The graph represents a network of 1,611 Twitter users whose recent tweets contained "NodeXL", 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 Tuesday, 21 December 2021 at 16:17 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 51-minute period from Sunday, 12 December 2021 at 20:52 UTC to Tuesday, 21 December 2021 at 15:44 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 : 1611
Unique Edges : 6868
Edges With Duplicates : 18024
Total Edges : 24892
Number of Edge Types : 5
Retweet : 1963
MentionsInRetweet : 16704
Mentions : 5042
Tweet : 93
Replies to : 1090
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0591397849462366
Reciprocated Edge Ratio : 0.111675126903553
Connected Components : 17
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1561
Maximum Edges in a Connected Component : 24823
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.705414
Graph Density : 0.00425336679890967
Modularity : 0.263352
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,611 Twitter users whose recent tweets contained "NodeXL", 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 Tuesday, 21 December 2021 at 16:17 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 51-minute period from Sunday, 12 December 2021 at 20:52 UTC to Tuesday, 21 December 2021 at 15:44 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 : TwitterSearch
Graph Term : NodeXL
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:
[608] #tensorflow,#javascript [583] top,hashtags [519] #python,#rstats [506] #javascript,#reactjs [502] #rstats,#tensorflow [481] #analytics,#datascience [368] #bigdata,#analytics [350] #reactjs,#serverless [343] #linux,#flutter [313] #100daysofcode,#5g Top Word Pairs in Tweet in G1:
[239] top,hashtags [98] winter,school [96] 2022,winter [96] #phdchat,#nodexl [93] social,media [90] school,social [90] social,networks [90] networks,nodexl [90] nodexl,pro [90] pro,few Top Word Pairs in Tweet in G2:
[543] #tensorflow,#javascript [474] #python,#rstats [463] #javascript,#reactjs [456] #rstats,#tensorflow [429] #analytics,#datascience [336] #bigdata,#analytics [307] #reactjs,#serverless [280] #100daysofcode,#5g [264] #datascience,#ai [264] #linux,#flutter Top Word Pairs in Tweet in G3:
[66] top,hashtags [23] hashtagmarketi7,nodexl [21] hashtagmarketi7,policia [21] policia,bambudm [21] bambudm,mktdiginews [21] mktdiginews,oscardelcarmen_ [21] oscardelcarmen_,anabelanogs [21] anabelanogs,el_pais [21] el_pais,podcastalhabla [21] podcastalhabla,javiervillamor Top Word Pairs in Tweet in G4:
[25] top,hashtags [16] #ai,#agile [16] #agile,#ces2022 [16] #ces2022,#ai [16] #ai,#nodexl [16] #nodexl,#machineleqrning [16] #100daysofcode,#startup [16] #startup,#5g [16] #5g,#futureofwork [16] #futureofwork,#nft Top Word Pairs in Tweet in G5:
[54] top,hashtags [36] #crypto,#aml [23] #aml,#futureofwork [18] do_kinder,braincures [18] #csr,#crypto [15] #futureofwork,#finserv [13] #corpgov,#finserv [12] richardeudes,braincures [11] nodexl,salesforce [11] morolswediu,elongatorstax Top Word Pairs in Tweet in G6:
[13] dal,gennaio [13] gennaio,2021 [12] #selenium,#nodexl [12] #nodexl,#twitterscraping [12] #twitterscraping,#sna [9] 2021,tweet [9] tweet,risposte [9] risposte,retweet [5] dsantanche,dal [4] patriota,giorgiameloni Top Word Pairs in Tweet in G7:
[2] barbaraburgsta1,john_faidutti [2] john_faidutti,foxnews [2] foxnews,billoreilly [2] billoreilly,seanhannity [2] seanhannity,tuckercarlson [2] tuckercarlson,ingrahamangle [2] ingrahamangle,loudobbs [2] loudobbs,#georgia [2] #georgia,#kemp [2] #kemp,legaltech Top Word Pairs in Tweet in G8:
[17] caring_mobile,sonu_monika [17] digitalsalutem,cbinsights [17] cbinsights,the_gdhn [17] the_gdhn,johnnosta [17] johnnosta,digitalhealth2 [14] giant_health,_atanas_ [14] _atanas_,digitalsalutem [10] sonu_monika,gil_bashe [10] gil_bashe,giant_health [9] nodexl,caring_mobile Top Word Pairs in Tweet in G9:
[8] 2021,11 [8] twitter,nodexl [8] nodexl,sna [8] sna,map [8] map,report [8] report,monday [8] monday,#datavis [7] 11,29 [7] 29,twitter [3] using,nodexl Top Word Pairs in Tweet in G10:
[5] top,#influencers [5] #influencers,#cop26 [5] #cop26,nodexl [5] nodexl,cop26 [5] cop26,gretathunberg [5] gretathunberg,barackobama [5] barackobama,unfccc [5] unfccc,nicolasturgeon [5] nicolasturgeon,emperatriz1827 [5] emperatriz1827,borisjohnson 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 G7:
Top Replied-To in G8:
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 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: