%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A, Twitter, 5/15/2022 11:51:04 AM, 276361


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%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A_2022-05-15_00-00-01.xlsx
الرمادي_2022-05-15_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2022
Short Description:
الرمادي via NodeXL https://bit.ly/3LaO7lj
@akh2w
@draldulaimi1
@_alkayda
@f_risa1
@iq_anbar
@wa95100
@swan_92
@coronavirusmd
@ayman17388
@marymtaher

Top hashtags:
#الهلال
#العراق
#بغداد
#البصره
#الموصل
#الرمادي
#الناصريه
#كربلاء

Description:
Description
The graph represents a network of 5,443 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, 15 May 2022 at 07:02 UTC.

The requested start date was Sunday, 15 May 2022 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, 21-hour, 22-minute period from Sunday, 01 May 2022 at 02:36 UTC to Saturday, 14 May 2022 at 23:59 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 : 5443
Unique Edges : 2551
Edges With Duplicates : 5466
Total Edges : 8017
Number of Edge Types : 5
Tweet : 1414
Retweet : 2555
MentionsInRetweet : 2570
Replies to : 1117
Mentions : 361
Self-Loops : 1470
Reciprocated Vertex Pair Ratio : 0.0138518913159297
Reciprocated Edge Ratio : 0.0273252758801892
Connected Components : 1851
Single-Vertex Connected Components : 895
Maximum Vertices in a Connected Component : 476
Maximum Edges in a Connected Component : 1200
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 4.957848
Graph Density : 0.00012849076422836
Modularity : 0.537762
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,443 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, 15 May 2022 at 07:02 UTC.

The requested start date was Sunday, 15 May 2022 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, 21-hour, 22-minute period from Sunday, 01 May 2022 at 02:36 UTC to Saturday, 14 May 2022 at 23:59 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:
[25] https://www.skynewsarabia.com/business/1522526-%D8%BA%D8%A7%D8%B1-%D8%AC%D8%A8%D9%8A%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D9%8A%D9%94%D8%B1-%D8%AA%D8%B9%D9%8A%D8%AF-%D8%A7%D9%83%D8%AA%D8%B4%D8%A7%D9%81-%D8%A7%D9%84%D9%83%D9%86%D8%B2-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A
[15] http://hdith.com/
[10] https://www.skynewsarabia.com/business/1522526-غار-جبيلات-الجزائر-تعيد-اكتشاف-الكنز-الرمادي
[6] https://2dec.net/
[5] http://hdith.com
[5] https://twitter.com/ix_rey/status/1522019390505553921
[5] https://twitter.com/arabqoute/status/1521285911971045376
[4] https://jazeerapaints.com/saudi-ar/color-trends/?color=G-0008
[3] https://twitter.com/ikatagi12/status/1524466158828666880
[3] https://www.facebook.com/earthnews21

Top URLs in Tweet in G1:
[8] http://hdith.com/
[5] https://twitter.com/arabqoute/status/1521285911971045376
[5] https://twitter.com/ix_rey/status/1522019390505553921
[3] https://twitter.com/ikatagi12/status/1524466158828666880
[2] https://twitter.com/onlyrobina/status/1519022727784542209
[2] https://twitter.com/HONSTARI0/status/1521175787164078081
[2] https://t.me/alforat_tv2
[2] https://twitter.com/ikatagi12/status/1524466175689863168
[2] https://twitter.com/arabqoute/status/1525415626554150913
[1] https://twitter.com/hoseoki_tiny/status/1520554528604659721

Top URLs in Tweet in G4:
[1] https://twitter.com/mozafara1/status/1525132036369002497?s=20&t=NamwELjepFbjHNcIi40q-w
[1] https://twitter.com/thaer350/status/1524820246787391490?s=20&t=wLyQTqoYGsFJ4yzf0B0wqw
[1] https://twitter.com/mozafara1/status/1521161980119244802?s=20&t=mT7KsdDbN8sA87O0ipVDjA
[1] https://twitter.com/Maryam_Rajavi_A/status/1521176136948015104?s=20&t=n5Y8O4h38LRZKd3sVg0_zg
[1] https://twitter.com/mozafara1/status/1523029332397944832?s=20&t=uYEtOdZVHSF9C-IVRJxXdQ
[1] https://twitter.com/mozafara1/status/1524833617561673728?s=20&t=GCFrN8X6JYLk5DSM2JaTCg
[1] https://twitter.com/mozafara1/status/1524810895418871808?s=20&t=GCFrN8X6JYLk5DSM2JaTCg
[1] https://twitter.com/mozafara1/status/1524648599933665281?s=20&t=GCFrN8X6JYLk5DSM2JaTCg
[1] https://twitter.com/mozafara1/status/1524751456288444416?s=20&t=GCFrN8X6JYLk5DSM2JaTCg
[1] https://twitter.com/mozafara1/status/1524625284565241856?s=20&t=GCFrN8X6JYLk5DSM2JaTCg

Top URLs in Tweet in G5:
[1] https://twitter.com/fe7z_/status/1524090537149665281
[1] https://twitter.com/aead_alrawi95/status/1521998775300112384
[1] https://twitter.com/iq_anbar/status/1523636521999671298

Top URLs in Tweet in G6:
[1] https://twitter.com/ahmedaburisha/status/1523208115939954688

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[269] الهلال
[147] العراق
[109] بغداد
[93] البصره
[85] الموصل
[65] الرمادي
[57] الناصريه
[54] كربلاء
[50] لبنان
[50] السعودية



Top Hashtags in Tweet in G1:
[9] الرمادي
[8] gri
[6] تصميم_داخلي
[5] الانبار
[5] bts
[5] بديل_الجبس
[4] منزلك
[4] دهانات_جوتن
[4] ديكورات_داخلية
[4] spacex

Top Hashtags in Tweet in G3:
[268] الهلال

Top Hashtags in Tweet in G4:
[119] العراق
[102] بغداد
[91] البصره
[82] الموصل
[57] الناصريه
[53] كربلاء
[50] لبنان
[48] النجف
[48] السعودية
[48] سوريا

Top Hashtags in Tweet in G5:
[5] عيدكم_مبارك
[5] صباح_الخير
[4] الانبار
[4] الرمادي
[3] قناة_الانبار
[2] بلدية_الرمادي
[2] العراق
[1] القران_يرفع_ينفع_يشفع
[1] رمضان
[1] الرمادي_اليوم

Top Hashtags in Tweet in G6:
[2] أرشيف_شهداء_فتوى_الجهاد_الكفائي
[2] عملاء_للامريكان
[1] غبار_السعوديه_يلوثنا

Top Hashtags in Tweet in G7:
[2] جداول_أحمد

Top Hashtags in Tweet in G9:
[1] الفارسة
[1] حروف_مبعثرة
[1] الهلال

Top Hashtags in Tweet in G10:
[9] الأرواح
[9] لوحة
[9] بالأمل
[1] رواء

Top Words
Top Words in Tweet in Entire Graph:
[13209] ø
[9443] ù
[3916] الرمادي
[2531] من
[1934] في
[1006] ùšø
[893] و
[833] لا
[793] على
[734] ùš

Top Words in Tweet in G1:
[1215] ø
[904] الرمادي
[864] ù
[479] من
[437] في
[216] و
[185] على
[152] لا
[145] كل
[138] اللون

Top Words in Tweet in G2:
[11271] ø
[8092] ù
[867] ùšø
[578] øªù
[578] øª
[578] ùšù
[578] ùˆø
[578] ùš
[342] _alkayda
[289] ùƒ

Top Words in Tweet in G3:
[275] الرمادي
[273] akh2w
[272] الهلال
[270] من
[270] او
[269] بالطقم
[269] ولا
[268] اتمنا
[268] الا
[268] يسد

Top Words in Tweet in G4:
[208] في
[119] #العراق
[102] #بغداد
[95] coronavirusmd
[91] #البصره
[82] #الموصل
[69] من
[61] الله
[57] #الناصريه
[53] #كربلاء

Top Words in Tweet in G5:
[157] الرمادي
[146] في
[85] iq_anbar
[83] من
[56] علي
[42] على
[39] مستشفى
[39] حاتم
[38] كيلو
[37] مدينة

Top Words in Tweet in G6:
[130] من
[117] الرمادي
[109] في
[75] marymtaher
[40] لأن
[34] الشيعة
[29] إرهابية
[29] ضحيتها
[29] ليس
[28] البارحة

Top Words in Tweet in G7:
[174] جدا
[174] جيدة
[172] ممتازة
[172] الاخضر
[172] الى
[87] و
[86] القرمزي
[86] القياديات
[86] ماض
[86] مستقبل

Top Words in Tweet in G8:
[84] هناك
[84] ابيض
[84] واسود
[84] اسلام
[84] او
[84] كفر
[84] لكن
[84] النسوية
[84] تقدم
[84] لك

Top Words in Tweet in G9:
[84] لا
[63] l06sl
[63] الله
[63] من
[63] لي
[63] ولا
[62] وهبني
[62] هنا
[62] اشقاء
[62] خلقو

Top Words in Tweet in G10:
[60] الرمادي
[40] ب
[38] ح
[38] ف
[38] ظ
[36] في
[27] التي
[27] d___gog
[27] ياشمس
[27] ياقنديل

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5578] ù,ø
[5107] ø,ø
[5067] ø,ù
[1805] ù,ù
[600] ùšø,ù
[596] ù,ùšø
[596] ùšù,ù
[378] ø,ùš
[364] ø,ùšø
[349] ùˆù,ø

Top Word Pairs in Tweet in G1:
[474] ø,ø
[459] ø,ù
[422] ù,ø
[236] ù,ù
[98] اللون,الرمادي
[64] مت,في
[64] في,سجن
[64] سجن,الرمادي
[64] من,السوق
[64] باللون,الرمادي

Top Word Pairs in Tweet in G2:
[4913] ù,ø
[4335] ø,ù
[4335] ø,ø
[1445] ù,ù
[578] ù,ùšø
[578] ùšø,ù
[578] ùšù,ù
[289] _alkayda,ø
[289] ù,øªù
[289] øªù,øª

Top Word Pairs in Tweet in G3:
[268] اتمنا,من
[268] من,الهلال
[268] الهلال,الا
[268] الا,يسد
[268] يسد,نفوسنا
[268] نفوسنا,بالطقم
[268] بالطقم,الأسود
[268] الأسود,او
[268] او,الرمادي
[268] الرمادي,فهذا

Top Word Pairs in Tweet in G4:
[93] #العراق,#بغداد
[91] #بغداد,#البصره
[81] #البصره,#الموصل
[57] #الموصل,#الناصريه
[53] #الناصريه,#كربلاء
[49] جماعة,ربع
[49] ربع,الله
[49] الله,عباس
[49] عباس,العرداوي
[49] العرداوي,وحيدر

Top Word Pairs in Tweet in G5:
[45] في,الرمادي
[39] علي,حاتم
[37] مدينة,الرمادي
[33] عشيرة,البوجابر
[33] البوجابر,الدليمية
[33] الدليمية,تعلن
[33] تعلن,الشروع
[33] الشروع,بزراعة
[33] بزراعة,1000
[33] 1000,شجرة

Top Word Pairs in Tweet in G6:
[44] من,الرمادي
[28] البارحة,عملية
[28] عملية,إرهابية
[28] إرهابية,في
[28] في,ديالى
[28] ديالى,يذهب
[28] يذهب,ضحيتها
[28] ضحيتها,جنديين
[28] جنديين,اثنين
[28] اثنين,من

Top Word Pairs in Tweet in G7:
[88] جيدة,جدا
[86] القرمزي,القياديات
[86] القياديات,ماض
[86] ماض,و
[86] و,مستقبل
[86] مستقبل,الكحلي
[86] الكحلي,ممتازة
[86] ممتازة,جدا
[86] جدا,الاخضر
[86] الاخضر,الداكن

Top Word Pairs in Tweet in G8:
[84] هناك,ابيض
[84] ابيض,واسود
[84] واسود,اسلام
[84] اسلام,او
[84] او,كفر
[84] كفر,لكن
[84] لكن,النسوية
[84] النسوية,تقدم
[84] تقدم,لك
[84] لك,كل

Top Word Pairs in Tweet in G9:
[62] وهبني,الله
[62] الله,هنا
[62] هنا,اشقاء
[62] اشقاء,خلقو
[62] خلقو,من
[62] من,طهر
[62] طهر,الغيم
[62] الغيم,اثقلت
[62] اثقلت,صدورهم
[62] صدورهم,بأحزاني

Top Word Pairs in Tweet in G10:
[27] ياشمس,ياقنديل
[27] ياقنديل,وجه
[27] وجه,الله
[27] الله,أضيئي
[27] أضيئي,دربي
[27] دربي,الرمادي
[27] الرمادي,فالنور
[27] فالنور,غريب
[27] غريب,في
[27] في,ظلمة

Top Replied-To
Top Replied-To in Entire Graph:
@salma_days
@arabqoute
@trend_kharj
@gak_13
@absher
@iq_anbar
@nkt_767
@aziz_alrubaye
@naimrami
@akh2w

Top Replied-To in G1:

Top Replied-To in G2:
@ai2oll

Top Replied-To in G3:
@akh2w
@khalid_af9
@xcpniwv5auxs2ed

Top Replied-To in G4:
@draldulaimi1
@thaer350
@alnaheb
@follo770
@wadheem
@algbory120
@shaikha11737
@k_13_12_14
@nnn__lli

Top Replied-To in G5:
@iq_anbar
@_ahmed_2001
@sura98xywy
@toh___80
@wiaamalduliami
@susankpatto
@shuoaibsss
@ph_qud
@aead_alrawi95
@mu_suns

Top Replied-To in G6:
@marymtaher
@zuupwfwgwlbgc7a
@ohf_j
@rami7ussein
@saifali69921004
@khalid_alsalihi
@ahmedmo39580982
@nnn__lli
@ameenheet
@iraqicitize2n

Top Replied-To in G9:
@l06sl

Top Replied-To in G10:
@rooma012

Top Mentioned
Top Mentioned in Entire Graph:
@_alkayda
@akh2w
@coronavirusmd
@drahmadalsabban
@info_men_new
@iq_anbar
@marymtaher
@l06sl
@watan1932
@draldulaimi1

Top Mentioned in G1:
@taehyungsarchi1
@matmourishop
@amani4art
@m_othman21
@iamshadown_
@f416399
@quraishiksa
@a_dlaihi
@mody01657394

Top Mentioned in G2:
@_alkayda
@_mbhmd
@l974v
@_t8t8

Top Mentioned in G3:
@akh2w

Top Mentioned in G4:
@coronavirusmd
@draldulaimi1
@mozafara1
@thaer350
@follo770
@nnn__lli
@algbory120
@sokartails
@hammaditofiq
@wakk35

Top Mentioned in G5:
@iq_anbar
@nadeera84753075
@gelnar_b
@govanbar
@raghad_ghalib
@aead_alrawi95
@alshammare88x
@jory1991jory
@toh___80
@zaydanaljabiri

Top Mentioned in G6:
@marymtaher
@almuhandes_son
@yfash123shafy19
@osamah03597858
@am_hst_313
@ghg99887766
@ameenheet
@yosifsamer8
@2llxvi
@2004baghdad

Top Mentioned in G7:
@drahmadalsabban

Top Mentioned in G8:
@info_men_new

Top Mentioned in G9:
@l06sl
@f_risa1
@1l13l
@swan_92
@akh2w

Top Mentioned in G10:
@d___gog
@gan90800
@__rawaa
@_qvip_
@geda10000
@nbrtn304200611
@rooma012

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@dardoooor
@buyazed288
@ahwalcare
@fbvrncysk2rhrmd
@amir_alkafory
@h1a__
@alqa00
@annahar
@denyakdenyay

Top Tweeters in G1:
@annahar
@ask_alriyadh1
@mnalmsdr
@kuniv_f
@hiamag
@magodelmasry
@thaqfny_shukran
@iidsroon
@gotitys
@l9cc

Top Tweeters in G2:
@h1a__
@alqa00
@ai2oll
@s__almary
@xu7__
@2n502
@6_mzo7i
@_uod_
@k_a7ilan
@_3deem

Top Tweeters in G3:
@balateefm
@almalkym939
@saagr2000
@sasasaad14
@al_owayn
@sosoamodihotmai
@d000gp
@k0000z
@hssam305
@ben_anan

Top Tweeters in G4:
@alhowaimel1
@mansouralrooqi
@fasel6767
@3lialbedaiwi
@jhovimzon7zdmlj
@salwabintami
@abdullah671111
@a0__r23
@saedalisa14352
@aboosamo

Top Tweeters in G5:
@jory1991jory
@raghad_ghalib
@rayam__r
@toh___80
@sultanalazawy1
@marem_94m
@ksa02241278
@alduferi1969
@mmudar2
@v10rr

Top Tweeters in G6:
@ghg99887766
@faha45
@abujassimabu
@abbasskhatib6
@mohammed9715073
@iraq_1981
@mstryosif
@hamoodhabibi1
@ma7700077
@bayyaamer

Top Tweeters in G7:
@tatsumi511
@fahad_alrowes
@ro_khamis
@sulaimancece
@ndgn4pc4p1efdqf
@yousef0320
@drahmadalsabban
@ahakami11
@hurriza
@abomuhmmad80

Top Tweeters in G8:
@waseetnajd28
@bandarkitkat0
@abu6185
@fsmsi36km2xiquu
@hardsad36
@ba7r3571
@sabte_saad1
@fahad1387
@d7um33
@sauud22

Top Tweeters in G9:
@eumania1
@swatanjum765
@haz___y
@to_5wa6r
@noor17877
@b_15b15
@2xb___
@2xddr
@malamih12
@smo_077

Top Tweeters in G10:
@anya_lina22
@mohageer111
@rando0o171
@f1eb_
@nbrtn304200611
@cxja7hcmktggoip
@mastr__ii
@soma2102
@a_mjjd
@mayada_march


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