The graph represents a network of 1,747 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, 09 August 2021 at 14:36 UTC.
The requested start date was Monday, 09 August 2021 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 6-day, 5-hour, 35-minute period from Monday, 02 August 2021 at 18:25 UTC to Monday, 09 August 2021 at 00:00 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 : 1747
Unique Edges : 1358
Edges With Duplicates : 14450
Total Edges : 15808
Number of Edge Types : 5
Retweet : 6588
MentionsInRetweet : 7533
Tweet : 1030
Mentions : 636
Replies to : 21
Self-Loops : 1109
Reciprocated Vertex Pair Ratio : 0.00541049164902376
Reciprocated Edge Ratio : 0.0107627515208236
Connected Components : 194
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 1410
Maximum Edges in a Connected Component : 15371
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.632445
Graph Density : 0.00140119111079638
Modularity : 0.183845
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,747 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, 09 August 2021 at 14:36 UTC.
The requested start date was Monday, 09 August 2021 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 6-day, 5-hour, 35-minute period from Monday, 02 August 2021 at 18:25 UTC to Monday, 09 August 2021 at 00:00 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:
[3016] #bigdata,#analytics [2542] #analytics,#datascience [2422] #iot,#iiot [1655] #machinelearning,#bigdata [1623] #datascience,#ai [1481] #python,#rstats [814] #ai,#machinelearning [756] #ai,#python [690] #iiot,#python [668] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1980] #bigdata,#analytics [1660] #analytics,#datascience [1547] #iot,#iiot [1107] #machinelearning,#bigdata [1037] #datascience,#ai [958] #python,#rstats [560] #ai,#python [544] #ai,#machinelearning [501] #rstats,#reactjs [481] #machinelearning,#ai Top Word Pairs in Tweet in G2:
[226] #bigdata,#analytics [172] #iot,#iiot [171] #analytics,#datascience [120] #machinelearning,#bigdata [108] #datascience,#ai [84] #python,#rstats [63] cloud,computing [58] #ai,#machinelearning [50] #machinelearning,#iot [47] #ai,#python Top Word Pairs in Tweet in G3:
[383] #bigdata,#analytics [345] #iot,#iiot [326] #analytics,#datascience [300] #python,#rstats [289] #machinelearning,#bigdata [270] #datascience,#ai [201] #iiot,#python [191] #rstats,#tensorflow [171] #javascript,#reactjs [170] #tensorflow,#java Top Word Pairs in Tweet in G4:
[81] #bigdata,#analytics [68] #machinelearning,#bigdata [63] #analytics,#datascience [52] #datascience,#ai [36] #iot,#iiot [22] #cloud,#cloudcomputing [18] #ai,#iot [18] #debian,#redhat [17] #redhat,#centos [16] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[16] cloud,computing [12] #cloud,#cloudcomputing [5] #cloudcomputing,#cloud [5] #windows,#linux [4] learn,more [4] cloud,services [3] #cloudcomputing,#security [3] moving,cloud [3] business,future [3] #developer,#cloudcomputing Top Word Pairs in Tweet in G6:
[180] #bigdata,#analytics [171] #analytics,#datascience [152] #iot,#iiot [122] #datascience,#ai [107] #ai,#machinelearning [102] #machinelearning,#iot [74] #python,#rstats [69] #iiot,#python [55] #rstats,#tensorflow [42] #javascript,#reactjs Top Word Pairs in Tweet in G7:
[29] grab,front [29] front,row [29] row,seat [29] seat,free [29] free,days [29] days,education [29] education,training [29] training,#awssummit [29] #awssummit,online [29] online,choose Top Word Pairs in Tweet in G8:
[59] #coding,#codinglife [57] #iot,#iiot [55] #python,#coding [44] #machinelearning,#ai [41] #analytics,#machinelearning [41] #ai,#python [37] youtube,channels [37] channels,learn [34] #python,#iot [33] learn,#python Top Word Pairs in Tweet in G9:
[17] proof,work [17] work,powerful [17] powerful,proof [17] proof,useful [17] useful,work [17] work,change [17] change,game [17] game,more [17] more,#flux [17] #flux,making Top Word Pairs in Tweet in G10:
[101] #bigdata,#analytics [93] #analytics,#datascience [88] #iot,#iiot [83] #datascience,#iot [65] #javascript,#reactjs [59] #rstats,#javascript [57] #iiot,#rstats [51] #reactjs,#cloudcomputing [37] #cloudcomputing,#serverless [25] #programming,#coding Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: