Functional and Social Team Dynamics in Industrial Settings

Figure 12

Principal component analysis (PCA) of enterprises based on functional and social communication monthly network features including the corresponding efficacy score. Dots represent individual companies at particular months. Their location in the scatter plots shows the dot product of the company’s feature vector and the corresponding component (PC-1 in the x-axis and PC-2 in the y-axis). Panels are colored by different features (see titles). Features have been normalized by subtracting the average and dividing by the standard deviation (scale on figure). The number of functional and social communications is in the logarithmic scale. Regions (A), (B), and (C) indicate the location of big, effective, and ineffective companies, respectively. More features are presented in Supplementary Materials (see Section S4). (a) Functional users. (b) Functional communications. (c) Functional clustering. (d) Functional density. (e) Social users. (f) Social communications. (g) Social clustering. (h) Social density. (i) Score.

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