The graph represents a network of 1,936 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, 12 October 2020 at 11:34 UTC.
The requested start date was Monday, 12 October 2020 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 2-day, 6-hour, 48-minute period from Friday, 09 October 2020 at 08:09 UTC to Sunday, 11 October 2020 at 14:58 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 : 1936
Unique Edges : 1786
Edges With Duplicates : 15482
Total Edges : 17268
Number of Edge Types : 5
Retweet : 6334
MentionsInRetweet : 8262
Replies to : 124
Mentions : 1448
Tweet : 1100
Self-Loops : 1245
Reciprocated Vertex Pair Ratio : 0.0132508833922261
Reciprocated Edge Ratio : 0.02615518744551
Connected Components : 236
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 1559
Maximum Edges in a Connected Component : 16754
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.725132
Graph Density : 0.00122472078074615
Modularity : 0.190574
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,936 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, 12 October 2020 at 11:34 UTC.
The requested start date was Monday, 12 October 2020 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 2-day, 6-hour, 48-minute period from Friday, 09 October 2020 at 08:09 UTC to Sunday, 11 October 2020 at 14:58 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:
[2684] #bigdata,#analytics [2480] #analytics,#datascience [2316] #iot,#iiot [1945] #datascience,#ai [1526] #python,#rstats [1450] #ai,#machinelearning [1348] #machinelearning,#iot [806] #iiot,#python [718] #iiot,#pytorch [624] #pytorch,#python Top Word Pairs in Tweet in G1:
[1887] #bigdata,#analytics [1702] #analytics,#datascience [1518] #iot,#iiot [1389] #datascience,#ai [1033] #python,#rstats [1023] #ai,#machinelearning [950] #machinelearning,#iot [563] #iiot,#python [455] #rstats,#java [452] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[447] #bigdata,#analytics [437] #analytics,#datascience [398] #iot,#iiot [293] #datascience,#ai [265] #python,#rstats [229] #ai,#machinelearning [222] #machinelearning,#iot [177] #iiot,#pytorch [171] #pytorch,#python [166] #iiot,#python Top Word Pairs in Tweet in G3:
[243] iotcommunity,#iotpl [243] #iotpl,rated [243] 2nd,#iot [242] #iot,#internetofthings [240] #internetofthings,kcore_analytics [240] kcore_analytics,rated [240] rated,15 [234] rated,rvp [234] rvp,2nd [224] 15,#quantumcomputing Top Word Pairs in Tweet in G4:
[24] #cloud,#cloudcomputing [16] cloud,computing [15] cloud,based [9] #cloudcomputing,#cloud [9] #digitalindia,#india [8] #cloudcomputing,#digitaltransformation [8] case,missed [8] missed,extreme [8] extreme,networks [8] networks,added Top Word Pairs in Tweet in G5:
[43] cloud,computing [42] #analytics,#datascience [37] #cloudcomputing,#cybersecurity [36] #deeplearning,#analytics [34] #datascience,#ai [26] machine,learning [26] samirsinh189,ibm [25] big,tech [24] ibm,big [24] tech,mnc Top Word Pairs in Tweet in G6:
[234] #iot,#iiot [190] #java,#rstats [180] #machinelearning,#ai [178] #analytics,#machinelearning [167] #rstats,#reactjs [165] #ai,#java [149] #bigdata,#analytics [143] #reactjs,#iot [130] #analytics,#datascience [104] #datascience,#ai Top Word Pairs in Tweet in G7:
[54] #bleepingcomputer,blog [38] cloud,computing [33] #cloudcomputing,#cloud [27] #xentegra,#bleepingcomputer [27] #microsoft,#linux [27] #linux,#blog [27] #blog,#virtualization [27] #virtualization,#cloudcomputing [27] #cloud,#security [27] #security,#ransomeware Top Word Pairs in Tweet in G8:
[12] #cloud,#cloudcomputing [10] #iaas,#paas [9] drivers,#cloudcomputing [9] #cloudcomputing,#msmes [9] #msmes,download [9] download,#security [9] #security,#digitaltransformation [9] #digitaltransformation,#iaas [8] achyutaghosh,drivers [7] nasscomr,india Top Word Pairs in Tweet in G9:
[62] students,practitioners [62] practitioners,computer [62] computer,science [62] science,database [62] database,management [62] management,information [62] information,systems [62] systems,information [62] information,management [62] management,kindly Top Word Pairs in Tweet in G10:
[10] covid,19 [10] 19,boost [10] edge,computing [7] computing,#cloudcomputing [7] #cloudcomputing,#cybersecurity [6] #iot,#iiot [6] cloud,computing [5] boost,cloud [5] cloud,edge [5] #cloudcomputing,#automation Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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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: