The graph represents a network of 1,535 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 Monday, 04 January 2021 at 05:19 UTC.
The requested start date was Sunday, 03 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, 22-hour, 46-minute period from Sunday, 20 December 2020 at 02:00 UTC to Sunday, 03 January 2021 at 00:47 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 : 1535
Unique Edges : 1125
Edges With Duplicates : 2516
Total Edges : 3641
Number of Edge Types : 5
Replies to : 99
Tweet : 756
Mentions : 478
Retweet : 1012
MentionsInRetweet : 1296
Self-Loops : 783
Reciprocated Vertex Pair Ratio : 0.0283018867924528
Reciprocated Edge Ratio : 0.055045871559633
Connected Components : 484
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 582
Maximum Edges in a Connected Component : 2245
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.059503
Graph Density : 0.000694358917734394
Modularity : 0.452324
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,535 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 Monday, 04 January 2021 at 05:19 UTC.
The requested start date was Sunday, 03 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, 22-hour, 46-minute period from Sunday, 20 December 2020 at 02:00 UTC to Sunday, 03 January 2021 at 00:47 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 : 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:
[1109] predictive,analytics [222] machine,learning [160] data,analytics [149] #bigdata,#analytics [146] #analytics,#datascience [122] #iot,#iiot [103] #datascience,#ai [98] predictive,maintenance [97] #python,#rstats [95] big,data Top Word Pairs in Tweet in G1:
[215] predictive,analytics [19] big,data [14] machine,learning [13] analytics,used [13] used,security [13] security,#internetofthings [12] data,analytics [11] understanding,free [11] analytics,big [11] data,technologies Top Word Pairs in Tweet in G2:
[140] predictive,analytics [106] machine,learning [48] data,analytics [38] big,data [38] learning,predictive [36] companies,use [33] fundamentals,machine [33] predictive,data [33] algorithms,worked [33] worked,examples Top Word Pairs in Tweet in G3:
[127] #bigdata,#analytics [125] #analytics,#datascience [100] #iot,#iiot [91] predictive,analytics [84] #python,#rstats [77] #datascience,#ai [72] #ai,#machinelearning [62] machine,learning [57] #iiot,#python [54] top,10 Top Word Pairs in Tweet in G4:
[82] predictive,analytics [23] data,science [19] advanced,predictive [19] software,market [18] analytics,software [17] analytics,used [17] used,security [17] security,#iot [17] #iot,#ipv6 [17] #ipv6,#m2m Top Word Pairs in Tweet in G5:
[77] predictive,analytics [14] analytics,customer [14] customer,experience [13] retailers,flocking [13] flocking,predictive [10] automeme,predictive [8] analytics,python [8] damage,caused [8] caused,pandemic [8] pandemic,predicted Top Word Pairs in Tweet in G6:
[103] predictive,analytics [61] data,analytics [54] currently,using [54] using,predictive [54] analytics,algorithmic [54] algorithmic,decision [54] decision,making [54] making,data [46] council,currently [15] district,council Top Word Pairs in Tweet in G7:
[18] predictive,analytics [11] uses,modeling [11] modeling,data [10] identify,opportunities [10] opportunities,mitigate [10] mitigate,risks [9] data,mining [8] analytics,uses [8] mining,forecast [8] forecast,future Top Word Pairs in Tweet in G8:
[15] predictive,analytics [11] gt,gt [9] predictive,maintenance [6] machine,learning [6] link,gt [5] gt,inteliot [5] organizations,starting [5] starting,integrate [5] integrate,ai [5] ai,businesses Top Word Pairs in Tweet in G9:
[30] predictive,analytics [26] artificial,intelligence [11] predictive,#analytics [9] use,predictive [9] #analytics,quadrupled [9] quadrupled,past [9] past,years [9] years,#hr [9] #hr,know [9] know,employees Top Word Pairs in Tweet in G10:
[23] combining,digital [23] digital,design [23] design,ai [23] ai,powered [23] powered,analytics [23] analytics,enable [23] enable,true [23] true,predictive [23] predictive,maintenance [23] maintenance,usarmy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
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: