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Table 5.

Positive reply to rates of different periods.

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Fig 5.

Supportive rate distribution by group before and after pandemic.

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Fig 6.

Supportive rate time trend by days.

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