DRONE EMPRIT ACADEMIC FREE SOCIAL MEDIA ANALYTICS FOR EDUCATION AND JOURNALISTICS

1. DRONE EMPRIT
ACADEMIC
FREE SOCIAL MEDIA ANALYTICS FOR
EDUCATION AND JOURNALISTICS
FORUM PROGRAM STUDI
UII, YOGYAKARTA
31 OKTOBER 2019
Ismail Fahmi, Ph.D.
Director PT. Media Kernels Indonesia
(a.k.a Drone Emprit)
Ismail.fahmi@gmail.com
Universitas Islam
Indonesia

2. 2
1992 – 1997 Undergraduate, Electrical Engineering, ITB, Indonesia
2003 – 2004 Master, Information Science, University of Groningen, NL
2004 – 2009 Doctor, Information Science, University of Groningen, NL
2009 – Now Engineer at Weborama (Paris/Amsterdam)
2014 – Now Founder PT. Media Kernels Indonesia, a Drone Emprit Company
2015 – Now Consultant at Perpustakaan Nasional, Inisiator Indonesia OneSearch
2017 – Now Lecturer at the IT Magister Program of the Universitas Islam Indonesia
Ismail Fahmi, S.T., M.A., Ph.D.
Ismail.fahmi@gmail.com

3. DRONE EMPRIT

4. COMMAND CENTER AT THE MINISTRY OF
COMMUNICATION AND IT
4

5. MATA NAJWA LIVE ‘HOAX VIRUSES’
5
confidential

6. PRESIDENTIAL ELECTION DEBATE 2019
6

7. INDONESIA LAWYERS CLUB: BUZZERS
7

8. ISLAMIC WORLDS

9. ENGLISH WORDS OF ARABIC ORIGIN
9

10. DATA, SYSTEM, AND TOOLS

11. DATA GROWTH: UNSTRUCTURED DATA
11

12. BIG DATA – BIG GROWTH
12

13. 13

14. 14

15. 15

16. 16

17. 17
MILLENIALSGEN Z

18. Why Twitter & Online News?
Cross-platform Resonance
18

19. BIG DATA SYSTEM

20. Media Kernels Big Data Architecture
20
News Crawler
Twitter Crawler
Twitter Streaming
FB Page Crawler
Data Pipeline
Data
SOLR Indexer 1 SOLR Indexer 2 SOLR Indexer 3 SOLR Indexer 4
Hadoop Framework
Physical Hardware
Insight
DataIngest
Management&Queue
RealtimeJob
Processing
Instagram Crawler
Database Framework
ScheduledJob
Processing
Map Reduce
Sentiment
Analysis
Other
Processings
Data&Workflow
Management
Access
Visualization
YouTube Crawler
Analytics UI

21. TWITTER DATA COLLECTION
21
History: 7 days
Start search
REALTIME
100% results

22. 22
Social Media
Twitter
Facebook
Search+JSON
Detik (ID)
Reuters (EN)
Etc..
RSS+HTML
Gatra (ID)
Bloomberg (EN)
Etc..
HTML
Kaskus
Detik Forum
Etc..
HTML
Online News
Forums
Twitter StreamJSON
Kompas
TEXT
Warta Ekonomi
Etc..
Print
PUSHJSON
Subscriber
Projects
Storage
Search + Account
Crawler
RSS + HTML
Crawler
HTML Crawler
HTML Crawler
SOLR Nodes
Shard 1
SOLR Nodes
Shard N
Index Servers
Redis Queue
Cache Manager
Mentions
Storage
Keywords +
Accounts Filters
deletes
Sentiment
Analysis
Sentiment
Models
Backtrack
Filters
Sentiment
Analysis
Analyses
Control Room
Screens
Smart phones,
tablets
Desktops
Client(s)
Converter
System Architecture
Instagram

23. Media Kernels Features
23
Trends
DASHBOARD
Comparison
Topic Map
NEWS PORTAL
Latest News
Media
ANALYTICS
News Sites
Page Ranks
Sentiment Analysis
PF-Chart
Engagement
Exposure
Retweets
TOPICS
Replies
Most Shared URLs
Most Shared Videos
Topic Map
Word Cloud
Impact
INFLUENCERS
Engagement
Reach
Most Engaged
Followers
Influencer Network
SNA
Topic Network
PR-Values
Reach
Hashtags Posts
Bubble Map
Twitter User Map
DEMOGRAPHY
User Locations
Edit Sentiments
MENTIONS
Training & Learning
Backtracking
Compare SNA
COMPARE
Compare Projects
Popularity vs
Favorability
Background Jobs
Upload Report
REPORTING
Download Report
User Management
ADMIN
Project Management
Client Management
Source Management
Label and Training
OPINION ANALYSIS
Opinion Chart
Insight Explorer

24. SOCIAL NETWORK ANALYSIS
24
Betweenness Centrality:
a measure of centrality.
Highest betweenness centrality
(8 connections)
Lowest betweenness centrality
(4 connections)

25. RETWEET RELATIONSHIP
25

26. LINK FUNCTIONS: RETWEET (AGREEMENT) /
MENTION-REPLY (DISCUSSION)
26

27. DRONE EMPRIT ACADEMIC

28. DRONE EMPRIT ACADEMIC
FREE SOCIAL MEDIA (TWITTER) DATA ANALYTICS
28
230 partisipan
(per 31 oktober 2019)

29. JOIN DRONE EMPRIT ACADEMIC
https://dea.uii.ac.id
29

30. TOPICS BASED ON SDGs
(Sustainable Development Goals)
30

31. DRONE EMPRIT ACADEMIC DASHBOARD
31

32. HOW IT WORKS
32
STEPS:
• Registration
• Propose keywords
• Analysis and publication
Dashboard
Access
REQUIREMENTS:
• Publish their analysis for public
using any medium.
USERS
• Students
• Researchers
• Lecturers
• Journalists
• Blogger
• Hoax buster
Admin

33. CONTOH TULISAN/PUBLIKASI
33

34. CONTOH TULISAN DI KUMPARAN
34

35. INSIGHT DEA:
PERGURUAN TINGGI ISLAM SWASTA

36. TREN PERCAKAPAN PTIS
Keyword: universitas, perguruan tinggi
Filter: islam, muhammadiyah
36
UAS ditolak UGM

37. SENTIMEN ANALYSIS
37

38. SOCIAL NETWORK ANALYSIS ‘PTIS’
38

39. TOP CUITAN
39

40. TOP HASHTAGS
40

41. WORD CLOUD
41

42. TOP INFLUENCERS
42

43. AKUN PALING AKTIF MENCUIT
43

44. SEBARAN PERCAKAPAN
44

45. KOTA PALING AKTIF
45

46. BOT SCORE: 1.86 (NATURAL)
46

47. ISU RADIKALISME, EKONOMI, DAN
PENDIDIKAN

48. TREN 4 ISU PENTING: RADIKALISME, EKONOMI,
PENDIDIKAN, DAN PARIWISATA

49. POPULARITAS RADIKALISME, EKONOMI,
PENDIDIKAN, DAN PARIWISATA

50. MEDIA ONLINE ‘EKONOMI’ (58%)
MEDIA SOSIAL ‘RADIKALISME’ (51%)

51. SNA RADIKALISME, EKONOMI, PENDIDIKAN
PENDIDIKAN
EKONOMI
PRO PEMERINTAH
RADIKALISME &
EKONOMI
RADIKALISME, PENDIDIKAN
& EKONOMI
PRO OPOSISI
NON PARTISAN
NON PARTISAN
MALAYSIA

52. SNA RADIKALISME
52
PRO PEMERINTAHPRO OPOSISI

53. TOP 5 INFLUENCERS ‘RADIKALISME’

54. TOP INFLUENCERS “RADIKALISME”

55. HASHTAGS ‘RADIKALISME’
55

56. HASHTAGS ‘PENDIDIKAN’
56

57. TOPIK PERGURUAN TINGGI
INDONESIA VS AMERIKA (JULI-OKT 2019)

58. @UIIYogyakarta
58

59. @itbofficial
59

60. @UGMYogyakarta
60

61. PTIS
61

62. @MIT

63. @HARVARD
63

64. @STANFORD
64

65. PENUTUP

66. TAKE HOME MESSAGES
• Sekarang dan masa depan, data dan informasi menjadi
kekuatan dan keunggulan utama setiap institusi.
• Drone Emprit adalah teknologi buatan anak bangsa, yang
aslinya bersifat komersial, dibangun oleh PT Media Kernels
Indonesia.
• Drone Emprit Akademic (DEA) adalah kerjasama antara Media
Kernels (penyedia teknologi dan support) dengan Universitas
Islam Indonesia (penyedia infrastruktur dan kerjasama
organisasi).
• DEA dapat dimanfaat oleh akademisi untuk mendapatkan data
dan analisis statistik (sains data) bersumber dari Twitter secara
gratis, yang dibayar melalui tulisan untuk publik.
• Topik yang bisa dianalisis tidak terbatas.
66

67. BOOKS “READING INDONESIA”
67

68. TERIMAKASIH
Ismail Fahmi, PhD.
Ismail.fahmi@gmail.com
081289083894