The graph represents a network of 1,935 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, 15 August 2022 at 15:08 UTC.
The requested start date was Monday, 15 August 2022 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, 5-hour, 56-minute period from Friday, 12 August 2022 at 18:03 UTC to Sunday, 14 August 2022 at 23:59 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 : 1935
Unique Edges : 1140
Edges With Duplicates : 14339
Total Edges : 15479
Number of Edge Types : 5
Retweet : 6605
MentionsInRetweet : 7260
Tweet : 1166
Mentions : 435
Replies to : 13
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.00553180789539854
Reciprocated Edge Ratio : 0.0110027506876719
Connected Components : 168
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1608
Maximum Edges in a Connected Component : 14919
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.932332
Graph Density : 0.001068597035505
Modularity : 0.201701
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 1,935 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, 15 August 2022 at 15:08 UTC.
The requested start date was Monday, 15 August 2022 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, 5-hour, 56-minute period from Friday, 12 August 2022 at 18:03 UTC to Sunday, 14 August 2022 at 23:59 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:
[4215] #bigdata,#analytics [2266] #analytics,#datascience [1908] #datascience,#ai [1815] #python,#rstats [1742] #machinelearning,#datascience [1720] #iot,#iiot [1650] #iiot,#python [1635] #cybersecurity,#bigdata [1621] #datascience,#sql [1541] #analytics,#ai Top Word Pairs in Tweet in G1:
[2905] #bigdata,#analytics [1448] #analytics,#datascience [1350] #machinelearning,#datascience [1228] #datascience,#sql [1224] #datascience,#ai [1209] #cybersecurity,#bigdata [1163] #iiot,#python [1155] #python,#rstats [1138] #analytics,#ai [1125] #ai,#iiot Top Word Pairs in Tweet in G2:
[390] #bigdata,#analytics [386] #analytics,#datascience [384] #iot,#iiot [336] #python,#rstats [311] #datascience,#ai [294] #ai,#machinelearning [293] #machinelearning,#iot [226] #iiot,#pytorch [226] #pytorch,#python [152] ai,best Top Word Pairs in Tweet in G3:
[32] #bigdata,#analytics [21] #datascience,#ai [15] #ai,#machinelearning [15] #python,#rstats [15] #analytics,#datascience [14] #iot,#iiot [14] #cybersecurity,#bigdata [14] #iiot,#python [12] #datascience,#sql [12] #analytics,#ai Top Word Pairs in Tweet in G4:
[244] #bigdata,#analytics [206] #cybersecurity,#bigdata [202] #analytics,#ai [192] #ai,#iiot [182] #datascience,#sql [182] #sql,#cybersecurity [153] #machinelearning,#datascience [148] cheat,sheet [138] #iiot,#python [101] sheet,#machinelearning Top Word Pairs in Tweet in G5:
[168] #bigdata,#analytics [118] #analytics,#datascience [107] #datascience,#ai [97] #pytorch,#python [89] #cybersecurity,#bigdata [87] #datascience,#sql [87] #sql,#cybersecurity [83] #machinelearning,#datascience [81] #iot,#iiot [78] #python,#rstats Top Word Pairs in Tweet in G6:
[195] #bigdata,#analytics [139] #analytics,#datascience [130] #datascience,#ai [84] free,book [84] book,available [83] free_ai_books,#bigdata [81] available,mt [81] mt,free_ai_books [79] cloudpreacher,free [79] #ai,#machinele Top Word Pairs in Tweet in G7:
[188] #bigdata,#analytics [147] #machinelearning,#bigdata [80] #analytics,#datascience [66] #iiot,#python [65] #python,#rstats [64] #datascience,#ai [57] #iot,#iiot [54] #rstats,#tensorflow [52] #coding,#100daysofcode [51] #javascript,#reactjs Top Word Pairs in Tweet in G8:
[30] #machinelearning,#datascience [28] #analytics,#ai [25] mandiant,put [25] put,together [25] together,vulnerable [25] vulnerable,design [25] design,azure [25] azure,lab [25] lab,test [25] test,red Top Word Pairs in Tweet in G9:
[8] cloud,computing [8] playing,african [8] african,affairs [8] affairs,radio [5] #cloudcomputing,#cloud [4] #cloud,#cloudcomputing [4] digital,transformation [4] #cloud,#technology [4] cloud,security [4] linux,path Top Word Pairs in Tweet in G10:
[29] 644,commits [29] commits,honest [29] honest,dedicated [29] dedicated,work [29] work,last [29] last,year [29] year,runonflux [29] runonflux,zelcore_io [29] zelcore_io,two [29] two,wonderfull Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
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: