dissemination of awareness evolution “what is really going on?” pilkada 2015 on twitter: the...

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

Background

• Mass Media vs Social Media• What generates a conversation?• How the issue disseminate?• How to measure the dissemination?

Why Twitter

• Indonesia is one of the biggest community• Open• Exactly measurable• The relation is shown (follow, reply, mention, RT)

Data In Brief

• Keyword• Hourly• Daily (Day & Night)

Keyword

How to measure?

• Connected Component• Community• Modularity• Network Diameter

Dissemination & Awareness

• Before recess period• Middle of recess period• End of recess period• Election Day

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

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

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

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

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

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

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

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

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

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

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

Election Day – Community 1

detikcomkompascom

liputan6dotcomSCTV_

republikaonlineokezonenews

modularity: 0,763communities: 46density: 0,001network diameter: 14radius: 7weakly connected component: 1strong connected component: 3773

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

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

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

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

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