Online Supplementary Materials for

The Effect of Individual Opinions on the Life Cycle of Social Media

S1: Supplementary Table

The simulation procedures, inputs, and pseudocodes are provided in Table S1.

Table S1 Procedures, inputs, and pseudocodesin the simulation

Procedure/Function / Pseudocode
/ for(in)
if(not in)
return
/ Addto
/ new Story


Addto

/ return
/ for(in)
removefrom
/ if()



/ if()



//…
//same goes for other opinion groups

S2: Supplementary Figures


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S1 Average weekly post rate in each quadrant simulated for a symmetric community over 1,000 days


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S2 Average weekly online rates in each quadrant simulated for a symmetric community over 1,000 days

Fig. S3 Total weekly comments simulated for a symmetric community over 1,000 days


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S4 Average weekly comments in each quadrant simulated for a symmetric community over 1,000 days


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S5 Average weekly comment rates in each quadrant simulated for a symmetric community over 1,000 days


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S6 Average post rates in each quadrant simulated for neutral/extreme communities over 1,000 days

Red lines for more neutral communities and blue lines for more extreme communities


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S7 Average online rates in each quadrant simulated for neutral/extreme communities over 1,000 days

Red lines for more neutral communities and blue lines for more extreme communities


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S8 Average post rates in each quadrant simulated for communities generating less/more attractive content over 1,000 days

Red lines for communities generating less attractive content and blue lines for communities generating more attractive content


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S9 Average online rates in each quadrant simulated for communities generating more/less attractive contentover 1,000 days

Red lines for communities generating lessattractive content and blue lines for communities generating more attractive content


(a) Users-I: Supporter of the Iranian government and fan of yellow stories /
(b) Users-II: Supporter of the Iranian government and fan of green stories

(c) Users-III: Oppositions of the Iranian government and fan of yellow stories /
(d) Users-IV: Oppositions of the Iranian government and fan of green stories

Fig. S10 Average comment rates in each quadrant simulated for communities generating less/more attractive content over 1,000 days; Red lines for communities generating less attractive content and blue lines for communities generating more attractive content

1