The graph represents a network of 1,751 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, 26 December 2022 at 19:05 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 115-day, 16-hour, 6-minute period from Thursday, 01 September 2022 at 07:54 UTC to Monday, 26 December 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 : 1751
Unique Edges : 4855
Edges With Duplicates : 24909
Total Edges : 29764
Number of Edge Types : 5
Retweet : 4109
MentionsInRetweet : 16700
Mentions : 8581
Replies to : 252
Tweet : 122
Self-Loops : 1459
Reciprocated Vertex Pair Ratio : 0.0440218806980985
Reciprocated Edge Ratio : 0.0843313373253493
Connected Components : 31
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 29758
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.020818
Graph Density : 0.00261597454515787
Modularity : 0.178599
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,751 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, 26 December 2022 at 19:05 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 115-day, 16-hour, 6-minute period from Thursday, 01 September 2022 at 07:54 UTC to Monday, 26 December 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 : 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:
[370] #ai,#aiio [368] #bigdata,#ml [368] #aiio,#bigdata [367] #ml,#nlu [340] #nlu,#futureofwork [270] promo,edu [270] social,promo [270] edu,tech [263] #futureofwork,topcybernews [254] topcybernews,spirosmargaris Top Word Pairs in Tweet in G1:
[191] eli_krumova,#happymonday [191] kirkdborne,spirosmargaris [191] spirosmargaris,topcybernews [172] globaliqx,pawlowskimario [172] eli_krumova,#happyfriday [164] glengilmore,kirkdborne [161] avrohomg,kirkdborne [156] #happymonday,#newweek [120] hopefrank,tamaramccleary [120] margaretsiegien,glengilmore Top Word Pairs in Tweet in G2:
[341] #ai,#aiio [339] #aiio,#bigdata [339] #bigdata,#ml [338] #ml,#nlu [319] #nlu,#futureofwork [248] #futureofwork,topcybernews [206] topcybernews,spirosmargaris [152] spirosmargaris,marshacollier [140] fisher85m,mikequindazzi [139] mhcommunicate,fisher85m Top Word Pairs in Tweet in G3:
[121] #ai,#artificialintelligence [89] #tech,#technology [89] #digital,#tech [81] cc,topcybernews [80] gigadgets_,#ai [75] 1000,times [75] faster,wef [75] #emergingtech,#iot [75] #innovation,#cloudcomputing [75] times,faster Top Word Pairs in Tweet in G4:
[235] promo,edu [235] social,promo [235] edu,tech [205] #polishfrenchbretontech,#influencerpromotion [181] grazytgrazynatt,influencerprom1 [168] tech,#polishfrenchbretontech [139] #socialpromoedutech,33641587231 [129] #influencerpromotion,#custserv [124] 33641587231,social [96] peterleah18,heroldbarton Top Word Pairs in Tweet in G5:
[36] stratorob,cybersecurity [21] #digitaltransformation,reliable [21] management,#internetofthings [21] #cybersecurity,#innovation [21] cybersecurity,cornerstone [21] cybersecurity,risk [21] risk,management [21] #internetofthings,#cybersecurity [21] reliable,robust [21] cornerstone,#digitaltransformation Top Word Pairs in Tweet in G6:
[32] alvinfoo,topcybernews [31] chboursin,robvank [31] topcybernews,chboursin [25] pendulum,motion [25] frronconi,pendulum [25] zonephysics,#science [25] #fridaythoughts,#ff [25] motion,zonephysics [25] #science,#fridaythoughts [25] #ff,alvinfoo Top Word Pairs in Tweet in G7:
[29] cellrepair777,erikbryn [25] tantriclens,cellrepair777 [22] brain,cloud [21] heinzvhoenen,#bci [20] #bci,#braincloudinterface [20] #braincloudinterface,#nanotechnology [15] human,brain [15] cloud,interface [14] #nanotechnology,human [14] interface,tantriclens Top Word Pairs in Tweet in G9:
[11] capitol,technology [9] technology,university [4] captechu,edu [3] open,house [3] focused,capitol [3] career,focused [3] bachelors,masters [3] online,bachelors [3] email,dr [2] masters,doctorates Top Word Pairs in Tweet in G10:
[4] #letscreate,#technologytalk [3] full,video [3] ibm,#letscreate [2] happy,share 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 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 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: