The graph represents a network of 4,626 Twitter users whose recent tweets contained "العربية", 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 07:34 UTC.
The tweets in the network were tweeted over the 3816-day, 5-hour, 21-minute period from Friday, 05 October 2012 at 18:38 UTC to Sunday, 19 March 2023 at 00:00 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 : 4626
Unique Edges : 2078
Edges With Duplicates : 9172
Total Edges : 11250
Number of Edge Types : 9
Retweet : 2778
MentionsInRetweet : 2869
Tweet : 2274
Quote : 1031
Replies to : 989
MentionsInReplyTo : 1154
Mentions : 143
MentionsInQuoteReply : 6
MentionsInQuote : 6
Self-Loops : 2416
Reciprocated Vertex Pair Ratio : 0.0141712877387554
Reciprocated Edge Ratio : 0.0279465370595383
Connected Components : 770
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 1553
Maximum Edges in a Connected Component : 4828
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.865733
Graph Density : 0.000230798892277491
Modularity : 0.44326
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,626 Twitter users whose recent tweets contained "العربية", 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 07:34 UTC.
The tweets in the network were tweeted over the 3816-day, 5-hour, 21-minute period from Friday, 05 October 2012 at 18:38 UTC to Sunday, 19 March 2023 at 00:00 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 : العربية
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:
[2146] ##,#實實阿點用其實 [389] علي,عبدالله [385] عبدالله,صالح [367] صالح,علي [292] العربية,زوجة [268] من,أجل [264] الحمار,كبيرة [261] زوجة,الحمار [261] أجل,الفرح [261] كبيرة,تشتكي Top Word Pairs in Tweet in G1:
[591] ##,#實實阿點用其實 [39] العربية,## [37] العربية,في [32] الحديثة,## [28] في,العربية [26] ذلك,الكاتب [25] في,في [23] الذين,العربية [23] ومصطفى,## [21] العربية,المقالة Top Word Pairs in Tweet in G2:
[506] ##,#實實阿點用其實 [55] العربية,## [24] أن,## [22] الأدب,مونتين [21] مونتين,## [20] في,ولم [19] هو,العربية [18] في,## [18] في,العربية [17] مونتين,العربية Top Word Pairs in Tweet in G3:
[554] ##,#實實阿點用其實 [33] ذلك,الكاتب [28] في,العربية [23] في,## [22] العربية,## [20] من,العربية [18] العربية,من [17] العربية,في [15] قانون,العربية [14] العربية,الغربية Top Word Pairs in Tweet in G4:
[366] ##,#實實阿點用其實 [22] كان,تاريخ [16] العربية,في [15] مونتين,العربية [15] العربية,مصر [15] العربية,## [15] قصيرة,العربية [15] في,## [14] كتابه,## [14] العربية,كان Top Word Pairs in Tweet in G5:
[21] العربية,السعودية [19] اللغة,العربية [16] المملكة,العربية [14] السلام,عليكم [12] #المدينة_الان,#الخرج [12] الهند,مومباي [12] استقدام,الهند [12] #زجران_الان,#المدينة_الان [12] #النصر_ضمك,#الرياض_الان [12] مومباي,#النصر_ضمك Top Word Pairs in Tweet in G6:
[108] هيئة,إلى [108] إلى,أخرى [108] تدليك,كامل [108] الان,#massage_in_jeddah_now [108] في,جداد [108] الخدمة,في [108] كامل,الخدمة [108] أخرى,24 [108] من,هيئة [108] #massage_in_jeddah_now,من Top Word Pairs in Tweet in G7:
[115] #هاكثون_المسؤولية_المجتمعية,بتنظيم [115] انطلاق,مسارات [115] بتعاون,#تك_شوب [115] قريبا,انطلاق [115] #جمعية_المسؤولية_المجتمعية,بتعاون [115] بتنظيم,#جمعية_المسؤولية_المجتمعية [115] التحدي,#هاكثون_المسؤولية_المجتمعية [115] مسارات,التحدي [114] techshopksa,قريبا [114] #تك_شوب,الس Top Word Pairs in Tweet in G8:
[41] الفرص,الاستثمارية [41] حلبة,السرعة [41] من,حلبة [41] فريق,#استثمر_في_السعودية [41] الاستثمارية,غير [41] #استثمر_في_السعودية,الفرص [41] غير,المحدودة [41] والمنافسة,#فورمولا1_في_السعودية [41] السرعة,والمنافسة [41] #فورمولا1_في_السعودية,يستعرض Top Word Pairs in Tweet in G9:
[32] العربية,السعودية [27] المملكة,العربية [23] defensearab,المملكة [21] جرائم,دولة [21] #رمضان,عمل [21] على,قناة [21] قناة,mbc [21] عمل,درامي [21] يحكي,أحد [21] دولة,الاحتلال Top Word Pairs in Tweet in G10:
[92] ليس,لنا [92] إلا,أني [92] الجدول,العجيب [92] الوسط,الرياضي [92] أني,مثل [92] بهذا,الجدول [92] والله,أخجل [92] مثل,غالبية [92] الخليج,والدول [92] في,الخليج 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 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: