The graph represents a network of 2,185 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, 17 February 2020 at 14:42 UTC.
The requested start date was Monday, 17 February 2020 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 2-day, 0-hour, 29-minute period from Thursday, 13 February 2020 at 12:00 UTC to Saturday, 15 February 2020 at 12:30 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 : 2185
Unique Edges : 3238
Edges With Duplicates : 3553
Total Edges : 6791
Number of Edge Types : 4
Mentions : 608
Tweet : 1337
MentionsInRetweet : 4829
Replies to : 17
Self-Loops : 1337
Reciprocated Vertex Pair Ratio : 0.0083184789067142
Reciprocated Edge Ratio : 0.0164997053624042
Connected Components : 487
Single-Vertex Connected Components : 328
Maximum Vertices in a Connected Component : 1354
Maximum Edges in a Connected Component : 5759
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.353377
Graph Density : 0.000711226226100368
Modularity : 0.439799
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,185 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, 17 February 2020 at 14:42 UTC.
The requested start date was Monday, 17 February 2020 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 2-day, 0-hour, 29-minute period from Thursday, 13 February 2020 at 12:00 UTC to Saturday, 15 February 2020 at 12:30 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:
[1584] #bigdata,#analytics [1324] #analytics,#datascience [989] #datascience,#ai [878] #iot,#iiot [707] #ai,#machinelearning [643] gt,gt [548] #iiot,#pytorch [488] #machinelearning,#iot [450] #pytorch,#python [315] #python,#rstats Top Word Pairs in Tweet in G1:
[1301] #bigdata,#analytics [1114] #analytics,#datascience [822] #datascience,#ai [701] #iot,#iiot [548] #ai,#machinelearning [423] #iiot,#pytorch [379] #pytorch,#python [372] #machinelearning,#iot [269] #python,#rstats [197] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[35] cloud,computing [24] #cloud,#cloudcomputing [12] #cloudcomputing,#cloud [10] cloud,based [7] next,generation [6] roaring,twenties [6] computing,#cloudcomputing [6] cloud,article [6] article,explores [6] explores,next Top Word Pairs in Tweet in G3:
[437] gt,gt [113] ravikikan,#robotics [113] #robotics,#artificialintelligence [109] #artificialintelligence,#datascience [99] #ai,#iot [89] #bigdata,#analytics [84] #iot,#robotics [82] wef,mikequindazzi [81] mikequindazzi,gt [76] gt,wef Top Word Pairs in Tweet in G4:
[113] #bigdata,#analytics [96] #analytics,#datascience [70] #datascience,#ai [69] #iot,#iiot [60] #ai,#machinelearning [44] #iiot,#pytorch [38] #pytorch,#python [35] #machinelearning,#iot [32] #cloud,#tech [32] gt,gt Top Word Pairs in Tweet in G5:
[63] cloud,computing [24] business,#cloudcomputing [23] microsoft,continues [23] continues,strengthen [20] cloud,#cloudcomputing [17] 5g,drive [17] drive,cloud [17] computing,next [17] next,level [17] level,#cloudcomputing Top Word Pairs in Tweet in G6:
[38] gt,gt [20] #oowlon,itw [20] itw,aderbenwick [20] aderbenwick,oracle [20] oracle,helps [20] helps,researchers [20] researchers,go [20] go,faster [18] faster,development [15] development,research Top Word Pairs in Tweet in G7:
[31] #cloud,#cloudcomputing [12] #cloudcomputing,#cybersecurity [9] more,hacks [8] icymi,listed [7] techhq,teams [7] teams,cloud [7] cloud,cyber [7] cyber,security [7] security,expo [6] #thedigitalcoach,#brisbane Top Word Pairs in Tweet in G8:
[84] gt,gt [52] #bigdata,#analytics [46] #analytics,#datascience [43] #datascience,#ai [30] #ai,#machinelearning [28] #iot,#iiot [21] #iiot,#pytorch [20] #machinelearning,#iot [19] gt,#pwc [19] andysugs,gp_pulipaka Top Word Pairs in Tweet in G9:
[32] need,#bigdata [32] #bigdata,#ai [32] #ai,#cloudcomputing [32] #cloudcomputing,know [32] know,#xijinping [32] #xijinping,big [32] big,disaster [32] disaster,#china [31] gordongchang,need [31] #china,#coronavirus Top Word Pairs in Tweet in G10:
[27] #opines,#cloud [26] #cloud,#cloudblogs [25] #cloudblogs,#cloudcomputing [11] amazon,web [11] web,services [8] top,10 [7] free,#aws [7] job,assist [7] published,top [7] 10,courses Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
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 G4:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: