The graph represents a network of 1,636 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, 12 December 2022 at 19:06 UTC.
The requested start date was Monday, 12 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 101-day, 15-hour, 36-minute period from Thursday, 01 September 2022 at 07:54 UTC to Sunday, 11 December 2022 at 23:30 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 : 1636
Unique Edges : 4441
Edges With Duplicates : 21288
Total Edges : 25729
Number of Edge Types : 5
Retweet : 3572
MentionsInRetweet : 14147
Mentions : 7668
Replies to : 228
Tweet : 114
Self-Loops : 1222
Reciprocated Vertex Pair Ratio : 0.0431406384814495
Reciprocated Edge Ratio : 0.0827129859387924
Connected Components : 31
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 1606
Maximum Edges in a Connected Component : 25726
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.028052
Graph Density : 0.00271191763307239
Modularity : 0.183985
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,636 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, 12 December 2022 at 19:06 UTC.
The requested start date was Monday, 12 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 101-day, 15-hour, 36-minute period from Thursday, 01 September 2022 at 07:54 UTC to Sunday, 11 December 2022 at 23:30 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:
[315] #ai,#aiio [313] #bigdata,#ml [313] #aiio,#bigdata [312] #ml,#nlu [286] #nlu,#futureofwork [266] promo,edu [266] social,promo [266] edu,tech [245] #polishfrenchbretontech,#influencerpromotion [237] topcybernews,spirosmargaris Top Word Pairs in Tweet in G1:
[179] kirkdborne,spirosmargaris [179] spirosmargaris,topcybernews [171] eli_krumova,#happymonday [153] eli_krumova,#happyfriday [149] #happymonday,#newweek [148] avrohomg,kirkdborne [146] globaliqx,pawlowskimario [141] glengilmore,kirkdborne [111] topcybernews,tamaramccleary [110] hopefrank,tamaramccleary Top Word Pairs in Tweet in G2:
[278] #ai,#aiio [276] #bigdata,#ml [276] #aiio,#bigdata [275] #ml,#nlu [258] #nlu,#futureofwork [202] #futureofwork,topcybernews [185] topcybernews,spirosmargaris [132] spirosmargaris,marshacollier [122] fisher85m,mikequindazzi [121] mhcommunicate,fisher85m Top Word Pairs in Tweet in G3:
[106] #ai,#artificialintelligence [90] #tech,#technology [88] #digital,#tech [84] #iot,#5g [83] 1000,times [83] faster,wef [83] #emergingtech,#iot [83] #innovation,#cloudcomputing [83] times,faster [83] #5g,#innovation Top Word Pairs in Tweet in G4:
[234] social,promo [234] edu,tech [234] promo,edu [203] #polishfrenchbretontech,#influencerpromotion [178] grazytgrazynatt,influencerprom1 [168] tech,#polishfrenchbretontech [140] #socialpromoedutech,33641587231 [126] #influencerpromotion,#custserv [124] 33641587231,social [88] heroldbarton,vipeurope5 Top Word Pairs in Tweet in G5:
[33] stratorob,cybersecurity [22] management,#internetofthings [22] #cybersecurity,#innovation [22] cybersecurity,risk [22] risk,management [22] #internetofthings,#cybersecurity [17] #innovation,#riskmanagemâ [16] #digitaltransformation,reliable [16] cybersecurity,cornerstone [16] reliable,robust Top Word Pairs in Tweet in G6:
[27] cellrepair777,erikbryn [23] tantriclens,cellrepair777 [21] heinzvhoenen,#bci [21] brain,cloud [19] #braincloudinterface,#nanotechnology [19] #bci,#braincloudinterface [15] human,brain [14] cloud,interface [13] #nanotechnology,human [13] interface,tantriclens Top Word Pairs in Tweet in G7:
[18] topcybernews,kuriharan [15] kuriharan,evankirstel [14] cc,akwyz [13] evankirstel,spirosmargaris [12] forbes,#cybersecurity [12] security,challenge [12] #smartcities,chuckdbrooks [12] chuckdbrooks,forbes [12] challenge,protecting [12] protecting,#smartcities Top Word Pairs in Tweet in G8:
[18] ipfconline1,#cloudcomputing [15] #machinelearning,#iot [15] know,cloud [15] everything,need [15] #cloudcomputing,everything [15] explained,zdnet [15] cloud,explained [15] need,know [14] zdnet,stev [9] frontier,#ai Top Word Pairs in Tweet in G9:
[9] wef,#emergingtech [9] capitol,technology [9] #emergingtech,#iot [9] times,faster [9] make,computer [9] 1000,times [9] #cloudcomputing,cc [9] graphene,make [9] faster,wef [9] #innovation,#cloudcomputing Top Word Pairs in Tweet in G10:
[2] istrategylabs,#smm [2] ipfconline1,definitive [2] media,' [2] time,social [2] definitive,answer [2] answer,best [2] social,media [2] #digitalmarketing,cc [2] cc,stephanenappo [2] flashtweet,chboursin 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 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: