The graph represents a network of 1,498 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, 18 January 2021 at 13:00 UTC.
The requested start date was Monday, 18 January 2021 at 01:01 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, 2-hour, 20-minute period from Friday, 15 January 2021 at 22:39 UTC to Monday, 18 January 2021 at 01:00 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 : 1498
Unique Edges : 1191
Edges With Duplicates : 14736
Total Edges : 15927
Number of Edge Types : 5
Retweet : 6787
MentionsInRetweet : 7797
Mentions : 499
Tweet : 832
Replies to : 12
Self-Loops : 918
Reciprocated Vertex Pair Ratio : 0.00484391819160388
Reciprocated Edge Ratio : 0.0096411355115158
Connected Components : 194
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 1164
Maximum Edges in a Connected Component : 15487
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.972053
Graph Density : 0.00166510145346322
Modularity : 0.17438
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,498 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, 18 January 2021 at 13:00 UTC.
The requested start date was Monday, 18 January 2021 at 01:01 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, 2-hour, 20-minute period from Friday, 15 January 2021 at 22:39 UTC to Monday, 18 January 2021 at 01:00 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:
[2778] #bigdata,#analytics [2530] #analytics,#datascience [2469] #iot,#iiot [2024] #datascience,#ai [1943] #ai,#machinelearning [1567] #machinelearning,#iot [1410] #python,#rstats [882] #iiot,#python [788] #datascience,#cloudcomputing [782] #datascientist,#datascience Top Word Pairs in Tweet in G1:
[2180] #bigdata,#analytics [1990] #analytics,#datascience [1862] #iot,#iiot [1612] #datascience,#ai [1495] #ai,#machinelearning [1212] #machinelearning,#iot [1072] #python,#rstats [683] #iiot,#python [543] #iiot,#pytorch [502] machine,learning Top Word Pairs in Tweet in G2:
[368] #bigdata,#analytics [339] #iot,#iiot [315] #analytics,#datascience [253] #datascience,#ai [241] #ai,#machinelearning [225] #machinelearning,#iot [154] #python,#rstats [117] #iiot,#python [104] #iiot,#pytorch [99] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[279] #datascience,#cloudcomputing [269] #datascientist,#datascience [261] #cloudcomputing,#futureofwork [258] #futureofwork,#bigdata [232] #ai,#datascientist [209] #bigdata,#selfdrivingcars [174] #iot,#iiot [128] #bigdata,#analytics [123] #analytics,#datascience [121] #rstats,#reactjs Top Word Pairs in Tweet in G4:
[62] #analytics,#datascience [60] #bigdata,#analytics [57] #iot,#iiot [53] #python,#rstats [49] #ai,#machinelearning [44] #datascience,#ai [42] #ai,#datascientist [42] #datascience,#cloudcomputing [41] #datascientist,#datascience [41] #cloudcomputing,#futureofwork Top Word Pairs in Tweet in G5:
[11] moving,cloud [11] #cloud,#cloudcomputing [9] cloud,computing [9] cloud,managed [9] managed,network [9] network,reduce [9] reduce,operating [9] operating,costs [9] costs,30 [9] 30,read Top Word Pairs in Tweet in G6:
[64] competition,leadership [64] leadership,public [64] public,#cloudcomputing [64] #cloudcomputing,fierce [64] fierce,three [64] three,way [64] way,race [64] race,awscloud [64] awscloud,vs [64] vs,azure Top Word Pairs in Tweet in G7:
[15] #datascience,#artificialintelligence [14] #ai,#ml [13] #cloudcomputing,#futureofwork [13] #futureofwork,#bigdata [13] #datascience,#cloudcomputing [13] endorse,content [13] content,iotcommunity [13] iotcommunity,rated [13] rated,2nd [13] 2nd,#iot Top Word Pairs in Tweet in G8:
[25] 99,free [25] #azure,#cloudcomputing [24] microsoft,azure [24] free,#azure [18] az,104 [18] 104,microsoft [18] azure,administrator [18] administrator,full [18] full,course [18] course,139 Top Word Pairs in Tweet in G9:
[9] cloud,computing [8] top,cloud [8] computing,privacy [8] privacy,security [8] security,issues [7] #cloud,#cloudcomputing [6] #cloudcomputing,#privacytech [5] edge,cloud [5] cloud,wild [5] wild,card Top Word Pairs in Tweet in G10:
[9] #datascience,#cloudcomputing [8] top,benefits [8] benefits,cloud [8] cloud,computing [8] computing,reduced [8] reduced,costs [8] costs,scalability [8] scalability,business [8] business,continuity [8] continuity,speed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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: