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%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A_2021-05-16_00-11-10.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2021
Short Description:
الرمادي via NodeXL https://bit.ly/3hvbPgU
@jea66666
@geda700
@sfer661
@7ljlj
@zwhra999
@khafaya_alroooh
@iraqinadera
@yalla_nezr3
@yasir_1_0_1
@ziiipas

Top hashtags:
#الرمادي
#مأرب
#المدعو
#سياف_الصنعاني
#العراق
#القدس
#غرفة_نوم

Description:
Description
The graph represents a network of 4,884 Twitter users whose tweets in the requested range contained "الرمادي", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 May 2021 at 07:13 UTC.

The requested start date was Sunday, 16 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 4-hour, 57-minute period from Sunday, 02 May 2021 at 00:01 UTC to Saturday, 15 May 2021 at 04:59 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 : 4884
Unique Edges : 2877
Edges With Duplicates : 3757
Total Edges : 6634
Number of Edge Types : 5
Retweet : 1703
MentionsInRetweet : 1770
Tweet : 1363
Replies to : 1256
Mentions : 542
Self-Loops : 1427
Reciprocated Vertex Pair Ratio : 0.0195136595616932
Reciprocated Edge Ratio : 0.0382803297997644
Connected Components : 1816
Single-Vertex Connected Components : 815
Maximum Vertices in a Connected Component : 259
Maximum Edges in a Connected Component : 554
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.064263
Graph Density : 0.000142398463102948
Modularity : 0.582789
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,884 Twitter users whose tweets in the requested range contained "%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 May 2021 at 07:13 UTC.

The requested start date was Sunday, 16 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 4-hour, 57-minute period from Sunday, 02 May 2021 at 00:01 UTC to Saturday, 15 May 2021 at 04:59 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 : GraphServerTwitterSearch
Graph Term : %D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A
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:
[20] http://hdith.com
[9] http://hdith.com/
[3] https://www.alittihad.ae/news/%D8%A7%D9%84%D8%B1%D9%8A%D8%A7%D8%B6%D9%8A/4188310/%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A--%D8%A8%D9%82%D8%A7%D8%A1-%D8%B9%D8%AC%D9%85%D8%A7%D9%86-%D8%B1%D8%B3%D8%A7%D9%84%D8%A9-%D9%84%D9%85%D9%86-%D8%B1%D8%B4%D8%AD%D9%86%D8%A7-%D9%84%D9%84%D9%87%D8%A8%D9%88%D8%B7
[3] https://twitter.com/3w_555/status/1389224660907220995
[2] https://twitter.com/NehroMarinette/status/1393271146561343488
[2] https://www.alittihad.ae/news/%D8%A7%D9%84%D8%B1%D9%8A%D8%A7%D8%B6%D9%8A/4188556/%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A--%D8%B9%D8%B4%D8%AA--%D8%A7%D9%84%D9%85%D9%88%D8%B3%D9%85-%D8%A7%D9%84%D8%A3%D8%B5%D8%B9%D8%A8--%D9%81%D9%8A-23-%D8%B9%D8%A7%D9%85%D8%A7
[2] https://www.alittihad.ae/news/%D8%A7%D9%84%D8%B1%D9%8A%D8%A7%D8%B6%D9%8A/4187584/%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A--%D8%A7%D9%84%D9%81%D9%88%D8%B2-%D9%8A%D8%AC%D9%86%D8%A8-%D8%B9%D8%AC%D9%85%D8%A7%D9%86-%D8%A7%D9%86%D8%AA%D8%B8%D8%A7%D8%B1--%D8%A8%D8%B5%D9%8A%D8%B5-%D8%A7%D9%84%D8%A3%D9%85%D9%84
[2] https://utviraq.net/news
[2] https://t.me/marymtaher/1348
[2] https://twitter.com/rouiwyoon/status/1389253066269069312

Top URLs in Tweet in G1:
[5] http://hdith.com/
[3] https://twitter.com/3w_555/status/1389224660907220995
[2] https://twitter.com/rouiwyoon/status/1389253066269069312
[2] https://www.medi1tv.com/ar/-food%D8%A8%D9%84%D8%A7%D8%AF%D9%8A-%D8%B7%D8%A8%D9%82-%D8%A7%D9%84%D8%A8%D8%A7%D8%AF-%D8%AA%D8%A7%D9%8A-%D8%A8%D8%A7%D9%84%D8%A5%D8%B1%D8%A8%D9%8A%D8%A7%D9%86-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A-%D9%88%D8%A7%D9%84%D8%AF%D8%AC%D8%A7%D8%AC-food-%D8%A8%D9%84%D8%A7%D8%AF%D9%8A-%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D8%AC-67686-304
[2] https://twitter.com/brjcan/status/1390043746830532608
[2] https://twitter.com/hoseokiangel/status/1390708660796547075
[2] https://twitter.com/MoSalah/status/1392185890844430342
[2] http://hdith.com
[2] https://twitter.com/NehroMarinette/status/1393271146561343488
[1] https://twitter.com/taecula/status/1388720225453973504

Top URLs in Tweet in G2:
[2] https://t.me/marymtaher/1348
[1] https://twitter.com/MaithamAlhmdy/status/1392056401976074242
[1] https://twitter.com/kalimat_w_huruf/status/1392539116521283585
[1] https://twitter.com/ah_2001_/status/1391580982193659907

Top URLs in Tweet in G5:
[1] https://twitter.com/iq_anbar/status/1390458895315963907
[1] https://twitter.com/89_89r/status/1389623791941308417

Top URLs in Tweet in G6:
[1] https://twitter.com/kamalsharf/status/1361387854593748993

Top URLs in Tweet in G7:
[1] https://amsi-iq.net/?p=7563
[1] https://www.youtube.com/watch?v=nGmfsTxQEWE&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] الرمادي
[89] مأرب
[75] المدعو
[64] سياف_الصنعاني
[42] العراق
[36] القدس
[35] غرفة_نوم
[34] دوري_الخليج_العربي
[34] صالح_درهم_الرمادي
[33] عاجل



Top Hashtags in Tweet in G1:
[27] الرمادي_مول
[17] الرمادي
[7] الانبار
[6] nbgreyday
[5] غزه_تقاوم
[4] العراق
[4] savesheikhjarrah
[4] فلسطين_قضيتي
[3] ù…ù…ù…ù…ù…ø³ø¬ù„ù‡_ø®ø®ø®ø®ø®ø¯ù…ø§øª_ù…ù…ù…ù…ù…ø¹øªù…ø¯ù‡
[3] مأرب

Top Hashtags in Tweet in G2:
[29] عاجل
[18] عزت_الدوري
[18] تل_ابيب_تشتعل
[10] هسه
[3] مـــــأرب
[3] قوات
[2] غرد_مثل_افيخاي
[1] البعثلوغية
[1] ايهاب_الوزني
[1] احمد_حسن

Top Hashtags in Tweet in G3:
[5] الرمادي

Top Hashtags in Tweet in G5:
[18] الرمادي
[12] ابراهيم_العوسج
[12] القدس
[5] العثور
[4] ورود_العراق
[3] ø§ù„ø±ù…ø§ø¯ùš
[2] øµù†ø¯ùˆù‚_ø§ø¹ø§ø¯ø©_ø§ø¹ù…ø§ø±_ø§ù„ù…ù†ø§ø·ù‚_ø§ù„ù…øªø¶ø±ø±ø©
[2] ø§ù„ø§ù†ø¨ø§ø±
[1] ùˆø±ùˆø¯_ø§ù„ø¹ø±ø§ù‚
[1] فيصل_الثاني

Top Hashtags in Tweet in G6:
[76] مأرب
[68] المدعو
[57] سياف_الصنعاني
[8] داعش
[5] عاجــــــــــــــل
[4] مقتل_اركان_حرب_لواء_ومسؤول_في_استخبارات
[4] لقيت_قيادات_عسكرية_بارزة_السبت_مصرعها
[4] مـــــأرب
[3] فلم_تقتلوهم_ولكن_الله_قتلهم
[3] بفضل

Top Hashtags in Tweet in G7:
[47] الرمادي
[28] العراق
[7] قناة_الرافدين
[3] سوریا
[3] النازحین_السوریین
[3] مخیم_الکیلو
[3] الانبار
[2] رمضان
[2] رمضان_مبارك
[2] شذرات

Top Hashtags in Tweet in G8:
[20] القدس
[11] الرمادي
[10] سعد_ناصر
[10] جرف_الصخر
[10] كورونا
[7] العراق
[1] الأنبار
[1] العثور

Top Hashtags in Tweet in G9:
[7] رحيل
[2] الفجيرة_عجمان
[1] رايكم
[1] عجمان
[1] الرمادي
[1] نادي_العين

Top Hashtags in Tweet in G10:
[11] الرمادي
[2] سيف_القدس
[1] الرمادي_ديالى
[1] مانشستر_سيتي_باريس_سان_جيرمان
[1] فلسطين_تنتفض
[1] غزه_تقاوم
[1] gazaunderattack

Top Words
Top Words in Tweet in Entire Graph:
[3502] الرمادي
[3420] ø
[2260] ù
[1623] في
[1380] من
[806] و
[656] على
[533] ما
[526] لا
[446] اللون

Top Words in Tweet in G1:
[1075] ø
[827] الرمادي
[686] ù
[399] في
[318] من
[195] و
[152] على
[138] لا
[132] اللون
[124] ما

Top Words in Tweet in G2:
[293] وين
[258] الرمادي
[152] على
[144] ابن
[84] jea66666
[83] الي
[81] إسرائيل
[80] الصواريخ
[80] تنزل
[80] كالمطر

Top Words in Tweet in G3:
[19] 07w__
[9] الرمادي
[8] kindhearted0
[8] ي
[7] تسلم
[6] 07e__
[5] jrilll
[5] #الرمادي
[5] الله
[5] maro85162420

Top Words in Tweet in G4:
[121] geda700
[120] يوما
[120] ما
[120] ستمطر
[120] حبا
[120] وأنا
[120] بلا
[120] مظله
[120] عمري
[120] أربعه

Top Words in Tweet in G5:
[287] ø
[170] ù
[63] الرمادي
[46] في
[45] من
[28] هذا
[27] مدينة
[24] الله
[24] ùš
[23] ùˆø

Top Words in Tweet in G6:
[81] صالح
[81] درهم
[78] الرمادي
[76] #مأرب
[73] العميد
[71] اركان
[71] حرب
[70] في
[69] لواء
[68] #المدعو

Top Words in Tweet in G7:
[91] في
[47] #الرمادي
[44] فرع
[43] amsiiraq
[42] تقرير
[41] الهيئة
[41] نت
[41] هيئة
[41] علماء
[41] المسلمين

Top Words in Tweet in G8:
[56] الرمادي
[44] ي
[44] ه
[42] مدينة
[42] صلي
[36] في
[33] و
[32] من
[32] قائمقام
[30] ب

Top Words in Tweet in G9:
[70] الرمادي
[55] في
[47] عجمان
[43] ايمن
[39] مبروك
[32] مدرب
[23] الفريق
[23] action_news
[22] أيمن
[21] على

Top Words in Tweet in G10:
[48] الرمادي
[37] من
[19] في
[17] و
[14] شنو
[14] الدولة
[14] ø
[13] الأنبار
[13] جامع
[13] ù

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1385] ø,ø
[1294] ø,ù
[1135] ù,ø
[541] ù,ù
[269] اللون,الرمادي
[179] ابن,الرمادي
[151] وين,ابن
[127] باللون,الرمادي
[122] يوما,ما
[121] ما,ستمطر

Top Word Pairs in Tweet in G1:
[470] ø,ø
[398] ø,ù
[339] ù,ø
[182] ù,ù
[80] اللون,الرمادي
[41] ø,ùš
[39] ùˆù,ø
[38] ù,ùˆù
[30] ùš,ø
[28] باللون,الرمادي

Top Word Pairs in Tweet in G2:
[141] ابن,الرمادي
[130] وين,ابن
[80] الصواريخ,تنزل
[80] تنزل,على
[80] على,إسرائيل
[80] إسرائيل,كالمطر
[80] كالمطر,وافخاي
[80] وافخاي,ادراعي
[80] ادراعي,يصيح
[80] يصيح,وين

Top Word Pairs in Tweet in G3:
[4] ي,الرمادي
[4] ي,#الرمادي
[4] aml__991,07w__
[3] 07e__,تسلم
[3] 07w__,ra7iil2020
[3] ra7iil2020,maro85162420
[3] maro85162420,dwii5q
[3] dwii5q,ganrl9
[3] ganrl9,m4na444
[3] m4na444,zahraawt

Top Word Pairs in Tweet in G4:
[120] يوما,ما
[120] ما,ستمطر
[120] ستمطر,حبا
[120] حبا,وأنا
[120] وأنا,بلا
[120] بلا,مظله
[120] مظله,عمري
[120] عمري,أربعه
[120] أربعه,وعشرون
[120] وعشرون,خيبه

Top Word Pairs in Tweet in G5:
[117] ø,ø
[102] ø,ù
[101] ù,ø
[32] ù,ù
[16] قريبا,هذا
[15] مدينة,الرمادي
[13] ø,ùš
[13] اذا,انت
[12] ùˆø,ù
[12] ùš,ø

Top Word Pairs in Tweet in G6:
[81] صالح,درهم
[78] درهم,الرمادي
[71] العميد,صالح
[69] اركان,حرب
[69] حرب,لواء
[68] لواء,#المدعو
[68] #المدعو,العميد
[61] مقتل,اركان
[60] #مأرب,مقتل
[60] نائب,مسؤول

Top Word Pairs in Tweet in G7:
[41] الهيئة,نت
[41] نت,فرع
[41] فرع,هيئة
[41] هيئة,علماء
[41] علماء,المسلمين
[41] المسلمين,في
[41] في,الأنبار
[41] الأنبار,يقد
[41] يقد,م
[41] م,المنح

Top Word Pairs in Tweet in G8:
[32] مدينة,الرمادي
[32] قائمقام,مدينة
[22] الرمادي,ابراهيم
[22] ابراهيم,العوسج
[22] العوسج,سنصل
[22] سنصل,ي
[22] ي,في
[22] في,القدس
[22] القدس,قريب
[22] قريب,ا

Top Word Pairs in Tweet in G9:
[35] ايمن,الرمادي
[22] أيمن,الرمادي
[17] مدرب,عجمان
[15] في,دوري
[14] الخليج,العربي
[14] الف,مبروك
[13] دوري,الخليج
[12] الرمادي,مدرب
[12] عجمان,رسميا
[12] رسميا,يبقى

Top Word Pairs in Tweet in G10:
[13] جامع,الدولة
[12] في,الرمادي
[11] تدري,شنو
[11] شنو,يعني
[11] يعني,امرأة
[11] امرأة,من
[11] من,#الرمادي
[11] #الرمادي,صوتها
[11] صوتها,عالي
[11] عالي,وتطالب

Top Replied-To
Top Replied-To in Entire Graph:
@ontheflloor
@xbrhm1
@football_l5
@07w__
@ali_al_hilfy
@bttaekook_
@1iteacher
@bts_twt
@sokar_88
@mosalah

Top Replied-To in G1:

Top Replied-To in G2:
@ali_al_hilfy
@jea66666
@kanari_hashd313
@naeem87393975
@marymtah
@alifadhil_iq
@zpmv4b7un0fcing
@almohandis_313
@fareeeeid
@al_thawaq

Top Replied-To in G3:
@07w__
@mohqadr

Top Replied-To in G5:
@alsaadrafah
@ziiipas
@3ishek
@khafaya_alroooh
@dr_daark
@malkobaysi
@durasafana
@ffi_h2
@kgodhhzuiz4b2jg
@zeinab_alghanem

Top Replied-To in G7:
@amsiiraq

Top Replied-To in G8:
@zwhra999
@iraqiwazir
@mohammedoct25
@danial54749613
@abdlqaderalnael

Top Replied-To in G9:
@ajmanclub
@amer_abdulla
@action_news
@nkashwani

Top Replied-To in G10:
@aead_alrawi95
@mohammed_na3
@theshadood
@omalmogh
@justforfunher
@zo_0oa
@mloza99
@shakwmakw
@fcbw_a7
@nay9312

Top Mentioned
Top Mentioned in Entire Graph:
@geda700
@jea66666
@sfer661
@amsiiraq
@almrane_abu_h
@al_rafidaintv
@alabdullatif
@hani_al_haddad
@nehromarinette
@arabprojectiq

Top Mentioned in G1:
@my_style_m08
@glareletters
@iswnews_fa
@safaa60485590
@rouhanada123
@i_msk1
@alafrnjy
@algrahsulgra2

Top Mentioned in G2:
@jea66666
@sfer661
@mohassad71
@roqaya__66
@fareeeeid
@marymtah
@ali_al_hilfy
@sumeri129
@marib_news1

Top Mentioned in G3:
@07w__
@kindhearted0
@jrilll
@maro85162420
@maksouralbi
@solaf3456
@zahraawt
@bodor_501
@7ljlj

Top Mentioned in G4:
@geda700
@sir_karar

Top Mentioned in G5:
@khafaya_alroooh
@818i8
@dr_daark
@iq_anbar
@0_0karbalaei
@malkobaysi
@ahmd5j87
@freedom_october
@6aldeoanstm8ztx
@ahmad92051296

Top Mentioned in G6:
@almrane_abu_h
@16alheta
@aalwsabi993
@3g3zffzqyp4xdyg
@kpzzwczka9ctx4j
@dnwxqfx7np4owiq
@adnaan638

Top Mentioned in G7:
@amsiiraq
@al_rafidaintv
@majidda77
@ahbabalrafidain
@ansaralrafidain

Top Mentioned in G8:
@zwhra999
@iraqiwazir
@abdlqaderalnael
@zina_saab
@danial54749613
@mohammedoct25
@yr9k_
@0_0karbalaei
@tdbvvm13n2atcsy
@abdulla61534481

Top Mentioned in G9:
@action_news
@amer_abdulla
@uaekick
@ajmanclub
@jasomalsuwaidi
@aaahmed65_
@swaslawi
@nkashwani
@alwsl_123
@ajmanclub_en

Top Mentioned in G10:
@yr9k_
@iraqpces
@screenmix
@jewirk
@aead_alrawi95
@smgbsh
@secularism_iraq
@hazemfurler
@hassan_dhiya
@malkobaysi

Top Tweeters
Top Tweeters in Entire Graph:
@stccare_ksa
@3_i_n
@rtwit_1
@newsemaratyah
@3day2020
@ranasilvia63
@maasm909
@mohammed1367__
@ludmarx1
@viralvideovlogs

Top Tweeters in G1:
@emaratalyoum
@samafndi
@aragab
@kalbaae
@alit729
@loome_ei
@iviohd9
@yasirius
@rootacf
@engbadr_

Top Tweeters in G2:
@arkansumer
@bnt_alansar
@313_raya313
@abdalabbas_1
@al_hishmee
@iraq_1981
@iengineer8
@hamoodhabibi1
@baghdad20dc
@mstryosif

Top Tweeters in G3:
@fooza_ann
@07w__
@oil_____e
@soosoo0565
@alknanii07
@7m__f
@jilfff
@5_____ee
@rahiq_0
@jourif16

Top Tweeters in G4:
@gnoja_22
@anya_lina22
@roooddy174
@read_991
@lnr___js
@sfl__11
@nadaaalhussainy
@7hams3
@xxkhairy
@spureness

Top Tweeters in G5:
@313mlika
@rattibha
@sital7usn
@firas82mr
@kamilfahad3
@alroman37415653
@ali73_ag
@dr_daark
@6aldeoanstm8ztx
@nada77929108

Top Tweeters in G6:
@ahameedrahman
@mmoohhmmeeddq
@sel_ma88
@9f25e563c374456
@apuhetham
@faisl40225
@dcmu3o5pnjdwtqh
@ameenalswedi
@omair_shafal
@mnsora3344

Top Tweeters in G7:
@iraqsurveys
@mdubaida
@majidda77
@raadahmad20162
@syfrre0965
@shakiralani
@hatemaldharee
@abualiqzan
@ahbabalrafidain
@amsiiraq

Top Tweeters in G8:
@um__mustafa
@795essa
@iraqimahmood
@hilal59hilal
@hussainalanbar3
@alaajaaz
@ghyasser
@34jabar13
@zwhra999
@diqar70

Top Tweeters in G9:
@3_i_n
@sultanalbarki
@moh24abd
@vip7555
@therespectable_
@soome1430
@action_news
@almenhalim
@mansoor_alshrif
@slmshed188

Top Tweeters in G10:
@imj101
@fcbw_a7
@innerchildv5
@hasanheshmat
@theshadood
@shakwmakw
@smgbsh
@mloza99
@alshujairy2
@buhla6_taleb


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