The graph represents a network of 2,045 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, 12 September 2022 at 15:06 UTC.
The requested start date was Monday, 12 September 2022 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 3-day, 4-hour, 51-minute period from Thursday, 08 September 2022 at 19:08 UTC to Monday, 12 September 2022 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 : 2045
Unique Edges : 1257
Edges With Duplicates : 14149
Total Edges : 15406
Number of Edge Types : 5
Retweet : 6381
MentionsInRetweet : 7238
Mentions : 601
Tweet : 1149
Replies to : 37
Self-Loops : 1307
Reciprocated Vertex Pair Ratio : 0.00357142857142857
Reciprocated Edge Ratio : 0.00711743772241993
Connected Components : 187
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 1666
Maximum Edges in a Connected Component : 14847
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.038543
Graph Density : 0.00107560323255135
Modularity : 0.214789
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,045 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, 12 September 2022 at 15:06 UTC.
The requested start date was Monday, 12 September 2022 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 3-day, 4-hour, 51-minute period from Thursday, 08 September 2022 at 19:08 UTC to Monday, 12 September 2022 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:
[4162] #bigdata,#analytics [2072] #analytics,#datascience [2032] #cybersecurity,#bigdata [2008] #datascience,#sql [2003] #sql,#cybersecurity [1922] #python,#rstats [1865] #iiot,#python [1779] #analytics,#ai [1640] #machinelearning,#datascience [1611] #ai,#iiot Top Word Pairs in Tweet in G1:
[2713] #bigdata,#analytics [1411] #analytics,#datascience [1307] #cybersecurity,#bigdata [1278] #sql,#cybersecurity [1252] #datascience,#sql [1229] #python,#rstats [1154] #iiot,#python [1112] #analytics,#ai [1085] #datascience,#ai [1075] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[371] #bigdata,#analytics [253] #datascience,#sql [245] #sql,#cybersecurity [243] #cybersecurity,#bigdata [228] cheat,sheet [218] #iiot,#python [211] #analytics,#ai [210] #machinelearning,#datascience [208] #ai,#iiot [162] #python,#rstats Top Word Pairs in Tweet in G3:
[371] #bigdata,#analytics [319] #analytics,#datascience [307] #iot,#iiot [273] #python,#rstats [186] #datascience,#ai [185] #machinelearning,#iot [176] #iiot,#python [149] #pytorch,#python [148] #rstats,#tensorflow [145] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[244] #bigdata,#analytics [229] #datascience,#sql [216] #sql,#cybersecurity [213] #cybersecurity,#bigdata [208] #analytics,#ai [199] #ai,#iiot [153] #iiot,#python [126] #machinelearning,#datascience [123] cheat,sheet [78] #python,#rstats Top Word Pairs in Tweet in G5:
[116] web,read [58] read,web [58] read,write [49] #web3,#cloudcomputing [43] ù,ø [36] ø,ø [35] ø,ù [30] flux,#flux [29] write,web [29] write,create Top Word Pairs in Tweet in G6:
[254] #bigdata,#analytics [128] #analytics,#datascience [124] #datascience,#sql [120] #sql,#cybersecurity [118] #cybersecurity,#bigdata [116] #analytics,#ai [113] #datascience,#ai [111] #ai,#iiot [108] #machinelearning,#datascience [93] #python,#rstats Top Word Pairs in Tweet in G7:
[16] cloud,computing [16] linux,path [16] cheat,sheet [16] #infosec,#cybersecurity [15] path,cheat [14] #pentesting,#oscp [10] #oscp,#informationsecurity [9] #informationsecurity,#cissp [9] #networking,#networksecurity [8] #cybersecurity,#cybersecuritytips Top Word Pairs in Tweet in G8:
[75] #machinelearning,#python [75] #python,#programming [75] #programming,#cloudcomputing [74] #cloudcomputing,#ai [71] #bigdata,#analytics [56] #ai,#analytics [56] #analytics,#data [55] #data,#nft [42] #analytics,#datascience [39] #digitaltransformation,#publichealth Top Word Pairs in Tweet in G9:
[83] playing,african [83] african,affairs [83] affairs,radio [42] africanaffairs,playing [41] #bigdata,#analytics [35] #cloud,#aws [32] cheat,sheet [31] #aws,#azure [28] #cloudcomputing,#cloud [26] #python,#coding Top Word Pairs in Tweet in G10:
[37] #cloudcomputing,#cybersecurity [29] cloud,computing [25] truth,vdi [25] vdi,cloud [25] computing,#cloudcomputing [25] targeting,linux [23] malware,shikitega [23] shikitega,targeting [23] linux,#cloudcomputing [19] #cloudcomputing,#security Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G10: