The graph represents a network of 2,516 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 19:59 UTC.
The tweets in the network were tweeted over the 1526-day, 7-hour, 52-minute period from Saturday, 05 January 2019 at 17:07 UTC to Sunday, 12 March 2023 at 01:00 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 : 2516
Unique Edges : 2266
Edges With Duplicates : 10427
Total Edges : 12693
Number of Edge Types : 9
Retweet : 4208
MentionsInRetweet : 5869
Replies to : 357
MentionsInReplyTo : 802
Quote : 408
Mentions : 265
Tweet : 479
MentionsInQuote : 299
MentionsInQuoteReply : 6
Self-Loops : 618
Reciprocated Vertex Pair Ratio : 0.0122401073105298
Reciprocated Edge Ratio : 0.0241841974490641
Connected Components : 40
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 2451
Maximum Edges in a Connected Component : 12530
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.251104
Graph Density : 0.000954053105848218
Modularity : 0.297486
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,516 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 19:59 UTC.
The tweets in the network were tweeted over the 1526-day, 7-hour, 52-minute period from Saturday, 05 January 2019 at 17:07 UTC to Sunday, 12 March 2023 at 01:00 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 : #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:
[547] south,africa [480] south,african's [479] calling,businesses [479] dispelling,notion [479] watch,gaytonmck [479] stop,hiring [479] african's,lazy [479] hiring,illegal [479] lazy,calling [479] notion,south Top Word Pairs in Tweet in G1:
[419] gaytonmck,dispelling [419] stop,hiring [419] dispelling,notion [419] notion,south [419] watch,gaytonmck [419] african's,lazy [419] calling,businesses [419] lazy,calling [419] south,african's [419] businesses,stop Top Word Pairs in Tweet in G2:
[317] #putsouthafricansfirst,#operationdudula [184] #operationdudula,#employsouthafricans [180] #employsouthafricans,#voetsekanc [141] south,africans [133] south,africa [124] #operationdudula,#putsouthafricansfirst [98] illegal,foreigners [67] homeaffairssa,illegal [60] #putsouthafricansfirst,#immigrationcrisis [59] fraudulently,obtained Top Word Pairs in Tweet in G3:
[230] south,africa [224] men,zimbabwean [224] taken,over [224] ase,zimbabwe [224] aneke,amasende [224] zimbabwean,cowards [224] chinese,men [224] zimbabwe,aneke [224] amasende,south [224] country,taken Top Word Pairs in Tweet in G4:
[60] asylum,seekers [60] bogus,asylum [59] exposes,threat [59] those,used [59] illegal,migrants [59] posed,bogus [59] migrants,those [59] afghans,exposes [59] dumping,afghans [59] seekers,illegal Top Word Pairs in Tweet in G5:
[63] rendered,useless [63] useless,thanks [63] enforcement,agencies [63] anymore,law [63] having,party [63] party,sa [63] sa,fear [63] law,enforcement [63] fear,anymore [63] agencies,rendered Top Word Pairs in Tweet in G6:
[102] fraudulently,obtained [70] arrested,selling [70] shop,ci [70] selling,drugs [70] made,friday [70] drugs,shop [70] brilliant,bangladeshis [70] tmpd,saps [70] saps,made [70] bangladeshis,arrested Top Word Pairs in Tweet in G7:
[137] invasive,water [137] water,hyacinth [137] actually,harties [137] plant,field [137] field,actually [137] dam,infested [137] below,plant [137] pic,below [137] infested,invasive [137] harties,dam Top Word Pairs in Tweet in G8:
[37] reclaim,hijacked [37] eff,vowed [37] jhb,single [37] hijacked,buildings [37] vowed,radically [37] days,eff [37] radically,reclaim [37] buildings,jhb [37] single,building [36] isephara,days Top Word Pairs in Tweet in G9:
[73] taken,down [73] african,countries [73] 40,60 [73] down,borders [73] borders,somehow [73] countries,independence [73] independence,over [73] years,taken [73] 60,years [73] over,40 Top Word Pairs in Tweet in G10:
[29] south,africans [29] township,rural [29] trade,township [29] inner,city [29] city,economy [29] rural,inner [29] economy,#putsouthafricansfirst [29] africans,trade [28] zungulavuyo,south [3] south,africa Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: