The graph represents a network of 2,646 Twitter users whose recent tweets contained "#PutSouthAfricansFirst ", 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 19:42 UTC.
The tweets in the network were tweeted over the 1013-day, 5-hour, 14-minute period from Monday, 27 April 2020 at 17:20 UTC to Saturday, 04 February 2023 at 22:34 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 : 2646
Unique Edges : 2395
Edges With Duplicates : 10378
Total Edges : 12773
Number of Edge Types : 9
Retweet : 3968
MentionsInRetweet : 5509
Quote : 507
Tweet : 657
Mentions : 389
MentionsInReplyTo : 1012
Replies to : 490
MentionsInQuote : 198
MentionsInQuoteReply : 43
Self-Loops : 877
Reciprocated Vertex Pair Ratio : 0.012684649967887
Reciprocated Edge Ratio : 0.0250515300459807
Connected Components : 30
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 2567
Maximum Edges in a Connected Component : 12610
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.325662
Graph Density : 0.000901171222532281
Modularity : 0.306275
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,646 Twitter users whose recent tweets contained "#PutSouthAfricansFirst ", 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 19:42 UTC.
The tweets in the network were tweeted over the 1013-day, 5-hour, 14-minute period from Monday, 27 April 2020 at 17:20 UTC to Saturday, 04 February 2023 at 22:34 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 : #PutSouthAfricansFirst
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:
[603] problem,country [601] capture,police [601] capture,politicians [601] police,government [601] having,problem [601] government,officials [601] country,capture [601] politicians,capture [600] tsentsho1,having [519] #putsouthafricansfirst,#operationdudula Top Word Pairs in Tweet in G1:
[487] having,problem [487] government,officials [487] country,capture [487] police,government [487] capture,police [487] capture,politicians [487] problem,country [487] politicians,capture [486] tsentsho1,having [5] south,africans Top Word Pairs in Tweet in G2:
[298] #putsouthafricansfirst,#operationdudula [223] #operationdudula,#employsouthafricans [222] #employsouthafricans,#voetsekanc [135] south,africa [125] south,africans [79] south,african [55] #operationdudula,#putsouthafricansfirst [52] illegal,foreigners [38] #putsouthafricansfirst,#immigrationcrisis [36] presidencyza,cyrilramaphosa Top Word Pairs in Tweet in G3:
[87] south,africa [78] south,africans [78] #putsouthafricansfirst,#operationdudula [70] extension,#putsouthafricansfirst [70] patriot,support [70] amadudula,#psaf [70] another,extension [70] support,amadudula [70] need,another [70] #psaf,mabahambe Top Word Pairs in Tweet in G4:
[99] sabcnews,enca [99] enca,newzroom405 [77] funny,today [77] sanctions,find [77] life,danger [77] south,africa [77] today,believe [77] against,sanctions [77] danger,fighting [77] believe,rutendo Top Word Pairs in Tweet in G5:
[236] kids,placed [135] tshwane,region [133] south,african [118] ga,rankuwa [118] long,queues [118] parents,frustrated [118] placed,foreign [118] rankuwa,south [118] queues,ga [118] frustrated,kids Top Word Pairs in Tweet in G6:
[83] remove,anc [83] anc,power [83] south,africa [82] still,deny [82] something,horribly [82] urgently,need [82] horribly,wrong [82] need,remove [82] power,something [82] deny,urgently Top Word Pairs in Tweet in G7:
[63] told,waiter [63] kolonnade,wrote [63] learnt,best [63] kingjoelaw1,food [63] food,chain [63] best,kingjoelaw1 [63] waiter,tip [63] invoice,told [63] tip,sans [63] chain,kolonnade Top Word Pairs in Tweet in G8:
[72] south,africa [64] people,failed [64] failed,states [63] dumping,site [63] africa,xenophobic [63] xenophobic,#putsouthafricansfirst [63] site,people [63] #putsouthafricansfirst,dumping [62] ofs5b,south [14] kids,placed Top Word Pairs in Tweet in G9:
[62] south,africans [59] inner,city [59] trade,township [59] africans,trade [59] city,economy [59] economy,#putsouthafricansfirst [59] township,rural [59] rural,inner [58] zungulavuyo,south [8] south,africa Top Word Pairs in Tweet in G10:
[24] ouuuuu,jay [24] emtee,#putsouthafricansfirst [24] jay,emtee [23] skool_of_rap,ouuuuu Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: