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%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A_2022-01-16_00-11-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2022
Short Description:
الرمادي via NodeXL https://bit.ly/3fvRg1G
@alaniabrar
@__rawaa
@marem_94m
@j9a__
@liraqi12_2
@iraq_1981
@mena__612
@orhanyahia
@buyazed288
@sawtbeirut

Top hashtags:
#سـكََََََََََـــسًْ
#الرمادي
#bmw
#الطائي
#تقنية
#المغرب

Description:
Description
The graph represents a network of 5,245 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 January 2022 at 08:15 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 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 11-day, 13-hour, 16-minute period from Tuesday, 04 January 2022 at 11:43 UTC to Sunday, 16 January 2022 at 00:59 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 : 5245
Unique Edges : 2050
Edges With Duplicates : 6338
Total Edges : 8388
Number of Edge Types : 5
Tweet : 1139
Replies to : 922
Retweet : 3021
MentionsInRetweet : 3013
Mentions : 293
Self-Loops : 1224
Reciprocated Vertex Pair Ratio : 0.0146948941469489
Reciprocated Edge Ratio : 0.0289641629847815
Connected Components : 1445
Single-Vertex Connected Components : 665
Maximum Vertices in a Connected Component : 1615
Maximum Edges in a Connected Component : 3561
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.863583
Graph Density : 0.000148119708647006
Modularity : 0.526434
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,245 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 January 2022 at 08:15 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 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 11-day, 13-hour, 16-minute period from Tuesday, 04 January 2022 at 11:43 UTC to Sunday, 16 January 2022 at 00:59 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:
[15] http://hdith.com/
[8] http://hdith.com
[8] https://jazeerapaints.com/saudi-ar/color-trends/?color=CT-2210
[7] https://twitter.com/arabqoute/status/1480892282018619397
[4] https://makkahnewspaper.com/article/1555118/
[3] https://www.alwakad.net/articles/1940849.html
[3] https://www.alaraby.co.uk/opinion/%D8%AE%D8%A8%D8%A6-%D8%AF%D9%8A%D9%83%D8%AA%D8%A7%D8%AA%D9%88%D8%B1%D9%83-%D8%A7%D9%84%D8%A3%D8%AD%D9%85%D8%B1-%D9%84%D9%8A%D9%88%D9%85%D9%83-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A
[3] https://akhbarelyom.com/news/NewDetails/3630865/1/
[3] https://xsyunm.com/index/detail.html?sno=MTAwMDMzMTE1Mw==&coll_id=999950484&from=twitterpage&opt_id=32966
[2] https://alrased.news/2022/01/10/%d9%88%d8%b2%d8%a7%d8%b1%d8%a9-%d8%a7%d9%84%d8%a7%d8%b9%d9%85%d8%a7%d8%b1-%d8%aa%d8%b4%d8%a7%d8%b1%d9%81-%d8%b9%d9%84%d9%89-%d8%a7%d9%86%d8%ac%d8%a7%d8%b2-%d9%85%d8%b4%d8%b1%d9%88%d8%b9-%d8%b4%d8%a8/

Top URLs in Tweet in G1:
[8] http://hdith.com/
[7] https://twitter.com/arabqoute/status/1480892282018619397
[3] http://hdith.com
[2] https://shafaq.com/ar/%D8%A3%D9%85%D9%80%D9%86/%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1-%D9%88%D8%A7%D8%B3%D8%B9-%D9%84%D8%B9%D9%86%D8%A7%D8%B5%D8%B1-%D8%AF%D8%A7%D8%B9%D8%B4-%D9%81%D9%8A-%D8%A7%D9%84-%D9%86%D8%A8%D8%A7%D8%B1-%D9%88%D8%A7%D8%B9%D8%AA%D9%82%D8%A7%D9%84-%D8%B9%D9%86%D8%B5%D8%B1-%D8%A8%D8%A7%D8%B1%D8%B2-%D8%A8%D8%A7%D9%84%D8%AA%D9%86%D8%B8%D9%8A%D9%85
[2] https://twitter.com/A_AlphaBaha/status/1479509206935953411
[2] https://tfaselalhkeh.com/
[2] https://www.nice.com.sa/ar/
[1] https://www.transparencynews.com
[1] https://www.elqurtasnews.com
[1] https://twitter.com/4aesp/status/1478371795443101698

Top URLs in Tweet in G7:
[1] https://twitter.com/marymtaher/status/1480648791883665408

Top URLs in Tweet in G9:
[1] https://twitter.com/fmakhzoumi/status/1478733781498576902

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] سـكََََََََََـــسًْ
[37] الرمادي
[35] bmw
[33] الطائي
[32] تقنية
[32] المغرب
[30] الطبخة_اماراتية
[21] مغربي_أقاطع_الجزيرة
[21] المملكة_المغربية
[13] الامارات



Top Hashtags in Tweet in G1:
[8] الرمادي
[4] حزب_تقدم
[4] خواتم
[3] بدنا_المعتقلين
[3] عجمان
[3] الامارات
[3] الجو_ناقصه_حبيب
[2] rm
[2] 알엠
[2] namjoon

Top Hashtags in Tweet in G2:
[11] انقذوا_ريم_الانبار
[1] رؤية_الانبار
[1] العراق
[1] iraq

Top Hashtags in Tweet in G3:
[1] سيف
[1] fares1

Top Hashtags in Tweet in G4:
[2] ثمودي
[1] رواء
[1] عن_سماحة_نفسي_دآم_ظلي
[1] الفجر_الحالم
[1] مشاغبة_ظل
[1] ساحرة_الحروف
[1] رؤية_حرف

Top Hashtags in Tweet in G5:
[1] ديكورات
[1] ديكور
[1] تصميم_داخلي
[1] تصميم
[1] فن

Top Hashtags in Tweet in G7:
[3] حمد_باع_القضيه
[2] الرمادي
[2] الأنبار
[1] صوت_السنة_سيعلو
[1] أبن_الرمادي

Top Hashtags in Tweet in G8:
[29] الطبخة_اماراتية
[1] لاامارتية_ولاامريكية_ولابريطانية

Top Words
Top Words in Tweet in Entire Graph:
[3966] الرمادي
[2148] من
[1539] في
[1038] و
[831] على
[801] اللون
[768] شخص
[619] كل
[600] عن
[585] ذلك

Top Words in Tweet in G1:
[689] الرمادي
[334] في
[309] من
[161] على
[151] و
[134] اللون
[97] لا
[88] ما
[87] ا
[86] يا

Top Words in Tweet in G2:
[529] من
[514] ريم
[439] راح
[436] بأسم
[436] الإنسانية
[436] لكل
[436] شخص
[436] يشوف
[436] هاي
[436] التغريدة

Top Words in Tweet in G3:
[474] ذلك
[239] كل
[238] الرمادي
[237] هناك
[237] دائما
[237] الشخص
[237] بحياتك
[237] لايكتمل
[237] بياضه
[237] ولاسواده

Top Words in Tweet in G4:
[355] ح
[353] ف
[352] ب
[352] ظ
[216] أين
[191] اللون
[178] ك
[177] بين
[176] أنا
[176] لست

Top Words in Tweet in G5:
[355] الرمادي
[311] والبيج
[191] هذي
[176] درجات
[163] في
[156] افضل
[155] الدهانات
[155] والموكا
[155] موجوده
[155] جوتن

Top Words in Tweet in G6:
[354] عايش
[354] و
[354] مش
[354] موجود
[178] ده
[178] يا
[177] انا
[177] بكره
[177] أسلوب
[177] الباب

Top Words in Tweet in G7:
[96] الرمادي
[72] في
[56] ممنوع
[36] من
[36] شوكت
[36] تبطلون
[34] الحلبوسي
[33] الشيعة
[31] حتى
[30] ع

Top Words in Tweet in G8:
[125] الرمادي
[111] مخدرات
[109] على
[108] القوات
[108] الامنية
[108] القبض
[108] تاجر
[108] بارز
[108] وسط
[108] مدينة

Top Words in Tweet in G9:
[85] اللبنانيين
[79] tonybouloss
[79] على
[79] عن
[79] سياسة
[79] التي
[78] المسؤولين
[78] التحدث
[78] بوضوح
[78] وجرأة

Top Words in Tweet in G10:
[144] من
[144] قبل
[72] لايعس
[72] الدرب
[72] ممشاه
[72] يطيح
[72] في
[72] جمرن
[72] عفاه
[72] الرمادي

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[449] لكل,شخص
[446] بأسم,الإنسانية
[446] الإنسانية,لكل
[446] شخص,راح
[446] راح,يشوف
[446] مثلما,نقذنا
[446] نقذنا,مريم
[446] مريم,خلونا
[446] خلونا,ننقذ
[446] ننقذ,ريم

Top Word Pairs in Tweet in G1:
[91] اللون,الرمادي
[42] باللون,الرمادي
[31] ظهر,باللون
[23] لو,كنت
[21] في,سجن
[20] وإذا,ظهر
[20] مت,في
[20] من,السوق
[20] سجن,الرمادي
[19] في,الرمادي

Top Word Pairs in Tweet in G2:
[436] بأسم,الإنسانية
[436] الإنسانية,لكل
[436] لكل,شخص
[436] شخص,راح
[436] راح,يشوف
[436] يشوف,هاي
[436] هاي,التغريدة
[436] التغريدة,ينشرها
[436] ينشرها,مثلما
[436] مثلما,نقذنا

Top Word Pairs in Tweet in G3:
[237] هناك,دائما
[237] دائما,ذلك
[237] ذلك,الشخص
[237] الشخص,الرمادي
[237] الرمادي,بحياتك
[237] بحياتك,لايكتمل
[237] لايكتمل,بياضه
[237] بياضه,ولاسواده
[237] ولاسواده,عالق
[237] عالق,بمنتصف

Top Word Pairs in Tweet in G4:
[176] أنا,لست
[176] لست,ب
[176] ب,رمادية
[176] رمادية,ح
[176] ح,زن
[176] زن,إنما
[176] إنما,ح
[176] ح,يادية
[176] يادية,ك
[176] ك,هذا

Top Word Pairs in Tweet in G5:
[160] درجات,الرمادي
[156] الرمادي,والبيج
[155] هذي,افضل
[155] افضل,الدهانات
[155] الدهانات,درجات
[155] والبيج,والموكا
[155] والموكا,والبيج
[155] والبيج,الرمادي
[155] الرمادي,موجوده
[155] موجوده,في

Top Word Pairs in Tweet in G6:
[177] انا,بكره
[177] بكره,أسلوب
[177] أسلوب,الباب
[177] الباب,المتوارب
[177] المتوارب,ده
[177] ده,جدا
[177] جدا,شغل
[177] شغل,أنا
[177] أنا,عايش
[177] عايش,و

Top Word Pairs in Tweet in G7:
[36] شوكت,تبطلون
[35] في,الرمادي
[28] ليس,فقط
[28] فقط,ممنوع
[28] ممنوع,ع
[28] ع,درقام
[28] درقام,ان
[28] ان,يتظاهر
[28] يتظاهر,في
[28] الرمادي,ممنوع

Top Word Pairs in Tweet in G8:
[108] القوات,الامنية
[108] القبض,على
[108] على,تاجر
[108] تاجر,مخدرات
[108] مخدرات,بارز
[108] بارز,وسط
[108] وسط,مدينة
[108] مدينة,الرمادي
[108] الرمادي,بمحافظة
[108] بمحافظة,الأنبار

Top Word Pairs in Tweet in G9:
[78] على,المسؤولين
[78] المسؤولين,اللبنانيين
[78] اللبنانيين,التحدث
[78] التحدث,بوضوح
[78] بوضوح,وجرأة
[78] وجرأة,والتخلي
[78] والتخلي,عن
[78] عن,سياسة
[78] سياسة,اللسانين
[78] اللسانين,التي

Top Word Pairs in Tweet in G10:
[72] من,لايعس
[72] لايعس,الدرب
[72] الدرب,من
[72] من,قبل
[72] قبل,ممشاه
[72] ممشاه,يطيح
[72] يطيح,في
[72] في,جمرن
[72] جمرن,عفاه
[72] عفاه,الرمادي

Top Replied-To
Top Replied-To in Entire Graph:
@phza3
@arabqoute
@q_ar7a
@blackro61
@xii7f1
@ah___med_a
@ask_alriyadh1
@samsungsaudi
@jussts4
@mediaofspeaker

Top Replied-To in G2:
@abdall_almaliki
@yr9k_
@sadq_iq
@hqtuthaxsueznhw
@casper_baghdad

Top Replied-To in G5:
@q_ar7a
@4dicoar1

Top Replied-To in G7:
@ufsrtsd
@alshayakhliu1
@thaer350
@basra31379
@basra5679
@talakani313
@khawarezmee85
@naa10519315
@liraqi12_2
@kilo98_

Top Replied-To in G9:
@tonybouloss
@nadimkoteich

Top Mentioned
Top Mentioned in Entire Graph:
@alaniabrar
@j9a__
@__rawaa
@mena__612
@q_ar7a
@tonybouloss
@abwealisaadi
@slma_24_soso
@eng_7up
@4dicoar1

Top Mentioned in G1:
@the_6a6
@lunalina80
@5089ftoosh
@nadatarekxx
@7amad_abdulaziz
@alhanofra
@nawafnft
@mansour39179621
@_fah5
@1re_shopping

Top Mentioned in G2:
@alaniabrar
@sam_iq9
@iraqi_in_russia
@hekm_at
@alanbarvision
@alamdysyf
@alikb98
@yassir_alattar
@yr9k_
@mfszal

Top Mentioned in G3:
@j9a__
@faltorki
@__rawaa

Top Mentioned in G4:
@__rawaa
@slma_24_soso
@zh_88zh_2
@enamjad198174
@f4j0_
@05b__
@gedaofficial
@khk9955
@alaniabrar
@j9a__

Top Mentioned in G5:
@q_ar7a
@4dicoar1
@lacon_1
@mhmdkam90243244
@syri_9
@hussenalaloush7

Top Mentioned in G6:
@mena__612
@melhamy
@alaniabrar

Top Mentioned in G7:
@iraq_1_3
@liraqi12_2
@alshayakhliu1
@basra31379
@marymtaher
@ameerali_313
@v8bkc
@qhgshbqofxbbamz
@jood333zainab
@naa10519315

Top Mentioned in G8:
@abwealisaadi
@faiez48987602
@lmyaally1
@ryhana__m
@mariamom17
@ameenheet
@liraqi12_2

Top Mentioned in G9:
@tonybouloss
@rashadtellawi
@ahmed21008146
@nadimkoteich
@lebanondawn3

Top Mentioned in G10:
@eng_7up

Top Tweeters
Top Tweeters in Entire Graph:
@3_i_n
@falconhamada_90
@mobily1100
@aljawareh11
@shma_211
@ssm1106
@halasyriagmail1
@ranafarah17
@kalid9782
@abdalmaged

Top Tweeters in G1:
@emaratalyoum
@gorjessg
@aljarida
@algandoraa
@aleradanews
@topgaming43
@cacttuus
@fhalrefaie
@_joolya5
@sal_g7

Top Tweeters in G2:
@buyazed288
@monsora770
@alkesarmessi
@n2emw6b88qf7dyk
@mahbam1
@fyal_q
@_thiro0
@sultanalazawy1
@kamilfahad3
@ghhm1

Top Tweeters in G3:
@shma_211
@abdalmaged
@abdhsalh11
@alghada_33
@saad319646
@99brhoomm
@denyakdenyay
@aboreemm12
@8siila
@needa282

Top Tweeters in G4:
@jalmouswi_313
@h_musawi_93
@life_life_eyes
@1the_king_1
@amir_alkafory
@gnoja_22
@anya_lina22
@mohageer111
@9ali_
@ea2auc

Top Tweeters in G5:
@mo0ohnnd
@mnal1q1q
@flowerdede
@heem2012
@ruyabntjeddah13
@alshahri07m
@r7__a7
@jawahermoh94
@banderqp
@ra_1403

Top Tweeters in G6:
@al3ml_
@eslamgoudaa
@km7
@ahmdfaroq_
@hasoona_11
@bcq6r
@ksa27
@eslam_hassann
@3esammaroo
@a8bo0o

Top Tweeters in G7:
@zuelfakarr
@iraq_1981
@mohammed9715073
@iengineer8
@watanyaljareeh
@mushtaq177777
@basilkamalaldin
@afnan313___
@withammahdi
@hwra_a_a

Top Tweeters in G8:
@a__many12
@fars900fars
@hussain87082554
@alkarbalait
@ali38048991
@hassv7
@duyep89_313
@mddragon17
@tq0s3uo5e0zqrfo
@313ffa

Top Tweeters in G9:
@ayeshalshlwi77
@eyadhashim1
@kwstr975
@najialanbar
@badrroda
@d_606
@mooood1982
@na212_na
@rashadtellawi
@nadimkoteich

Top Tweeters in G10:
@sadd13991182
@layalenjd
@mzionh0
@sarah_abdollah
@siso_432
@abukhadiga2000
@fofo_20128
@foosb5
@g_zit0
@emyemy38194393