The graph represents a network of 1,774 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 4325-day, 13-hour, 40-minute period from Friday, 01 April 2011 at 19:54 UTC to Friday, 03 February 2023 at 09:34 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
Vertices : 1774
Unique Edges : 798
Edges With Duplicates : 5049
Total Edges : 5847
Number of Edge Types : 8
Tweet : 1287
Retweet : 1687
MentionsInRetweet : 1717
MentionsInReplyTo : 664
Replies to : 360
Mentions : 116
Quote : 14
MentionsInQuote : 2
Self-Loops : 1367
Reciprocated Vertex Pair Ratio : 0.052168815943728
Reciprocated Edge Ratio : 0.0991643454038997
Connected Components : 400
Single-Vertex Connected Components : 256
Maximum Vertices in a Connected Component : 1043
Maximum Edges in a Connected Component : 4714
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.794713
Graph Density : 0.000570692416817209
Modularity : 0.29662
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,774 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 4325-day, 13-hour, 40-minute period from Friday, 01 April 2011 at 19:54 UTC to Friday, 03 February 2023 at 09:34 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[1253] أصوات,مغاربية [462] اصوات,مغاربية [186] بلد,مغاربي [186] كل,بلد [164] البلدان,المغاربية [151] المصدر,أصوات [140] في,كل [126] مغاربي,#أصوات_مغاربية [112] سنة,2020 [100] maghreb,voices Top Word Pairs in Tweet in G1:
[202] أصوات,مغاربية [44] اصوات,مغاربية [34] maghreb,voices [33] مغاربية,maghreb [26] موقع,أصوات [20] لـ,أصوات [19] صفحة,أصوات [10] لموقع,أصوات [10] مغاربية,حول [9] على,أصوات Top Word Pairs in Tweet in G2:
[232] 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 [46] لـ,أصوات Top Word Pairs in Tweet in G3:
[122] اصوات,مغاربية [106] أصوات,مغاربية [67] الخارجية,الأمريكية [66] أصيب,بالسعار [66] الدول,الآمنة [66] مسكين,أصيب [66] نشرت,أصوات [66] zouinajami,نشرت [66] الأمريكية,بوصبع [66] التعاليق,منهم Top Word Pairs in Tweet in G4:
[118] أصوات,مغاربية [49] المصدر,أصوات [44] البلدان,المغاربية [27] 2020,المصدر [22] المغاربية,من [21] اصوات,مغاربية [19] خلال,سنة [19] سنة,2020 [19] مداخيل,ونفقات [19] ونفقات,البلدان Top Word Pairs in Tweet in G5:
[46] ملايين,دولار [46] سنة,2020 [46] بحوالي,ملايين [45] مقارنة,بسنة [45] 2020,تراجع [45] حجم,ما [45] بسنة,2019 [45] تراجع,الصادرات [45] استوردته,إسرائيل [45] 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:
[121] أصوات,مغاربية [61] المصدر,أصوات [53] #تونس,#الجزائر [49] البلدان,المغاربية [46] #الجزائر,#المغرب [39] في,البلدان [37] #ليبيا,#تونس [36] #المغرب,#موريتانيا [30] سنة,2020 [22] البلدان,#المغاربية Top Word Pairs in Tweet in G8:
[26] اصوات,مغاربية [22] أصوات,مغاربية [14] من,الإعلام [13] التواصل,الاجتماعي [13] و,وسائل [13] التقليدي,و [13] الاجتماعي,تابعة [13] البارحة,حملة [13] وشرسة,على [13] ابتدأت,منذ Top Word Pairs in Tweet in G9:
[49] أصوات,مغاربية [30] صفحة,أصوات [25] أكاذيب,صفحة [15] maghreb,voices [15] مغاربية,maghreb [13] مغاربية,كلمة [13] نسف,أكاذيب [12] youtube,على [12] أعجبني,فيديو [12] فيديو,youtube Top Word Pairs in Tweet in G10:
[27] كورونا,المستقبلية [27] المستقبلية,لبشير [27] يطور,لقاحا [27] فيروسات,كورونا [27] هناك,احتمال [27] من,فيروسات [27] احتمال,كوفيد [27] عام,2025 [27] لقاحا,يوفر [27] الحماية,الاستباقية Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: