The graph represents a network of 2,621 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, 05 September 2022 at 15:05 UTC.
The requested start date was Monday, 05 September 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, 10-hour, 40-minute period from Friday, 02 September 2022 at 13:20 UTC to Monday, 05 September 2022 at 00:00 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 : 2621
Unique Edges : 999
Edges With Duplicates : 14150
Total Edges : 15149
Number of Edge Types : 5
Retweet : 6655
MentionsInRetweet : 7075
Mentions : 429
Tweet : 980
Replies to : 10
Self-Loops : 1057
Reciprocated Vertex Pair Ratio : 0.0065359477124183
Reciprocated Edge Ratio : 0.012987012987013
Connected Components : 181
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 2264
Maximum Edges in a Connected Component : 14574
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.9813
Graph Density : 0.000695206945662019
Modularity : 0.24453
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,621 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, 05 September 2022 at 15:05 UTC.
The requested start date was Monday, 05 September 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, 10-hour, 40-minute period from Friday, 02 September 2022 at 13:20 UTC to Monday, 05 September 2022 at 00:00 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:
[4852] #bigdata,#analytics [2428] #python,#rstats [2026] #analytics,#datascience [1871] #cybersecurity,#bigdata [1759] #sql,#cybersecurity [1755] #datascience,#ai [1738] #analytics,#ai [1720] #datascience,#sql [1676] #ai,#iiot [1662] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[452] #bigdata,#analytics [448] main,difference [448] difference,lies [448] lies,data [448] data,#datascientist [448] #datascientist,#bigdata [448] #analytics,#100daysofcode [448] #100daysofcode,#datascience [447] saud_rehman_097,main [447] #datascience,#m Top Word Pairs in Tweet in G2:
[2784] #bigdata,#analytics [1386] #python,#rstats [1170] #cybersecurity,#bigdata [1155] #analytics,#datascience [1106] #analytics,#ai [1091] #sql,#cybersecurity [1078] #datascience,#sql [1078] #ai,#iiot [1049] #machinelearning,#datascience [1040] #datascience,#ai Top Word Pairs in Tweet in G3:
[270] #bigdata,#analytics [225] #python,#rstats [156] #analytics,#datascience [154] #datascience,#ai [152] #ai,#machinelearning [131] #rstats,#tensorflow [124] #pytorch,#python [122] #machinelearning,#pytorch [112] #machinelearning,#datascience [111] #analytics,#ai Top Word Pairs in Tweet in G4:
[457] #bigdata,#analytics [349] #cybersecurity,#bigdata [330] #sql,#cybersecurity [313] #datascience,#sql [312] #machinelearning,#datascience [283] #analytics,#ai [270] #ai,#iiot [252] #python,#rstats [234] #iiot,#python [167] cheat,sheet Top Word Pairs in Tweet in G5:
[173] #devops,#devsecops [173] #devsecops,#kubernetes [173] #kubernetes,#cicd [173] #cicd,#k8s [173] #docker,#sysadmin [173] #sysadmin,#automation [172] #k8s,#linux [172] #linux,#docker [172] #automation,#technology [144] heyvaldemar,linux Top Word Pairs in Tweet in G6:
[344] #bigdata,#analytics [310] #iot,#iiot [302] #analytics,#datascience [287] #python,#rstats [194] #datascience,#ai [191] #ai,#machinelearning [179] #pytorch,#python [165] #machinelearning,#iot [163] #iiot,#pytorch [155] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[224] #bigdata,#analytics [124] #cybersecurity,#bigdata [119] #analytics,#ai [118] #sql,#cybersecurity [117] #ai,#iiot [112] #python,#rstats [112] #datascience,#sql [92] #rstats,#tensorflow [88] #analytics,#datascience [81] #datascience,#ai Top Word Pairs in Tweet in G8:
[231] #bigdata,#analytics [175] #analytics,#datascience [164] #datascience,#ai [162] #ai,#machinelearning [126] #python,#rstats [89] #iot,#iiot [77] #iiot,#rstats [72] #machinelearning,#iot [64] #rstats,#tensorflow [62] #python,#bigdata Top Word Pairs in Tweet in G9:
[13] cloud,computing [11] #cloud,#cloudcomputing [9] #networking,#networksecurity [8] #cloudcomputing,#vulnerabilities [8] #vulnerabilities,#linux [7] #linux,#unix [7] send,hacking [7] hacking,issues [7] issues,solution [7] solution,fast Top Word Pairs in Tweet in G10:
[14] #ethics,#cloudcomputing [14] #cloudcomputing,floridi [14] floridi,ssrn [14] ssrn,#privacy [14] #privacy,#informationethics [14] #informationethics,cc [14] #bigdata,#analytics [13] bimedotcom,#ethics [13] cc,sal [8] #python,#rstats Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: