The graph represents a network of 1,412 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 September 2021 at 14:39 UTC.
The requested start date was Monday, 06 September 2021 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, 6-hour, 48-minute period from Friday, 03 September 2021 at 17:09 UTC to Sunday, 05 September 2021 at 23:58 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 : 1412
Unique Edges : 986
Edges With Duplicates : 14390
Total Edges : 15376
Number of Edge Types : 5
Retweet : 6668
MentionsInRetweet : 7277
Tweet : 1075
Replies to : 5
Mentions : 351
Self-Loops : 1159
Reciprocated Vertex Pair Ratio : 0.00777649769585253
Reciprocated Edge Ratio : 0.0154329808516719
Connected Components : 153
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1132
Maximum Edges in a Connected Component : 14976
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.660821
Graph Density : 0.0017562333988512
Modularity : 0.158053
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,412 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 September 2021 at 14:39 UTC.
The requested start date was Monday, 06 September 2021 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, 6-hour, 48-minute period from Friday, 03 September 2021 at 17:09 UTC to Sunday, 05 September 2021 at 23:58 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:
[2196] #bigdata,#analytics [1807] #analytics,#datascience [1715] #iot,#iiot [1394] #datascience,#ai [1158] #bigdata,#devcommunity [1104] #machinelearning,#bigdata [1081] #devcommunity,#technology [1061] #python,#rstats [961] #ai,#machinelearning [924] #pytorch,#python Top Word Pairs in Tweet in G1:
[1466] #bigdata,#analytics [1153] #analytics,#datascience [1130] #iot,#iiot [850] #datascience,#ai [750] #machinelearning,#bigdata [744] #bigdata,#devcommunity [694] #devcommunity,#technology [693] #python,#rstats [605] #pytorch,#python [605] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[297] #infosec,#infosecurity [216] #infosecurity,#cybersecurity [165] #cybersecurity,#threatintel [153] #cybersecurity,#digital [145] #bigdata,#analytics [125] #digital,#hackers [110] #analytics,#datascience [109] #threatintelligence,#hacking [109] #cloudsecurity,#cloudcomputing [108] #hacking,#cybernews Top Word Pairs in Tweet in G3:
[210] #bigdata,#analytics [208] #bigdata,#devcommunity [204] #devcommunity,#technology [194] #technology,#programming [187] #programming,#ai [182] #ai,#iiot [177] #machinelearning,#bigdata [177] #analytics,#datascience [157] #datascience,#ai [154] #iot,#iiot Top Word Pairs in Tweet in G4:
[279] #analytics,#datascience [274] #bigdata,#analytics [249] #iot,#iiot [225] #datascience,#ai [178] #ai,#machinelearning [177] #machinelearning,#iot [123] #python,#rstats [121] #iiot,#pytorch [105] #pytorch,#python [89] #iiot,#python Top Word Pairs in Tweet in G5:
[136] #bigdata,#devcommunity [118] #devcommunity,#technology [92] #technology,#programming [86] #programming,#ai [82] #ai,#iiot [36] #insurtech,#digitalexperience [36] #digitalexperience,#cloudcomputing [34] #iiot,#100daysofcode [30] #cloudcomputing,#cybersecurity [30] #cloudcomputing,#edtech Top Word Pairs in Tweet in G6:
[11] cloud,computing [11] #decentralized,#cloud [11] #cloud,#ethereum [11] #ethereum,#datasecurity [11] #datasecurity,#cloudcomputing [11] #cloudcomputing,#pox [11] #pox,#blockchain [11] #blockchain,#crypto [11] #crypto,#token [11] #token,#coin Top Word Pairs in Tweet in G7:
[90] #pytorch,#python [87] #machinelearning,#bigdata [83] #tensorflow,#javascript [79] #dataanalytics,#machinelearning [76] #datascience,#pytorch [75] #python,#tensorflow [64] #bigdata,#datascience [57] #bigdata,#analytics [48] #python,#rstats [46] #iot,#iiot Top Word Pairs in Tweet in G8:
[18] #pytorch,#python [17] #dataanalytics,#machinelearning [16] #machinelearning,#dev [16] #dev,#datascience [16] #datascience,#pytorch [15] #cloudcomputing,#cloud [15] #python,#tensorflow [14] #codenewbie,#code [14] #code,#coders [14] #coders,#codenewbies Top Word Pairs in Tweet in G9:
[17] #iot,#iiot [16] #analytics,#datascience [15] #bigdata,#analytics [12] software,service [12] service,saas [12] saas,esited [12] esited,offer [12] offer,api [12] api,driven [12] driven,saas Top Word Pairs in Tweet in G10:
[13] success,story [11] lf_training,success [8] story,preparing [8] preparing,kubernetes [8] kubernetes,certification [8] certification,improves [8] improves,platform [8] platform,development [8] development,engineer [8] engineer,skills 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: