The graph represents a network of 2,280 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, 21 September 2020 at 11:34 UTC.
The requested start date was Monday, 21 September 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 2-day, 21-hour, 26-minute period from Thursday, 17 September 2020 at 17:31 UTC to Sunday, 20 September 2020 at 14:58 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 : 2280
Unique Edges : 1673
Edges With Duplicates : 13255
Total Edges : 14928
Number of Edge Types : 5
Retweet : 5759
MentionsInRetweet : 6703
Mentions : 770
Tweet : 1673
Replies to : 23
Self-Loops : 1785
Reciprocated Vertex Pair Ratio : 0.0104944029850746
Reciprocated Edge Ratio : 0.0207708285252712
Connected Components : 439
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 13867
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.099182
Graph Density : 0.000833891442076011
Modularity : 0.241185
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,280 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, 21 September 2020 at 11:34 UTC.
The requested start date was Monday, 21 September 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 2-day, 21-hour, 26-minute period from Thursday, 17 September 2020 at 17:31 UTC to Sunday, 20 September 2020 at 14:58 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:
[2462] #bigdata,#analytics [2377] #analytics,#datascience [1986] #iot,#iiot [1842] #python,#rstats [1794] #datascience,#ai [1259] #ai,#machinelearning [1099] #iiot,#python [1084] #machinelearning,#iot [571] #datascience,#iot [548] #java,#javascript Top Word Pairs in Tweet in G1:
[1736] #bigdata,#analytics [1666] #analytics,#datascience [1331] #iot,#iiot [1313] #datascience,#ai [1277] #python,#rstats [879] #ai,#machinelearning [733] #machinelearning,#iot [690] #iiot,#python [414] #ai,#iot [400] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[39] cloud,computing [15] #bigdata,#analytics [14] #cloud,#cloudcomputing [12] extremecloud,iq [11] amazing,news [11] news,span [11] span,24 [11] 24,hours [11] hours,extremecloud [11] iq,successfully Top Word Pairs in Tweet in G3:
[509] #bigdata,#analytics [505] #analytics,#datascience [495] #iot,#iiot [330] #iiot,#python [326] #datascience,#ai [278] #ai,#machinelearning [272] #python,#rstats [269] #machinelearning,#iot [176] #datascience,#iot [119] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[70] cloud,computing [63] 10,best [59] best,practices [58] practices,application [58] application,security [58] security,cloud [58] cloud,#datascience [57] #datascience,#artificialintelligence [53] #bigdata,#analytics [52] #analytics,#datascience Top Word Pairs in Tweet in G5:
[85] gt,gt [84] #bigdata,#analytics [78] #analytics,#datascience [75] #python,#rstats [71] #iot,#iiot [61] companies,cloud [61] cloud,without [61] without,being [61] being,100 [61] 100,cloud Top Word Pairs in Tweet in G6:
[125] #python,#rstats [108] #rstats,#java [108] #java,#javascript [108] #javascript,#aws [108] #aws,#100daysofcode [86] #100daysofcode,#reactjs [83] #reactjs,#coding [75] #coding,#cloudcomputing [42] #cloudcomputing,#html [32] #cloudcomputing,# Top Word Pairs in Tweet in G7:
[30] #python,#rstats [23] #technology,#cloudcomputing [23] 'relate,better [23] better,mitigate [23] mitigate,risk [23] risk,improve [23] improve,results [23] results,api [23] api,data' [20] #debian,#redhat Top Word Pairs in Tweet in G8:
[12] #iotpl,ranked [12] rvp,7gtech [12] 2nd,#iot [12] #cloudcomputing,#cloudstorage [12] #cloudstorage,#cloud [12] #cloud,#ravivisvesvarayasharadaprasad [12] #ravivisvesvarayasharadaprasad,thecloudcastnet [11] #iot,#internetofthings [11] #internetofthings,onalytica [11] onalytica,rated Top Word Pairs in Tweet in G9:
[15] cloud,computing [13] more,info [10] #100daysofcloud,#cloudcomputing [10] touch,know [10] know,more [8] info,afsainfosystems [7] examproco,#aws [7] #aws,sysops [6] hey,#cloudcomputing [6] #cloudcomputing,friends Top Word Pairs in Tweet in G10:
[65] #it,#certified [65] #certified,one [65] one,lesson [65] lesson,four [65] four,#aws [65] #aws,certificates [65] certificates,enrol [65] enrol,#cloudcomputing [65] #cloudcomputing,#amazon [45] #amazon,#cloud Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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: