#bmbf OR "buy muslim bumiputera first" OR "buy muslim first", Twitter, 9/28/2019 12:08:57 PM, 211222


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#bmbf OR "buy muslim bumiputera first" OR "buy muslim first" Twitter NodeXL SNA Map and Report for S
#bmbf OR "buy muslim bumiputera first" OR "buy muslim first" Twitter NodeXL SNA Map and Report for S
From:
SMRFoundation
Uploaded on:
September 28, 2019
Short Description:
#bmbf OR "buy muslim bumiputera first" OR "buy muslim first" via NodeXL http://bit.ly/2lX1AI8
@haziqmahmur9
@harithiskander
@alongdesa
@ajaqbrobro
@tsgxy_
@xanxus295
@bmbf_bund
@iskandarsamad
@melayujati3
@rozali53

Top hashtags:
#bmbf
#bmf
#newsletter
#buymuslimfirst

Description:
Description
The graph represents a network of 804 Twitter users whose recent tweets contained "#bmbf OR "buy muslim bumiputera first" OR "buy muslim first"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Saturday, 28 September 2019 at 11:43 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 39-minute period from Thursday, 19 September 2019 at 06:56 UTC to Saturday, 28 September 2019 at 11:36 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 804
Unique Edges : 995
Edges With Duplicates : 135
Total Edges : 1130
Number of Edge Types : 4
Mentions : 361
Tweet : 232
Retweet : 398
Replies to : 139
Self-Loops : 236
Reciprocated Vertex Pair Ratio : 0.0290556900726392
Reciprocated Edge Ratio : 0.0564705882352941
Connected Components : 233
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 235
Maximum Edges in a Connected Component : 337
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.176306
Graph Density : 0.0013165802370464
Modularity : 0.735437
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://twitter.com/HarithIskander/status/1174224366965526530
[15] https://twitter.com/tuncarlos666/status/1175633519365672960
[8] https://twitter.com/iNerd__/status/1174659565993873408
[7] https://umno-online.my/2019/09/13/hpu914-ke-arah-malaysia-bermaruah/
[6] http://www.krissmerah.com/
[6] https://www.rotikaya.com/sindir-kempen-buy-muslim-first-harith-iskander-dikecam-teruk/
[5] https://twitter.com/harithiskander/status/1174224366965526530
[4] http://www.urp2020.eu
[4] https://www.pscp.tv/w/cFm3uTFKUkttWXFCZE9uS1B8MWdxeHZnUExrbU9LQr4QhINo2ZW4Y7C04KJmOnRMvIvYHJXXspz4LNCdb5th
[3] https://www.bmbf.de/de/ipcc-bericht-belegt-dramatische-auswirkungen-des-klimawandels-auf-weltmeere-und-eisgebiete-9771.html

Top URLs in Tweet in G1:
[17] https://twitter.com/HarithIskander/status/1174224366965526530
[6] https://twitter.com/iNerd__/status/1174659565993873408
[5] https://twitter.com/harithiskander/status/1174224366965526530
[2] https://ohbulan.com/cadang-sokong-atlet-muslim-sahaja-tweet-harith-iskander-isu-buy-muslim-first-terima-kecaman/
[2] https://beautifulnara.com/harith-iskander-dikecam-sindir-kempen-buy-muslim-first/?utm_source=dlvr.it&utm_medium=twitter
[2] https://mytwocents.asia/indonesia-puji-kempen-bmbf/
[2] https://www.youtube.com/watch?v=FJvReZLCN6M&feature=youtu.be

[1] https://www.sinarharian.com.my/article/28976/EDISI/Perak/DPIM-lancar-laman-web-Buy-Muslim-First?fbclid=IwAR0-iH08xEcZwrXJC5nLpMA_8V6pwgVGl7a_4kJ2GiAfIxT1cyp7w9BWeiU
[1] https://www.aekno.de/
[1] https://www.aerzteblatt.de/nachrichten/106097/Medizininformatik-Initiative-macht-Fortschritte-beim-Infrastrukturaufbau-und-Datenaustausch

Top URLs in Tweet in G2:
[4] https://www.pscp.tv/w/cFm3uTFKUkttWXFCZE9uS1B8MWdxeHZnUExrbU9LQr4QhINo2ZW4Y7C04KJmOnRMvIvYHJXXspz4LNCdb5th
[3] https://www.pscp.tv/w/cFm9gDFKUkttWXFCZE9uS1B8MW5BSkVaalBqZ1J4TENdXl8qhioStcDboAep_skxmDv9wgGYs_rglCNd9oxC
[3] https://www.bmbf.de/de/ipcc-bericht-belegt-dramatische-auswirkungen-des-klimawandels-auf-weltmeere-und-eisgebiete-9771.html
[1] https://www.elektronikforschung.de/projekte/ocean12?utm_source=hootsuite
[1] https://www.werkstoffwoche.de/bmbf/bmbf-ressourceneffizienz/?utm_source=hootsuite
[1] https://www.tik-berlin.de/herbstferien/?utm_source=hootsuite
[1] https://www.moving-history.de
[1] https://www.bildung-forschung.digital/de/vorstellung-12-foerderprojekte-zu-kurationskriterien-und-qualitaetsstandards-von-2637.html?utm_source=hootsuite
[1] https://www.bmbf.de/de/duerre-im-suedlichen-afrika-bmbf-unterstuetzt-laender-der-region-bei-anpassung-an-den-9787.html?utm_source=hootsuite
[1] https://www.bmbf.de/de/ein-jahr-eingefroren-in-der-arktis-9602.html

Top URLs in Tweet in G4:
[1] https://twitter.com/HarithIskander/status/1174224366965526530
[1] https://twitter.com/khalidsamad/status/1177363622965628928
[1] https://twitter.com/khalidsamad/status/1175925686625689600

Top URLs in Tweet in G5:
[6] http://www.krissmerah.com/
[6] https://umno-online.my/2019/09/13/hpu914-ke-arah-malaysia-bermaruah/

Top URLs in Tweet in G6:
[1] https://twitter.com/HarithIskander/status/1174224366965526530

Top URLs in Tweet in G7:
[4] http://www.urp2020.eu
[2] http://www.dkg2019.de/
[2] https://newsletter.bonares.de/home

Top URLs in Tweet in G8:
[1] https://www.facebook.com/100000270189106/posts/2714604461891867/
[1] https://www.facebook.com/100000270189106/posts/2709140999104880/

Top URLs in Tweet in G9:
[15] https://twitter.com/tuncarlos666/status/1175633519365672960

Top Domains
Top Domains in Tweet in Entire Graph:
[77] twitter.com
[12] bmbf.de
[9] youtube.com
[8] facebook.com
[7] innovative-trends.de
[7] krissmerah.com
[7] pscp.tv
[7] umno-online.my
[6] com.my
[6] rotikaya.com

Top Domains in Tweet in G1:
[36] twitter.com
[6] facebook.com
[3] com.my
[3] beautifulnara.com
[3] youtube.com
[2] ohbulan.com
[2] mytwocents.asia
[2] swarmapp.com
[2] blogspot.com
[1] aekno.de

Top Domains in Tweet in G2:
[12] bmbf.de
[7] pscp.tv
[1] elektronikforschung.de
[1] werkstoffwoche.de
[1] tik-berlin.de
[1] moving-history.de
[1] bildung-forschung.digital
[1] fona.de
[1] vhs-lernportal.de
[1] technik-zum-menschen-bringen.de

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[6] krissmerah.com
[6] umno-online.my

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[4] urp2020.eu
[2] dkg2019.de
[2] bonares.de

Top Domains in Tweet in G8:
[2] facebook.com

Top Domains in Tweet in G9:
[15] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] bmbf
[91] bmf
[18] newsletter
[13] buymuslimfirst
[12] phosphorous
[11] berlin
[8] bne
[8] forschung
[8] rohstoff
[7] berufsbildung



Top Hashtags in Tweet in G1:
[25] bmf
[15] bmbf
[2] innovation
[2] forschung
[2] buymuslimfirst
[1] nachhaltigkeitsstrategie
[1] zwh
[1] nachhaltigkeit
[1] medizininformatik
[1] initiative

Top Hashtags in Tweet in G2:
[68] bmbf
[7] berufsbildung
[6] vhs
[6] bne
[6] jugendbeteiligung
[6] norwegen
[5] kulturmachtstark
[5] reklim
[5] fml
[5] tübingen

Top Hashtags in Tweet in G3:
[4] bmf
[2] facepalm
[1] only
[1] first
[1] notonly
[1] notboycott

Top Hashtags in Tweet in G4:
[3] bmbf
[1] bmf

Top Hashtags in Tweet in G5:
[23] bmf
[8] buymuslimfirst
[2] buymuslimproductfirst
[1] malaysia
[1] muslim

Top Hashtags in Tweet in G7:
[18] newsletter
[12] phosphorous
[10] bmbf
[6] bonares
[6] phosphor
[6] landwirtschaft
[4] sustainable
[4] resilient
[4] urban
[4] rural

Top Hashtags in Tweet in G8:
[1] bmf
[1] buymuslimfirst

Top Hashtags in Tweet in G10:
[3] bmf
[3] bmbf
[1] buymuslimfirst

Top Words
Top Words in Tweet in Entire Graph:
[152] Words in Sentiment List#1: Positive
[445] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[19572] Non-categorized Words
[20169] Total Words
[804] muslim
[649] buy
[645] first
[258] #bmbf
[201] kempen

Top Words in Tweet in G1:
[153] muslim
[131] buy
[121] first
[25] #bmf
[25] kempen
[20] bmf
[19] yang
[17] produk
[15] #bmbf
[14] nak

Top Words in Tweet in G2:
[117] die
[114] #bmbf
[43] heute
[21] fördert
[18] amp
[17] bildung
[15] sts
[15] awi_de
[15] anjakarliczek
[14] gefördert

Top Words in Tweet in G3:
[94] muslim
[81] buy
[76] harithiskander
[67] first
[46] tak
[33] aku
[30] 'fluent'
[30] bebal
[20] english
[18] dulu

Top Words in Tweet in G4:
[136] muslim
[129] joker
[92] buy
[92] first
[87] campaign
[86] ministers
[44] boycott
[44] non
[43] level
[43] par

Top Words in Tweet in G5:
[83] muslim
[54] buy
[54] first
[25] #bmf
[16] kita
[16] kempen
[14] #buymuslimfirst
[14] bmf
[13] saya
[12] nak

Top Words in Tweet in G6:
[124] bodoh
[38] muslim
[38] dia
[37] buy
[37] first
[34] tapi
[32] aku
[31] tak
[31] support
[31] kempen

Top Words in Tweet in G7:
[24] #bmbf
[18] #newsletter
[12] introduce
[12] world
[12] #phosphorous
[12] scare
[12] nutrient
[12] large
[12] importance
[12] agricultural

Top Words in Tweet in G8:
[72] ngo
[57] saya
[36] akan
[33] kempen
[23] muslim
[20] buy
[20] first
[19] setiap
[19] kawasan
[19] parlimen

Top Words in Tweet in G9:
[16] kempen
[16] buy
[16] muslim
[16] first
[15] sebab
[15] kerajaan
[15] support
[2] ini
[2] malaysia
[2] ekonomi

Top Words in Tweet in G10:
[23] muslim
[20] buy
[20] first
[5] boycott
[4] produk
[4] bmf
[4] calling
[3] kempen
[3] #bmf
[3] #bmbf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[619] buy,muslim
[582] muslim,first
[104] campaign,buy
[94] joker,campaign
[91] kempen,buy
[65] non,muslim
[60] muslim,product
[53] boycott,non
[47] level,ministers
[47] ministers,par

Top Word Pairs in Tweet in G1:
[122] buy,muslim
[113] muslim,first
[9] #bmf,buy
[8] muslim,products
[8] harith,iskander
[8] kempen,buy
[7] bmf,buy
[7] first,bmf
[6] first,#bmf
[5] 'buy,muslim

Top Word Pairs in Tweet in G2:
[21] #bmbf,fördert
[14] traf,heute
[13] #bmbf,gefördert
[11] fördert,die
[9] bm,anjakarliczek
[9] heute,die
[8] die,#bmbf
[8] besuch,#norwegen
[8] #norwegen,sts
[8] sts,_thomasrachel

Top Word Pairs in Tweet in G3:
[80] buy,muslim
[61] muslim,first
[18] biar,tak
[16] #bmf,buy
[15] harithiskander,dulu
[15] dulu,aku
[15] aku,selalu
[15] selalu,beranggapan
[15] beranggapan,bahawa
[15] bahawa,org

Top Word Pairs in Tweet in G4:
[92] buy,muslim
[92] muslim,first
[86] joker,campaign
[86] campaign,buy
[44] boycott,non
[44] non,muslim
[43] level,ministers
[43] ministers,par
[43] par,joker
[43] first,joker

Top Word Pairs in Tweet in G5:
[54] buy,muslim
[54] muslim,first
[14] kempen,buy
[10] kita,buy
[9] first,#bmf
[8] #bmf,lihat
[8] lihat,strategy
[8] strategy,kita
[8] first,tapi
[8] tapi,lain

Top Word Pairs in Tweet in G6:
[37] buy,muslim
[37] muslim,first
[31] aku,tak
[31] tak,support
[31] support,kempen
[31] kempen,tapi
[31] tapi,nama
[31] nama,dia
[31] dia,buy
[31] first,dahlah

Top Word Pairs in Tweet in G7:
[12] #newsletter,introduce
[12] introduce,world
[12] world,#phosphorous
[12] #phosphorous,scare
[12] scare,nutrient
[12] nutrient,large
[12] large,importance
[12] importance,agricultural
[12] agricultural,#soil
[12] #soil,management

Top Word Pairs in Tweet in G8:
[36] ngo,ngo
[20] kempen,buy
[20] buy,muslim
[20] muslim,first
[19] setiap,kawasan
[19] kawasan,parlimen
[19] parlimen,saya
[18] saya,lihat
[18] lihat,kempen
[18] first,semakin

Top Word Pairs in Tweet in G9:
[16] buy,muslim
[16] muslim,first
[15] sebab,kerajaan
[15] kerajaan,support
[15] support,kempen
[15] kempen,buy

Top Word Pairs in Tweet in G10:
[20] buy,muslim
[20] muslim,first
[4] calling,boycott
[3] #bmf,#bmbf
[3] boycott,non
[3] non,muslim
[2] rupa,rupanya
[2] rupanya,ada
[2] produk,produk
[2] joker,campaign

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@awi_de
@_thomasrachel
@mosaicarctic
@anjakarliczek
@umnoonline
@paspusat
@bmbf_bund
@chedetofficial
@venstrerebekka
@meister_schafft

Top Mentioned in G2:
@awi_de
@mosaicarctic
@_thomasrachel
@anjakarliczek
@meister_schafft
@venstrerebekka
@youpan_de
@vhs_dachverband
@fraunhoferiis
@fobid18

Top Mentioned in G3:
@zlk69
@harithiskander

Top Mentioned in G4:
@thepatriotsasia
@_rodahidup

Top Mentioned in G5:
@umnoonline
@paspusat
@chedetofficial
@dapmalaysia
@anwaribrahim
@johariyazid
@sir_azri
@razlanrafii

Top Mentioned in G7:
@ufz_de
@kieluni

Top Mentioned in G10:
@hajihazizi
@rajapetra
@harakahdailyhd

Top Tweeters
Top Tweeters in Entire Graph:
@_karmenlunarx
@chrisbrey1
@markplackett1
@anthraxxxx
@staronline
@rmol_id
@flux_z
@_hz___
@fiziqashrani
@yalpacaa

Top Tweeters in G1:
@mat4g13
@mhafizzaidi
@yoohayoon
@wayuramal
@apanzhafran
@diantukimin
@ameerfiqri_
@danialddd
@fazmibaharom
@adamlefty

Top Tweeters in G2:
@chrisbrey1
@alcinx
@mates60dn2
@scieducation1
@bildungsklick
@maxplanckpress
@segelmimmi
@fdmhildesheim
@bmu
@boschpresse

Top Tweeters in G3:
@itsboiiii
@azim_malia
@mardhiyyahz
@nysahmd90
@aizatnazmi2310
@fadhilmokhtar
@aiman_akee
@muhammadhfz_
@mhdmunz
@rosyaidi_

Top Tweeters in G4:
@anthraxxxx
@eddydaud
@zulkafli_
@_rodahidup
@lady_chantek
@khairinkhan
@tengkudtrace
@maiyaa___
@muizbadrul
@thecrowempire

Top Tweeters in G5:
@umnoonline
@dapmalaysia
@mraafiz
@anwaribrahim
@mohdfaiz13
@g3neralhummer
@swagger_selatan
@aimanairin2
@en_white_bird
@paspusat

Top Tweeters in G6:
@_karmenlunarx
@flux_z
@fiziqashrani
@yalpacaa
@lordrizal
@marwancendawan
@penatlahhidup
@_bojangg
@leenabramovich
@eimrawn

Top Tweeters in G7:
@phosphoria31
@farming_
@boden_infos
@gfoe_org
@kieluni
@bvboden
@landmark2020
@ufz_de
@agrarkultur
@inspiration4eu

Top Tweeters in G8:
@aifaamazlan
@pu3nurliza
@61_garuda
@iskandarsamad
@man33bch
@fidyfir
@shurabil3
@azie_nam
@faizal5932
@hakimi_azahar01

Top Tweeters in G9:
@_hz___
@amirulhaziqqq
@afifinazri_
@ahmdfarhn89
@jendulism__
@alifmohdnor
@pidoooot
@amirunhisyam_
@_drkhairanee
@matlukeman

Top Tweeters in G10:
@harakahdailyhd
@rozali53
@sirj4o
@rajapetra
@lilylazer7
@halimramly
@biox_malaysia
@klimkovich_lv
@temupauh
@earth_hereon


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