The graph represents a network of 1,634 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, 06 July 2020 at 10:38 UTC.
The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 14-hour, 50-minute period from Thursday, 02 July 2020 at 21:40 UTC to Sunday, 05 July 2020 at 12:31 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 : 1634
Unique Edges : 1038
Edges With Duplicates : 9582
Total Edges : 10620
Number of Edge Types : 5
Retweet : 4400
MentionsInRetweet : 5121
Tweet : 648
Mentions : 445
Replies to : 6
Self-Loops : 712
Reciprocated Vertex Pair Ratio : 0.00833333333333333
Reciprocated Edge Ratio : 0.0165289256198347
Connected Components : 208
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 1259
Maximum Edges in a Connected Component : 10115
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.968068
Graph Density : 0.00113367127355694
Modularity : 0.24175
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,634 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, 06 July 2020 at 10:38 UTC.
The requested start date was Monday, 06 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 14-hour, 50-minute period from Thursday, 02 July 2020 at 21:40 UTC to Sunday, 05 July 2020 at 12:31 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:
[2868] #bigdata,#analytics [2535] #analytics,#datascience [2227] #iot,#iiot [1524] #datascience,#ai [1435] #python,#rstats [1181] #iiot,#python [1175] #ai,#machinelearning [950] #machinelearning,#iot [750] machine,learning [746] #ai,#iot Top Word Pairs in Tweet in G1:
[733] #bigdata,#analytics [642] #iot,#iiot [629] #analytics,#datascience [400] #python,#rstats [372] #iiot,#python [326] #datascience,#ai [238] #ai,#machinelearning [226] #ai,#iot [212] #datascience,#iot [206] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[1859] #bigdata,#analytics [1660] #analytics,#datascience [1381] #iot,#iiot [1042] #datascience,#ai [893] #python,#rstats [819] #ai,#machinelearning [688] #iiot,#python [649] #machinelearning,#iot [523] machine,learning [427] #ai,#iot Top Word Pairs in Tweet in G3:
[143] #bigdata,#analytics [133] gt,gt [128] #analytics,#datascience [118] #iot,#iiot [86] read,more [78] #python,#rstats [77] #datascience,#ai [65] #iiot,#python [63] multi,access [63] access,edge Top Word Pairs in Tweet in G4:
[19] cloud,computing [16] #cloud,#cloudcomputing [6] atomic,data [6] data,offers [6] offers,white [6] white,glove [6] glove,service [6] service,things [6] things,cloud [6] cloud,#cloudcomputing Top Word Pairs in Tweet in G5:
[87] #bigdata,#analytics [76] #analytics,#datascience [63] #ai,#technology [62] #iot,#iiot [62] better,reading [62] reading,people [62] people,wef [62] wef,#ai [62] #technology,#iot [60] #iot,#nlp Top Word Pairs in Tweet in G6:
[36] cloud,computing [27] #bigdata,#analytics [27] #cloudcomputing,#cloudadoption [26] #analytics,#datascience [25] #cloudadoption,#technology [24] gt,gt [17] computing,stocks [16] stocks,buy [14] #ai,#machinelearning [14] motley,fool Top Word Pairs in Tweet in G7:
[82] critical,unauthorized [82] unauthorized,rce [82] rce,#vulnerability [82] #vulnerability,cve [82] cve,2020 [82] 2020,5902 [82] 5902,cvss [82] cvss,score [82] score,10 [82] 10,10 Top Word Pairs in Tweet in G8:
[13] stop,reinventing [13] reinventing,wheel [13] wheel,save [13] save,time [13] time,money [13] money,sytoss1 [12] #cloudcomputing,stop [12] #bigdata,#analytics [9] #analytics,#datascience [8] five,emerging Top Word Pairs in Tweet in G9:
[32] #bouncebacknow,aspiring [32] aspiring,#startups [32] #startups,#entrepreneurs [32] #entrepreneurs,amazon [32] amazon,india [32] india,amazon [32] amazon,global [31] oumglobal,#bouncebacknow [27] joystick,driven [27] driven,car Top Word Pairs in Tweet in G10:
[7] covid,19 [7] 19,spurred [7] spurred,businesses [7] businesses,migrate [7] migrate,security [7] security,operations [7] operations,cloud [7] #cloud,#cloudcomputing [4] cloud,ieeexplore [4] ieeexplore,nsagov Top Replied-To in Entire Graph:
Top Replied-To in G3:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: