dissemination of awareness evolution “what is really going on?” pilkada 2015 on twitter: the...
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Disseminationof Awareness Evolution
“What is really going on?”Pilkada 2015 on Twitter:
The Early Study
Jaka Arya Pradana, M. Adib Imtiyazi, Andry Alamsyah, Anton Herutomo
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Background
• Mass Media vs Social Media• What generates a conversation?• How the issue disseminate?• How to measure the dissemination?
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Why Twitter
• Indonesia is one of the biggest community• Open• Exactly measurable• The relation is shown (follow, reply, mention, RT)
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Data In Brief
• Keyword• Hourly• Daily (Day & Night)
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Keyword
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How to measure?
• Connected Component• Community• Modularity• Network Diameter
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Dissemination & Awareness
• Before recess period• Middle of recess period• End of recess period• Election Day
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Before Recess Periodmodularity 0,91communities 889density 0network diameter: 15radius: 0connected component: 829
weakly connected component: 829
strong connected component: 8192
Rank Percentage Number
1 18,21
2 9,42
3 4,24
.. 3 2
.. 2 3
.. 1 9
.. 0 The rest
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Before Recess Period – Community 1
the_geotimesalfanalfian
CoraleeMatthewsAnnelieseMedfo1
DungMillett
modularity: 0,001communities: 2density: 0,001network diameter: 1radius: 0connected component 1weakly connected component: 1strong connected component: 1542
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Before Recess Period – Community 2
modularity: 0,571communities: 16density: 0,003network diameter: 12radius: 0connected component 1weakly connected component: 1strong connected component: 760
AndiArief_AA
mohmahfudmd
ypaonganan
Yusrilihza_Mhd
davidridwanbetz
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Middle of Recess Periodmodularity 0,893communities 1528density 0network diameter: 20radius: 0connected component: 1442
weakly connected component: 1442
strong connected component: 14587
Rank Percentage Number1 10,59 2 10,02 .. 4 2.. 3 2.. 2 3.. 1 9.. 0 The rest
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Middle of Recess Period – Community 1
modularity: 0,552communities: 25density: 0,001network diameter: 15radius: 0connected component 1weakly connected component: 1strong connected component: 1499
mohmahfudmd
AndiArief_AA
ypaonganan
Yusrilihza_Mhd
davidridwanbetz
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Middle of Recess Period – Community 2
the_geotimesGrasia_Lingga
BanyuPaminggirCoraleeMatthewsAnnelieseMedfo1
modularity: 0communities: 1density: 0,001network diameter: 1radius: 0connected component 1weakly connected component: 1strong connected component: 1541
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End of Recess Period
modularity 0,873communities 2947density 0network diameter: 22radius: 0connected component: 2807weakly connected component: 2807strong connected component: 31021
Rank Percentage Number1 7,32 2 6,64 3 4,71 .. 3 4.. 2 3.. 1 8.. 0 The rest
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End of Recess Period – Community 1
mohmahfudmdAndiArief_AA
Yusrilihza_Mhdmaspiyunganypaonganan
modularity: 0,564communities: 25density: 0,001network diameter: 13radius: 0connected component 1weakly connected component: 1strong connected component: 2126
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End of Recess Period – Community 2
Detikcomkompascom
liputan6dotcomVIVAcoid
SCTV_
modularity: 0,729communities: 30density: 0,001network diameter: 5radius: 0connected component 1weakly connected component: 1strong connected component: 2164
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End of Recess Period – Community 3
the_geotimesbangkapos
FMBaJarommyadams
JustDeyzRadja_Nusantara
modularity: 0,014communities: 2density: 0,001network diameter: 2radius: 0connected component 1weakly connected component: 1strong connected component: 1550
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Election Daymodularity 0,841communities 3868density 0network diameter: 19radius: 0connected component: 3732weakly connected component: 3732strong connected component: 46590
Rank Percentage Number1 7,63 2 6,38 3 6,26 4 4,05 .. 3 2.. > 2 7.. > 1 9 0 3846
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Election Day – Community 1
detikcomkompascom
liputan6dotcomSCTV_
republikaonlineokezonenews
modularity: 0,763communities: 46density: 0,001network diameter: 14radius: 7weakly connected component: 1strong connected component: 3773
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Election Day – Community 2
mohmahfudmdAndiArief_AA
Yusrilihza_Mhdmaspiyunganypaonganan
modularity: 0,562communities: 30density: 0,001network diameter: 12radius: 6connected component 1weakly connected component: 1strong connected component: 2758
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Election Day – Community 3
DPR_RI ChangeOrg_ID
kurawadimsdalle
DiskusiPositif
modularity: 0,793communities: 28density: 0,001network diameter: 15radius: 0connected component 1weakly connected component: 1strong connected component: 2895
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Awareness Evolution
9 des jam 9 8 des jam 6 6 des jam 6 4 des jam 4modularity 0,841 0,873 0,893 0,91communities 3868 2947 1528 889connected component: 3732 2807 1442 829network diameter: 19 22 20 15
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Community Evolution
Modularity 4 6 8 9Mahfud MD, et al 0,571 0,552 0,564 0,562Media x x 0,729 0,763the_geotimes 0,001 0 0,014XDPR x x x 0,793
Community 4 6 8 9Mahfud MD 16 25 25 30Media x x 30 46the_geotimes 2 1 2xDPR x x x 15
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Conclusion
• Evolution on the way of communication is happen• Today we can measure the dissemination and
awareness in the exact way• Dissemination and awareness of some issue is
always changing