The graph represents a network of 2,120 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 05:02 UTC.
The requested start date was Sunday, 19 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 15-minute period from Sunday, 05 September 2021 at 00:41 UTC to Saturday, 18 September 2021 at 19:57 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 : 2120
Unique Edges : 1732
Edges With Duplicates : 3157
Total Edges : 4889
Number of Edge Types : 5
Retweet : 1325
MentionsInRetweet : 1882
Tweet : 836
Mentions : 735
Replies to : 111
Self-Loops : 849
Reciprocated Vertex Pair Ratio : 0.0325311942959002
Reciprocated Edge Ratio : 0.0630125161847216
Connected Components : 676
Single-Vertex Connected Components : 424
Maximum Vertices in a Connected Component : 706
Maximum Edges in a Connected Component : 2837
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.404575
Graph Density : 0.000515773727372292
Modularity : 0.482014
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,120 Twitter users whose tweets in the requested range contained "predictive analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 05:02 UTC.
The requested start date was Sunday, 19 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 15-minute period from Sunday, 05 September 2021 at 00:41 UTC to Saturday, 18 September 2021 at 19:57 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 : predictive analytics
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:
[1338] predictive,analytics [182] using,predictive [165] data,analytics [118] crop,protection [118] protection,management [118] management,forecasting [118] forecasting,using [111] #datascience,#ai [110] #ai,#machinelearning [107] #analytics,#datascience Top Word Pairs in Tweet in G1:
[345] predictive,analytics [31] machine,learning [26] learn,more [22] use,predictive [20] data,analytics [19] analytics,ai [19] predictive,prescriptive [19] analytics,contact [17] prescriptive,analytics [16] solution,predictive Top Word Pairs in Tweet in G2:
[256] predictive,analytics [106] #ai,#machinelearning [99] #machinelearning,#iot [99] #iot,#iiot [98] #bigdata,#analytics [98] #analytics,#datascience [98] #datascience,#ai [97] neuromorphic,predictive [97] predictive,neural [97] neural,network Top Word Pairs in Tweet in G3:
[132] predictive,analytics [82] analytics,models [82] models,improve [82] improve,innovators [82] innovators,advocating [82] advocating,better [82] better,access [82] access,ways [82] ways,interpret [82] interpret,climate Top Word Pairs in Tweet in G4:
[119] predictive,analytics [118] crop,protection [118] protection,management [118] management,forecasting [118] forecasting,using [118] using,predictive [99] smart,techniques [99] techniques,crop [78] digital,farming [59] farming,smart Top Word Pairs in Tweet in G5:
[56] predictive,analytics [32] artificial,intelligence [29] machine,learning [11] pleased,announce [11] announce,enlighten [11] enlighten,ai [11] ai,named [11] named,winner [11] winner,best [11] best,use Top Word Pairs in Tweet in G6:
[2] arapaho415,clearing_fog [2] clearing_fog,leesgirl9 [2] leesgirl9,satirehat [2] satirehat,karolcummins [2] karolcummins,duboo [2] duboo,reince [2] reince,mar [2] mar,18 [2] 18,2014 [2] 2014,ve Top Word Pairs in Tweet in G7:
[3] temple_surly,smashcarm [3] smashcarm,jsaholmes [3] jsaholmes,ginapro [3] ginapro,ckitoutpassiton [3] ckitoutpassiton,andylumm [3] andylumm,ghoppe [3] ghoppe,browningneelyn [3] browningneelyn,barryjohnreid21 [2] kayvonpaul,temple_surly [2] barryjohnreid21,alex_on_a Top Word Pairs in Tweet in G8:
[29] predictive,analytics [19] we've,seeing [19] seeing,stones [19] stones,business [19] business,know [19] know,future [19] future,beholds [19] beholds,top [19] top,predictive [19] analytics,software Top Word Pairs in Tweet in G9:
[66] usaid_nishtha,supporting [66] supporting,maharashtra [66] maharashtra,developing [66] developing,data [66] data,analytics [66] analytics,predictive [66] predictive,modeling [66] modeling,dashboard [66] dashboard,help [62] usaid_nishtha,usaid_nishtha Top Word Pairs in Tweet in G10:
[17] using,predictive [17] predictive,#dataanalytics [17] #dataanalytics,expand [17] expand,knowledge [17] knowledge,#alzheimers [17] #alzheimers,#dementia [17] #dementia,democracystorm [16] lead_coalition,using Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: