%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A, Twitter, 6/12/2022 4:03:10 PM, 278177


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%D8%A7%D9%84%D8%B1%D9%85%D8%A7%D8%AF%D9%8A_2022-06-12_00-00-01.xlsx
الرمادي_2022-06-12_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2022
Short Description:
الرمادي via NodeXL https://bit.ly/3mId3a0
@aboul_wafa
@umkrar313_hh
@alkhzabl
@mayada_march
@wr_1r
@architeco1
@slma_24_soso
@coronavirusmd
@abaasaln7
@salahma17803835

Top hashtags:
#جلسات_الخميس
#سبايكر_جريمة_العصر
#مجزرة_تكريت

Description:
Description
The graph represents a network of 5,407 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, 12 June 2022 at 07:02 UTC.

The requested start date was Sunday, 12 June 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 12-day, 23-hour, 31-minute period from Monday, 30 May 2022 at 00:23 UTC to Saturday, 11 June 2022 at 23:55 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 : 5407
Unique Edges : 2810
Edges With Duplicates : 6197
Total Edges : 9007
Number of Edge Types : 5
Tweet : 1306
Replies to : 972
Mentions : 488
Retweet : 2815
MentionsInRetweet : 3426
Self-Loops : 1391
Reciprocated Vertex Pair Ratio : 0.0153401511783015
Reciprocated Edge Ratio : 0.0302167724983578
Connected Components : 1599
Single-Vertex Connected Components : 747
Maximum Vertices in a Connected Component : 337
Maximum Edges in a Connected Component : 1055
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.084605
Graph Density : 0.000156242291801758
Modularity : 0.552945
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,407 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, 12 June 2022 at 07:02 UTC.

The requested start date was Sunday, 12 June 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 12-day, 23-hour, 31-minute period from Monday, 30 May 2022 at 00:23 UTC to Saturday, 11 June 2022 at 23:55 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:
[14] https://getoffer.shop/offer?ref_id=ZR04uUNyr1
[10] http://hdith.com
[9] https://www.arabiaweather.com/ar/content/بالصور-ألوان-الطبيعة-الزاهية-تتحول-إلى-الرمادي-بعد-ثوران-بركان-بولوسان-في-الفلبين?=TW
[6] https://ceseekm.com/index/detail.html?sno=MTAwMTc0MDk2Mw==&coll_id=999950461&from=twitterpage&opt_id=32966
[5] https://www.t.me/alanbar_tv?utm_source=Telegram
[5] https://twitter.com/arabqoute/status/1533433464313217025
[5] http://hdith.com/
[4] https://www.archiandart.com/2021/05/bazat%20stone.html?m=1
[3] https://jazeerapaints.com/saudi-ar/color-trends/?color=CT-2210
[2] https://twitter.com/justsu2al/status/1530526806008381440

Top URLs in Tweet in G1:
[14] https://getoffer.shop/offer?ref_id=ZR04uUNyr1
[6] https://ceseekm.com/index/detail.html?sno=MTAwMTc0MDk2Mw==&coll_id=999950461&from=twitterpage&opt_id=32966
[6] https://www.arabiaweather.com/ar/content/بالصور-ألوان-الطبيعة-الزاهية-تتحول-إلى-الرمادي-بعد-ثوران-بركان-بولوسان-في-الفلبين?=TW
[5] https://www.t.me/alanbar_tv?utm_source=Telegram
[4] https://twitter.com/arabqoute/status/1533433464313217025
[2] https://www.facebook.com/watch/?v=3089603604586402&extid=NS-UNK-UNK-UNK-IOS_GK0T-GK1C&ref=sharing
[2] https://7al.net/2022/06/05/%d9%85%d8%a7%d8%b3%d8%a9-%d8%a7%d9%84%d8%b1%d9%85%d8%a7%d8%af%d9%8a/elkarmaly/news/
[2] https://apps.apple.com/us/app/earth-news-%D8%A5%D9%8A%D8%B1%D8%AB-%D9%86%D9%8A%D9%88%D8%B2/id1615214762?platform=iphone
[2] https://play.google.com/store/apps/details?id=com.itgroup.earthnews
[2] https://twitter.com/aboul_wafa/status/1534857516152233984

Top URLs in Tweet in G4:
[4] https://www.archiandart.com/2021/05/bazat%20stone.html?m=1
[1] https://twitter.com/Sawater/status/1505877907062808583?t=U1MH1AP7YBXguhtAStU1hA&s=19
[1] https://gd-workshop.com/

Top URLs in Tweet in G5:
[2] https://twitter.com/maass_77?s=21&t=myH4yVXkSYJRAwaMi46JVA
[1] https://twitter.com/hiba_alnnayib/status/1533354707011387393
[1] https://twitter.com/lili_th_1/status/1531615491244048384
[1] https://twitter.com/sabachor/status/1532810083364614144
[1] https://twitter.com/sabachor/status/1533172765158612992
[1] https://twitter.com/m_balsam/status/1533054141718724609

Top URLs in Tweet in G6:
[1] https://twitter.com/AlkabeeAsd/status/1535524637953642496

Top URLs in Tweet in G7:
[1] https://twitter.com/sufiansamarrai/status/1535581983992160256
[1] https://twitter.com/PMOIRAN/status/1531369030438727680?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531367476985880577?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531366390040432641?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531360992570900480?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531360408962879488?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531266930874560513?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/PMOIRAN/status/1531149600035196928?s=20&t=PqBHF6aRFzpFV3VfgrxdlQ
[1] https://twitter.com/freedomrise2/status/1532787952723447808?s=20&t=55VppqM4AQjYvQgAwc3Egg
[1] https://twitter.com/i7_exk/status/1533079161723559936?ref_src=twsrc%5Etfw/video/1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[344] جلسات_الخميس
[238] سبايكر_جريمة_العصر
[237] مجزرة_تكريت
[85] ø§ù„ø¹ø±ø§ù‚
[83] ø¨øºø¯ø§ø¯
[80] ديكورات
[74] ø§ù„ù…ùˆøµù„
[73] ø§ù„ø¨øµø±ù‡
[69] ø§ù„ø£ø³ø¯
[69] ø§ù„ù‚ùˆø³



Top Hashtags in Tweet in G1:
[11] الرمادي
[10] جلسات_الخميس
[7] ø§ù„ø±ù…ø§ø¯ùš
[6] الانبار
[6] العراق
[5] قناة_الانبار
[4] ø±øµø§øµùš
[4] ùø¶ùø¶ù‡
[4] øªøµù…ùšù…
[4] تصميم_داخلي

Top Hashtags in Tweet in G2:
[334] جلسات_الخميس

Top Hashtags in Tweet in G3:
[238] سبايكر_جريمة_العصر
[237] مجزرة_تكريت
[12] الموصل_نكبة_وتحرير
[12] وعد_الرجال

Top Hashtags in Tweet in G4:
[80] ديكورات
[57] ديكور
[50] دهانات_جوتن
[49] بويات_جوتن
[33] تصميم
[32] تصميم_تنفيذ
[27] تصميم_ديكور
[17] ديكور_داخلي
[16] تصاميم
[16] جوتن

Top Hashtags in Tweet in G5:
[57] الغاء_مادة_398
[43] حفل_سعد_المجرد_مرفوض
[43] ماسة_فخرنا
[11] العراق_يطرد_سعد_المجرد
[9] محاسبه_صفاء_اللامي
[7] مقاطعة_السندباد_ولمجرد
[5] ماسة_الرمادي
[3] ماسه_المرتزقه
[2] الغاء_المادة_398
[2] صفاء_اللامي

Top Hashtags in Tweet in G6:
[2] الانبار

Top Hashtags in Tweet in G7:
[83] ø§ù„ø¹ø±ø§ù‚
[83] ø¨øºø¯ø§ø¯
[73] ø§ù„ø¨øµø±ù‡
[73] ø§ù„ù…ùˆøµù„
[62] ø§ù„ù†ø§øµø±ùšù‡
[62] ùƒø±ø¨ù„ø§ø¡
[59] ø§ù„ù†ø¬ù
[56] ø§ù„ø­ù„ù‡
[55] ø§ù„ø¯ùšùˆø§ù†ùšù‡
[51] ø§ù„ùƒùˆøª

Top Hashtags in Tweet in G8:
[69] ø§ù„ø£ø³ø¯
[69] ø§ù„ù‚ùˆø³
[69] ø§ù„ø¹ù‚ø±ø¨
[69] ø§ù„ø¹ø°ø±ø§ø¡
[69] ø§ù„ø­ùˆøª
[3] القوس
[3] العقرب
[2] الجوزاء
[2] الثور
[1] الدلو

Top Hashtags in Tweet in G9:
[2] الصرح_الأدبي
[1] ساحرة_الحروف
[1] رؤية_حرف
[1] تحاصر_قلبي_رياح_الوجع
[1] حروف_فريدة

Top Hashtags in Tweet in G10:
[1] حطّوا_النقط_عحروف
[1] مكشوفين_يا_حثالة

Top Words
Top Words in Tweet in Entire Graph:
[56459] ø
[36865] ù
[3887] ùš
[3486] ùˆø
[3154] ùšø
[2967] الرمادي
[1983] من
[1842] ùˆù
[1824] ùšù
[1807] في

Top Words in Tweet in G1:
[11841] ø
[7701] ù
[797] ùš
[761] ùšø
[666] ùˆø
[536] الرمادي
[468] ùˆù
[419] ùšù
[365] øªø
[316] في

Top Words in Tweet in G2:
[338] الرمادي
[336] في
[335] مش
[334] قال
[334] كل
[334] يوم
[334] بصحى
[334] الصبح
[334] أقول
[334] لنفسي

Top Words in Tweet in G3:
[488] من
[261] الرمادي
[245] على
[238] #سبايكر_جريمة_العصر
[237] الارشيف
[237] كتائب
[237] حب
[237] الله
[237] تسيطر
[237] وتأسر

Top Words in Tweet in G4:
[2833] ø
[1416] ù
[143] ùˆù
[142] ùšø
[140] ùš
[139] الرمادي
[127] و
[100] من
[97] في
[95] ùˆø

Top Words in Tweet in G5:
[245] ø
[179] ù
[178] ماسة
[157] الرمادي
[88] حساب
[70] من
[57] #الغاء_مادة_398
[48] هي
[47] صديقتنا
[45] sabachor

Top Words in Tweet in G6:
[1116] ø
[765] ù
[180] في
[159] من
[105] الرمادي
[87] مدينة
[78] ùˆø
[74] ùšø
[73] داعش
[72] هذا

Top Words in Tweet in G7:
[3316] ø
[2739] ù
[872] #ø
[247] ùˆø
[177] ùšù
[172] ùš
[162] øµø
[107] ùšø
[106] øªø
[94] coronavirusmd

Top Words in Tweet in G8:
[2846] ø
[1516] ù
[345] #ø
[242] ùš
[240] øªø
[147] øœ
[146] ùˆø
[139] ùˆ
[139] ùƒø
[94] øª

Top Words in Tweet in G9:
[220] ø
[179] ù
[82] الرمادي
[55] على
[53] slma_24_soso
[53] كطفلة
[53] تتهجى
[53] أولى
[53] حروف
[53] المساء

Top Words in Tweet in G10:
[667] ø
[363] ù
[66] ùˆø
[53] مشروع
[43] ùš
[35] ùšø
[34] ùˆù
[29] خيارين
[29] ١
[29] دولة

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23625] ø,ø
[19999] ø,ù
[19521] ù,ø
[8346] ù,ù
[2022] ø,ùš
[1845] ø,ùšø
[1579] ùš,ø
[1551] ùšø,ø
[1488] ø,ùˆø
[1447] ùˆø,ù

Top Word Pairs in Tweet in G1:
[4797] ø,ø
[4333] ø,ù
[3997] ù,ø
[1783] ù,ù
[437] ø,ùšø
[434] ø,ùš
[389] ùšø,ø
[363] ùš,ø
[288] ù,ùš
[279] ùˆø,ù

Top Word Pairs in Tweet in G2:
[334] قال,كل
[334] كل,يوم
[334] يوم,بصحى
[334] بصحى,الصبح
[334] الصبح,أقول
[334] أقول,لنفسي
[334] لنفسي,أهلا
[334] أهلا,بيك
[334] بيك,في
[334] في,العالم

Top Word Pairs in Tweet in G3:
[237] من,الارشيف
[237] الارشيف,كتائب
[237] كتائب,حب
[237] حب,الله
[237] الله,تسيطر
[237] تسيطر,على
[237] على,الرمادي
[237] الرمادي,وتأسر
[237] وتأسر,المئات
[237] المئات,من

Top Word Pairs in Tweet in G4:
[1504] ø,ø
[857] ø,ù
[807] ù,ø
[244] ù,ù
[119] ø,ùš
[101] ù,ùˆù
[95] ùˆù,ø
[82] ø,øªùšùƒùš
[78] ø,ùšø
[66] ùšø,ø

Top Word Pairs in Tweet in G5:
[148] ماسة,الرمادي
[106] ø,ø
[93] ø,ù
[88] ù,ø
[53] ù,ù
[47] صديقتنا,ماسة
[41] الرمادي,كاتبة
[41] كاتبة,وروائية
[41] وروائية,عراقية
[41] عراقية,مهتمة

Top Word Pairs in Tweet in G6:
[463] ø,ù
[440] ø,ø
[414] ù,ø
[198] ù,ù
[85] مدينة,الرمادي
[71] في,مثل
[71] مثل,هذا
[71] هذا,اليوم
[71] اليوم,من
[71] من,عام

Top Word Pairs in Tweet in G7:
[1349] ø,ø
[1232] ù,ø
[1172] ø,ù
[684] #ø,ù
[564] ù,ù
[337] ù,#ø
[168] ø,#ø
[149] ø,øµø
[133] ùˆø,ø
[110] ù,ùˆø

Top Word Pairs in Tweet in G8:
[1404] ø,ø
[890] ù,ø
[630] ø,ù
[345] #ø,ù
[219] ù,ù
[207] ø,#ø
[163] ù,ùš
[139] ùƒø,ù
[139] øœ,ø
[96] ùš,ø

Top Word Pairs in Tweet in G9:
[91] ù,ø
[86] ø,ù
[70] ø,ø
[53] كطفلة,تتهجى
[53] تتهجى,أولى
[53] أولى,حروف
[53] حروف,المساء
[53] المساء,تغفو
[53] تغفو,أجفان
[53] أجفان,الوجع

Top Word Pairs in Tweet in G10:
[239] ø,ø
[230] ø,ù
[208] ù,ø
[72] ù,ù
[38] ùˆø,ø
[35] ø,ùˆø
[34] ùš,ø
[30] ùˆù,ø
[29] ø,ùš
[29] خيارين,١

Top Replied-To
Top Replied-To in Entire Graph:
@1gjyi
@anyone5483
@sabreens11
@arabqoute
@halime_el
@arwaa_7amdy
@oniy4giris
@m_t_____zll
@iwh_u
@j2uds

Top Replied-To in G1:

Top Replied-To in G2:
@elmagedayman

Top Replied-To in G4:
@leem_x00
@mahwiy
@h_20400
@id1atheer
@4dicoar1
@sa_arch1

Top Replied-To in G5:
@hiba_alnnayib
@sabahshahla1
@irfaasawtak
@ysggl351anxxbvq
@05dmshq
@2s9l3
@mmoov433
@m_balsam
@fwli_a
@rubaalhassani

Top Replied-To in G6:
@malkobaysi
@issamhussein19
@ahmadabdulsada
@am_m_zhs
@alsaf9999
@aldktwrallwa
@dr81689875
@al_thawaq
@alqadmalthar
@alialzbedy1

Top Replied-To in G7:
@mozafara1
@safieddine00

Top Replied-To in G10:
@halime_el
@fightcorrupti17
@rsnageeb
@eli_khoury
@mdouaihy
@nassimalhelou
@ebenalwatan77

Top Mentioned
Top Mentioned in Entire Graph:
@aboul_wafa
@umkrar313_hh
@coronavirusmd
@_kiyomi2
@alkhzabl
@deemh100
@slma_24_soso
@mayada_march
@waheed_ye
@chadarat_harf

Top Mentioned in G1:
@buygumarabic
@khototdesign
@mjrrdshor
@rakanalsale7
@ilatiifa_s
@ali_hamdo0n
@zella1_
@alkhalifa71

Top Mentioned in G2:
@aboul_wafa
@ebrahim_beh1911
@dr_red74
@salma3iid

Top Mentioned in G3:
@umkrar313_hh
@ahdouhe
@alaqila99
@ameer86213624
@sart530
@bh14jk
@hshdawyt32
@synyta1
@hwzwyt2

Top Mentioned in G4:
@1sy91
@dalahstudio
@architeco1
@4dicoar1
@abdullayaseeen
@msarefbn
@ipmbc
@dahdouh_stone
@line1arc
@archsarah0

Top Mentioned in G5:
@sabachor
@hiba_alnnayib
@l_eman98
@_diy18
@sofiams2022
@tawotawiii
@sjd_irq22
@dr_94_hussein
@mass7__
@nawapresss

Top Mentioned in G6:
@alkhzabl
@sr_irq_china
@dgyughk
@aboali4555313
@fczuuuhpd462xrd
@am_m_zhs
@aldktwrallwa
@6fovwrj8t6qatas
@maithamalhmdy
@marymtaher

Top Mentioned in G7:
@coronavirusmd
@othmanmhmmadr
@mozafara1
@alialjabiri
@alarabiya
@safieddine00
@ahsanawlan
@amoriyazn996
@saif8588

Top Mentioned in G8:
@_kiyomi2
@kalimat_888

Top Mentioned in G9:
@slma_24_soso
@5ii__5
@2rro__

Top Mentioned in G10:
@samiakhaddaj
@michel_fallah
@lnalebanon
@halime_el
@wajih_12
@abdallah_sfeir
@chakermough
@eli_khoury
@ziadsal71300622
@hadimashmoushi

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@alfarsi2121
@abn_khzeim
@dardoooor
@arv8i
@faisal1995a
@ssm1106
@halasyriagmail1
@jalmouswi_313
@lebanondebate

Top Tweeters in G1:
@kataeb_ar
@topgaming43
@alhadath
@waseetnajd28
@q8meteor
@zella1_
@wady_dynar
@palsawa
@_1saeed
@awwal_alghaieth

Top Tweeters in G2:
@dalia_fcb
@ahmedsaadgaza
@hajersaad96
@urfavkatkota
@bosykhalid1998
@yehiamosaa
@drweeshaa
@tasnimmkhalil
@mennaelkhatib12
@sozana__

Top Tweeters in G3:
@whitefl24671174
@nash_kad
@minowaal
@x31mhfjkc4jlajf
@noorabd20_
@nrkhalil
@sndndb91
@noon27863257
@noran21_
@fara_sha21

Top Tweeters in G4:
@sa55200977
@moham1392
@saleh9570
@6atre2
@shs142
@ra_1403
@dalahstudio
@batol2b
@a_z33
@absoilan

Top Tweeters in G5:
@rubaalhassani
@da_n_yeah
@m7hammed163
@irfaasawtak
@twittersupport
@dr_94_hussein
@allmouswy_j
@bj_kio
@i__emoo
@youssef_19999

Top Tweeters in G6:
@almuwaly1962
@iraq_1981
@iengineer8
@jassimali110
@mushtaq130303
@withammahdi
@shahdhussin6
@mastaaldrj
@zskof53gfiraye0
@ebrahimalbudaiw

Top Tweeters in G7:
@buyazed288
@althunyan_fahad
@alarabiya
@abduh_6677
@abdullaslamry32
@mansouralrooqi
@hiro72geni
@fasel6767
@mobark1000
@leilarajeh

Top Tweeters in G8:
@223_naima
@em369an
@sagittariusday
@16m82
@ognrcdw2ea2ddhg
@qb335
@mema777111
@kalimat_888
@shams10shams10
@rqih3_

Top Tweeters in G9:
@9ali_
@r___83___o
@33zahraaali
@read_991
@313_2022_3_1
@adilsaadie
@aal_____a
@hotttxx33x
@5ii__5
@oso_i2

Top Tweeters in G10:
@koueled
@mmmmbd
@gladysslim
@raymrad
@micha11685087
@saryajaffal2
@rsnageeb
@riffa_alez
@elio_w
@daranaswad


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