USEmbassyBeirut, Twitter, 11/20/2020 10:39:12 PM, 241955


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USEmbassyBeirut_2020-11-20_14-35-28.xlsx
USEmbassyBeirut_2020-11-20_14-35-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 20, 2020
Short Description:
USEmbassyBeirut via NodeXL https://bit.ly/3pKmMgq
@usembassybeirut
@amai87690547
@1beatmusic
@alkhabar5
@usabilaraby
@beirouty1
@cnsh6
@metimak1
@lebanonaid
@wiambelize

Top hashtags:
#حزب_الله_ارهابي
#ترامب
#الحرية_لكيندا_الخطيب
#lebanon
#iew2020
#حزب_الله

Description:
Description
The graph represents a network of 325 Twitter users whose recent tweets contained "USEmbassyBeirut", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 20 November 2020 at 22:36 UTC.

The tweets in the network were tweeted over the 8-day, 13-hour, 50-minute period from Thursday, 12 November 2020 at 06:20 UTC to Friday, 20 November 2020 at 20:11 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 : 325
Unique Edges : 655
Edges With Duplicates : 737
Total Edges : 1392
Number of Edge Types : 5
MentionsInRetweet : 343
Mentions : 723
Retweet : 132
Replies to : 183
Tweet : 11
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0463414634146341
Reciprocated Edge Ratio : 0.0885780885780886
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 323
Maximum Edges in a Connected Component : 1391
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.634258
Graph Density : 0.00814814814814815
Modularity : 0.387034
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 325 Twitter users whose recent tweets contained "USEmbassyBeirut", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 20 November 2020 at 22:36 UTC.

The tweets in the network were tweeted over the 8-day, 13-hour, 50-minute period from Thursday, 12 November 2020 at 06:20 UTC to Friday, 20 November 2020 at 20:11 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : USEmbassyBeirut
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://twitter.com/tayyar_org/status/1328432006980657157
[7] https://twitter.com/AlHadath/status/1326753363766153218
[5] https://twitter.com/AlHadath/status/1328674008582254594
[5] https://twitter.com/samer_abbass/status/1326983453582221319
[5] https://twitter.com/AlHadath/status/1328423659481026562
[3] https://twitter.com/AlHadath/status/1328634450138329089
[3] https://twitter.com/unwatch/status/1329193666586488837
[3] https://twitter.com/MamdouhObeid/status/1328450618764177410
[3] https://www.yesprograms.org/stories/making-my-own-glass-pieces-in-the-us
[3] https://www.alquds.co.uk/%EF%BB%BF%D8%A7%D9%84%D9%85%D8%AD%D8%A7%D9%85%D9%8A-%D8%A7%D9%84%D9%84%D8%A8%D9%86%D8%A7%D9%86%D9%8A-%D8%B7%D8%A7%D8%B1%D9%82-%D8%B4%D9%86%D8%AF%D8%A8-%D9%8A%D8%AA%D9%87%D9%85-%D8%AD%D8%B2%D8%A8/

Top URLs in Tweet in G1:
[4] https://twitter.com/AlHadath/status/1328423659481026562
[2] https://www.state.gov/secretary-pompeos-meeting-with-french-foreign-minister-le-drian/
[2] https://www.state.gov/secretary-pompeos-travel-to-france-turkey-georgia-israel-the-united-arab-emirates-qatar-and-saudi-arabia/
[2] https://www.state.gov/russia-and-the-assad-regimes-superficial-support-for-syrian-refugees/
[2] https://www.state.gov/the-importance-of-sanctions-on-iran/
[2] https://www.state.gov/celebrating-international-education-week-2020.
[2] https://www.csis.org/events/online-event-lebanons-challenges-conversation-us-ambassador-lebanon-dorothy-shea
[1] https://berytech.org/events/led-talks-2020-webinar-1/
[1] https://step.state.gov/
[1] https://ustraveldocs.com/lb

Top URLs in Tweet in G2:
[7] https://twitter.com/AlHadath/status/1326753363766153218
[7] https://twitter.com/tayyar_org/status/1328432006980657157
[5] https://twitter.com/samer_abbass/status/1326983453582221319
[5] https://twitter.com/AlHadath/status/1328674008582254594
[3] https://twitter.com/AlHadath/status/1328634450138329089
[3] https://www.lebanondebate.com/news/506884
[2] https://twitter.com/alhadath/status/1328423659481026562
[1] https://twitter.com/AlHadath/status/1328415020225622018
[1] https://twitter.com/alhadath/status/1328422821027082240
[1] https://twitter.com/alhadath/status/1328625689780744197

Top URLs in Tweet in G3:
[3] https://twitter.com/unwatch/status/1329193666586488837
[2] https://twitter.com/MichelHe/status/1329765760881790976
[2] https://twitter.com/lorienttoday/status/1328994238693040134
[1] https://twitter.com/megaphone_news/status/1329029728200777728?s=19

Top URLs in Tweet in G4:
[1] https://languages.state.gov/
[1] https://twitter.com/MamdouhObeid/status/1328450618764177410

Top URLs in Tweet in G5:
[3] https://www.alquds.co.uk/%EF%BB%BF%D8%A7%D9%84%D9%85%D8%AD%D8%A7%D9%85%D9%8A-%D8%A7%D9%84%D9%84%D8%A8%D9%86%D8%A7%D9%86%D9%8A-%D8%B7%D8%A7%D8%B1%D9%82-%D8%B4%D9%86%D8%AF%D8%A8-%D9%8A%D8%AA%D9%87%D9%85-%D8%AD%D8%B2%D8%A8/
[2] https://www.facebook.com/tarekchendeb/videos/2173556426282402/
[2] https://www.almodon.com/society/2020/11/14/%D9%82%D9%86%D8%A8%D9%84%D8%A9-%D9%85%D9%88%D9%82%D9%88%D8%AA%D8%A9-%D8%AA%D9%87%D8%AF%D8%AF-%D8%B9%D9%83%D8%A7%D8%B1-%D9%85%D8%A7-%D8%AD%D9%82%D9%8A%D9%82%D8%A9-%D8%A7%D9%86%D9%81%D8%AC%D8%A7%D8%B1-%D8%A3%D9%86%D8%A7%D8%A8%D9%8A%D8%A8-%D8%A7%D9%84%D8%A8%D8%AA%D8%B1%D9%88%D9%84
[1] https://twitter.com/AlHadath/status/1328447573863124996
[1] https://twitter.com/LBCILebanon/status/1327038471161012225
[1] https://twitter.com/almodononline/status/1327314046106955777
[1] https://twitter.com/kataeb_Ar/status/1327278547929534464

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=YPJKsFhBp30&feature=youtu.be

[1] https://www.youtube.com/watch?v=tt4cR9szMS8&feature=youtu.be

[1] https://www.youtube.com/watch?v=3U7_sNTTaXo&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://dcp.pcm.gov.lb/

Top URLs in Tweet in G10:
[1] https://www.al-khabar.co/arabic/?p=3384

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] حزب_الله_ارهابي
[18] ترامب
[16] الحرية_لكيندا_الخطيب
[14] lebanon
[13] iew2020
[11] حزب_الله
[10] لبنان_ينتفض
[10] لبنان
[8] كلن_يعني_كلن
[7] قانون_ماغنيتسكي



Top Hashtags in Tweet in G1:
[12] iew2020
[5] usaid
[4] business
[4] الحليف_القوي
[2] veteransday
[2] الحرية_لكيندا_الخطيب
[2] lebanon
[1] inthistogether
[1] freekindakhatib
[1] للموت_منوثق_فيك

Top Hashtags in Tweet in G2:
[25] حزب_الله_ارهابي
[18] ترامب
[11] حزب_الله
[10] لبنان_ينتفض
[7] كلن_يعني_كلن
[5] maga2020
[5] لبنان
[3] ملالي_طهران
[3] الولي_السفيه
[3] جبران_واطي_كر

Top Hashtags in Tweet in G3:
[2] liban

Top Hashtags in Tweet in G4:
[14] الحرية_لكيندا_الخطيب
[4] lebanon
[1] iew2020
[1] كلن_يعني_كلن
[1] usa
[1] corruption
[1] free_kinda_alkhatib
[1] العقوبات_الأميركية
[1] لبنان

Top Hashtags in Tweet in G5:
[7] قانون_ماغنيتسكي
[4] لبنان
[3] محمد_ناصيف
[2] اميركا
[1] جنبلاط
[1] بري
[1] الحريري
[1] نصرالله
[1] بيار_الضاهر
[1] باسيل

Top Hashtags in Tweet in G7:
[1] ready
[1] training
[1] light
[1] energy
[1] guide
[1] usa

Top Hashtags in Tweet in G8:
[2] cashdonations
[2] beirutblast

Top Words
Top Words in Tweet in Entire Graph:
[361] usembassybeirut
[178] usabilaraby
[96] من
[86] و
[60] في
[56] emmanuelmacron
[48] secpompeo
[47] على
[46] يا
[45] ما

Top Words in Tweet in G1:
[108] usembassybeirut
[23] dan_azzi
[17] international
[17] education
[15] talalarslane
[15] يا
[13] lebanon
[12] #iew2020
[11] week
[11] ما

Top Words in Tweet in G2:
[96] usembassybeirut
[72] usabilaraby
[61] و
[37] realdonaldtrump
[25] #حزب_الله_ارهابي
[23] من
[23] gebran_bassil
[22] ترامب
[21] يا
[21] لا

Top Words in Tweet in G3:
[46] usembassybeirut
[42] emmanuelmacron
[37] unarabic
[37] almaniadiplo
[37] usabilaraby
[37] justintrudeau
[19] elidaccache946
[18] ما
[16] و
[11] من

Top Words in Tweet in G4:
[34] usembassybeirut
[33] secpompeo
[26] usabilaraby
[18] من
[15] على
[14] كيندا
[14] #الحرية_لكيندا_الخطيب
[13] في
[13] الخطيب
[12] وزير

Top Words in Tweet in G5:
[43] usembassybeirut
[40] ustreasury
[38] من
[33] usabilaraby
[24] في
[19] الفاسدين
[17] الارهابية
[16] ميليشيا
[15] جبران
[15] باسيل

Top Words in Tweet in G6:
[6] usaidsaveslives
[6] usaid
[6] wfp
[6] usembassybeirut
[6] neapressoffice
[6] usaidmiddleeast
[6] usabilaraby
[6] wfp_mena
[6] centcomarabic
[6] usunrome

Top Words in Tweet in G7:
[6] youtube
[5] usembassybeirut
[3] neom
[3] billgates
[2] usnavy
[2] magic
[2] sciam
[2] pierregeorgio1

Top Words in Tweet in G8:
[5] local
[4] euinlebanon
[4] usembassybeirut
[4] more
[3] donations
[2] nasseryassin
[2] ifi_aub
[2] carnegiemec
[2] mahamyahya
[2] annahar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[100] usembassybeirut,usabilaraby
[66] usabilaraby,usembassybeirut
[37] unarabic,almaniadiplo
[37] almaniadiplo,usembassybeirut
[37] usabilaraby,justintrudeau
[37] justintrudeau,emmanuelmacron
[27] usembassybeirut,ustreasury
[21] dan_azzi,usembassybeirut
[18] elidaccache946,unarabic
[18] العقوبات,على

Top Word Pairs in Tweet in G1:
[21] dan_azzi,usembassybeirut
[15] talalarslane,usembassybeirut
[13] international,education
[11] education,week
[9] tune,facebook
[9] facebook,live
[9] live,chat
[9] chat,international
[9] week,public
[9] public,affairs

Top Word Pairs in Tweet in G2:
[50] usembassybeirut,usabilaraby
[22] usabilaraby,usembassybeirut
[16] الرئيس,ترامب
[10] realdonaldtrump,sidneypowell1
[10] sidneypowell1,usembassybeirut
[9] realdonaldtrump,usabilaraby
[9] #ترامب,الى
[9] الى,ولاية
[8] realdonaldtrump,usembassybeirut
[8] استعدوا,لقلب

Top Word Pairs in Tweet in G3:
[37] unarabic,almaniadiplo
[37] almaniadiplo,usembassybeirut
[37] usembassybeirut,usabilaraby
[37] usabilaraby,justintrudeau
[37] justintrudeau,emmanuelmacron
[18] elidaccache946,unarabic
[6] انا,ما
[4] euinlebanon,usembassybeirut
[4] بدي,هالبلد
[4] emmanuelmacron,يا

Top Word Pairs in Tweet in G4:
[25] usabilaraby,usembassybeirut
[14] usembassybeirut,#الحرية_لكيندا_الخطيب
[14] secpompeo,usabilaraby
[13] كيندا,الخطيب
[12] العقوبات,على
[12] القضاة,الفاسدين
[11] السيد,وزير
[11] وزير,الخارجية
[11] الخارجية,الأمريكي
[11] الأمريكي,secpompeo

Top Word Pairs in Tweet in G5:
[27] usembassybeirut,ustreasury
[15] usabilaraby,usembassybeirut
[15] الارهابية,usembassybeirut
[15] جبران,باسيل
[12] باسيل,المصنف
[12] المصنف,ارهابي
[12] ارهابي,وفاسد
[12] وفاسد,بموجب
[12] بموجب,قرار
[12] قرار,الخزانة

Top Word Pairs in Tweet in G6:
[6] usaid,wfp
[6] wfp,usembassybeirut
[6] usembassybeirut,neapressoffice
[6] neapressoffice,usaidmiddleeast
[6] usaidmiddleeast,usabilaraby
[6] usabilaraby,wfp_mena
[6] wfp_mena,centcomarabic
[6] centcomarabic,usunrome
[6] usunrome,usunromeamb
[6] usunromeamb,sheildassoc

Top Word Pairs in Tweet in G7:
[2] youtube,billgates

Top Word Pairs in Tweet in G8:
[2] nasseryassin,euinlebanon
[2] euinlebanon,usembassybeirut
[2] usembassybeirut,ifi_aub
[2] ifi_aub,carnegiemec
[2] carnegiemec,mahamyahya
[2] mahamyahya,annahar
[2] annahar,lbci_news
[2] lbci_news,mtvlebanonnews
[2] mtvlebanonnews,lorientlejour
[2] lorientlejour,commercelevant

Top Replied-To
Top Replied-To in Entire Graph:
@usembassybeirut
@dan_azzi
@elidaccache946
@talalarslane
@mamdouhobeid
@lebdxb
@usaidsaveslives
@secpompeo
@lebanondebate
@alhadath

Top Replied-To in G1:
@usembassybeirut
@dan_azzi
@talalarslane
@statedeputyspox
@imad_al_kel
@sarkissalem
@usabilaraby
@jungleboy_99
@izac96564063
@ritaje00

Top Replied-To in G2:
@lebdxb
@lebanondebate
@alhadath
@lkingsouth
@usembassybeirut
@transparencyne1
@usabilaraby
@gebran_bassil

Top Replied-To in G3:
@elidaccache946
@mmoursel
@rayantaha961
@chehademabelle
@cynthiaodsi
@st202088
@jihad_ad999
@witnessingthe
@crishines
@shadhajj

Top Replied-To in G4:
@mamdouhobeid
@795a7b6cc4824be
@usembassybeirut
@hodaymat
@ykaissg
@4h61svjdthh2nc5
@ahmadelsabeh2
@suzykhanji
@tima_lebanese
@secpompeo

Top Replied-To in G5:
@tarekchindeb

Top Replied-To in G6:
@usaidsaveslives

Top Replied-To in G7:
@neom

Top Replied-To in G8:
@metimak1
@lebanonaid

Top Replied-To in G9:
@usembassyseoul

Top Mentioned
Top Mentioned in Entire Graph:
@usembassybeirut
@usabilaraby
@emmanuelmacron
@secpompeo
@ustreasury
@realdonaldtrump
@unarabic
@almaniadiplo
@justintrudeau
@gebran_bassil

Top Mentioned in G1:
@usembassybeirut
@secpompeo
@talalarslane
@statedeputyspox
@jy_ledrian
@nato
@usabilaraby
@tweetgibberish
@dan_azzi
@statedept

Top Mentioned in G2:
@usembassybeirut
@usabilaraby
@realdonaldtrump
@gebran_bassil
@emmanuelmacron
@general_aoun
@sidneypowell1
@iranembassylb
@saadhariri
@zeinakh95

Top Mentioned in G3:
@usembassybeirut
@emmanuelmacron
@unarabic
@almaniadiplo
@usabilaraby
@justintrudeau
@euinlebanon
@crampling
@transition46
@ukinlebanon

Top Mentioned in G4:
@usembassybeirut
@secpompeo
@usabilaraby
@ecaatstate
@unnewsarabic
@davidschenker1
@emmanuelmacron

Top Mentioned in G5:
@usembassybeirut
@ustreasury
@usabilaraby
@secpompeo

Top Mentioned in G6:
@usaid
@wfp
@usembassybeirut
@neapressoffice
@usaidmiddleeast
@usabilaraby
@wfp_mena
@centcomarabic
@usunrome
@usunromeamb

Top Mentioned in G7:
@usembassybeirut
@youtube
@billgates
@usnavy
@sciam
@neom
@pierregeorgio1
@cia
@officeforai
@surfacewarriors

Top Mentioned in G8:
@euinlebanon
@usembassybeirut
@nasseryassin
@ifi_aub
@carnegiemec
@mahamyahya
@annahar
@lbci_news
@mtvlebanonnews
@lorientlejour

Top Mentioned in G9:
@usembassysa
@usembassybogota
@usinnigeria
@usembassyjkt
@usembassybeirut
@usembassykl
@usembassyghana
@usembby
@embaixadaeua

Top Mentioned in G10:
@anwargargash
@adelaljubeir
@bukhariwaleeed
@dr_hadielamine
@drsamirgeagea
@hamadalchamsi
@bbcworld
@usembassybeirut
@walidphares

Top Tweeters
Top Tweeters in Entire Graph:
@lebanondebate
@ssm1106
@annahar
@lbci_news
@mtvlebanonnews
@safia_ali_n
@usatoday
@nesn1925
@bbcworld
@lekh27

Top Tweeters in G1:
@nesn1925
@lekh27
@leila1h
@ykaissg
@leilarajeh
@abumahmoud
@alhadeelmag
@asadabukhalil
@raretoloveme
@statedept

Top Tweeters in G2:
@lebanondebate
@alhadath
@sam12317
@malasaliby
@sidneypowell1
@_new_media_
@realdonaldtrump
@jackpoladian
@usabilaraby
@transparencyne1

Top Tweeters in G3:
@witnessingthe
@unarabic
@mmoursel
@franckoueis
@justintrudeau
@elidaccache946
@kgeorgieva
@ukinlebanon
@emmanuelmacron
@bluebir00526844

Top Tweeters in G4:
@unnewsarabic
@moe20606319
@kaiikaram
@mamdouhobeid
@mansouryaghi
@shad76er
@jeanclaudechaia
@allouch_z
@tima_lebanese
@secpompeo

Top Tweeters in G5:
@ssm1106
@safia_ali_n
@albwahi181818
@khalid_sas7x7
@azdamdam
@mdiab01957
@tarekchindeb
@abou_bakrs2
@fetrah
@hussainalanbar3

Top Tweeters in G6:
@usaid
@wfp
@usaidsaveslives
@centcomarabic
@wfp_mena
@usunrome
@usaidmiddleeast
@neapressoffice
@wfplebanon
@usunromeamb

Top Tweeters in G7:
@usatoday
@sciam
@usnavy
@youtube
@facebook
@surfacewarriors
@cyborgturkey
@spaceforcedod
@cia
@kryptonsyfy

Top Tweeters in G8:
@annahar
@lbci_news
@mtvlebanonnews
@lorientlejour
@carnegiemec
@nasseryassin
@ifi_aub
@mahamyahya
@metimak1
@commercelevant

Top Tweeters in G9:
@usembassysa
@usembassybogota
@usembassyjkt
@embaixadaeua
@usembassyseoul
@usembassykl
@usembassyghana
@usinnigeria
@usembby
@1beatmusic

Top Tweeters in G10:
@bbcworld
@walidphares
@anwargargash
@dr_hadielamine
@drsamirgeagea
@bukhariwaleeed
@hamadalchamsi
@alkhabar5
@adelaljubeir