%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A, Twitter, 10/10/2021 7:57:10 AM, 264200


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%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A_2021-10-10_00-11-05.xlsx
الرمادي_2021-10-10_00-11-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
الرمادي via NodeXL https://bit.ly/3BwUb3y
@abundance_81
@ahadtv
@yassereljuboori
@ah___med_a
@mustafa6r4r3e2w
@eg_geda
@a0__r23
@obai1d
@omar_almansuri
@jedwmazh

Top hashtags:
#الرمادي
#العراق
#الأنبار
#بالفيديو
#انفجار

Description:
Description
The graph represents a network of 4,848 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, 10 October 2021 at 07:15 UTC.

The requested start date was Sunday, 10 October 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 8-day, 10-hour, 13-minute period from Thursday, 30 September 2021 at 19:02 UTC to Saturday, 09 October 2021 at 05:15 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 : 4848
Unique Edges : 2285
Edges With Duplicates : 6419
Total Edges : 8704
Number of Edge Types : 5
Tweet : 1307
Retweet : 2978
MentionsInRetweet : 3163
Replies to : 779
Mentions : 477
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.0139356078808265
Reciprocated Edge Ratio : 0.0274881516587678
Connected Components : 1270
Single-Vertex Connected Components : 647
Maximum Vertices in a Connected Component : 978
Maximum Edges in a Connected Component : 2564
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.124184
Graph Density : 0.000179587795792164
Modularity : 0.519694
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,848 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, 10 October 2021 at 07:15 UTC.

The requested start date was Sunday, 10 October 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 8-day, 10-hour, 13-minute period from Thursday, 30 September 2021 at 19:02 UTC to Saturday, 09 October 2021 at 05:15 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:
[34] https://instagram.com/ahad.tv
[10] http://hdith.com
[6] https://twitter.com/arabqoute/status/1444729978483003393
[6] https://utviraq.net/news
[5] https://wmktech.com/news/balfydyo-tfgyr-anthary-ysthdf-mdyn-alrmady-balaarak-xlqk-1633278261
[4] http://alrafidain.tv
[3] https://aawsat.com/home/article/3234456/%D9%85%D9%86-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A-%D8%A5%D9%84%D9%89-%D8%A7%D9%84%D8%A3%D8%B5%D9%81%D8%B1-%D8%A7%D9%83%D8%AA%D8%B4%D8%A7%D9%81-%D9%86%D9%88%D8%B9-%D9%86%D8%A7%D8%AF%D8%B1-%D9%85%D9%86-%D8%A7%D9%84%D8%A3%D9%84%D9%85%D8%A7%D8%B3-%D9%8A%D8%AA%D8%BA%D9%8A%D9%91%D8%B1-%D9%84%D9%88%D9%86%D9%87-%D8%B9%D9%86%D8%AF-%D8%AA%D8%A8%D8%B1%D9%8A%D8%AF%D9%87?utm_source=dlvr.it&utm_medium=twitter
[3] https://yaqinnews.net
[3] https://arabic.rt.com/technology/1280788-D8A7D983D8AAD8B4D8A7D981-D8ADD8ACD8B1-D985D8A7D8B3-D985D8AAD8BAD98AD8B1-D8A7D984D984D988D986-D986D8A7D8AFD8B1-D98AD8AAD8ADD988D984-D985D986-D8A7D/
[3] https://khatt30.com/post/%d8%a7%d9%83%d8%aa%d8%a6%d8%a7%d8%a8-%d9%83%d8%a8%d8%a7%d8%b1-%d8%a7%d9%84%d8%b3%d9%86/

Top URLs in Tweet in G1:
[6] https://twitter.com/arabqoute/status/1444729978483003393
[3] https://aenanews.com/
[3] https://khatt30.com/post/%d8%a7%d9%83%d8%aa%d8%a6%d8%a7%d8%a8-%d9%83%d8%a8%d8%a7%d8%b1-%d8%a7%d9%84%d8%b3%d9%86/
[3] https://yaqinnews.net
[2] https://twitter.com/arabqoute/status/1444014353368461315
[2] https://www.syria.tv/%D8%A7%D9%86%D8%AA%D8%AD%D8%A7%D8%B1%D9%8A-%D9%8A%D9%81%D8%AC%D9%91%D8%B1-%D8%B3%D9%8A%D8%A7%D8%B1%D8%A9-%D9%85%D9%84%D8%BA%D9%85%D8%A9-%D9%81%D9%8A-%D9%85%D8%AF%D9%8A%D9%86%D8%A9-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A-%D8%A8%D8%A7%D9%84%D8%B9%D8%B1%D8%A7%D9%82
[2] https://twitter.com/rmxxxrm/status/1444764935775469570
[2] https://www.sayidaty.net/node/1285236/%D8%AC%D9%85%D8%A7%D9%84/%D8%B4%D8%B9%D8%B1-%D9%88%D8%AA%D8%B3%D8%B1%D9%8A%D8%AD%D8%A7%D8%AA/%D9%83%D9%8A%D9%81%D9%8A%D8%A9-%D8%AA%D8%B7%D8%A8%D9%8A%D9%82-%D8%A7%D9%84%D8%AD%D9%86%D8%A7%D8%A1-%D8%B9%D9%84%D9%89-%D8%A7%D9%84%D8%B4%D8%B9%D8%B1-%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A
[2] https://twitter.com/astrogaea/status/1445440130169417738
[2] https://salla.sa/efmall22/yBVaYO

Top URLs in Tweet in G2:
[1] https://twitter.com/Abundance_81/status/1444264941213605891

Top URLs in Tweet in G3:
[1] https://twitter.com/NinaBrooke3/status/1444322478885687299
[1] https://twitter.com/dhiiraq/status/1444633167378456582
[1] https://twitter.com/ssqqvic/status/1444614232910221314
[1] https://twitter.com/hyd_61/status/1444583923300831232
[1] https://twitter.com/INPPLUSarabi/status/1444628524363616256
[1] https://www.nrttv.com/ar/detail3/3703
[1] https://www.nrttv.com/ar/detail3/3704
[1] https://www.nrttv.com/ar/detail3/3711

Top URLs in Tweet in G5:
[29] https://instagram.com/ahad.tv
[2] http://www.alahad.tv.iq/?page=article&itemId=106052
[1] https://iraq.liveuamap.com/ar/2021/3-october-the-car-bomb-that-exploded-in-ramadi-targeted-the

Top URLs in Tweet in G8:
[3] https://arabic.rt.com/technology/1280788-D8A7D983D8AAD8B4D8A7D981-D8ADD8ACD8B1-D985D8A7D8B3-D985D8AAD8BAD98AD8B1-D8A7D984D984D988D986-D986D8A7D8AFD8B1-D98AD8AAD8ADD988D984-D985D986-D8A7D/
[2] https://t.me/marayatv
[1] https://twitter.com/H_S_N_Alaa/status/1444582598353866754
[1] https://instagram.com/ahad.tv

Top URLs in Tweet in G9:
[1] https://twitter.com/adnan_mo7/status/1445044247808315397
[1] https://twitter.com/Adnan_mo7/status/1445044247808315397

Top URLs in Tweet in G10:
[1] https://twitter.com/alsharqiyatv/status/1444624787591028739

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[347] الرمادي
[277] العراق
[148] الأنبار
[95] بالفيديو
[80] انفجار
[80] artificialintelligence
[80] cybersecurity
[80] ai
[80] datascience
[75] الإمارات



Top Hashtags in Tweet in G1:
[43] الرمادي
[38] العراق
[14] الأنبار
[12] عاجل
[12] مأمون_النطاح
[12] أمسية_الرمادي
[8] الانبار
[5] 1news
[5] الحقيقة_المطلقة
[5] القرطاس_نيوز

Top Hashtags in Tweet in G3:
[129] الرمادي
[60] العراق
[35] الأنبار
[28] محمدنة
[22] قناة_الفلوجة
[17] البصرة_لاتنتخب
[17] بغداد_لاتنتخب
[17] ناصريه_لاتنتخب
[10] تقدم
[8] عاجل

Top Hashtags in Tweet in G4:
[3] تلك_الآه_في_صدري
[1] رواء
[1] أقلام_متمردة
[1] عمالقه_الحرف

Top Hashtags in Tweet in G5:
[88] بالفيديو
[82] الرمادي
[29] مخالفة
[11] العراق
[4] الانبار
[4] عــــاجــــل
[4] بالصور
[4] الكاظمي
[4] اسيا
[3] الحشد_الشعبي

Top Hashtags in Tweet in G7:
[6] الرمادي
[1] مسيناكم_بالخير_الرمادي
[1] بصييري
[1] راقـــت_لــي

Top Hashtags in Tweet in G8:
[60] انفجار
[60] الأنبار
[48] العراق
[41] الامريكي
[7] قاضي_بتحمي_امريكا
[3] الانبار
[3] ø§ù†ùø¬ø§ø±
[3] ø§ù„ø£ù†ø¨ø§ø±
[2] شاهد
[2] ø§ù„ø§ù†ø¨ø§ø±

Top Hashtags in Tweet in G9:
[40] تصميم_داخلي
[20] تصميم
[18] معماري
[18] مخططات_فلل
[3] ديكور
[2] ديكورات
[1] مطابخ
[1] تصميم_واجهات
[1] مخطط
[1] مخططات_معماريه

Top Hashtags in Tweet in G10:
[75] الإمارات
[75] العراق

Top Words
Top Words in Tweet in Entire Graph:
[13855] ø
[9258] ù
[3510] الرمادي
[2759] في
[1534] ùš
[1437] من
[1359] ùšø
[1083] عني
[835] او
[826] ùˆø

Top Words in Tweet in G1:
[2262] ø
[1520] ù
[633] الرمادي
[404] في
[284] من
[175] ùš
[149] ùšø
[139] و
[134] ùˆø
[118] على

Top Words in Tweet in G2:
[3434] ø
[2823] ù
[1068] عني
[712] او
[712] هل
[552] ùšø
[502] abundance_81
[453] ùš
[363] ا
[357] جدا

Top Words in Tweet in G3:
[579] ø
[506] في
[357] ù
[305] الرمادي
[211] من
[162] احد
[129] #الرمادي
[107] ضابط
[95] مدينة
[94] الاستخبارات

Top Words in Tweet in G4:
[1492] ø
[736] ù
[542] كوني
[400] ùš
[280] الرمادي
[274] في
[274] عمري
[272] صدري
[271] الريحانة
[271] بساتيني

Top Words in Tweet in G5:
[761] ø
[569] ù
[373] في
[196] الرمادي
[153] من
[138] احد
[112] بسبب
[112] ahadtv
[110] موظف
[110] ضابط

Top Words in Tweet in G6:
[172] الرمادي
[163] _taemybear_
[162] تيهيونق
[154] صور
[153] بالشعر
[153] أ
[153] ثريد
[84] ø
[28] ù
[7] øµùˆø

Top Words in Tweet in G7:
[25] 07e__
[23] ø
[14] ù
[11] الرمادي
[11] jrilll
[10] لا
[9] vfs__
[9] samryhtw
[9] rljl0
[8] zv3qz

Top Words in Tweet in G8:
[225] ø
[139] ù
[130] الرمادي
[122] في
[63] بمحافظة
[63] المفخخة
[62] مدينة
[62] shana_shee11
[61] بالفيديو
[61] السيارة

Top Words in Tweet in G9:
[170] ø
[113] الرمادي
[75] ù
[58] adnan_mo7
[40] اللون
[40] دورة
[40] الابيض
[40] الكرسي
[40] والمغسلة
[40] الرخام

Top Words in Tweet in G10:
[79] في
[75] دولة
[75] #الإمارات
[75] تعلن
[75] عن
[75] توقيع
[75] اتفاقية
[75] استراتيجية
[75] مع
[75] جمهورية

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5447] ø,ø
[4983] ø,ù
[4475] ù,ø
[1986] ù,ù
[887] ùš,ø
[786] ù,ùš
[708] ùšø,ø
[667] في,الرمادي
[645] ù,ùšø
[549] ø,ùš

Top Word Pairs in Tweet in G1:
[909] ø,ø
[828] ø,ù
[774] ù,ø
[367] ù,ù
[117] في,الرمادي
[93] ø,ùš
[79] ùš,ø
[73] ø,ùšø
[67] ùˆù,ø
[62] اللون,الرمادي

Top Word Pairs in Tweet in G2:
[1257] ø,ø
[1154] ø,ù
[1037] ù,ø
[567] ù,ù
[439] ù,ùšø
[439] ù,ùš
[356] abundance_81,فعالية
[356] فعالية,تاروت
[356] تاروت,مميزة
[356] مميزة,جدا

Top Word Pairs in Tweet in G3:
[258] ø,ø
[210] ø,ù
[190] ù,ø
[144] في,الرمادي
[106] ضابط,في
[93] في,الاستخبارات
[92] الاستخبارات,العسكرية
[92] العسكرية,في
[92] احد,المواطنيين
[92] المواطنيين,بسبب

Top Word Pairs in Tweet in G4:
[518] ø,ø
[500] ù,ø
[494] ø,ù
[271] كوني,الريحانة
[271] الريحانة,في
[271] في,عمري
[271] عمري,الرمادي
[271] الرمادي,كوني
[271] كوني,بساتيني
[271] بساتيني,إني

Top Word Pairs in Tweet in G5:
[360] ø,ø
[297] ø,ù
[287] ù,ø
[165] في,الرمادي
[155] ù,ù
[110] ضابط,في
[110] في,الاستخبارات
[110] الاستخبارات,العسكرية
[110] العسكرية,في
[110] المواطنيين,بسبب

Top Word Pairs in Tweet in G6:
[153] صور,تيهيونق
[153] تيهيونق,بالشعر
[153] بالشعر,الرمادي
[153] الرمادي,أ
[153] أ,ثريد
[152] _taemybear_,صور
[49] ø,ø
[28] ù,ø
[21] ø,ù
[9] تيهيونق,الرمادي

Top Word Pairs in Tweet in G7:
[10] ø,ù
[9] ù,ø
[8] ø,ø
[6] llnoil,h_a__f_a
[6] h_a__f_a,xyd3s
[6] xyd3s,roroes3
[6] rljl0,shamsmo40585558
[6] shamsmo40585558,qr3i_
[6] qr3i_,solafa896745
[6] solafa896745,hamseal7anen

Top Word Pairs in Tweet in G8:
[108] ø,ø
[71] ø,ù
[71] ù,ø
[62] الرمادي,بمحافظة
[62] مدينة,الرمادي
[61] السيارة,المفخخة
[61] المفخخة,في
[61] في,مدينة
[60] بالفيديو,لحظة
[60] لحظة,#انفجار

Top Word Pairs in Tweet in G9:
[85] ø,ø
[55] ø,ù
[55] ù,ø
[40] الكرسي,والمغسلة
[39] دورة,مياه
[39] مياه,تم
[39] تم,استخدام
[39] استخدام,البورسلان
[39] البورسلان,الابيض
[39] الابيض,للارضية

Top Word Pairs in Tweet in G10:
[75] دولة,#الإمارات
[75] #الإمارات,تعلن
[75] تعلن,عن
[75] عن,توقيع
[75] توقيع,اتفاقية
[75] اتفاقية,استراتيجية
[75] استراتيجية,مع
[75] مع,جمهورية
[75] جمهورية,#العراق
[75] #العراق,لتطوير

Top Replied-To
Top Replied-To in Entire Graph:
@abundance_81
@siristoree
@v_tae_bts7
@07e__
@arabqoute
@zaidabdulwahab
@adnan_mo7
@ffi_h5
@mqasem
@app_3ma

Top Replied-To in G1:

Top Replied-To in G2:
@abundance_81
@1555rt

Top Replied-To in G3:
@alfhadly54
@alhalboosii
@zaidabdulwahab
@mahmoodalkarkhi
@iraqiwazir
@thaer350
@omar_almansuri
@ahmed1108194011
@jokeyr55
@ahmed55009850

Top Replied-To in G4:
@000l000l

Top Replied-To in G5:
@iraqi80048217
@alajooz33karbla
@aliwy22
@ahadtv
@albasheershow
@r6_raz1

Top Replied-To in G6:
@_taemybear_
@taetablue
@smolitk
@salam_vk9

Top Replied-To in G7:
@07e__
@jrilll
@nasser31880854
@roesmmmz
@mr_qleess

Top Replied-To in G8:
@moohfegoo
@rtarabic

Top Replied-To in G9:
@adnan_mo7
@ea_arch
@archsarah0
@aqwszzxx
@createhom

Top Mentioned
Top Mentioned in Entire Graph:
@abundance_81
@eg_geda
@_taemybear_
@ahadtv
@obai1d
@gedaofficial
@shana_shee11
@adnan_mo7
@yassereljuboori
@liban0987

Top Mentioned in G1:
@ata_elf_
@revoluttionq8
@_roumany
@bayraq_8888
@vwlm5km816sdxfk

Top Mentioned in G2:
@abundance_81
@hhhappybearrr
@1555rt

Top Mentioned in G3:
@yassereljuboori
@omar_almansuri
@abdullahkoder
@ah___med_a
@makadhimi
@75suhair
@jashamm
@mustafa6r4r3e2w
@sahaider75

Top Mentioned in G4:
@eg_geda
@gedaofficial
@gan90800
@__rawaa
@amr2007gmail
@geda700
@000l000l
@mhneinou
@nofa2101

Top Mentioned in G5:
@ahadtv
@oagkpqb94mcryei
@almuhandis_son
@sfer661
@aliwy22
@ah19med71
@thaeraldraje94
@basra31379
@k__m_89

Top Mentioned in G6:
@_taemybear_
@hobitinyboy
@1luvkoo

Top Mentioned in G7:
@07e__
@jrilll
@vfs__
@samryhtw
@rljl0
@zv3qz
@xyd3s
@mr_qleess
@foz3x3
@b__ul

Top Mentioned in G8:
@shana_shee11
@liban0987
@lakiss_nancy
@ahlalrafidain
@h_s_n_alaa
@rtarabic
@makadhimi
@almuhandis_son
@assilkash
@moohfegoo

Top Mentioned in G9:
@adnan_mo7
@2a_59
@archsarah0
@tarmtz
@8alhim
@createhom
@misshummer2009
@s_saloum

Top Mentioned in G10:
@obai1d
@ah___med_a

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@cybersec_feeds
@falconhamada_90
@rtwit_1
@thedeveloperbot
@ranafarah17
@abdalmaged
@rtarabic
@jalmouswi_313
@aawsat_news

Top Tweeters in G1:
@rabieaaa250000
@eslamgoudaa
@olaosman
@mulhak
@alwatan_live
@engy_abud
@khaberni
@ertikaznews
@maj_56
@ii1308ii

Top Tweeters in G2:
@halooomah30
@fatooma01324120
@amal_1319
@m_joly441132
@m7m6m7m
@bequit10
@hagerbannaga
@modmozel96
@mima_med
@imanehabchi1992

Top Tweeters in G3:
@alaraby_ar
@yanasssa
@uae_omar21
@um__mustafa
@zainalyaseri
@iraqsurveys
@saad913
@belalhannout11
@moorn3
@iraq_1981

Top Tweeters in G4:
@misho_sa1
@3eyoon_hayat
@amir_alkafory
@gnoja_22
@nematpejman
@engmmagdy1
@anya_lina22
@bo_sa9
@mohageer111
@homwight

Top Tweeters in G5:
@alommah24_kwt
@jsahm69
@i_hussein313
@rayah11111
@89_1a
@q1q555
@jad_bitar64
@ithar1972
@iengineer8
@mohammed9715073

Top Tweeters in G6:
@carlavanesa8
@somy29jk2
@pjmbts_13
@abeer_1999y
@taetablue
@esraael875
@hhaa1__
@jlecevl
@lara_bts2110
@an60gg

Top Tweeters in G7:
@tr_1611
@llnoil
@misk_eve
@qtfcjohz
@ftoo2399
@nz_331
@i79i7
@drtyyuuy
@07e__
@jumaan_altalhi

Top Tweeters in G8:
@rtarabic
@jalmouswi_313
@addel_said
@assilkash
@alihamiya_0142
@abdalmelik12
@marwa14tw
@hodadarwish28
@antounah
@abdulghanihusen

Top Tweeters in G9:
@12kiy39
@a8bo0o
@hamadh_d2005
@al9ootal7zeen
@_imema_
@muhmd_mmm
@inoof84
@bbdour_
@eng_alyasseri
@s_saloum

Top Tweeters in G10:
@albwahi181818
@u0a1e
@abdullaslamry32
@jamal1aljassmi
@therespectable_
@salem1959haza3
@hu214_md
@795essa
@hshg55
@saleh69816700