أصوات مغاربية, Twitter, 3/19/2023 4:58:11 PM, 291622


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أصوات مغاربية_2023-03-19_09-42-16.xlsx
أصوات مغاربية_2023-03-19_09-42-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
أصوات مغاربية via NodeXL https://bit.ly/402s5d0
@zouinajami
@maghrebvoices
@youtube
@reemsara8
@oualido
@ridouaneerramd1
@qarar_izala
@ibn_badys
@mrlongshadow
@magharibya

Top hashtags:
#أصوات_مغاربية
#المغرب
#الجزائر
#تونس
#ليبيا
#موريتانيا
#اصوات_مغاربية
#المغاربية

Description:
Description
The graph represents a network of 1,809 Twitter users whose recent tweets contained "أصوات مغاربية", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 16:47 UTC.

The tweets in the network were tweeted over the 4368-day, 0-hour, 35-minute period from Friday, 01 April 2011 at 19:54 UTC to Friday, 17 March 2023 at 20:30 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1809
Unique Edges : 826
Edges With Duplicates : 5110
Total Edges : 5936
Number of Edge Types : 8
Tweet : 1290
Retweet : 1718
MentionsInRetweet : 1752
Mentions : 122
Replies to : 366
MentionsInReplyTo : 671
Quote : 15
MentionsInQuote : 2
Self-Loops : 1370
Reciprocated Vertex Pair Ratio : 0.05125284738041
Reciprocated Edge Ratio : 0.0975081256771398
Connected Components : 406
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 1067
Maximum Edges in a Connected Component : 4790
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.766891
Graph Density : 0.00056441000503872
Modularity : 0.30006
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,809 Twitter users whose recent tweets contained "أصوات مغاربية", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 16:47 UTC.

The tweets in the network were tweeted over the 4368-day, 0-hour, 35-minute period from Friday, 01 April 2011 at 19:54 UTC to Friday, 17 March 2023 at 20:30 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : أصوات مغاربية
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:
[76] https://twitter.com/ZOUINAJAMI/status/1418566402655522824/photo/1
[38] https://twitter.com/ZOUINAJAMI/status/1406345783432073228/photo/1
[30] https://twitter.com/maghrebvoices/status/874345748569223169/video/1
[29] https://twitter.com/oualido/status/1432438162995953668/photo/1
[22] https://www.youtube.com/watch?v=0lqFLwIa2S8&feature=youtu.be

[20] https://twitter.com/ZOUINAJAMI/status/1429845797143826435/photo/1
[18] https://twitter.com/maghrebvoices/status/869302700890042370/video/1
[18] https://twitter.com/oualido/status/1462095059571163142/video/1
[17] https://youtu.be/0lqFLwIa2S8?a
[15] https://twitter.com/AGhummied/status/919322371840008192/video/1

Top URLs in Tweet in G1:
[25] https://twitter.com/maghrebvoices/status/874345748569223169/video/1
[16] https://twitter.com/maghrebvoices/status/869302700890042370/video/1
[13] https://twitter.com/maghrebvoices/status/851835585966821376/video/1
[13] https://twitter.com/maghrebvoices/status/850804594267623424/video/1
[10] https://twitter.com/maghrebvoices/status/849579702805200896/video/1
[10] https://twitter.com/maghrebvoices/status/853992229714767874/video/1
[10] https://twitter.com/maghrebvoices/status/853965953213837312/video/1
[9] https://twitter.com/maghrebvoices/status/849288522645331969/video/1
[9] https://twitter.com/maghrebvoices/status/844268041013809152/video/1
[8] https://twitter.com/maghrebvoices/status/854042351936970752/video/1

Top URLs in Tweet in G2:
[4] https://www.maghrebvoices.com/2017/12/26/%D8%A8%D8%A7%D8%AD%D8%AB-%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D8%AE%D8%A7%D8%B1%D9%8A-%D8%A3%D8%AD%D8%A7%D8%AF%D9%8A%D8%AB-%D9%85%D8%AF%D8%B3%D9%88%D8%B3%D8%A9-%D9%88%D8%AA%D9%86%D8%A7%D9%82%D8%B6-%D8%A7%D9%84%D9%82%D8%B1%D8%A2%D9%86
[4] https://www.maghrebvoices.com/a/409966.html
[4] https://twitter.com/AmalCasa4/status/1549022898211495937/photo/1
[2] https://www.maghrebvoices.com/a/488443.ht
[2] https://www.maghrebvoices.com/2019/07/22/%D9%85%D8%AD%D9%84%D9%84%D9%88%D9%86-%D8%A7%D9%84%D8%B9%D8%AF%D8%A7%D9%84%D8%A9-%D9%88%D8%A7%D9%84%D8%AA%D9%86%D9%85%D9%8A%D8%A9-%D9%8A%D8%B9%D9%8A%D8%B4-%D8%A8%D9%88%D8%A7%D8%AF%D8%B1-%D8%A3%D8%B2%D9%85%D8%A9
[2] https://www.youtube.com/watch?v=7xQWMFEGgbM&feature=share

[2] https://twitter.com/Sissi_imp/status/1474421060510617614/photo/1
[2] https://www.maghrebvoices.com/tunisia/2021/06/12/%D9%85%D9%86%D8%B8%D9%85%D8%A9-%D8%A3%D9%85%D9%85%D9%8A%D8%A9-%D8%A7%D9%84%D8%B3%D9%84%D8%B7%D8%A7%D8%AA-%D8%A7%D9%84%D8%AA%D9%88%D9%86%D8%B3%D9%8A%D8%A9-%D8%A7%D8%B3%D8%AA%D8%B9%D8%A7%D8%AF%D8%A9-%D8%A7%D9%84%D8%A3%D8%B7%D9%81%D8%A7%D9%84-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%82%D9%8A%D9%86-%D9%81%D9%8A-%D8%A8%D8%A4%D8%B1-%D8%A7%D9%84%D8%AA%D9%88%D8%AA%D8%B1
[2] https://www.maghrebvoices.com/2018/04/25/%D8%A3%D8%B2%D9%88%D9%84%D8%A7%D9%8A-%D9%8A%D8%AC%D8%A8-%D8%AA%D8%AA%D8%B6%D9%85%D9%86-%D9%85%D9%86%D8%A7%D9%87%D8%AC-%D8%A7%D9%84%D8%AA%D8%B9%D9%84%D9%8A%D9%85-%D8%AA%D8%A7%D8%B1%D9%8A%D8%AE-%D8%A7%D9%84%D9%8A%D9%87%D9%88%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D8%A9
[2] http://onmagharebia.com/news7986.html?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G3:
[36] https://twitter.com/ZOUINAJAMI/status/1418566402655522824/photo/1
[22] https://twitter.com/ZOUINAJAMI/status/1406345783432073228/photo/1
[12] https://twitter.com/ZOUINAJAMI/status/1429845797143826435/photo/1
[6] https://twitter.com/ZOUINAJAMI/status/1347548402406617088/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1360488329997934594/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1355160465492602884/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1457250200804802560/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1522239458589949953/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1620084647647498240/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1428082584416919563/photo/1

Top URLs in Tweet in G4:
[21] https://twitter.com/oualido/status/1432438162995953668/photo/1
[15] https://twitter.com/oualido/status/1462095059571163142/video/1
[7] https://twitter.com/oualido/status/1430181792108236810/photo/1
[7] https://twitter.com/oualido/status/1432028157352292359/photo/1
[7] https://twitter.com/oualido/status/1431973959088672770/photo/1
[7] https://twitter.com/oualido/status/1430950511918845954/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1418566402655522824/photo/1
[4] https://twitter.com/chehbi/status/1254133195815243779/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1406345783432073228/photo/1
[3] https://twitter.com/oualido/status/1435595912206864388/photo/1

Top URLs in Tweet in G5:
[16] https://twitter.com/ZOUINAJAMI/status/1418566402655522824/photo/1
[4] https://twitter.com/ZOUINAJAMI/status/1406345783432073228/photo/1
[2] https://twitter.com/Mariach1870/status/1345849158524162048/photo/1
[2] https://twitter.com/ZOUINAJAMI/status/1355160465492602884/photo/1
[2] https://twitter.com/oualido/status/1432028157352292359/photo/1
[1] https://twitter.com/RidouaneErramd1/status/1418644540316073986/photo/1
[1] https://twitter.com/RidouaneErramd1/status/1465719450234195973/photo/1
[1] https://twitter.com/RidouaneErramd1/status/1590007179423412227/photo/1
[1] https://twitter.com/LahnaLoubna/status/1473467916666425345/photo/1
[1] https://twitter.com/Seorima4/status/1468632239768588299/photo/1

Top URLs in Tweet in G6:
[15] https://www.youtube.com/watch?v=0lqFLwIa2S8&feature=youtu.be

[14] https://youtu.be/0lqFLwIa2S8?a
[2] https://twitter.com/ibn_badys/status/993865871943757824/photo/1
[1] https://www.youtube.com/watch?v=7xQWMFEGgbM&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://twitter.com/ZOUINAJAMI/status/1429845797143826435/photo/1
[4] https://twitter.com/_bourar/status/1345455993929527297/photo/1
[3] https://twitter.com/maghrebvoices/status/874345748569223169/video/1
[2] https://twitter.com/elagrao1235/status/1271177648329416705/photo/1
[2] https://twitter.com/Mohamd25533815/status/1362406639832285185/photo/1
[1] https://twitter.com/MOROCCOElkingg/status/976917708699766784/photo/1
[1] https://twitter.com/MOROCCOElkingg/status/988062163532222464/photo/1
[1] https://twitter.com/elagrao1235/status/1397283546419630082/photo/1
[1] https://twitter.com/oualido/status/1462095059571163142/video/1
[1] https://twitter.com/alibarich1/status/1209961924626128897/photo/1

Top URLs in Tweet in G8:
[8] https://twitter.com/ZOUINAJAMI/status/1418566402655522824/photo/1
[7] https://twitter.com/bntalmghrb1/status/1607355988796997633/photo/1
[5] https://twitter.com/magharibya/status/1395127417577091074/photo/1
[4] https://twitter.com/magharibya/status/1406590048183717888/photo/1
[4] https://twitter.com/magharibya/status/1397682489880104966/photo/1
[4] https://twitter.com/bntalmghrb1/status/1511392793742221316/photo/1
[4] https://twitter.com/bntalmghrb1/status/1617515582211117058/photo/1
[2] https://twitter.com/magharibya/status/1377974330047488008/photo/1
[2] https://twitter.com/magharibya/status/1365373058639355905/photo/1
[2] https://twitter.com/oualido/status/1432028157352292359/photo/1

Top URLs in Tweet in G9:
[8] https://twitter.com/KRE75d/status/1549379061046251521/photo/1
[8] https://twitter.com/Reza___75/status/1367189181068414990/photo/1
[8] https://twitter.com/rk_M75/status/1522201682599362561/photo/1
[4] https://twitter.com/Maghrib09847782/status/1354746403621376000/photo/1
[2] https://twitter.com/rk_M75/status/1545776261682929665/photo/1
[2] https://twitter.com/KRE75d/status/1587494209157795840/photo/1
[2] https://twitter.com/ZOUINAJAMI/status/1406345783432073228/photo/1
[2] https://twitter.com/almasmali_majed/status/1545703654832963584/photo/1
[2] https://twitter.com/B0u1mar/status/1427926009857421312/photo/1
[1] https://twitter.com/KRE75d/status/1615445064523603968/photo/1

Top URLs in Tweet in G10:
[11] https://youtu.be/B1Eo7bUvcMc?a
[7] https://www.youtube.com/watch?v=0lqFLwIa2S8&feature=youtu.be

[4] https://www.youtube.com/watch?v=7xQWMFEGgbM&feature=youtu.be

[3] https://youtu.be/0lqFLwIa2S8?a
[2] https://youtu.be/S0xHOXL1HuU?a
[2] https://youtu.be/RhSAZuu4n9Y?a
[2] https://www.youtube.com/watch?v=_bf6dKmZJw4&feature=youtu.be
[2] https://twitter.com/BahaisMaroc/status/882018282496196608/video/1
[2] https://youtu.be/BHjealcG8ek?a
[2] https://www.youtube.com/watch?v=a0CBltsOxVA&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[1819] twitter.com
[438] maghrebvoices.com
[112] fb.me
[72] facebook.com
[47] youtube.com
[37] youtu.be
[8] onmagharebia.com
[8] alhurra.com
[6] nabdapp.com
[5] instagram.com

Top Domains in Tweet in G1:
[945] twitter.com
[359] maghrebvoices.com
[48] fb.me
[9] facebook.com
[6] alhurra.com
[3] ijnet.org
[1] shorturl.at
[1] echoroukonline.com
[1] ennaharonline.com
[1] radiosawa.com

Top Domains in Tweet in G2:
[78] twitter.com
[59] fb.me
[50] maghrebvoices.com
[46] facebook.com
[9] youtube.com
[8] onmagharebia.com
[4] instagram.com
[3] bellewarmedia.com
[3] lemaghreb.tn
[3] blogspot.com

Top Domains in Tweet in G3:
[176] twitter.com
[2] maghrebvoices.com
[1] facebook.com
[1] youtube.com

Top Domains in Tweet in G4:
[102] twitter.com
[3] facebook.com
[2] maghrebvoices.com

Top Domains in Tweet in G5:
[41] twitter.com
[1] facebook.com

Top Domains in Tweet in G6:
[16] youtube.com
[14] youtu.be
[2] twitter.com

Top Domains in Tweet in G7:
[35] twitter.com
[2] huffp.st
[1] facebook.com

Top Domains in Tweet in G8:
[112] twitter.com

Top Domains in Tweet in G9:
[48] twitter.com
[3] maghrebvoices.com
[1] fb.me
[1] ennaharonline.com

Top Domains in Tweet in G10:
[23] youtu.be
[18] youtube.com
[2] twitter.com
[2] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1177] أصوات_مغاربية
[165] المغرب
[143] الجزائر
[109] تونس
[98] ليبيا
[83] موريتانيا
[28] اصوات_مغاربية
[28] المغاربية
[20] آراء_من_الشارع
[17] جنوب_افريقيا



Top Hashtags in Tweet in G1:
[1110] أصوات_مغاربية
[33] الجزائر
[20] آراء_من_الشارع
[18] موريتانيا
[16] ليبيا
[15] اصوات_مغاربية
[13] الفقر
[12] سنة_في_دقيقة
[11] أمثال_مغاربية
[10] الحريرة

Top Hashtags in Tweet in G2:
[25] أصوات_مغاربية
[7] الجزائر
[7] المغرب
[5] ليبيا
[3] اصوات_مغاربية
[3] تونس
[2] staracarabia
[2] طرابلس
[2] واشنطن
[2] شبكة

Top Hashtags in Tweet in G3:
[19] المغرب
[13] الامبراطورية_المغربية_الشريفة
[13] فوربيس
[11] الجزائر
[6] دزايرية
[4] إسبانيا
[3] قوتنا_في_تاريخنا
[2] اصوات_مغاربية
[2] مغربي
[2] أصوات_مغاربية

Top Hashtags in Tweet in G4:
[4] المغرب
[3] حفيظ_الدراجي
[3] المهدي_بن_سعيد_ومستشاره_ديكاج
[2] الجزائر
[2] تونس
[2] مصر
[2] غرد_مثل_وكالة_الأنباء_الجزائرية
[1] غرد_كأنك_جزائري
[1] ليبيا
[1] موريتانيا

Top Hashtags in Tweet in G5:
[5] البوليساريو_تغتصب_الطفوله
[4] المغرب
[4] المغرب_أولا
[4] البوليساريو_تنظيم_ارهابي
[2] الصحراء_قضية_40مليون_مغربي
[2] اخبار
[2] أفريقيا
[2] البوليساريو_تحتضر
[2] العثماني_يمثلني
[1] أصوات_مغاربية

Top Hashtags in Tweet in G6:
[1] عقلانيون

Top Hashtags in Tweet in G7:
[13] المملكة_المغربية
[8] أصوات_مغاربية
[8] المغرب
[5] الجزائر
[3] العصابة
[2] maroc
[2] إسبانيا
[1] لأمريكا
[1] بريطانيا
[1] البي_بي_سي

Top Hashtags in Tweet in G8:
[92] المغرب
[77] تونس
[69] الجزائر
[57] موريتانيا
[53] ليبيا
[23] المغاربية
[17] جنوب_افريقيا
[13] مصر
[10] أفريقيا
[9] ويستون_تشرشل

Top Hashtags in Tweet in G9:
[6] المغرب
[6] الجزائر
[5] تونس
[3] موريتانيا
[2] ليبيا
[1] زطلة
[1] صادرات_المملكة_المغربية
[1] maroc

Top Hashtags in Tweet in G10:
[2] بهائي_مغربي
[2] قرار_إزالة

Top Words
Top Words in Tweet in Entire Graph:
[1840] في
[1787] مغاربية
[1316] أصوات
[1207] من
[1178] #أصوات_مغاربية
[716] maghrebvoices
[680] على
[645] و
[486] اصوات
[328] المغاربية

Top Words in Tweet in G1:
[1111] #أصوات_مغاربية
[691] maghrebvoices
[686] في
[367] من
[267] مغاربية
[239] على
[236] أصوات
[160] كل
[132] مغاربي
[131] ماذا

Top Words in Tweet in G2:
[271] مغاربية
[222] أصوات
[177] في
[110] من
[84] على
[52] اصوات
[51] عن
[48] و
[38] مع
[37] موقع

Top Words in Tweet in G3:
[230] مغاربية
[182] في
[178] zouinajami
[123] اصوات
[113] من
[109] بوصبع
[106] أصوات
[88] التعاليق
[86] نشرت
[81] غالبية

Top Words in Tweet in G4:
[155] مغاربية
[128] أصوات
[94] في
[88] oualido
[67] المصدر
[64] من
[54] المغاربية
[50] البلدان
[47] و
[45] سنة

Top Words in Tweet in G5:
[60] من
[54] المغاربية
[50] ridouaneerramd1
[50] ما
[49] الصادرات
[49] بحوالي
[49] دولار
[48] 2020
[48] ملايين
[48] سنة

Top Words in Tweet in G6:
[70] مغاربية
[70] أصوات
[59] هريرة
[58] عن
[56] الكونغرس
[56] من
[56] الأمريكي
[53] ibn_badys
[52] التي
[29] الله

Top Words in Tweet in G7:
[60] و
[58] مغاربية
[48] من
[43] في
[33] أصوات
[29] على
[26] اصوات
[17] moroccoelkingg
[17] منذ
[16] لا

Top Words in Tweet in G8:
[166] في
[143] مغاربية
[126] أصوات
[92] #المغرب
[77] #تونس
[72] البلدان
[72] المصدر
[69] #الجزائر
[57] #موريتانيا
[56] magharibya

Top Words in Tweet in G9:
[47] مغاربية
[31] في
[30] اصوات
[25] من
[18] أصوات
[14] و
[11] ennaharonline
[11] على
[10] الجزائر
[10] el_bilade

Top Words in Tweet in G10:
[50] أصوات
[50] مغاربية
[45] youtube
[30] صفحة
[29] أكاذيب
[24] كلمة
[15] maghreb
[15] voices
[15] على
[13] نسف

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1269] أصوات,مغاربية
[465] اصوات,مغاربية
[188] بلد,مغاربي
[188] كل,بلد
[170] البلدان,المغاربية
[156] المصدر,أصوات
[140] في,كل
[126] مغاربي,#أصوات_مغاربية
[116] سنة,2020
[100] صفحة,أصوات

Top Word Pairs in Tweet in G1:
[234] أصوات,مغاربية
[125] مغاربي,#أصوات_مغاربية
[122] بلد,مغاربي
[122] في,كل
[122] كل,بلد
[66] سمى,في
[49] تعرف,على
[49] لـ'أصوات,مغاربية'
[48] مغاربية,maghrebvoices
[47] لـ,أصوات

Top Word Pairs in Tweet in G2:
[201] أصوات,مغاربية
[47] اصوات,مغاربية
[34] maghreb,voices
[33] مغاربية,maghreb
[26] موقع,أصوات
[20] لـ,أصوات
[17] صفحة,أصوات
[10] لموقع,أصوات
[10] مغاربية,حول
[10] قناة,الحرة

Top Word Pairs in Tweet in G3:
[123] اصوات,مغاربية
[106] أصوات,مغاربية
[67] الخارجية,الأمريكية
[66] بوصبع,مسكين
[66] الآمنة,حسب
[66] مغاربية,خريطة
[66] التعاليق,منهم
[66] خريطة,الدول
[66] غالبية,التعاليق
[66] حسب,الخارجية

Top Word Pairs in Tweet in G4:
[127] أصوات,مغاربية
[54] المصدر,أصوات
[50] البلدان,المغاربية
[29] 2020,المصدر
[26] اصوات,مغاربية
[24] المغاربية,من
[22] سنة,2020
[21] ونفقات,البلدان
[21] خلال,سنة
[21] الصعبة,خلال

Top Word Pairs in Tweet in G5:
[48] ملايين,دولار
[48] سنة,2020
[48] بحوالي,ملايين
[47] مقارنة,بسنة
[47] 2020,تراجع
[47] حجم,ما
[47] بسنة,2019
[47] تراجع,الصادرات
[47] استوردته,إسرائيل
[47] المغاربية,بحوالي

Top Word Pairs in Tweet in G6:
[70] أصوات,مغاربية
[56] الكونغرس,الأمريكي
[29] هريرة,رضي
[29] تمويل,صفحات
[29] رضي,الله
[29] عن,تمويل
[29] الأمريكي,عن
[29] دفاعا,عن
[29] صفحات,تهاجم
[29] يعلن,الكونغرس

Top Word Pairs in Tweet in G7:
[32] أصوات,مغاربية
[26] اصوات,مغاربية
[14] من,الإعلام
[13] ابتدأت,منذ
[13] البارحة,حملة
[13] الاجتماعي,تابعة
[13] جديدة,وشرسة
[13] حملة,تشويه
[13] تشويه,جديدة
[13] وسائل,التواصل

Top Word Pairs in Tweet in G8:
[117] أصوات,مغاربية
[56] المصدر,أصوات
[52] #تونس,#الجزائر
[47] #الجزائر,#المغرب
[46] البلدان,المغاربية
[38] #ليبيا,#تونس
[37] #المغرب,#موريتانيا
[36] في,البلدان
[27] سنة,2020
[24] اصوات,مغاربية

Top Word Pairs in Tweet in G9:
[30] اصوات,مغاربية
[17] أصوات,مغاربية
[6] قناة,الحرة
[6] البلدان,المغاربية
[5] صفحة,اصوات
[4] ردود,الجزائريين
[4] ترد,بإستهزاء
[4] صفحة,قناة
[4] في,البلدان
[4] مغاربية,ترد

Top Word Pairs in Tweet in G10:
[49] أصوات,مغاربية
[30] صفحة,أصوات
[25] أكاذيب,صفحة
[15] maghreb,voices
[15] مغاربية,maghreb
[13] نسف,أكاذيب
[13] مغاربية,كلمة
[12] youtube,على
[12] فيديو,youtube
[12] أعجبني,فيديو

Top Replied-To
Top Replied-To in Entire Graph:
@start2023
@ahmaddaoud14
@maghrebvoices
@_bourar
@zouinajami
@bdraldy31713276
@drrmounir
@almgh99

Top Replied-To in G1:
@ahmaddaoud14
@maghrebvoices
@fadouamassat
@hiba76sh
@sailingskyg
@almghrib
@atlas70197463
@moroenfinlandia
@alhurranews

Top Replied-To in G2:

Top Replied-To in G3:
@echoutmouhamed
@3amakkhlifa
@zouinajami
@niroka01
@jozifiano
@saida12081465

Top Replied-To in G4:
@oualido
@smailgh7
@mghrbywaftkhr
@lion_maghribi

Top Replied-To in G5:
@marocinfos
@ridouaneerramd1
@tarekhaddad19
@paraveritas
@seorima4
@lahnaloubna
@lubna09380211

Top Replied-To in G7:
@_bourar
@patricia_david2
@ismail_bezzine
@zineeposeazzdin
@maxer_x
@elagrao1235
@ahmedmeh7

Top Replied-To in G8:
@elitesaid
@bntalmghrb1

Top Replied-To in G9:
@ccaassuuss
@ennaharonline
@benohamid
@hamzalanani
@rayan42403103
@btsfatimas1
@reemsara8
@ilhamtahiri9

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@maghrebvoices
@zouinajami
@oualido
@alhurranews
@magharibya
@ridouaneerramd1
@ibn_badys
@youtube
@legrandmaroc
@bntalmghrb1

Top Mentioned in G1:
@maghrebvoices
@alhurranews
@fadouamassat
@ahmaddaoud14
@zouinajami
@alhurra
@oualido
@wld_maghrib
@herkat_farouk

Top Mentioned in G2:
@egyptiontoday
@s9elham
@ferielraissi
@voiceofemirates
@cheineould

Top Mentioned in G3:
@zouinajami
@5_ersito
@aymen_amine1
@inmihrante
@oualido
@spzqs
@ridouaneerramd1
@maghrebvoices
@youtube
@salmabdelfatah

Top Mentioned in G4:
@oualido
@zouinajami
@magharibya
@chehbi
@jalal_semlali
@la__del
@facebookwatch
@maghrebvoices
@reemsara8

Top Mentioned in G5:
@ridouaneerramd1
@zouinajami
@oualido
@aljazeeradoc
@moncifhachchadi
@rt_rabie98
@lubna09380211

Top Mentioned in G6:
@ibn_badys
@antishubohat
@youtube

Top Mentioned in G7:
@m99_tv
@alibarich1
@maghrebvoices
@zouinajami
@unnewsarabic
@unarabic

Top Mentioned in G8:
@magharibya
@bntalmghrb1
@zouinajami
@oualido
@bdraldy31713276
@ridouaneerramd1

Top Mentioned in G9:
@el_bilade
@ennaharonline
@elotmanisaad
@newgoalnewlife1
@tamamslapute
@kayivod
@zouinajami
@magharibya
@oualido

Top Mentioned in G10:
@youtube
@iabda86
@saidkarmouz
@birdman_bmd
@bahaimaroc
@ibn_badys
@qarar_izala
@ashrafgharib11

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@mssbilaraby
@azoooz20300
@alalals8
@misk_eve
@elaph
@mansour_y
@amorshabbi
@aa_arabic
@raialyoum1

Top Tweeters in G1:
@falconhamada_90
@azoooz20300
@hiba76sh
@om_loai1311
@helah123
@hamada2prince
@alhurranews
@ghazolla1__rm
@tifaritib
@nasher747ghamdi

Top Tweeters in G2:
@mssbilaraby
@hanisleem1956
@wady_dynar
@s9elham
@egyptiontoday
@le_kea8
@voiceofemirates
@sasapostmedia
@almanaramedia
@tanja7com

Top Tweeters in G3:
@shamssoalassil3
@ahmedsebou
@thekingdomof212
@vendetta_m_dima
@moderox2
@karamzixer
@aftichi
@larby79106329
@hanaeester
@umjsralkghn23hl

Top Tweeters in G4:
@rose_bladi
@unemarocaine
@gamalnassila
@chehbi
@mariemines01
@aboreala
@chawi1982
@la__del
@reemsara8
@mnsfho

Top Tweeters in G5:
@mashall1384
@albrahim_yousef
@mouhayarnajia
@bzerkdi
@123mona456
@badro_ma
@aljazeeradoc
@yahya13255029
@thisisamsxxx
@souma188

Top Tweeters in G6:
@alalals8
@rnnom15
@abdulazizalojan
@pup11111
@ibnsarawat
@alshareef2002
@mohnasrawi
@tadabbaralquran
@montther__
@n444f444

Top Tweeters in G7:
@simo__ben
@_bourar
@ayoubvision
@doufikfatim
@achrafguellaf
@hi_merou
@hijosaif
@rachida_7
@101_orwell1984
@hanoudlalla

Top Tweeters in G8:
@charlenecemned
@bob_boobs
@mohamed_o3li
@soundous_reda
@0hamzaa0
@ridouanofficial
@mohamed19625040
@ilyes_m0r0cc0
@mouradramloc
@hakanminoz

Top Tweeters in G9:
@ennaharonline
@ma75roc
@ilhamo_ily
@el_bilade
@mimisanazi
@history22nd
@radioalgerie_ar
@turkishalhoub
@elotmanisaad
@almasmali_majed

Top Tweeters in G10:
@almajd2099
@iabda86
@youtube
@junebahlaq
@mrlongshadow
@ashrafgharib11
@o_kw8
@zmn246
@ilhamayat
@healthy1001