geocode:33.54,35.32,50mi (education OR School OR %D8%AA%D8%B1%D8%A8%D9%8A%D8%A9%20OR%20%D9%85%D8%AF%D8%B1%D8%B3%D8%A9), Twitter, 9/23/2021 4:57:44 PM, 262690


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geocode:33.54,35.32,50mi (education OR School OR %D8%AA%D8%B1%D8%A8%D9%8A%D8%A9%20OR%20%D9%85%D8%AF%
geocode:33.54,35.32,50mi (education OR School OR تربية OR مد%
From:
marc_smith
Uploaded on:
September 23, 2021
Short Description:
geocode:33.54,35.32,50mi (education OR School OR تربية OR مدرسة) via NodeXL https://bit.ly/3ABPmWv
@nagisaghir
@samikhatib2
@ghosnmd
@walksca
@khaliid_it
@khademol_zeinab
@darin987654321
@crangataj
@unescobeirut
@kaadanrawan

Top hash

Description:
Description
The graph represents a network of 589 Twitter users whose recent tweets contained "geocode:33.54,35.32,50mi (education OR School OR تربية OR مدرسة)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Thursday, 23 September 2021 at 16:51 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 14-minute period from Tuesday, 14 September 2021 at 23:16 UTC to Thursday, 23 September 2021 at 15:31 UTC.

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 : 600
Unique Edges : 568
Edges With Duplicates : 687
Total Edges : 1255
Number of Edge Types : 3
Mentions : 458
Replies to : 342
Tweet : 455
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.170731707317073
Reciprocated Edge Ratio : 0.291666666666667
Connected Components : 318
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 15
Maximum Edges in a Connected Component : 113
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.041461
Graph Density : 0.0013355592654424
Modularity : 0.444914
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 589 Twitter users whose recent tweets contained "geocode:33.54,35.32,50mi (education OR School OR %D8%AA%D8%B1%D8%A8%D9%8A%D8%A9%20OR%20%D9%85%D8%AF%D8%B1%D8%B3%D8%A9)", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Thursday, 23 September 2021 at 16:51 UTC.

The tweets in the network were tweeted over the 8-day, 16-hour, 14-minute period from Tuesday, 14 September 2021 at 23:16 UTC to Thursday, 23 September 2021 at 15:31 UTC.

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 : geocode:33.54,35.32,50mi (education OR School OR %D8%AA%D8%B1%D8%A8%D9%8A%D8%A9%20OR%20%D9%85%D8%AF%D8%B1%D8%B3%D8%A9)
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:
[6] https://twitter.com/bkerki/status/1439123986177220608
[3] https://www.unrwa.org/newsroom/features/back-school-2021-%E2%80%93-unrwa-students-achievements
[2] https://en.unesco.org/news/back-school-syrian-children-bekaa-refugees-camps-resume-learning-unesco-schools
[2] https://twitter.com/marwanmatni/status/1439505715232743426
[2] https://mashable.com/article/sex-education-season-3-review?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.unrwa.org/newsroom/photos/unrwa-schools-frontline-going-back-school-gaza
[1] https://alahdath24.com/ar/education-culture/69570/%D8%B7%D8%B1%D8%A7%D8%A8%D9%84%D8%B3%D9%8A-%D8%A3%D9%83%D8%AF-%D8%A3%D9%87%D9%85%D9%8A%D8%A9-%D8%A7%D9%84%D8%A8%D8%B7%D8%A7%D9%82%D8%A9-%D8%A7%D9%84%D8%AA%D8%B1%D8%A8%D9%88%D9%8A%D8%A9-%D9%88%D8%A7%D9%84%D8%AA%D9%88%D8%AC%D9%8A%D9%87-%D8%A7%D9%84%D9%85%D9%87%D9%86%D9%8A#.YUx2qKoF6r0.twitter
[1] https://alahdath24.com/ar/education-culture/69583/%D8%AC%D9%85%D8%B9%D9%8A%D8%A9-%D8%A3%D8%B5%D8%AF%D9%82%D8%A7%D8%A1-%D8%A7%D9%84%D9%84%D8%A8%D9%86%D8%A7%D9%86%D9%8A%D8%A9-%D8%A5%D9%84%D8%BA%D8%A7%D8%A1-%D8%A7%D9%84%D8%AF%D8%B9%D9%88%D8%A9-%D9%84%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8-%D8%A7%D9%84%D8%B9%D9%85%D8%AF%D8%A7#.YUyVLHmbhzU.twitter
[1] https://alahdath24.com/ar/education-culture/69462/%D9%88%D8%B2%D9%8A%D8%B1-%D8%A7%D9%84%D8%AA%D8%B1%D8%A8%D9%8A%D8%A9-%D9%8A%D9%86%D9%81%D9%8A-%D9%88%D8%AC%D9%88%D8%AF-%D8%AD%D8%B3%D8%A7%D8%A8%D8%A7%D8%AA-%D8%A8%D8%A7%D8%B3%D9%85%D9%87-%D8%B9%D8%A8%D8%B1-%D9%85%D9%88%D8%A7%D9%82%D8%B9-%D8%A7%D9%84%D8%AA%D9%88#.YUs4VZGm_Kg.twitter
[1] https://alahdath24.com/ar/education-culture/69455/%D8%A7%D9%84%D8%AD%D9%84%D8%A8%D9%8A-%D8%B9%D8%B1%D8%B6-%D9%85%D8%B9-%D8%A7%D9%84%D8%A8%D9%86%D9%83-%D8%A7%D9%84%D8%AF%D9%88%D9%84%D9%8A-%D9%84%D8%A5%D9%85%D9%83%D8%A7%D9%86%D8%A7%D8%AA-%D8%AA%D9%88%D9%81%D9%8A%D8%B1-%D8%AF%D8%B9%D9%85-%D8%B7%D8%A7%D8%B1%D9%89#.YUsqS0aDtZc.twitter

Top URLs in Tweet in G1:
[3] https://twitter.com/bkerki/status/1439123986177220608
[2] https://mashable.com/article/sex-education-season-3-review?utm_source=dlvr.it&utm_medium=twitter
[1] https://anbaaonline.com/news/136560
[1] https://anbaaonline.com/news/136546
[1] https://twitter.com/MahaGaza/status/1437835406637154307
[1] https://www.jbeildailynews.com/%D9%85%D8%AA%D9%81%D8%B1%D9%82%D8%A7%D8%AA/%D8%A7%D9%84%D8%B1%D8%A7%D8%B9%D9%8A:-%D8%A3%D8%B5%D8%A8%D8%AD%D9%86%D8%A7-%D8%A8%D8%AD%D8%A7%D8%AC%D8%A9-%D8%A7%D9%84%D9%89-%D8%AA%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://1851franchise.com/are-education-franchises-profitable-2716665#stories
[1] https://twitter.com/adsoftheworld/status/1437098943729606658
[1] https://twitter.com/UNICEFLebanon/status/1438160710492622852
[1] https://www.theeastafrican.co.ke/tea/news/east-africa/longer-covid-19-closure-for-kenyan-students-in-uganda-3551834

Top URLs in Tweet in G4:
[1] https://www.aljazeera.com/news/2021/5/15/give-us-10-minutes-how-israel-bombed-gaza-media-tower
[1] https://appropriations.house.gov/news/press-releases/delauro-introduces-iron-dome-supplemental
[1] https://twitter.com/mlirh/status/1255225311018528768?s=20

Top URLs in Tweet in G5:
[1] https://twitter.com/bkerki/status/1439123986177220608
[1] https://twitter.com/MTVLebanonNews/status/1438049550791499776

Top URLs in Tweet in G7:
[1] https://twitter.com/portlandmercury/status/1438970582352076800

Top URLs in Tweet in G8:
[1] https://twitter.com/_AfricanSoil/status/1438111995686006795

Top URLs in Tweet in G10:
[2] https://en.unesco.org/news/back-school-syrian-children-bekaa-refugees-camps-resume-learning-unesco-schools
[1] https://fr.unesco.org/news/li-beirut-1-apres-espoirs-dune-ville-qui-se-releve
[1] https://en.unesco.org/news/request-proposals-firmsinstitutions-supporting-sdg-4-arab-region-under-covid-19-conditions
[1] https://ar.unesco.org/news/dqw-jrs-lwd-lmdrs-lljywn-lswrywn-fy-lbq-ystnfwn-ltlm-fy-mdrs-lywnskw

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] education
[15] arsunshineday
[9] backtoschool
[6] لبنان
[6] lebanon
[5] teachingexcellence
[5] مقالات_النجاح
[5] تربية_الطفل
[5] aub
[5] مدرسة_القرآن



Top Hashtags in Tweet in G1:
[7] education
[5] مدرسة_القرآن
[5] مقالات_النجاح
[5] تربية_الطفل
[4] الأسرة_والمجتمع
[3] صباح_الخير
[3] لبنان
[3] تربية_الأطفال
[2] لبنان_ينتفض
[2] sdg4

Top Hashtags in Tweet in G3:
[1] esmo2021

Top Hashtags in Tweet in G4:
[1] freepalestine

Top Hashtags in Tweet in G5:
[1] البطريركية_المارونية
[1] البطريرك_الراعي
[1] شركة_ومحبة
[1] حياد_لبنان
[1] لبنان_الكبير
[1] الراعي
[1] بكركي
[1] معا_من_أجل_لبنان
[1] المدارس
[1] رأي_شخصي

Top Hashtags in Tweet in G6:
[1] منشن
[1] حسین
[1] کربلا
[1] اربعین
[1] امام_حسین
[1] حضرت_عباس

Top Hashtags in Tweet in G8:
[1] dictatorship

Top Hashtags in Tweet in G9:
[1] jude_kayed
[1] grade_1_a
[1] things
[1] i_think_i_can
[1] kindness
[1] if_annoying_informing_the_teacher

Top Hashtags in Tweet in G10:
[1] éducation
[1] pourbeyrouth
[1] call_for_proposals
[1] covid19
[1] education
[1] سوريا
[1] لبنان
[1] اليونسكو
[1] syria
[1] lebanon

Top Words
Top Words in Tweet in Entire Graph:
[197] school
[170] من
[134] في
[125] education
[101] مدرسة
[98] على
[93] ما
[70] لا
[64] و
[53] sex

Top Words in Tweet in G1:
[65] education
[64] school
[63] في
[57] من
[49] مدرسة
[39] sex
[37] على
[23] لا
[22] تربية
[22] ما

Top Words in Tweet in G2:
[6] zanupf_official
[6] lynnestactia
[6] nickmangwana
[6] pedzisairuhanya
[6] cmasiza
[6] wellencemujuru
[6] obeyshava1
[6] tereraisithole
[6] drjaytee87
[6] mdczimbabwe

Top Words in Tweet in G3:
[3] esmo
[2] together
[2] thank
[2] kouriehr
[2] alshamsi2000
[2] drsamia
[2] nagisaghir
[2] hananqabartai
[2] ashwaq_alolayan
[2] sbazarbashi

Top Words in Tweet in G4:
[7] rashamk
[7] lsarsour
[6] billyhickey5
[6] arab
[6] countries
[6] jews
[5] against
[5] israel
[5] palestine
[5] onlinepaleng

Top Words in Tweet in G5:
[12] و
[7] بس
[7] ما
[6] في
[6] دين
[6] تربية
[5] انا
[5] الدين
[5] joemahfouz26
[5] khaliid_it

Top Words in Tweet in G6:
[12] khademol_zeinab
[10] hajammar16
[8] miladbemany
[7] مدرسه
[5] hossein_13141
[5] 32sarbaz313
[4] به
[4] و
[4] من
[3] رو

Top Words in Tweet in G7:
[7] school
[3] district
[3] kids
[3] know
[2] paying
[2] public
[2] outside
[2] fully
[2] vaccinated
[2] 95

Top Words in Tweet in G8:
[13] school
[6] never
[6] andimakinana
[5] crangataj
[4] high
[4] mahlubi_stephen
[3] house
[3] two
[3] walked
[3] tape

Top Words in Tweet in G10:
[3] refugees
[3] education
[3] kayanylebanon
[3] kfasinfo
[3] unesco
[3] co
[2] school
[2] ksrelief_en
[2] bekaa
[2] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] sex,education
[21] high,school
[11] youmissat,heatherscope
[11] gotyj_ars_vita,#arsunshineday
[10] back,school
[10] من,مدرسة
[9] return,school
[8] miladbemany,hajammar16
[8] nsrahly,dralaasadek
[8] في,مدرسة

Top Word Pairs in Tweet in G1:
[36] sex,education
[10] back,school
[7] تربية,جديدة
[7] جديدة,على
[7] على,محبة
[7] محبة,الوطن
[7] في,مدرسة
[6] الى,تربية
[5] بأمس,الحاجة
[5] إطلاق,نار

Top Word Pairs in Tweet in G2:
[6] lynnestactia,nickmangwana
[6] nickmangwana,pedzisairuhanya
[6] pedzisairuhanya,cmasiza
[6] cmasiza,wellencemujuru
[6] wellencemujuru,obeyshava1
[6] obeyshava1,tereraisithole
[6] tereraisithole,drjaytee87
[6] drjaytee87,mdczimbabwe
[5] sirverynho89,freemanchari
[5] freemanchari,zanupf_official

Top Word Pairs in Tweet in G3:
[2] kouriehr,alshamsi2000
[2] alshamsi2000,drsamia
[2] drsamia,nagisaghir
[2] nagisaghir,hananqabartai
[2] hananqabartai,ashwaq_alolayan
[2] ashwaq_alolayan,sbazarbashi

Top Word Pairs in Tweet in G4:
[7] rashamk,lsarsour
[6] billyhickey5,rashamk
[5] arab,countries
[4] myejo71,billyhickey5
[4] iron,dome
[3] against,israel
[3] mlirh,onlinepaleng
[3] countries,didn
[2] drew_cell_21,myejo71
[2] antisemitic,bias

Top Word Pairs in Tweet in G5:
[3] majidassaf,joemahfouz26
[3] joemahfouz26,khaliid_it
[2] تربية,مدنية
[2] انا,كنت
[2] بمدرسة,رهبان
[2] مدام,كلود
[2] kaadanrawan,joemahfouz26
[2] ساعة,التعليم

Top Word Pairs in Tweet in G6:
[8] miladbemany,hajammar16
[3] hossein_13141,miladbemany
[2] بوی,ماه
[2] ماه,مهر
[2] hajammar16,عمو
[2] پی,دی
[2] khademol_zeinab,miladbemany
[2] hajammar16,khademol_zeinab
[2] از,راه
[2] hossein_13141,hajammar16

Top Word Pairs in Tweet in G7:
[2] fully,vaccinated

Top Word Pairs in Tweet in G8:
[4] high,school
[4] crangataj,andimakinana
[3] mahlubi_stephen,crangataj
[2] giyani,high
[2] walked,school
[2] mitchells,plain
[2] school,never
[2] heinz,park
[2] kagisosolomons,mahlubi_stephen

Top Word Pairs in Tweet in G10:
[2] ksrelief_en,kayanylebanon
[2] kayanylebanon,kfasinfo

Top Replied-To
Top Replied-To in Entire Graph:
@khademol_zeinab
@doumit_azzi
@32sarbaz313
@hossein_13141
@pattheyissa
@elabd_salah
@amakary15
@omniaem32205667
@matzoballovitch
@jessesm08171762

Top Replied-To in G1:

Top Replied-To in G2:
@moyotinsleyk
@mchidaush
@barbingtong
@sirverynho89

Top Replied-To in G3:
@samikhatib2

Top Replied-To in G4:
@micheller3307
@mlirh
@drew_cell_21
@billyhickey5
@myejo71
@rashamk
@nabilitani1
@onlinepaleng

Top Replied-To in G5:
@majidassaf
@kaadanrawan
@bkerki
@noor77594920
@radlebanese
@albayaaalaa
@khaliid_it

Top Replied-To in G6:
@khademol_zeinab
@hossein_13141
@32sarbaz313
@boka_370
@miladbemany
@f_nasiri82
@mohsenr158

Top Replied-To in G7:
@potus
@writingwoman7
@allheavens
@melbee503
@pdxchudwatch
@zellieimani

Top Replied-To in G8:
@nolwandi
@cameronkendall
@crangataj
@givvy_givven
@andimakinana
@kagisosolomons
@mahlubi_stephen

Top Mentioned
Top Mentioned in Entire Graph:
@gotyj_ars_vita
@dralaasadek
@heatherscope
@hajammar16
@youmissat
@nsrahly
@meminiel1
@lsarsour
@elmasry_ramsis
@zanupf_official

Top Mentioned in G1:
@aliwaanewspaper
@lebanon24

Top Mentioned in G2:
@zanupf_official
@lynnestactia
@nickmangwana
@pedzisairuhanya
@cmasiza
@wellencemujuru
@obeyshava1
@tereraisithole
@drjaytee87
@mdczimbabwe

Top Mentioned in G3:
@kouriehr
@alshamsi2000
@drsamia
@nagisaghir
@hananqabartai
@ashwaq_alolayan
@sbazarbashi
@ghosnmd
@peters_solange
@myesmo

Top Mentioned in G4:
@lsarsour
@rashamk
@billyhickey5
@onlinepaleng
@myejo71
@drew_cell_21
@nabilitani1

Top Mentioned in G5:
@joemahfouz26
@khaliid_it
@mariaaylo

Top Mentioned in G6:
@hajammar16
@miladbemany
@khademol_zeinab

Top Mentioned in G7:
@zellieimani
@portlandmercury

Top Mentioned in G8:
@andimakinana
@mahlubi_stephen
@crangataj
@ndi_muvenda_
@kagisosolomons

Top Mentioned in G9:
@mayaramlawi
@ghadasahli7
@darazifarah
@hhhsinfo
@dina_jradi
@tawilnoor

Top Mentioned in G10:
@kayanylebanon
@kfasinfo
@ksrelief_en
@unesco
@unescoarabic
@ksrelief

Top Tweeters
Top Tweeters in Entire Graph:
@lebanondebate
@businessinsider
@kataeb_ar
@lebanon24
@mustaqbalweblb
@nytimes
@eremnews
@aliwaanewspaper
@mokhtarghazzawi
@lynnestactia

Top Tweeters in G1:
@kataeb_ar
@lebanon24
@mustaqbalweblb
@eremnews
@aliwaanewspaper
@mokhtarghazzawi
@almayadeennews
@lbci_news_en
@cyberrlara
@sanaajel

Top Tweeters in G2:
@lynnestactia
@cmasiza
@drjaytee87
@nickmangwana
@pedzisairuhanya
@wellencemujuru
@freemanchari
@mdczimbabwe
@zanupf_official
@tereraisithole

Top Tweeters in G3:
@hananqabartai
@drsamia
@oncoalert
@asco
@myesmo
@alshamsi2000
@peters_solange
@ashwaq_alolayan
@nagisaghir
@samikhatib2

Top Tweeters in G4:
@lsarsour
@myejo71
@mlirh
@rashamk
@billyhickey5
@nabilitani1
@onlinepaleng
@drew_cell_21
@micheller3307

Top Tweeters in G5:
@khaliid_it
@noor77594920
@radlebanese
@joemahfouz26
@kaadanrawan
@bkerki
@majidassaf
@mariaaylo
@albayaaalaa

Top Tweeters in G6:
@hajammar16
@hossein_13141
@mohsenr158
@khademol_zeinab
@boka_370
@32sarbaz313
@f_nasiri82
@miladbemany

Top Tweeters in G7:
@zellieimani
@allheavens
@portlandmercury
@melbee503
@writingwoman7
@walksca
@potus
@pdxchudwatch

Top Tweeters in G8:
@givvy_givven
@andimakinana
@ndi_muvenda_
@mahlubi_stephen
@crangataj
@cameronkendall
@kagisosolomons
@nolwandi

Top Tweeters in G9:
@hhhsinfo
@dina_jradi
@darazifarah
@tawilnoor
@mayaramlawi
@darin987654321
@ghadasahli7

Top Tweeters in G10:
@unesco
@unescoarabic
@kfasinfo
@ksrelief
@ksrelief_en
@unescobeirut
@kayanylebanon


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