The graph represents a network of 2,393 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 18:40 UTC.
The tweets in the network were tweeted over the 1055-day, 2-hour, 6-minute period from Monday, 27 April 2020 at 19:39 UTC to Saturday, 18 March 2023 at 21:46 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 : 2393
Unique Edges : 1864
Edges With Duplicates : 10261
Total Edges : 12125
Number of Edge Types : 9
Retweet : 4406
MentionsInRetweet : 5757
MentionsInQuote : 299
MentionsInReplyTo : 590
Mentions : 189
Replies to : 265
Quote : 283
Tweet : 335
MentionsInQuoteReply : 1
Self-Loops : 414
Reciprocated Vertex Pair Ratio : 0.0139168650430324
Reciprocated Edge Ratio : 0.0274516886400578
Connected Components : 21
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 2358
Maximum Edges in a Connected Component : 12052
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.144599
Graph Density : 0.000967321074426945
Modularity : 0.283533
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,393 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 18:40 UTC.
The tweets in the network were tweeted over the 1055-day, 2-hour, 6-minute period from Monday, 27 April 2020 at 19:39 UTC to Saturday, 18 March 2023 at 21:46 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:
[562] south,africa [492] south,african's [491] calling,businesses [491] dispelling,notion [491] watch,gaytonmck [491] stop,hiring [491] african's,lazy [491] hiring,illegal [491] lazy,calling [491] notion,south Top Word Pairs in Tweet in G1:
[420] lazy,calling [420] hiring,illegal [420] gaytonmck,dispelling [420] south,african's [420] stop,hiring [420] calling,businesses [420] businesses,stop [420] watch,gaytonmck [420] dispelling,notion [420] notion,south Top Word Pairs in Tweet in G2:
[222] #putsouthafricansfirst,#operationdudula [123] south,africa [114] south,africans [101] #operationdudula,#putsouthafricansfirst [85] #operationdudula,#employsouthafricans [82] #employsouthafricans,#voetsekanc [38] africa,country [37] #putsouthafricansfirst,movement [36] illegal,foreigners [35] brilliant,bangladeshis Top Word Pairs in Tweet in G3:
[118] south,africa [96] come,way [96] being,run [96] tell,africans [96] somebody,tell [96] racist,imperialist [96] africans,come [96] country,being [96] way,south [96] africa,country Top Word Pairs in Tweet in G4:
[126] south,africa [110] beloved,country [110] country,#voetsekeff [110] #voetsekeff,#voetsekeff [110] stand,defend [110] defend,beloved [110] ourselves,together [110] together,stand [109] #voetsekeff,#putsouthafricansfir [109] ruraltarain_2,ourselves Top Word Pairs in Tweet in G5:
[79] arrested,selling [79] shop,ci [79] selling,drugs [79] made,friday [79] drugs,shop [79] brilliant,bangladeshis [79] tmpd,saps [79] saps,made [79] bangladeshis,arrested [79] ci,tmpd Top Word Pairs in Tweet in G6:
[145] below,plant [145] harties,dam [145] water,hyacinth [145] infested,invasive [145] pic,below [145] plant,field [145] actually,harties [145] dam,infested [145] invasive,water [145] field,actually Top Word Pairs in Tweet in G7:
[98] #putsouthafricansfirst,#operationdudula [93] manje,san [93] protect,nation [93] ziyakhala,manje [93] nation,country [93] country,#putsouthafricansfirst [93] san,protect [92] apricot76603491,ziyakhala [53] struu,knowing [53] time,#putsouthafricansfirst Top Word Pairs in Tweet in G8:
[42] #putsouthafricansfirst,#operationdudula [37] mbalula,talk [37] fikile,mbalula [37] countries,wish [37] talk,translated [37] go,countries [37] translated,action [37] wish,fikile [36] umalumewabantu,go [36] action,#putsout Top Word Pairs in Tweet in G9:
[66] #operationdudula,#putsouthafricansfirst [58] #putsouthafricansfirst,#wewantourcountryback [54] sadi18032311,#operationdudula [39] leginaah,mastimpa [39] #wewantourcountryback,leginaah [16] south,africa [13] south,africans [9] eff,never [9] done,nothing [9] africa,done Top Word Pairs in Tweet in G10:
[16] morning,#putsouthafricansfirst [16] home,affairs [16] #putsouthafricafirst,#operationdudula [16] #operationdudula,president [16] commander,morning [16] cyril,ramaphosa [16] #putsouthafricansfirst,#putsouthafricafirst [16] president,cyril [16] ramaphosa,home [15] sthululudhlems,commander Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: