The graph represents a network of 1,781 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, 01 March 2021 at 12:59 UTC.
The requested start date was Monday, 01 March 2021 at 01:01 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, 5-hour, 36-minute period from Friday, 26 February 2021 at 19:22 UTC to Monday, 01 March 2021 at 00:58 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 : 1781
Unique Edges : 1467
Edges With Duplicates : 15160
Total Edges : 16627
Number of Edge Types : 5
Retweet : 6385
MentionsInRetweet : 7752
Tweet : 1096
Mentions : 1368
Replies to : 26
Self-Loops : 1215
Reciprocated Vertex Pair Ratio : 0.00992438563327032
Reciprocated Edge Ratio : 0.0196537201684605
Connected Components : 127
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1586
Maximum Edges in a Connected Component : 16367
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.535951
Graph Density : 0.00134818843094083
Modularity : 0.174117
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,781 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, 01 March 2021 at 12:59 UTC.
The requested start date was Monday, 01 March 2021 at 01:01 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, 5-hour, 36-minute period from Friday, 26 February 2021 at 19:22 UTC to Monday, 01 March 2021 at 00:58 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:
[1868] #iot,#iiot [1647] #bigdata,#analytics [1391] #analytics,#datascience [1307] #python,#rstats [1046] #datascience,#ai [874] #iotpl,#ai [813] #iot,#iotpl [810] #programming,#iot [796] #devcommunity,#programming [792] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[129] #cybersecurity,#digital [121] #digital,#hackers [121] cloud,computing [86] #hackers,#infosec [69] #infosec,reach2ratan [60] #cloud,#cloudcomputing [59] reach2ratan,#malware [58] #malware,#cloud [58] #iot,#iotpl [58] #programming,#iot Top Word Pairs in Tweet in G2:
[546] #iot,#iiot [463] #bigdata,#analytics [433] #iotpl,#ai [408] #devcommunity,#programming [404] #programming,#iot [402] #iot,#iotpl [371] #ai,#100daysofcode [348] #analytics,#datascience [299] #python,#rstats [292] #datascience,#ai Top Word Pairs in Tweet in G3:
[699] #iot,#iiot [690] #bigdata,#analytics [599] #analytics,#datascience [513] #python,#rstats [452] #datascience,#ai [339] #ai,#machinelearning [295] #iotpl,#ai [276] #iot,#iotpl [271] #programming,#iot [266] #rstats,#reactjs Top Word Pairs in Tweet in G4:
[298] #bigdata,#analytics [270] #analytics,#datascience [243] #iot,#iiot [163] #datascience,#ai [162] #python,#rstats [137] #ai,#machinelearning [137] #iiot,#pytorch [136] #pytorch,#python [108] #datascience,#iot [107] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[291] need,solution [291] solution,providing [291] providing,cloud [291] cloud,base [291] base,services [291] services,command [291] command,center [291] center,enterprise [291] enterprise,support [291] support,citrix Top Word Pairs in Tweet in G6:
[10] cloud,computing [6] #cloud,#cloudcomputing [4] #cloudcomputing,#cloud [4] #news,#tech [4] #tech,#cybersecurity [4] #cybersecurity,#data [3] create,first [3] first,backend [3] backend,mobile [3] mobile,web Top Word Pairs in Tweet in G7:
[130] #iot,#iiot [107] #bigdata,#analytics [98] #python,#rstats [87] #analytics,#datascience [75] #datascience,#ai [69] #analytics,#machinelearning [65] #rstats,#reactjs [62] #machinelearning,#ai [62] #reactjs,#iot [60] gt,gt Top Word Pairs in Tweet in G8:
[198] #rstats,#reactjs [185] #iot,#iiot [184] #python,#rstats [184] #reactjs,#iot [179] #analytics,#machinelearning [178] #machinelearning,#ai [170] #ai,#python [125] #iiot,#bigdata [47] #ml,#nlp [36] #linux,#serverless Top Word Pairs in Tweet in G9:
[53] ingliguori,#infographic [37] ingliguori,#aiops [37] #aiops,#mlops [28] #mlops,#machinelearning [26] ingliguori,#infosec [26] #infosec,#infosecurity [26] #infosecurity,#dataprotection [26] #dataprotection,#cyberattack [25] #machinelearning,#bigd [22] #analytics,#bigdata Top Word Pairs in Tweet in G10:
[16] gt,gt [10] link,gt [8] cloud,computing [7] antgrasso,#cloudcomputing [6] multi,cloud [6] four,common [6] common,container [6] container,solution [6] solution,models [6] everestgroup,antgrasso 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 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:
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Top Mentioned in G5:
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 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: