The graph represents a network of 2,224 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, 17 January 2021 at 05:19 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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, 3-hour, 55-minute period from Sunday, 03 January 2021 at 01:22 UTC to Saturday, 16 January 2021 at 05:18 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 : 2224
Unique Edges : 1622
Edges With Duplicates : 3584
Total Edges : 5206
Number of Edge Types : 5
Retweet : 1495
MentionsInRetweet : 1975
Mentions : 699
Tweet : 914
Replies to : 123
Self-Loops : 939
Reciprocated Vertex Pair Ratio : 0.0251442704039571
Reciprocated Edge Ratio : 0.0490550864495376
Connected Components : 609
Single-Vertex Connected Components : 361
Maximum Vertices in a Connected Component : 874
Maximum Edges in a Connected Component : 3327
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.965617
Graph Density : 0.000503038864454995
Modularity : 0.471837
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,224 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, 17 January 2021 at 05:19 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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, 3-hour, 55-minute period from Sunday, 03 January 2021 at 01:22 UTC to Saturday, 16 January 2021 at 05:18 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:
[1509] predictive,analytics [251] #bigdata,#analytics [233] #analytics,#datascience [195] artificial,intelligence [190] data,analytics [186] machine,learning [142] #iot,#iiot [137] #books,#predictiveanalytics [133] using,predictive [132] #datascience,#iot Top Word Pairs in Tweet in G1:
[317] predictive,analytics [32] covid,19 [30] big,data [28] 19,upending [28] practices,sidelining [28] sidelining,predictive [28] driving,firms [28] firms,external [28] external,data [27] analytics,practices Top Word Pairs in Tweet in G2:
[294] predictive,analytics [237] #bigdata,#analytics [220] #analytics,#datascience [136] #books,#predictiveanalytics [136] #iot,#iiot [131] #datascience,#iot [121] #iiot,#python [121] #python,#rstats [119] #predictiveanalytics,data [119] data,modeling Top Word Pairs in Tweet in G3:
[101] predictive,analytics [91] artificial,intelligence [27] intelligence,drive [27] drive,predictive [27] analytics,heights [27] heights,#artificialintelligence [19] intelligence,predictive [14] williamvorhies,president [14] president,chief [14] chief,data Top Word Pairs in Tweet in G4:
[80] hurt,predictive [80] predictive,analytics [80] analytics,zealots [80] zealots,much [80] much,#boltup [80] #boltup,#pepsiroy [80] #pepsiroy,herbert [79] adroitayers,hurt Top Word Pairs in Tweet in G5:
[58] petebuttigieg,improving [58] improving,infrastructure [58] infrastructure,cities [58] cities,using [58] using,artificial [58] artificial,intelligence [58] intelligence,predictive [58] predictive,analytics [58] analytics,gives [57] soulflickering,petebuttigieg Top Word Pairs in Tweet in G6:
[66] predictive,analytics [50] past,longer [50] longer,guide [50] guide,future [50] re,going [50] going,tough [50] tough,time [50] time,doing [50] doing,sort [50] sort,predictive Top Word Pairs in Tweet in G7:
[53] data,science [45] predictive,analytics [21] science,work [21] work,using [19] analytics,data [18] machine,learning [18] using,postgresql [12] data,engineering [12] predictive,#analytics [11] science,machine Top Word Pairs in Tweet in G9:
[46] gt,gt [25] link,gt [24] predictive,maintenance [21] gt,inteliot [19] increasing,efficiency [19] efficiency,uptime [19] uptime,predictive [19] maintenance,link [15] abetterinnovat1,increasing [15] inteliot,fourdotoneâ Top Word Pairs in Tweet in G10:
[35] predictive,analytics [31] crystal,ball [31] ball,key [31] key,trends [31] trends,2021 [31] 2021,based [31] based,predictive [31] analytics,surprise [31] surprise,#esg [31] #esg,#value Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: