The graph represents a network of 2,168 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, 30 May 2022 at 15:19 UTC.
The requested start date was Monday, 30 May 2022 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, 10-hour, 23-minute period from Friday, 27 May 2022 at 13:36 UTC to Monday, 30 May 2022 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 : 2168
Unique Edges : 1546
Edges With Duplicates : 14210
Total Edges : 15756
Number of Edge Types : 5
Retweet : 6270
MentionsInRetweet : 7158
Tweet : 1193
Mentions : 1095
Replies to : 40
Self-Loops : 1319
Reciprocated Vertex Pair Ratio : 0.0108849976336962
Reciprocated Edge Ratio : 0.0215355805243446
Connected Components : 243
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 1660
Maximum Edges in a Connected Component : 14987
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.398866
Graph Density : 0.000909312277248292
Modularity : 0.206304
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,168 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, 30 May 2022 at 15:19 UTC.
The requested start date was Monday, 30 May 2022 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, 10-hour, 23-minute period from Friday, 27 May 2022 at 13:36 UTC to Monday, 30 May 2022 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:
[3200] #bigdata,#analytics [2715] #analytics,#datascience [2190] #iot,#iiot [2035] #datascience,#ai [1780] #ai,#machinelearning [1741] #machinelearning,#iot [1420] #python,#rstats [986] #iiot,#python [966] #iiot,#pytorch [854] #pytorch,#python Top Word Pairs in Tweet in G1:
[1985] #bigdata,#analytics [1597] #analytics,#datascience [1207] #iot,#iiot [1165] #datascience,#ai [1005] #ai,#machinelearning [973] #machinelearning,#iot [787] #python,#rstats [528] #iiot,#pytorch [526] #infosec,#infosecurity [519] #infosecurity,#cybersecurity Top Word Pairs in Tweet in G2:
[633] #bigdata,#analytics [568] #analytics,#datascience [479] #iot,#iiot [460] #datascience,#ai [383] #ai,#machinelearning [375] #machinelearning,#iot [301] #python,#rstats [294] #iiot,#python [187] #iiot,#pytorch [162] #pytorch,#python Top Word Pairs in Tweet in G3:
[421] #bigdata,#analytics [416] #analytics,#datascience [404] #iot,#iiot [302] #machinelearning,#iot [298] #datascience,#ai [297] #ai,#machinelearning [254] #python,#rstats [199] #iiot,#pytorch [190] #pytorch,#python [132] #iiot,#python Top Word Pairs in Tweet in G4:
[38] multi,cloud [36] although,companies [36] companies,hybrid [36] hybrid,multi [36] cloud,organically [36] organically,survey [36] survey,microsoft [36] microsoft,shows [36] shows,organizations [35] antgrasso,although Top Word Pairs in Tweet in G5:
[84] #bigdata,#analytics [71] #analytics,#datascience [60] #datascience,#ai [57] #iot,#iiot [50] #datascientist,#deeplearning [50] #deeplearning,#iot [49] #machinelearning,#iot [48] #ai,#machinelearning [44] #python,#rstats [32] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[22] cloud,computing [17] #cloud,#cloudcomputing [11] #cloudcomputing,#cloud [9] online,class [9] class,homework [9] homework,assignment [9] assignment,exam [9] exam,expert [9] expert,help [9] help,#architecture Top Word Pairs in Tweet in G7:
[72] ipsec,router [72] router,ipsec [72] ipsec,tunnel [72] tunnel,isp [72] isp,internet [72] internet,lan [72] lan,lan [72] lan,i2 [72] i2,ipsec [72] ipsec,work Top Word Pairs in Tweet in G8:
[17] soaring,temperature [17] temperature,demand [17] demand,#cloudcomputing [17] #cloudcomputing,skills [17] skills,shot [17] shot,enterprises [17] enterprises,move [16] fsprimeofficial,soaring [16] move,onlin [14] fsprimeofficial,goi_meity Top Word Pairs in Tweet in G9:
[40] #cloudcomputing,#cloudadoption [28] #cloudadoption,#technology [26] cloud,computing [26] #bigdata,#analytics [24] #analytics,#datascience [20] released,#cloudcomputing [20] #cloudcomputing,#hosting [19] #hosting,#datacenter [19] #iot,#iiot [19] #datascience,#ai Top Word Pairs in Tweet in G10:
[9] gt,gt [4] increased,#cybersecurity [4] #cybersecurity,vulnerability [4] vulnerability,increased [4] increased,msp [4] msp,opportunities [4] opportunities,#datasecurity [4] #datasecurity,#ai [4] #ai,#iot [3] #cio,#cto 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 G5:
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: