The graph represents a network of 2,713 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, 06 December 2021 at 18:28 UTC.
The requested start date was Monday, 06 December 2021 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 95-day, 8-hour, 34-minute period from Wednesday, 01 September 2021 at 13:02 UTC to Sunday, 05 December 2021 at 21:37 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 : 2713
Unique Edges : 7902
Edges With Duplicates : 27418
Total Edges : 35320
Number of Edge Types : 5
Retweet : 5445
MentionsInRetweet : 15820
Replies to : 285
Mentions : 13430
Tweet : 340
Self-Loops : 416
Reciprocated Vertex Pair Ratio : 0.0493946731234867
Reciprocated Edge Ratio : 0.0941393631748962
Connected Components : 19
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 2693
Maximum Edges in a Connected Component : 35305
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.913918
Graph Density : 0.00176713888227446
Modularity : 0.252981
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,713 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, 06 December 2021 at 18:28 UTC.
The requested start date was Monday, 06 December 2021 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 95-day, 8-hour, 34-minute period from Wednesday, 01 September 2021 at 13:02 UTC to Sunday, 05 December 2021 at 21:37 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:
[422] #vr,#ar [345] #ai,#aiio [327] #bigdata,#ml [326] #aiio,#bigdata [297] #ai,#technology [250] jgrobicki,ursbolt [242] #ml,#nlu [219] #futureofwork,topcybernews [213] #nlu,#futureofwork [213] #ai,#artificialintelligence Top Word Pairs in Tweet in G1:
[375] #vr,#ar [161] #digital,#digitaltransformation [154] #digital,#vr [152] wef,#ai [146] #augmentedreality,powered [146] powered,glasses [146] glasses,yuhelenyu [145] #virtualreality,#vr [145] #ar,#digitaltransformation [145] #digitaltransformation,#mr Top Word Pairs in Tweet in G2:
[320] #ai,#aiio [306] #aiio,#bigdata [305] #bigdata,#ml [281] #ai,#technology [239] jgrobicki,ursbolt [223] #ml,#nlu [206] #futureofwork,topcybernews [203] spirosmargaris,jimmarous [197] #nlu,#futureofwork [186] topcybernews,spirosmargaris Top Word Pairs in Tweet in G3:
[138] #machinelearning,#iot [122] itakethelead,365surmarius [122] 365surmarius,themrblueprint [122] themrblueprint,mrkmrkmoh [122] mrkmrkmoh,mariussou [122] mariussou,kiyotaka_1991 [117] influencerprom1,itakethelead [108] grazytgrazynatt,influencerprom1 [107] promoedutech,grazytgrazynatt [101] kiyotaka_1991,easy_ Top Word Pairs in Tweet in G4:
[127] mspadine,mmuller2019 [117] thshaher,mikimiyazaki13 [98] mmuller2019,thshaher [83] er509939,edward733 [83] edward733,lisatruthjohns [83] sandroandrine,mspadine [79] drvishvendu,fannynonoy [79] annarosarossa,lisatruthjohns [77] fannynonoy,annarosarossa [72] wallacegeorge7,kvajpayaee Top Word Pairs in Tweet in G5:
[42] tantriclens,cellrepair777 [42] cellrepair777,erikbryn [34] heinzvhoenen,#bci [34] #bci,#braincloudinterface [34] #braincloudinterface,#nanotechnology [34] brain,cloud [32] #nanotechnology,human [32] human,brain [32] cloud,interface [32] interface,tantriclens Top Word Pairs in Tweet in G6:
[2] proffeynman,topcybernews [2] topcybernews,specially [2] specially,conceptional [2] conceptional,creativity [2] creativity,something [2] something,more [2] more,different [2] different,amazing [2] amazing,blessing [2] blessing,those Top Word Pairs in Tweet in G7:
[3] engineered,agility [3] topcybernews,exclusive [3] exclusive,ibm [3] ibm,achieves [3] achieves,#quantumcomputing [3] #quantumcomputing,breakthrough [3] breakthrough,#ibm [3] #ibm,created [3] created,#quantumprocessor [3] #quantumprocessor,process Top Word Pairs in Tweet in G8:
[2] think,#jobsafety Top Word Pairs in Tweet in G9:
[2] capitol,technology [2] technology,university [2] commencement,ceremonies [2] days,away [2] president,sims [2] watch,youtube [2] doctoral,programs Top Word Pairs in Tweet in G10:
[4] theinsaneapp,ronald_vanloon [4] ronald_vanloon,bernardmarr [4] bernardmarr,rvp [4] rvp,heinzvhoenen [4] heinzvhoenen,pardoe_ai [4] pardoe_ai,smoothsale [4] smoothsale,openmarketingtv [4] openmarketingtv,ai_2050 [4] ai_2050,ainow6 [2] rumichowd,theinsaneapp 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 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: