The graph represents a network of 1,708 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, 26 April 2021 at 12:24 UTC.
The requested start date was Monday, 26 April 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 2-day, 7-hour, 0-minute period from Friday, 23 April 2021 at 17:00 UTC to Monday, 26 April 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 : 1708
Unique Edges : 1396
Edges With Duplicates : 14051
Total Edges : 15447
Number of Edge Types : 5
Retweet : 6275
MentionsInRetweet : 7325
Tweet : 1198
Mentions : 635
Replies to : 14
Self-Loops : 1317
Reciprocated Vertex Pair Ratio : 0.0097842448569995
Reciprocated Edge Ratio : 0.0193788819875776
Connected Components : 152
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 1470
Maximum Edges in a Connected Component : 15100
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.496844
Graph Density : 0.00138052570418815
Modularity : 0.194233
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,708 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, 26 April 2021 at 12:24 UTC.
The requested start date was Monday, 26 April 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 2-day, 7-hour, 0-minute period from Friday, 23 April 2021 at 17:00 UTC to Monday, 26 April 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:
[2738] #iot,#iiot [2707] #bigdata,#analytics [2469] #analytics,#datascience [1625] #datascience,#ai [1442] #ai,#machinelearning [1340] #machinelearning,#iot [1318] #python,#rstats [1020] #iiot,#pytorch [778] #pytorch,#python [720] #datascience,#iot Top Word Pairs in Tweet in G1:
[1843] #iot,#iiot [1716] #bigdata,#analytics [1574] #analytics,#datascience [1028] #datascience,#ai [907] #python,#rstats [897] #machinelearning,#iot [896] #ai,#machinelearning [662] #iiot,#pytorch [505] #pytorch,#python [480] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[179] #bigdata,#analytics [163] #iot,#iiot [154] #analytics,#datascience [117] #datascience,#ai [116] #ai,#machinelearning [115] #iot,#iotpl [101] #programming,#iot [100] #devcommunity,#programming [96] #machinelearning,#iot [81] #100daysofcode,#machinelearning Top Word Pairs in Tweet in G3:
[539] #bigdata,#analytics [511] #analytics,#datascience [451] #iot,#iiot [328] #datascience,#ai [277] #ai,#machinelearning [229] #python,#rstats [224] #machinelearning,#iot [196] #iiot,#pytorch [155] #datascience,#iot [149] #pytorch,#python Top Word Pairs in Tweet in G4:
[177] gt,gt [162] #iot,#iiot [148] #bigdata,#analytics [124] #analytics,#datascience [93] #ai,#machinelearning [85] #datascience,#ai [84] #ai,#iot [65] #machinelearning,#iot [60] #python,#rstats [53] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[105] #bigdata,#analytics [105] #iot,#iiot [93] #analytics,#datascience [59] #datascience,#ai [51] #machinelearning,#iot [50] #ai,#machinelearning [43] #python,#rstats [38] #iiot,#pytorch [36] cloud,computing [35] africanaffairs,playing Top Word Pairs in Tweet in G6:
[23] webinar,next [23] next,week [23] week,learn [23] learn,keep [23] keep,#data [23] #data,secure [23] secure,#cloud [23] #cloud,27 [23] 27,register [17] gen,shift Top Word Pairs in Tweet in G7:
[43] using,link [34] 100,credits [20] cloud,hosting [17] credits,using [17] link,vultr [17] vps,cloud [16] 100,credit [16] credit,test [13] #digitalmarketing,#internet [13] test,vultr Top Word Pairs in Tweet in G8:
[11] excited,part [11] part,vmwarecloud [11] vmwarecloud,universal [11] universal,launch [11] launch,delivering [11] delivering,integrated [11] integrated,consistent [11] consistent,experience [10] delltechcloud,excited [10] experience,cus Top Word Pairs in Tweet in G9:
[25] #flux,#blockchain [25] #blockchain,#crypto [23] #crypto,#bitcoin [23] #bitcoin,#tech [21] ready,snapshot [21] snapshot,coming [21] coming,15th [21] 15th,flux [21] flux,eth [21] eth,parallel Top Word Pairs in Tweet in G10:
[8] hybrid,#cloud [8] #cloud,explained [8] explained,video [8] video,#cloudcomputing [8] #cloudcomputing,#industry40 [8] #industry40,#digitaltransformation [8] #digitaltransformation,#cios [7] freedomfirecom,hybrid [7] #cios,fogor [3] cloud,computing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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: