Dataset Check

First of all, we obtain the results from three datasets. and then generate plots of LZ entropy, predictability, Shannon entropy and the corresponding predictability.

Focus on LZ entropy and datasets only

Entropy histgram (Shanno vs LZ)

Predictability histgram (Shanno vs LZ)

Cross-entropy

This section is used to present all plots related to pairwise cross-entropy.

CE for co-locationship

CE for social relationship

Combine CE for co-locationship and social relationship

Cross-predictability on useful alters only

Relative Cross-predictability on useful alters only

Combine CCP and Retive CCP together

Focus on useful both CE and PI over three datasets

Cumulative Cros-entropy

This section is used to generate all plots for CCP, CCE.

RCCP Co-locationship vs Social relationship

RCCP different Co-locationships

Similarity

This section is used to generate all plots for similarity comparison.

Similarity (Co-locationship vs social relationship)

Similarity (Different Co-locationships)

Distinct Location ratio

This section is used to generate all plotf about ODLR and CODLR.

ODLR and COLDR (Co-locationship vs Social relationship)

ODLR and COLDR (Different Co-locationship)

RCCP under Cross-validation

This section is used to generate plots for Relative cumulative cross-predictability by including randomly-selected alters in qualifiedCB-1H-CN and social relationship network.

Regression Analysis

This section is used to generate plots regression analysis.

Weeplaces, Rank 10 only

Weeplaces, Rank 1–10, social relationship

Weeplaces, Rank 1–10, co-locationship