The graph represents a network of 2,081 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, 03 January 2022 at 15:53 UTC.
The requested start date was Monday, 03 January 2022 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, 4-hour, 3-minute period from Wednesday, 29 December 2021 at 22:07 UTC to Saturday, 01 January 2022 at 02:11 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 : 2081
Unique Edges : 1859
Edges With Duplicates : 15216
Total Edges : 17075
Number of Edge Types : 5
Retweet : 6551
MentionsInRetweet : 7921
Tweet : 1339
Mentions : 1165
Replies to : 99
Self-Loops : 1729
Reciprocated Vertex Pair Ratio : 0.0102746907108408
Reciprocated Edge Ratio : 0.0203403902034039
Connected Components : 154
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 1798
Maximum Edges in a Connected Component : 16658
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.143161
Graph Density : 0.00111309281780209
Modularity : 0.210645
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,081 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, 03 January 2022 at 15:53 UTC.
The requested start date was Monday, 03 January 2022 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, 4-hour, 3-minute period from Wednesday, 29 December 2021 at 22:07 UTC to Saturday, 01 January 2022 at 02:11 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:
[1701] #bigdata,#analytics [1193] #iot,#iiot [1106] #devcommunity,#technology [1059] #analytics,#datascience [1040] #bigdata,#devcommunity [1039] #machinelearning,#bigdata [952] #python,#rstats [870] #technology,#programming [845] #infosec,#infosecurity [845] #infosecurity,#cybersecurity Top Word Pairs in Tweet in G1:
[802] #bigdata,#analytics [783] #devcommunity,#technology [737] #bigdata,#devcommunity [622] #iot,#iiot [620] #machinelearning,#bigdata [610] #technology,#programming [570] #python,#rstats [567] #programming,#ai [566] #ai,#iiot [479] #pytorch,#python Top Word Pairs in Tweet in G2:
[450] #bigdata,#analytics [232] #analytics,#datascience [214] #iot,#iiot [191] #pytorch,#python [182] #datascience,#machinelearning [166] #analytics,#ai [151] #rstats,#bigdata [146] #ai,#tech [144] #python,#rstats [137] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[125] #cloudthat,#cloudtrivia [125] #cloudtrivia,#cloudcomputing [121] #cloudcomputing,#moveup [92] machine,learning [67] azure,machine [62] learning,databricks [61] cloudthat,azure [59] #moveup,#trivia [53] time,#thursdaytrivia [53] #thursdaytrivia,answer Top Word Pairs in Tweet in G4:
[188] #web3,#30in30 [186] #30in30,#flux [186] #flux,#blockchain [184] cryptopdhp,flux [175] flux,breakout [175] breakout,retest [175] retest,symmetrical [175] symmetrical,triangle [175] triangle,playing [175] playing,rsi Top Word Pairs in Tweet in G5:
[71] flux,runonflux [60] decentralized,#web3 [58] lizaflux,flux [55] fully,decentralized [52] runonflux,built [52] built,fully [52] #web3,already [52] already,fully [52] fully,working [52] working,product Top Word Pairs in Tweet in G6:
[260] #machinelearning,#bigdata [198] #bigdata,#analytics [180] #analytics,#datascience [136] #datascience,#ai [125] #iot,#iiot [100] #python,#rstats [89] udemy_coupons1,100 [88] #ai,#iot [87] #iiot,#python [82] #linux,#programming Top Word Pairs in Tweet in G7:
[572] #infosec,#infosecurity [572] #infosecurity,#cybersecurity [572] #cybersecurity,#threatintel [397] #threatintel,#threatintelligence [358] #threatintelligence,#hacking [316] #hacking,#cybernews [286] #cybernews,#cyberattack [284] #cloudsecurity,#cloudcomputing [283] #cyberattack,#threathunting [283] #threathunting,#cloudsecurity Top Word Pairs in Tweet in G8:
[14] cloud,computing [8] #cloudcomputing,#cloud [5] learn,more [5] #cloud,#technology [5] #cloudcomputing,#ai [5] happy,year [4] multi,cloud [3] know,more [3] #cloud,#cloudcomputing [3] #cloudcomputing,#cloudsecurity Top Word Pairs in Tweet in G9:
[200] #bigdata,#analytics [186] #iot,#iiot [181] #analytics,#datascience [119] #python,#rstats [118] #datascience,#ai [118] #iiot,#pytorch [118] #pytorch,#python [97] #ai,#machinelearning [96] #machinelearning,#iot [68] #rstats,#tensorflow Top Word Pairs in Tweet in G10:
[12] rlc,rlc [7] #crypto,#bitcoin [7] #blockchain,#ethereum [6] #ethereum,#cloudcomputing [5] rlc,#cloudcomputing [5] #cloudcomputing,#web3 [4] fx__nicole,derace_canada [4] derace_canada,bags [4] bags,rlc [4] #cloudcomputing,#hybridcloud 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 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: