The graph represents a network of 1,648 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 April 2020 at 11:09 UTC.
The requested start date was Monday, 06 April 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 1-day, 20-hour, 24-minute period from Saturday, 04 April 2020 at 03:36 UTC to Monday, 06 April 2020 at 00:01 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 : 1648
Unique Edges : 2541
Edges With Duplicates : 3517
Total Edges : 6058
Number of Edge Types : 4
MentionsInRetweet : 4994
Tweet : 766
Mentions : 292
Replies to : 6
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.00314905528341498
Reciprocated Edge Ratio : 0.00627833972793861
Connected Components : 234
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 1250
Maximum Edges in a Connected Component : 5585
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.613466
Graph Density : 0.00105627472132327
Modularity : 0.352881
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,648 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 April 2020 at 11:09 UTC.
The requested start date was Monday, 06 April 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 1-day, 20-hour, 24-minute period from Saturday, 04 April 2020 at 03:36 UTC to Monday, 06 April 2020 at 00:01 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:
[3527] #bigdata,#analytics [2357] #analytics,#datascience [2337] #iot,#iiot [2084] #ai,#machinelearning [1907] #datascience,#ai [1331] #machinelearning,#iot [1289] #python,#rstats [939] #iiot,#pytorch [823] #iiot,#python [750] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[709] #bigdata,#analytics [548] #analytics,#datascience [545] #iot,#iiot [481] #ai,#machinelearning [438] #datascience,#ai [276] #machinelearning,#iot [267] #python,#rstats [223] #iiot,#python [171] #iiot,#pytorch [166] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[1621] #bigdata,#analytics [1117] #analytics,#datascience [1112] #iot,#iiot [969] #ai,#machinelearning [906] #datascience,#ai [626] #machinelearning,#iot [551] #python,#rstats [420] #iiot,#python [359] #iiot,#pytorch [339] #analytics,#ai Top Word Pairs in Tweet in G3:
[457] #bigdata,#analytics [344] #analytics,#datascience [300] #datascience,#ai [277] #ai,#machinelearning [275] #iot,#iiot [184] gt,gt [177] #machinelearning,#iot [143] #python,#rstats [125] #iiot,#python [90] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[19] cloud,computing [14] #cloud,#cloudcomputing [10] #bigdata,#analytics [10] #iot,#iiot [9] #iiot,#pytorch [8] #cloudcomputing,#cloud [8] #python,#datascience [8] #datascience,#r [8] #r,#bigdata [8] #analytics,#iot Top Word Pairs in Tweet in G5:
[378] #bigdata,#analytics [241] ravikikan,#bigdata [231] #python,#rstats [209] #analytics,#datascience [208] #ai,#machinelearning [169] #machinelearning,#iot [148] #pytorch,#python [145] #analytics,#ai [142] #datascience,#ai [140] #iot,#iiot Top Word Pairs in Tweet in G6:
[184] #bigdata,#analytics [163] #iot,#iiot [141] #rstats,#tensorflow [140] #iiot,#pytorch [136] #analytics,#iot [130] cheat,sheets [130] sheets,#python [130] #python,#datascience [130] more,#bigdata [130] #pytorch,#rstats Top Word Pairs in Tweet in G7:
[28] networks,acquire [26] cloud,computing [23] modernise,businesses [23] businesses,middle [23] middle,east [20] remote,working [19] sustain,remote [19] working,surge [17] #cloudcomputing,#ui [16] blog,#powershell Top Word Pairs in Tweet in G8:
[141] #bigdata,#analytics [107] #ai,#machinelearning [78] #analytics,#datascience [72] #iot,#iiot [69] #datascience,#ai [63] #python,#rstats [57] #iiot,#pytorch [55] #machinelearning,#iot [51] #pytorch,#python [46] #machinelearning,#iiot Top Word Pairs in Tweet in G9:
[17] #bigdata,#analytics [11] #iot,#iiot [10] #cyberaware,#cyberawareness [10] #cyberawareness,#cloudcomputing [10] #cloudcomputing,#informationsecurity [10] #informationsecurity,#infosec [10] #infosec,#it [10] #it,#audit [10] #audit,#compliance [10] #analytics,#datascience Top Word Pairs in Tweet in G10:
[17] #affiliatemarketing,#entrepreneur [12] #entrepreneur,#cloudcomputing [8] blog,#affiliatemarketing [7] #bigdata,#analytics [6] interested,#cloudcomputing [6] #cloudcomputing,#azure [6] #azure,join [6] join,#free [6] #free,course [6] course,improve Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G10:
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: