The graph represents a network of 2,541 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, 01 November 2021 at 17:25 UTC.
The requested start date was Monday, 01 November 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 91-day, 19-hour, 20-minute period from Sunday, 01 August 2021 at 02:40 UTC to Sunday, 31 October 2021 at 22:00 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 : 2541
Unique Edges : 7522
Edges With Duplicates : 25973
Total Edges : 33495
Number of Edge Types : 5
Retweet : 5097
MentionsInRetweet : 14864
Mentions : 12994
Replies to : 234
Tweet : 306
Self-Loops : 375
Reciprocated Vertex Pair Ratio : 0.0491295614328758
Reciprocated Edge Ratio : 0.0936577582768249
Connected Components : 20
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 2522
Maximum Edges in a Connected Component : 33485
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.983959
Graph Density : 0.00194216425426161
Modularity : 0.239039
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,541 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, 01 November 2021 at 17:25 UTC.
The requested start date was Monday, 01 November 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 91-day, 19-hour, 20-minute period from Sunday, 01 August 2021 at 02:40 UTC to Sunday, 31 October 2021 at 22:00 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:
[316] #ai,#aiio [300] #vr,#ar [292] #bigdata,#ml [289] #aiio,#bigdata [281] #ai,#technology [239] jgrobicki,ursbolt [238] spirosmargaris,jimmarous [224] #machinelearning,#ai [217] #ai,#artificialintelligence [188] top,10 Top Word Pairs in Tweet in G1:
[262] #ai,#aiio [257] #ai,#technology [245] #aiio,#bigdata [245] #bigdata,#ml [230] jgrobicki,ursbolt [229] spirosmargaris,jimmarous [161] ursbolt,paula_piccard [155] topcybernews,spirosmargaris [150] #futureofwork,topcybernews [149] topcybernews,mvollmer1 Top Word Pairs in Tweet in G2:
[191] #vr,#ar [112] #digital,#vr [101] #ai,#artificialintelligence [100] detecting,garbage [100] garbage,images [100] images,huawei [100] #artificialintelligence,#clustering [100] #clustering,cc [99] #deeplearning,app [99] app,detecting Top Word Pairs in Tweet in G3:
[97] #machinelearning,#ai [85] #bigdata,#datascience [84] #vr,#ar [79] #machinelearning,#iot [70] next,frontier [70] frontier,#ai [70] twins,#smartcities [70] #smartcities,iob_news [69] top,10 [69] #ai,#bigdata Top Word Pairs in Tweet in G4:
[126] itakethelead,365surmarius [126] 365surmarius,themrblueprint [126] themrblueprint,mrkmrkmoh [126] mrkmrkmoh,mariussou [126] mariussou,kiyotaka_1991 [121] influencerprom1,itakethelead [112] grazytgrazynatt,influencerprom1 [111] promoedutech,grazytgrazynatt [107] kiyotaka_1991,easy_ [62] tantriclens,cellrepair777 Top Word Pairs in Tweet in G5:
[100] mspadine,mmuller2019 [79] drvishvendu,fannynonoy [79] annarosarossa,lisatruthjohns [77] fannynonoy,annarosarossa [74] mmuller2019,thshaher [72] lisatruthjohns,centerinventor1 [70] thshaher,mikimiyazaki13 [66] lorenzorossi29,isadoradem45 [64] sandroandrine,mspadine [62] centerinventor1,lorenzorossi29 Top Word Pairs in Tweet in G6:
[4] ipfconline1,definitive [4] definitive,answer [4] answer,best [4] best,time [4] time,social [4] social,media [4] media,' [4] ',istrategylabs [4] istrategylabs,#smm [4] #smm,#digitalmarketing Top Word Pairs in Tweet in G7:
[9] ibm,power [6] power,e1080 [4] #power10,processor [3] protect,data [3] e1080,server [3] processor,engineered [3] engineered,agility [2] cost,data [2] data,breach [2] 35,years Top Word Pairs in Tweet in G8:
[5] mefintech,mikequindazzi [5] mikequindazzi,sandy_carter [5] sandy_carter,topcybernews [5] topcybernews,floriansemle [4] tokenmed,mefintech [3] fintechindiaexp,kbendelak [3] kbendelak,tokenmed [2] #ai,#aiio [2] #aiio,#bigdata [2] #bigdata,#ml Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[5] capitol,technology [5] technology,university [3] campus,online [2] commencement,ceremonies [2] days,away [2] career,focused [2] focused,capitol [2] university,campus [2] online,bachelors [2] bachelors,masters 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 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: