The graph represents a network of 1,360 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 Wednesday, 09 June 2021 at 14:35 UTC.
The requested start date was Monday, 07 June 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 4-day, 5-hour, 24-minute period from Wednesday, 02 June 2021 at 18:36 UTC to Monday, 07 June 2021 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 : 1360
Unique Edges : 1742
Edges With Duplicates : 15695
Total Edges : 17437
Number of Edge Types : 5
MentionsInRetweet : 9078
Replies to : 30
Mentions : 669
Retweet : 6904
Tweet : 756
Self-Loops : 849
Reciprocated Vertex Pair Ratio : 0.0102040816326531
Reciprocated Edge Ratio : 0.0202020202020202
Connected Components : 98
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 1201
Maximum Edges in a Connected Component : 17214
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.362251
Graph Density : 0.00241040124659135
Modularity : 0.172922
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,360 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 Wednesday, 09 June 2021 at 14:35 UTC.
The requested start date was Monday, 07 June 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 4-day, 5-hour, 24-minute period from Wednesday, 02 June 2021 at 18:36 UTC to Monday, 07 June 2021 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:
[4075] #bigdata,#analytics [3289] #analytics,#datascience [2991] #iot,#iiot [2385] #datascience,#ai [2086] #python,#rstats [1729] #ai,#machinelearning [1633] #machinelearning,#bigdata [1453] #machinelearning,#iot [963] #iiot,#python [878] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[3111] #bigdata,#analytics [2470] #analytics,#datascience [2228] #iot,#iiot [1762] #datascience,#ai [1537] #python,#rstats [1289] #ai,#machinelearning [1266] #machinelearning,#bigdata [1083] #machinelearning,#iot [632] #iiot,#pytorch [630] #iiot,#python Top Word Pairs in Tweet in G2:
[253] #bigdata,#analytics [202] #analytics,#datascience [180] #iot,#iiot [155] #datascience,#ai [118] #ai,#machinelearning [113] #python,#rstats [103] #machinelearning,#bigdata [94] #machinelearning,#iot [61] #iiot,#python [56] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[328] #bigdata,#analytics [307] #iot,#iiot [298] #analytics,#datascience [218] #python,#rstats [205] #datascience,#ai [196] #ai,#machinelearning [169] #machinelearning,#iot [146] #iiot,#pytorch [141] #pytorch,#python [107] #iiot,#python Top Word Pairs in Tweet in G4:
[56] #devcommunity,#programming [56] #programming,#ai [54] #bigdata,#devcommunity [54] #bigdata,#analytics [51] #ai,#iiot [46] #iiot,#100daysofcode [45] #analytics,#datascience [45] #iot,#iiot [35] #datascience,#ai [31] #python,#rstats Top Word Pairs in Tweet in G5:
[17] #bigdata,#analytics [16] #iot,#iiot [13] #analytics,#datascience [12] #ai,#machinelearning [11] #insurtech,#digitalexperience [11] #datascience,#ai [10] 50,visited [10] visited,#websites [10] #websites,world [10] world,#insurtech Top Word Pairs in Tweet in G6:
[69] #bigdata,#analytics [67] #analytics,#datascience [51] #ai,#machinelearning [51] #iot,#iiot [50] #machinelearning,#iot [48] #datascience,#ai [38] #python,#rstats [30] #iiot,#python [27] #cybersecurity,#bigdata [19] #javascript,#reactjs Top Word Pairs in Tweet in G7:
[218] #bigdata,#analytics [210] #machinelearning,#bigdata [175] #analytics,#datascience [153] #datascience,#ai [146] #iot,#iiot [128] #python,#rstats [124] #ai,#iot [110] #iiot,#python [102] #rstats,#tensorflow [100] #tensorflow,#java Top Word Pairs in Tweet in G8:
[9] cloud,computing [7] #cloud,#cloudcomputing [6] #cloudcomputing,#cloud [5] learn,more [4] skillmeup_learn,pl [4] pl,200 [4] 200,microsoft [4] microsoft,power [4] power,platform [4] platform,functional Top Word Pairs in Tweet in G9:
[11] #machinelearning,summit [9] summit,30 [9] 30,sessions [9] sessions,over [9] over,four [9] four,tracks [9] tracks,science [9] science,ml [9] ml,impact [9] impact,ml Top Word Pairs in Tweet in G10:
[26] windows,virtual [25] virtual,desktop [13] prepare,windows [13] desktop,wvd [13] wvd,exam [13] exam,check [13] check,az [13] az,140 [13] 140,study [13] study,guide Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: