The graph represents a network of 2,144 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 November 2019 at 12:41 UTC.
The requested start date was Monday, 25 November 2019 at 01:01 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 3-day, 6-hour, 57-minute period from Thursday, 21 November 2019 at 18:03 UTC to Monday, 25 November 2019 at 01:00 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 : 2144
Unique Edges : 3722
Edges With Duplicates : 3800
Total Edges : 7522
Number of Edge Types : 3
Mentions : 6441
Tweet : 1066
Replies to : 15
Self-Loops : 1066
Reciprocated Vertex Pair Ratio : 0.0139064475347661
Reciprocated Edge Ratio : 0.027431421446384
Connected Components : 366
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 1475
Maximum Edges in a Connected Component : 6682
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.970279
Graph Density : 0.000872765198737995
Modularity : 0.42756
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,144 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 November 2019 at 12:41 UTC.
The requested start date was Monday, 25 November 2019 at 01:01 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 3-day, 6-hour, 57-minute period from Thursday, 21 November 2019 at 18:03 UTC to Monday, 25 November 2019 at 01:00 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 : #cloudcomputing
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:
[2218] #bigdata,#analytics [1797] #analytics,#datascience [1664] #datascience,#ai [1360] #ai,#machinelearning [1172] gt,gt [1157] #iot,#iiot [908] #machinelearning,#iot [819] #iiot,#pytorch [467] #pytorch,#python [391] #python,#rstats Top Word Pairs in Tweet in G1:
[2069] #bigdata,#analytics [1677] #analytics,#datascience [1545] #datascience,#ai [1252] #ai,#machinelearning [1081] #iot,#iiot [844] #machinelearning,#iot [770] #iiot,#pytorch [505] gt,gt [444] #pytorch,#python [379] #python,#rstats Top Word Pairs in Tweet in G2:
[220] gt,gt [93] #bigdata,#analytics [81] #analytics,#datascience [77] #datascience,#ai [62] #ai,#machinelearning [55] mikequindazzi,gt [51] internet,things [50] #iot,#iiot [46] cloud,computing [45] #cloudcomputing,#cloud Top Word Pairs in Tweet in G3:
[31] cloud,computing [24] #cloud,#cloudcomputing [22] #best,#opines [22] #opines,#cloudcomputing [17] #cloudcomputing,#cloud [10] 01,2020 [8] #aws,#cloudcomputing [7] multi,cloud [7] gt,gt [7] az,500 Top Word Pairs in Tweet in G4:
[417] gt,gt [99] mikequindazzi,gt [60] entering,2020 [57] top,#job [57] #job,hard [57] hard,skills [57] skills,entering [57] wef,linkedin [57] linkedin,mikequindazzi [57] #futureofwork,#talent Top Word Pairs in Tweet in G5:
[102] organization,ronald_vanloon [85] ronald_vanloon,exasolag [85] data,driven [58] key,success [58] success,factors [58] factors,data [58] data,analytics [58] analytics,driven [58] driven,organization [58] ronald_vanloon,francoiszim Top Word Pairs in Tweet in G6:
[32] #graphene,make [32] make,computer [32] computer,1000 [32] 1000,times [32] times,faster [32] faster,wef [32] fabriziobustama,#emergingtech [32] #emergingtech,#iot [32] #iot,#5g [31] wef,fabriziobustama Top Word Pairs in Tweet in G7:
[6] link,gt [6] gt,gt [6] comparison,#deeplearning [6] #deeplearning,frameworks [6] frameworks,#ai [6] #ai,#datascience [5] kurzes,interview [5] interview,director [5] director,thema [5] thema,ai Top Word Pairs in Tweet in G8:
[27] #cloud,#cloudcomputing [15] digital,transformation [9] treat,digital [9] transformation,project [9] project,here's [9] here's,mistakes [9] mistakes,avoid [9] avoid,gartner_inc [8] #cloudcomputing,#aws [7] #cio,#cto Top Word Pairs in Tweet in G9:
[27] myths,#ai [27] #ai,#workplace [27] #workplace,#infographic [27] #infographic,#automation [27] #automation,#robotics [27] #robotics,#digitaltransformation [26] 24kmedia,myths [26] #digitaltransformation,#robo Top Word Pairs in Tweet in G10:
[5] intel,chief [5] chief,data [5] data,scientist [5] scientist,senior [5] senior,adviser [5] adviser,fbi [5] fbi,well [5] well,congratulations [5] congratulations,melvin [5] melvin,greer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: