The graph represents a network of 1,431 Twitter users whose tweets in the requested range contained "#PutSouthAfricansFirst ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 18:40 UTC.
The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 9-day, 4-hour, 22-minute period from Thursday, 30 September 2021 at 05:47 UTC to Saturday, 09 October 2021 at 10:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1431
Unique Edges : 1211
Edges With Duplicates : 9674
Total Edges : 10885
Number of Edge Types : 5
Retweet : 4300
MentionsInRetweet : 5418
Mentions : 515
Replies to : 233
Tweet : 419
Self-Loops : 488
Reciprocated Vertex Pair Ratio : 0.0168044077134986
Reciprocated Edge Ratio : 0.0330533730696288
Connected Components : 14
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 10856
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.957862
Graph Density : 0.00180371689805652
Modularity : 0.191996
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,431 Twitter users whose tweets in the requested range contained "#PutSouthAfricansFirst ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 18:40 UTC.
The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 9-day, 4-hour, 22-minute period from Thursday, 30 September 2021 at 05:47 UTC to Saturday, 09 October 2021 at 10:09 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[406] south,africa [402] south,africans [342] #ieckemasepa,#ieckemasepa [270] south,african [149] herman,mashaba [144] hard,work [138] uleratopillay1,dear [130] anc,eff [117] international,investors [104] thutopele,high Top Word Pairs in Tweet in G1:
[175] south,africa [155] south,africans [108] #ieckemasepa,#ieckemasepa [82] south,african [60] uleratopillay1,dear [56] foreign,nationals [56] #voteactionsa,#letsfixsouthafrica [54] #letsfixsouthafrica,#putsouthafricansfirst [46] hard,work [38] international,investors Top Word Pairs in Tweet in G2:
[168] #ieckemasepa,#ieckemasepa [65] herman,mashaba [62] south,africa [36] vote,herman [35] south,africans [35] message,zimbabweans [35] zimbabweans,foreigners [35] foreigners,come [35] come,south [35] africa,very Top Word Pairs in Tweet in G3:
[95] south,african [87] south,africans [73] south,africa [60] anc,eff [37] actionsa,everything [37] everything,south [37] african,needs [37] needs,natives [37] natives,come [37] come,first Top Word Pairs in Tweet in G4:
[55] #employsouthafricans,#putsouthafricansfirst [43] alert,#humantraffickingisreal [43] #humantraffickingisreal,please [43] please,#putsouthafricansfirst [42] meb40122141,alert [38] meb40122141,#putsouthafricansfirst [35] creating,jobs [34] metro,creating [34] jobs,install [34] install,fibre Top Word Pairs in Tweet in G5:
[54] south,africans [46] south,africa [38] south,african [37] hard,work [33] spending,more [33] more,r3 [33] r3,billion [33] billion,brt [33] brt,system [33] system,rustenburg Top Word Pairs in Tweet in G6:
[56] #putsouthafricansfirst,#voteatm [34] atm,manifesto [34] manifesto,launch [32] township,rural [24] south,africans [23] rural,inner [23] inner,city [23] atm_gauteng,servant [20] khulula,izicaka [19] izicaka,ziphathe Top Word Pairs in Tweet in G7:
[13] south,africans [12] herman,mashaba [11] south,africa [9] action,sa [7] #voteactionsa,#letsfixsouthafrica [6] thabakoena,hermanmashaba [6] hermanmashaba,mozambican [6] mozambican,migrant [6] migrant,worker [6] worker,#putsouthafricansfirst Top Word Pairs in Tweet in G8:
[10] south,africans [6] #ieckemasepa,#ieckemasepa [4] south,africa [4] criminal,syndicate [4] syndicate,myanc [4] uleratopillay1,many [4] many,black [4] black,south [4] africans,killed [4] killed,racist Top Word Pairs in Tweet in G9:
[17] julius,malema [17] malema,doing [17] doing,known [17] known,#flipflopping [17] #flipflopping,#sbindiuyabulala [17] #sbindiuyabulala,#theplasconlifestyle [17] #theplasconlifestyle,#ifani [17] #ifani,faith [17] faith,nketsi [16] motheo2009,julius Top Word Pairs in Tweet in G10:
[3] mzwanelemanyi,iecsouthafrica [3] iecsouthafrica,gloves [3] gloves,#putsouthafricansfirst [3] #putsouthafricansfirst,camp [3] camp,instead [3] instead,uniting [2] never,forget [2] boity,called [2] called,#putsouthafricansfirst [2] #putsouthafricansfirst,unemployed 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 G6:
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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: