Beruit, Twitter, 8/4/2020 11:24:42 PM, 231865


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Beruit_2020-08-04_15-42-59.xlsx
Beruit_2020-08-04_15-42-59.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 04, 2020
Short Description:
Beruit via NodeXL https://bit.ly/39WQXcJ
@air_intel
@mcc_mark10
@zataarra
@hajarabusief
@sharknewswires
@mfaarees_
@gully_burrows
@kkjkwarrior
@umsulait
@minhajabbasi3

Top hashtags:
#beruit
#lebanon
#beirut
#prayforlebanon
#بيروت
#beirutblast
#lebanonexplosion

Description:
Description
The graph represents a network of 16,253 Twitter users whose recent tweets contained "Beruit", 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 Tuesday, 04 August 2020 at 23:03 UTC.

The tweets in the network were tweeted over the 3-hour, 12-minute period from Tuesday, 04 August 2020 at 19:30 UTC to Tuesday, 04 August 2020 at 22:42 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 : 16253
Unique Edges : 18295
Edges With Duplicates : 1253
Total Edges : 19548
Number of Edge Types : 5
Retweet : 14655
Tweet : 3080
Replies to : 821
Mentions : 643
MentionsInRetweet : 349
Self-Loops : 3140
Reciprocated Vertex Pair Ratio : 0.00163758896516974
Reciprocated Edge Ratio : 0.00326982330377916
Connected Components : 2778
Single-Vertex Connected Components : 1846
Maximum Vertices in a Connected Component : 11205
Maximum Edges in a Connected Component : 14410
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.004492
Graph Density : 6.02058524525562E-05
Modularity : 0.788825
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 16,253 Twitter users whose recent tweets contained "Beruit", 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 Tuesday, 04 August 2020 at 23:03 UTC.

The tweets in the network were tweeted over the 3-hour, 12-minute period from Tuesday, 04 August 2020 at 19:30 UTC to Tuesday, 04 August 2020 at 22:42 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 : Beruit
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:
[78] https://www.youtube.com/watch?v=kCLSiMYjPiQ&feature=youtu.be

[35] https://helplebanon.carrd.co/
[19] https://twitter.com/jzarif/status/1290708693617709057
[17] https://twitter.com/thattrumpguy/status/1290679834130161664
[17] https://helplebanon.carrd.co
[16] https://twitter.com/borzou/status/1290675854767513600
[15] https://twitter.com/gantzbe/status/1290725919309602816
[14] https://www.instagram.com/p/CDeyv7yM2Nh/?igshid=1xk5ip473rlpq
[12] https://twitter.com/mcc_mark10/status/1290688119675781120
[11] https://twitter.com/redcrosslebanon/status/1290715708058476544

Top URLs in Tweet in G1:
[4] https://twitter.com/4zahri/status/1290669239217655814
[3] https://twitter.com/AmichaiStein1/status/1290752282687156226
[3] https://twitter.com/LaHora_Oficial/status/1290678573641031681
[2] https://twitter.com/sharknewswires/status/1290670731022540805
[2] https://twitter.com/seanhannity/status/1290746199725813760
[2] https://news.yahoo.com/beirut-rocked-massive-explosion-days-154638046.html
[2] https://twitter.com/Joyce_Karam/status/1290714124423516162
[2] https://twitter.com/borzou/status/1290675854767513600
[2] https://twitter.com/SharkNewsWires/status/1290702476581179397
[2] https://twitter.com/SharkNewsWires/status/1290687530267021313

Top URLs in Tweet in G2:
[8] https://twitter.com/borzou/status/1290675854767513600
[7] https://helplebanon.carrd.co/
[6] https://twitter.com/GavinCoote/status/1290728382699728896
[4] https://twitter.com/fadyroumieh/status/1290672517733064705
[4] https://twitter.com/gavincoote/status/1290728382699728896
[4] https://twitter.com/air_intel/status/1290676373485490177
[3] https://twitter.com/gully_burrows/status/1290683342195765255
[3] https://twitter.com/mcc_mark10/status/1290688119675781120
[3] https://www.youtube.com/watch?v=QKgWL_o1oVE&feature=youtu.be

[3] https://twitter.com/RioMoussallem/status/1290741792137248774

Top URLs in Tweet in G3:
[5] https://twitter.com/rutie_xx/status/1290749229670060034

Top URLs in Tweet in G4:
[2] https://twitter.com/auroraintel/status/1290665496875012096?s=21
[2] https://twitter.com/auroraintel/status/1290665496875012096

Top URLs in Tweet in G5:
[1] https://twitter.com/neolchris/status/1290685504120332292
[1] https://twitter.com/CP24/status/1290725183762968577

Top URLs in Tweet in G6:
[2] https://twitter.com/MoinLone6/status/1290751447651377152
[1] https://www.gofundme.com/f/for-my-family-in-lebanon-who-lost-their-home

Top URLs in Tweet in G7:
[6] https://www.gofundme.com/f/for-my-family-in-lebanon-who-lost-their-home

Top URLs in Tweet in G8:
[2] https://www.gofundme.com/f/lebanonneedsorg
[2] https://www.change.org/p/president-of-the-united-states-freeze-assets-of-lebanese-politicians-outside-lebanon-264270e0-95d5-44aa-949c-624a4d0bded7?recruiter=1138066506&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_abi&utm_term=psf_combo_share_initial&recruited_by_id=940c8e70-d675-11ea-9221-75a14f35328a

Top URLs in Tweet in G9:
[9] https://helplebanon.carrd.co/
[1] https://twitter.com/mcc_mark10/status/1290688119675781120
[1] https://twitter.com/Mcc_Mark10/status/1290688119675781120

Top URLs in Tweet in G10:
[4] https://twitter.com/EddieDonovan/status/1290742783939141633
[1] https://twitter.com/dam00r/status/1290681446739435522

Top Domains
Top Domains in Tweet in Entire Graph:
[783] twitter.com
[134] youtube.com
[69] carrd.co
[39] instagram.com
[16] gofundme.com
[16] justgiving.com
[13] wikipedia.org
[12] cnn.com
[9] gov.lb
[8] facebook.com

Top Domains in Tweet in G1:
[26] twitter.com
[2] yahoo.com

Top Domains in Tweet in G2:
[320] twitter.com
[23] youtube.com
[21] instagram.com
[9] carrd.co
[4] facebook.com
[3] gofundme.com
[3] wikipedia.org
[3] fiverr.com
[3] sourcecodegh.net
[2] org.lb

Top Domains in Tweet in G3:
[5] twitter.com

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

Top Domains in Tweet in G5:
[2] twitter.com

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

Top Domains in Tweet in G7:
[6] gofundme.com

Top Domains in Tweet in G8:
[2] gofundme.com
[2] change.org

Top Domains in Tweet in G9:
[9] carrd.co
[2] twitter.com

Top Domains in Tweet in G10:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12034] beruit
[2879] lebanon
[1471] beirut
[1216] prayforlebanon
[1130] بيروت
[947] beirutblast
[932] lebanonexplosion
[711] beirutexplosion
[492] لبنان
[460] beruitexplosion



Top Hashtags in Tweet in G1:
[2750] beruit
[1013] lebanon
[229] lebanonexplosion
[194] beirutblast
[179] beirut
[89] jayden
[89] covid19
[89] murkomen
[87] murathe
[87] orengo

Top Hashtags in Tweet in G2:
[1148] beruit
[222] lebanon
[108] lebanonexplosion
[107] beirutblast
[97] prayforlebanon
[91] بيروت
[83] beruitexplosion
[71] beirut
[56] beirutexplosion
[52] لبنان

Top Hashtags in Tweet in G3:
[1729] beruit
[126] beruitexplosion
[60] lebanon
[53] beriut
[30] lebanonexplosion
[6] prayforlebanon
[5] beirutblast
[4] بيروت
[3] lebnon
[3] beirutexplosion

Top Hashtags in Tweet in G4:
[947] beruit
[22] lebanon
[6] lebanonexplosion
[5] beirutblast
[4] jayden
[4] covid19
[4] beirut
[4] murathe
[4] murkomen
[4] orengo

Top Hashtags in Tweet in G5:
[633] beruit
[603] prayforlebanon
[17] انفجار_بيروت
[17] بيروت
[4] lebanon
[1] prayforberiut
[1] jayden
[1] covid19
[1] beirut
[1] murathe

Top Hashtags in Tweet in G6:
[50] beruit
[25] lebanon
[4] beirut
[4] prayforlebanon
[2] beruitblast
[2] lebnon
[1] lebanonexplosion
[1] beruitexplosion
[1] jayden
[1] covid19

Top Hashtags in Tweet in G7:
[558] beruit
[40] lebanon
[9] beirut
[6] beruitblast
[4] lebanese
[2] prayforlebanon
[2] jayden
[2] covid19
[2] murathe
[2] murkomen

Top Hashtags in Tweet in G8:
[413] lebanon
[381] beirut
[107] beruit
[11] prayforlebanon
[2] jayden
[2] covid19
[2] murathe
[2] murkomen
[2] orengo
[2] aimglobal

Top Hashtags in Tweet in G9:
[74] beruit
[37] lebanon
[17] beirut
[9] prayforlebanon
[5] jayden
[5] covid19
[5] murathe
[5] murkomen
[5] orengo
[5] aimglobal

Top Hashtags in Tweet in G10:
[365] beirut
[12] beruit
[9] lebanese
[4] βηρυτος
[4] βηρυτο
[4] prayforlebanon
[2] lebanon
[2] lebnon

Top Words
Top Words in Tweet in Entire Graph:
[12042] #beruit
[6799] explosion
[6718] beruit
[5002] lebanon
[3448] people
[2880] #lebanon
[2692] prayers
[2414] pray
[2363] beirut
[1800] video

Top Words in Tweet in G1:
[2750] #beruit
[2241] explosion
[1596] car
[1150] video
[1013] #lebanon
[959] taken
[807] impact
[803] left
[800] inside
[800] shockwave

Top Words in Tweet in G2:
[1148] #beruit
[857] beruit
[370] explosion
[287] prayers
[286] people
[256] lebanon
[222] #lebanon
[162] pray
[141] those
[133] heart

Top Words in Tweet in G3:
[1729] #beruit
[1638] lebanon
[1490] pray
[1337] beirut
[1061] explosion
[1011] people
[733] 2020
[728] those
[715] prayers
[712] please

Top Words in Tweet in G4:
[947] #beruit
[892] looks
[887] mad
[887] something
[887] film
[49] explosion
[32] car
[22] video
[22] #lebanon
[19] taken

Top Words in Tweet in G5:
[1223] lebanon
[633] #beruit
[603] quick
[603] thread
[603] donate
[603] red
[603] cross
[603] blow
[603] needs
[603] support

Top Words in Tweet in G6:
[625] beruit
[614] explosion
[573] horrifying
[573] ve
[573] seen
[572] one
[572] things
[50] #beruit
[33] re
[30] please

Top Words in Tweet in G7:
[558] #beruit
[516] explosion
[467] huge
[462] lebanon
[452] few
[452] minutes
[452] back
[44] looks
[40] #lebanon
[38] mad

Top Words in Tweet in G8:
[765] massive
[480] beruit
[413] #lebanon
[395] people
[382] prayers
[381] #beirut
[379] explosive
[379] number
[379] died
[379] unknown

Top Words in Tweet in G9:
[429] beruit
[403] people
[365] right
[210] few
[210] minutes
[209] everyone
[209] dying
[208] ruined
[207] dead
[204] pray

Top Words in Tweet in G10:
[367] beruit
[365] #beirut
[356] mostly
[356] peaceful
[356] rn
[12] #beruit
[11] people
[10] pray
[10] beirut
[9] heartbreaking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1642] lebanon,#beruit
[1636] explosion,#beruit
[1440] brothers,sisters
[1344] explosion,beruit
[1133] #beruit,#lebanon
[1115] beirut,lebanon
[1087] looks,something
[1081] mad,looks
[1081] something,film
[1079] film,#beruit

Top Word Pairs in Tweet in G1:
[1364] explosion,#beruit
[835] video,taken
[798] taken,inside
[798] inside,car
[798] car,explosion
[798] #beruit,shockwave
[798] shockwave,left
[798] left,quite
[798] quite,impact
[798] impact,car

Top Word Pairs in Tweet in G2:
[97] #beruit,#lebanon
[84] explosion,beruit
[72] beruit,lebanon
[69] people,beruit
[64] beruit,explosion
[54] people,#beruit
[50] heart,goes
[48] prayers,#beruit
[48] pray,#beruit
[48] thoughts,prayers

Top Word Pairs in Tweet in G3:
[933] lebanon,#beruit
[775] pray,lebanon
[693] pray,#beruit
[684] beirut,lebanon
[683] brothers,sisters
[681] sisters,beirut
[680] hearts,prayers
[680] prayers,dear
[680] dear,brothers
[680] lebanon,allah

Top Word Pairs in Tweet in G4:
[887] mad,looks
[887] looks,something
[887] something,film
[887] film,#beruit
[28] explosion,#beruit
[16] video,taken
[16] taken,inside
[16] inside,car
[16] car,explosion
[16] #beruit,shockwave

Top Word Pairs in Tweet in G5:
[603] quick,thread
[603] thread,donate
[603] donate,lebanon
[603] lebanon,red
[603] red,cross
[603] cross,blow
[603] blow,lebanon
[603] lebanon,needs
[603] needs,support
[603] support,#prayforlebanon

Top Word Pairs in Tweet in G6:
[579] explosion,beruit
[573] ve,seen
[572] beruit,one
[572] one,horrifying
[572] horrifying,things
[572] things,ve
[27] blood,donations
[27] donations,needed
[27] needed,beruit
[27] beruit,re

Top Word Pairs in Tweet in G7:
[467] huge,explosion
[454] lebanon,#beruit
[452] #beruit,few
[452] few,minutes
[452] minutes,back
[452] back,huge
[38] mad,looks
[38] looks,something
[38] something,film
[38] film,#beruit

Top Word Pairs in Tweet in G8:
[379] massive,explosive
[379] explosive,beruit
[379] beruit,number
[379] number,people
[379] people,died
[379] died,unknown
[379] unknown,massive
[379] massive,destruction
[379] destruction,city
[379] city,prayers

Top Word Pairs in Tweet in G9:
[210] few,minutes
[204] beruit,right
[203] think,appropriate
[203] appropriate,everyone
[203] everyone,took
[203] took,few
[203] minutes,step
[203] step,away
[203] away,twitter
[203] twitter,sit

Top Word Pairs in Tweet in G10:
[356] beruit,mostly
[356] mostly,peaceful
[356] peaceful,rn
[356] rn,#beirut
[9] heartbreaking,pray
[9] pray,beruit
[9] beruit,god
[9] god,protect
[9] protect,people
[9] people,beirut

Top Replied-To
Top Replied-To in Entire Graph:
@ethefriend
@realdonaldtrump
@conflictsw
@whiterose144
@tsuyusupremacy
@sterling7
@ptiajk_official
@opara_precy
@rajafaisal01
@ladyvelvet_hfq

Top Replied-To in G1:
@air_intel
@lone_wolf110
@kkjkwarrior
@sharknewswires
@dylan_potter63
@banthebbc

Top Replied-To in G2:

Top Replied-To in G3:
@mfaarees_
@mhdksafa
@sa__diq
@zataarra
@al_ameen_yabo
@fareedah_ab

Top Replied-To in G4:
@davidkenner
@_whiterabbitt_

Top Replied-To in G6:
@stephensackur
@gully_burrows

Top Replied-To in G7:
@kkjkwarrior

Top Replied-To in G8:
@oldmankinoti

Top Replied-To in G9:
@mi_abaga
@kallabmelissa

Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@sharneal
@roblwilson
@icarlyfan2009
@evankirstel
@jjauthor
@thereal_rebel
@homegypsy
@marketcurrents
@sumanebot
@ndtv

Top Tweeters in G1:
@sumanebot
@tewton44
@davideinno85
@emet_news_press
@elgatoweebee
@djblholla
@johnrealsmith
@mrstone0856
@alykhansatchu
@lulainocente_

Top Tweeters in G2:
@der_bluthund
@sunilkumaraus
@djmistaxclusive
@dvmn_thatsshari
@quick13
@bobbymckinley33
@kemet2mkmert
@saundid
@rogergumley
@ttorroo

Top Tweeters in G3:
@alonesass1900
@janaiahrayne
@shipa123
@toolzbabe
@ibrahimjarmai_
@mitsawokett_uk
@deeva4dlord
@jranthoony_
@mindlessongz
@ramscesh

Top Tweeters in G4:
@its_coachbakari
@blikopener333
@_tomacns
@papotemarquez
@netbacker
@kdubsosolid
@blaxk_vin
@livejetlife
@yellowman617
@joliebomb

Top Tweeters in G5:
@ishagshafeeg
@purrmonsta
@dazzlinghes
@raisedtoseven
@vaiaena
@pjhskz
@hoteldejoon
@surrealouism
@frankyyyyy_
@hnozgen

Top Tweeters in G6:
@scotlandrobbed
@glynis_fisher
@normandearmond
@obeybrandy
@elleffr
@duhtrendintopic
@alantomazin
@chuucksie
@npesato
@bigchris_70

Top Tweeters in G7:
@nicobaudon
@thefliestplane
@kuddib
@babybaldhead
@piapinachiodo
@yareensb
@mounirian
@kingjaffejopher
@wepesjp
@tellsit23

Top Tweeters in G8:
@marigold1154
@lexilips
@djmincey11
@pink1963dsw
@juniorbanuelos
@shell_loyd
@and_key1991umma
@trizzetrell
@man_alive45
@abdulsamad_

Top Tweeters in G9:
@roblwilson
@uncensorediii
@qudo18
@_lifeofzain
@rayyshie
@ert02794711
@theuwanialiyu
@sinnaluvva
@jiboxy
@_blaqqbeautyy

Top Tweeters in G10:
@snies98
@arifwaheed
@kylemason365
@thesilkstalker
@_baelal
@cyproduct
@meowiscatsss
@a52hz
@frigue_cece
@wei8ht