The graph represents a network of 1,902 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, 01 November 2021 at 14:33 UTC.
The requested start date was Monday, 01 November 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, 34-minute period from Friday, 29 October 2021 at 17:26 UTC to Monday, 01 November 2021 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 : 1902
Unique Edges : 1336
Edges With Duplicates : 13784
Total Edges : 15120
Number of Edge Types : 5
Mentions : 615
Retweet : 6190
MentionsInRetweet : 6849
Tweet : 1441
Replies to : 25
Self-Loops : 1586
Reciprocated Vertex Pair Ratio : 0.010293748430831
Reciprocated Edge Ratio : 0.0203777335984095
Connected Components : 206
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 1597
Maximum Edges in a Connected Component : 14532
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.042472
Graph Density : 0.0011129235761133
Modularity : 0.210415
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,902 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, 01 November 2021 at 14:33 UTC.
The requested start date was Monday, 01 November 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, 34-minute period from Friday, 29 October 2021 at 17:26 UTC to Monday, 01 November 2021 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:
[1977] #bigdata,#analytics [1960] #iot,#iiot [1758] #analytics,#datascience [1489] #pytorch,#python [1395] #machinelearning,#bigdata [1314] #python,#rstats [1183] #datascience,#ai [939] #ai,#machinelearning [877] #datascience,#pytorch [874] #bigdata,#datascience Top Word Pairs in Tweet in G1:
[1382] #iot,#iiot [1323] #bigdata,#analytics [1158] #analytics,#datascience [980] #pytorch,#python [961] #machinelearning,#bigdata [904] #python,#rstats [755] #datascience,#ai [628] #ai,#machinelearning [621] #bigdata,#datascience [618] #datascience,#pytorch Top Word Pairs in Tweet in G2:
[69] #bigdata,#analytics [65] #iot,#iiot [51] #analytics,#datascience [38] #python,#rstats [38] #datascience,#ai [37] #pytorch,#python [35] #ai,#iot [29] ingliguori,#bigdata [25] ingliguori,#cloudcomputing [25] #blockchain,#cloudcomputing Top Word Pairs in Tweet in G3:
[83] #cloudcomputing,#cloud [80] #decentrlized,#cloudcomputing [78] runonflux,coming [78] coming,know [78] know,nov [78] nov,3rd [78] 3rd,game [78] game,changing [78] changing,#decentrlized [77] #cloud,#flu Top Word Pairs in Tweet in G4:
[564] #infosec,#infosecurity [482] #infosecurity,#cybersecurity [266] #cybersecurity,#threatintel [218] #threatintel,#threatintelligence [199] #threatintelligence,#hacking [198] #hacking,#cybernews [198] #cybernews,#cyberattack [196] #cloudsecurity,#cloudcomputing [194] #cloudcomputing,#malware [193] #malware,#ransomware Top Word Pairs in Tweet in G5:
[177] #machinelearning,#bigdata [174] #dataanalytics,#machinelearning [174] #bigdata,#datascience [173] #100daysofcode,#dataanalytics [173] #pytorch,#python [172] #datascience,#pytorch [164] #python,#tensorflow [110] day,55 [110] 55,#100daysofcode [40] #funbot,#100daysofcode Top Word Pairs in Tweet in G6:
[26] #bigdata,#analytics [24] #debian,#redhat [23] #machinelearning,#bigdata [23] #iot,#iiot [22] #analytics,#datascience [21] #redhat,#centos [21] #devops,#techtips [21] #techtips,#linuxtips [21] #linuxtips,#techfun [21] #techfun,#cloudcomputing Top Word Pairs in Tweet in G7:
[294] #bigdata,#analytics [290] #analytics,#datascience [286] #iot,#iiot [202] #datascience,#ai [192] #ai,#machinelearning [186] #machinelearning,#iot [183] #python,#rstats [179] #pytorch,#python [173] #iiot,#pytorch [87] #datascience,#iot Top Word Pairs in Tweet in G8:
[155] #machinelearning,#bigdata [133] #bigdata,#analytics [128] #analytics,#datascience [113] #datascience,#ai [105] #iot,#iiot [86] #python,#rstats [83] #ai,#iot [79] #iiot,#python [72] #coding,#100daysofcode [70] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[78] study,guides [78] guides,exams [78] exams,books [78] books,#cybersecurity [78] #cybersecurity,#cloudcomputing [78] #cloudcomputing,#linux [57] anyone,need [57] need,#cybersecurity [57] #cybersecurity,study [57] #linux,click Top Word Pairs in Tweet in G10:
[38] magic,#math [38] #math,#data [38] #data,#datascience [38] #datascience,#100daysofcode [38] #100daysofcode,#learning [38] #learning,#womeninstem [38] #womeninstem,#ai [38] #ai,#cloudcomputing [38] #cloudcomputing,many [38] many,thanks Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: