The graph represents a network of 18,785 Twitter users whose recent tweets contained ""GET A JOB"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 September 2021 at 03:35 UTC.
The tweets in the network were tweeted over the 12-hour, 24-minute period from Tuesday, 07 September 2021 at 14:22 UTC to Wednesday, 08 September 2021 at 02:47 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 : 18785
Unique Edges : 20490
Edges With Duplicates : 1107
Total Edges : 21597
Number of Edge Types : 5
Retweet : 12801
Replies to : 3522
Mentions : 2655
MentionsInRetweet : 373
Tweet : 2246
Self-Loops : 2288
Reciprocated Vertex Pair Ratio : 0.00255237690098905
Reciprocated Edge Ratio : 0.00509175771719529
Connected Components : 3223
Single-Vertex Connected Components : 1532
Maximum Vertices in a Connected Component : 11485
Maximum Edges in a Connected Component : 15081
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 4.897542
Graph Density : 5.34323436683098E-05
Modularity : 0.79588
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 18,785 Twitter users whose recent tweets contained ""GET A JOB"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 September 2021 at 03:35 UTC.
The tweets in the network were tweeted over the 12-hour, 24-minute period from Tuesday, 07 September 2021 at 14:22 UTC to Wednesday, 08 September 2021 at 02:47 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 : TwitterSearch
Graph Term : "GET A JOB"
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:
[5174] ted,cruz [3004] people,job [2574] telling,people [1769] unemployment,benefits [1613] cruz,telling [1086] losing,unemployment [998] job,millions [993] millions,vacancies [993] small,businesses [991] nation,desperate Top Word Pairs in Tweet in G1:
[924] people,job [875] job,millions [875] millions,vacancies [875] small,businesses [875] desperate,workers [874] vacancies,small [874] businesses,nation [874] nation,desperate [608] ted,cruz [561] labor,day Top Word Pairs in Tweet in G2:
[2081] ted,cruz [1229] telling,people [1213] cruz,telling [962] people,job [688] job,awfully [688] awfully,ironic [688] ironic,being [688] being,job [688] job,literally [688] literally,fled Top Word Pairs in Tweet in G3:
[241] ted,cruz [98] cruz,tells [92] unemployment,benefits [72] 'get,job' [66] people,job [65] losing,unemployment [63] cruz,millions [63] millions,losing [61] go,job [61] job,' Top Word Pairs in Tweet in G4:
[793] #ted,job [793] job,#cruz [793] #cruz,great [793] great,job [793] job,sits [793] sits,fat [793] fat,ass [793] ass,day [793] day,collects [793] collects,175 Top Word Pairs in Tweet in G5:
[652] ted,cruz [623] unemployment,benefits [621] millions,losing [621] losing,unemployment [620] cruz,millions [619] benefits,job [62] dems,keep [35] job,openings [32] millions,job [32] small,business Top Word Pairs in Tweet in G6:
[280] unemployment,benefits [222] benefits,week [222] week,job [222] 10,million [221] losing,unemployment [216] americans,losing [216] job,10 [113] join,union [112] union,realizes [112] realizes,job Top Word Pairs in Tweet in G7:
[538] people,job [525] telling,people [514] more,telling [507] less,telling [507] create,environment [506] job,more [505] telling,employers [505] employers,create [505] environment,support [505] support,uplift Top Word Pairs in Tweet in G8:
[444] go,job [434] more,positive [434] positive,development [434] development,america [434] america,today [434] today,men [434] men,avoiding [434] avoiding,communist [434] communist,poison [434] poison,university Top Word Pairs in Tweet in G9:
[530] ted,cruz [398] millions,jobs [398] jobs,available [398] available,worthless [398] worthless,leftists [398] leftists,triggered [398] triggered,senator [398] senator,ted [398] cruz,wait [398] wait,job Top Word Pairs in Tweet in G10:
[444] ted,cruz [384] unemployment,benefits [382] dear,ted [381] cruz,unemployment [381] benefits,run [381] run,today [381] today,'get [381] 'get,job' [381] job',77 [381] 77,years Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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