The graph represents a network of 789 Twitter users whose recent tweets contained "@gephi OR @nodexl OR @socioviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Thursday, 12 September 2019 at 16:44 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 49-minute period from Tuesday, 03 September 2019 at 11:39 UTC to Thursday, 12 September 2019 at 16:28 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 : 796
Unique Edges : 3918
Edges With Duplicates : 3742
Total Edges : 7660
Number of Edge Types : 4
Mentions : 6811
Replies to : 179
Retweet : 659
Tweet : 11
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0,0487650411652945
Reciprocated Edge Ratio : 0,0929951690821256
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 796
Maximum Edges in a Connected Component : 7660
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,853965
Graph Density : 0,00785057362283114
Modularity : 0,372097
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[406] top,hashtags [157] hashtags,#ai [122] #ai,#iot [99] nodexl,link [84] social,media [75] top,influencers [73] influencers,mikequindazzi [73] 30,part [73] part,course [72] digital,humanities Top Word Pairs in Tweet in G1:
[82] social,media [73] 30,part [73] part,course [72] digital,humanities [71] amp,tools [71] media,amp [71] amp,digital [71] humanities,methods [71] methods,approaches [71] approaches,social Top Word Pairs in Tweet in G2:
[258] top,hashtags [145] hashtags,#ai [117] #ai,#iot [93] nodexl,link [74] top,influencers [72] influencers,mikequindazzi [70] #iot,#robotics [67] mikequindazzi,ronald_vanloon [60] #iot,#innovation [54] topcybernews,nodexl Top Word Pairs in Tweet in G3:
[51] top,hashtags [36] pd_mobileapps,influencerprom1 [36] influencerprom1,cybersec_feeds [35] nodexl,smr_foundation [35] smr_foundation,mikequindazzi [35] krausesmustache,motorcycletwitt [30] #influencerpromotion,#topcasestudy [30] #topcasestudy,#cybersecurity [30] #cybersecurity,#knowledge [30] #knowledge,#megatrends Top Word Pairs in Tweet in G4:
[19] #aiio,#bigdata [19] #bigdata,#ml [19] #ml,#nlu [19] #nlu,#iot [19] mikequindazzi,moz [19] moz,nealschaffer [19] nealschaffer,nigelwalsh [19] nigelwalsh,nodexl [19] nodexl,pbouillaud [18] #iot,cc Top Word Pairs in Tweet in G5:
[15] #altc,nodexl [15] nodexl,a_l_t [15] top,hashtags [15] hashtags,#altc [15] #altc,#lthechat [13] sfaulknerpando,warwicklanguage [13] #edtech,#femedtech [13] #femedtech,#openedsig [9] suebecks,jisc [8] a_l_t,jessifer Top Word Pairs in Tweet in G6:
[4] hponka,jnkka [4] jnkka,mspowerbi [4] mspowerbi,gephi [3] gephi,huuhkajat [3] viaplay_fi,ylepuhe [2] huuhkajat,viaplay_fi [2] amkivi,hponka [2] datan,visualisointia [2] graafinen,suunnittelija [2] mihkal,jnkka Top Word Pairs in Tweet in G7:
[9] nodexl,scicommbot [9] scicommbot,_open_science_ [9] _open_science_,academicchatter [9] academicchatter,vanessapirotta [9] vanessapirotta,lisavipes [9] lisavipes,sarahmackattack [9] sarahmackattack,scicomm_india [9] scicomm_india,agu_scicomm [7] scicomm,nodexl [7] agu_scicomm,_atanas_ Top Word Pairs in Tweet in G8:
[10] intro,#cloud [10] #cloud,#edgecomputing [10] #edgecomputing,microsoft [10] microsoft,antgrasso [10] antgrasso,#bigdata [10] #bigdata,#digital [10] #digital,#digitaltransformation [10] #digitaltransformation,#edge [10] #edge,#innovation [10] #innovation,#mobile Top Word Pairs in Tweet in G9:
[4] corpgov,nodexl [4] top,hashtags [4] hashtags,#corpgov [4] #corpgov,#esg [4] #esg,#boardofdirectors [3] nodexl,corpgov [3] nodexl,link [3] link,daviddoughty [3] daviddoughty,mikequindazzi [3] mikequindazzi,mpborman Top Word Pairs in Tweet in G10:
[5] presenting,#icpic2019 [5] #icpic2019,sphcmunsw [5] sphcmunsw,didierpittet [5] didierpittet,hopitaux_unige [5] hopitaux_unige,unige_en [5] unige_en,#behavior [5] #behavior,#socialnetwork [5] #socialnetwork,#infectioncontrol [5] #infectioncontrol,nodexl [5] nodexl,#globalhealth 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 G6:
Top Replied-To in G7:
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:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: