The graph represents a network of 2,948 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 July 2021 at 17:25 UTC.
The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 94-day, 13-hour, 40-minute period from Thursday, 01 April 2021 at 01:49 UTC to Sunday, 04 July 2021 at 15:30 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 : 2948
Unique Edges : 9410
Edges With Duplicates : 32430
Total Edges : 41840
Number of Edge Types : 5
MentionsInRetweet : 19518
Mentions : 15678
Retweet : 5929
Replies to : 446
Tweet : 269
Self-Loops : 345
Reciprocated Vertex Pair Ratio : 0.0640076102466535
Reciprocated Edge Ratio : 0.120314196308832
Connected Components : 26
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 2922
Maximum Edges in a Connected Component : 41834
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.065204
Graph Density : 0.00180242170705531
Modularity : 0.235287
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,948 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 July 2021 at 17:25 UTC.
The requested start date was Monday, 05 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 94-day, 13-hour, 40-minute period from Thursday, 01 April 2021 at 01:49 UTC to Sunday, 04 July 2021 at 15:30 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 : TopCyberNews
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:
[640] missing,piece [640] piece,#quantumcomputing [640] #quantumcomputing,#iot [640] #iot,drchloesharp [640] drchloesharp,disruptionhub [640] disruptionhub,#cybersecurity [638] ipfconline1,missing [361] #aiio,#bigdata [357] #bigdata,#ml [336] #ai,#aiio Top Word Pairs in Tweet in G1:
[215] jgrobicki,ursbolt [176] #ai,#technology [148] #aiio,#bigdata [146] #bigdata,#ml [145] #technology,jgrobicki [137] #ai,#aiio [110] paula_piccard,topcybernews [106] ursbolt,paula_piccard [96] #futureofwork,topcybernews [89] #ml,#nlu Top Word Pairs in Tweet in G2:
[574] missing,piece [574] piece,#quantumcomputing [574] #quantumcomputing,#iot [574] #iot,drchloesharp [574] drchloesharp,disruptionhub [574] disruptionhub,#cybersecurity [572] ipfconline1,missing [210] #aiio,#bigdata [208] #bigdata,#ml [196] #ai,#aiio Top Word Pairs in Tweet in G3:
[118] #tech,#technology [108] #digital,#tech [100] #vr,#ar [78] #ai,#iot [76] seeker,#ai [72] #iot,#artificialintelligence [67] #innovation,cc [65] #technology,#banking [63] 200,#drones [63] #drones,future Top Word Pairs in Tweet in G4:
[66] iotcommunity,iotslam [58] tantriclens,cellrepair777 [58] cellrepair777,erikbryn [46] heinzvhoenen,#cybersecurity [45] #iot,#iiot [44] #iiot,#iotpl [42] tell,password [41] #cybersecurity,#passwords [41] #passwords,#safety [41] #safety,tell Top Word Pairs in Tweet in G5:
[119] centerinventor1,annarosarossa [113] lisatruthjohns,centerinventor1 [111] annarosarossa,lisatruthjohns [102] mspadine,centerinventor1 [94] centerinventor1,wallacegeorge7 [88] sprague_paul,fannynonoy [87] enzodeluca19881,annarosarossa [84] annarosarossa,enzodeluca19881 [84] enzodeluca19881,sprague_paul [81] fannynonoy,lorenzorossi29 Top Word Pairs in Tweet in G6:
[7] chief_ventures,orgnet [7] orgnet,dhinchcliffe [7] dhinchcliffe,amypearlman [7] amypearlman,s_df [7] pci_initiative,aubreyut [7] aubreyut,biiidutton [6] jicox,chief_ventures [6] biiidutton,kdelano001 [5] kdelano001,nadhaneg [4] s_df,tech_hypomanic Top Word Pairs in Tweet in G7:
[6] thomas_harrer,jwhitehurst [6] jwhitehurst,ibmlive [6] ibmlive,ibm [6] ibm,mihaelastoian1 [6] mihaelastoian1,zoginstor [6] zoginstor,lunkelhaeusser [6] lunkelhaeusser,amartin171 [6] amartin171,gtenten [6] gtenten,petrawalzde [5] ibm,storage Top Word Pairs in Tweet in G8:
[3] cachareeelruba,scottbvs [3] scottbvs,josephsteinberg [3] josephsteinberg,trackerpayton [3] trackerpayton,k8em0 [3] k8em0,drericcole [3] drericcole,cybersecboardrm [3] cybersecboardrm,johnedunn [3] johnedunn,e_kaspersky [3] e_kaspersky,adam_k_levin [3] adam_k_levin,tylercohenwood Top Word Pairs in Tweet in G9:
[2] topcybernews,joseper02102059 [2] joseper02102059,thomas_harrer [2] thomas_harrer,jldercle [2] jldercle,_missmir_ [2] _missmir_,ukzak [2] ukzak,brooksconsintl [2] brooksconsintl,dak970 [2] dak970,maishamazingira [2] maishamazingira,alexandrasalas Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: