The graph represents a network of 2,268 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, 03 August 2020 at 11:16 UTC.
The requested start date was Monday, 03 August 2020 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 4-day, 4-hour, 14-minute period from Wednesday, 29 July 2020 at 08:26 UTC to Sunday, 02 August 2020 at 12:40 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 : 2268
Unique Edges : 1606
Edges With Duplicates : 13745
Total Edges : 15351
Number of Edge Types : 5
Retweet : 6016
MentionsInRetweet : 6825
Mentions : 937
Tweet : 1542
Replies to : 31
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.0128298232873396
Reciprocated Edge Ratio : 0.0253346080305927
Connected Components : 429
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 1591
Maximum Edges in a Connected Component : 14322
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.321489
Graph Density : 0.000813761437199167
Modularity : 0.229112
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,268 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, 03 August 2020 at 11:16 UTC.
The requested start date was Monday, 03 August 2020 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 4-day, 4-hour, 14-minute period from Wednesday, 29 July 2020 at 08:26 UTC to Sunday, 02 August 2020 at 12:40 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:
[3709] #bigdata,#analytics [3562] #analytics,#datascience [3136] #iot,#iiot [2659] #datascience,#ai [2457] #python,#rstats [2008] #ai,#machinelearning [1956] #iiot,#python [1769] #machinelearning,#iot [1054] #rstats,#tensorflow [815] #datascience,#iot Top Word Pairs in Tweet in G1:
[2795] #bigdata,#analytics [2679] #analytics,#datascience [2329] #iot,#iiot [2046] #datascience,#ai [1868] #python,#rstats [1507] #ai,#machinelearning [1497] #iiot,#python [1318] #machinelearning,#iot [761] #rstats,#tensorflow [558] #datascience,#iot Top Word Pairs in Tweet in G2:
[143] #analytics,#datascience [142] #bigdata,#analytics [124] cloud,computing [123] #iot,#iiot [119] read,more [110] #datascience,#ai [103] #python,#rstats [91] #cloud,#cloudcomputing [86] #ai,#machinelearning [74] #iiot,#python Top Word Pairs in Tweet in G3:
[39] cloud,computing [20] #cloud,#cloudcomputing [9] #cloudcomputing,#cloud [8] google,cloud [8] cloud,testing [6] computing,#cloudcomputing [6] cloud,services [6] lt,artículo [6] artículo,gt [5] learn,more Top Word Pairs in Tweet in G4:
[581] #bigdata,#analytics [554] #analytics,#datascience [536] #iot,#iiot [366] #datascience,#ai [353] #python,#rstats [302] #ai,#machinelearning [302] #iiot,#python [291] #machinelearning,#iot [180] #datascience,#iot [151] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[104] #bigdata,#analytics [97] #analytics,#datascience [92] #iot,#iiot [81] #python,#rstats [66] #datascience,#ai [56] #iiot,#python [50] #rstats,#tensorflow [44] #ai,#machinelearning [40] #machinelearning,#iot [35] #cloudcomputing,#bigdata Top Word Pairs in Tweet in G6:
[34] cloud,computing [27] #debian,#redhat [26] #redhat,#centos [26] #centos,#kubernetes [24] #kubernetes,#devops [23] #devops,#techtips [21] #techtips,#linuxtips [21] #linuxtips,#techfun [21] #techfun,#cloudcomputing [21] #cloudcomputing,#linuxfun Top Word Pairs in Tweet in G7:
[61] #analytics,#datascience [60] #bigdata,#analytics [50] #datascience,#ai [39] #rstats,#tensorflow [38] #ai,#machinelearning [37] #python,#rstats [34] #machinelearning,#iot [31] #iot,#iiot [27] #iot,#python [17] #iiot,#python Top Word Pairs in Tweet in G8:
[38] oracle,kpmg [38] kpmg,cloud [38] cloud,threat [38] threat,report [38] report,identifies [38] identifies,key [38] key,risks [38] risks,challenges [38] challenges,organizations [38] organizations,facing Top Word Pairs in Tweet in G9:
[44] #datascience,#artificialintelligence [38] mobile,app [38] app,security [38] security,risks [38] risks,mitigate [38] mitigate,#datascience [28] joywinter90,mobile [28] #artificialintelligence,#data [27] cloud,computing [26] computing,security Top Word Pairs in Tweet in G10:
[7] partenariat,stratégique [6] cloud,découvrez [5] stratégique,#orange [5] #orange,#google [5] #google,autour [5] autour,intelligence [5] intelligence,artificielle [5] artificielle,données [5] données,le_figaro [5] le_figaro,#5g Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: