The graph represents a network of 454 Twitter users whose recent tweets contained "hashtagmarketi7", 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 Monday, 01 November 2021 at 16:38 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 57-minute period from Sunday, 24 October 2021 at 00:48 UTC to Monday, 01 November 2021 at 15:46 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 : 466
Unique Edges : 1663
Edges With Duplicates : 4679
Total Edges : 6342
Number of Edge Types : 5
Mentions : 2844
Retweet : 326
Tweet : 85
MentionsInRetweet : 2836
Replies to : 251
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.154929577464789
Reciprocated Edge Ratio : 0.268292682926829
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 466
Maximum Edges in a Connected Component : 6342
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.501695
Graph Density : 0.0128663067054317
Modularity : 0.25816
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 454 Twitter users whose recent tweets contained "hashtagmarketi7", 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 Monday, 01 November 2021 at 16:38 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 57-minute period from Sunday, 24 October 2021 at 00:48 UTC to Monday, 01 November 2021 at 15:46 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 : hashtagmarketi7
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:
[102] smr_foundation,hashtagmarketi7 [101] marc_smith,michaelbathurst [101] michaelbathurst,smr_foundation [100] docassar,nodexl [96] albertoemachado,mihkal [83] mihkal,this0499154500 [81] this0499154500,docassar [79] nodexl,chidambara09 [72] top,hashtags [68] analíticos,#redessociales Top Word Pairs in Tweet in G1:
[87] smr_foundation,hashtagmarketi7 [86] marc_smith,michaelbathurst [86] michaelbathurst,smr_foundation [85] docassar,nodexl [81] albertoemachado,mihkal [68] mihkal,this0499154500 [66] this0499154500,docassar [64] top,hashtags [64] nodexl,chidambara09 [60] analíticos,#redessociales Top Word Pairs in Tweet in G2:
[58] gracias,interactuar [58] interactuar,conmigo [27] obreg_carlos,hashtagmarketi7 [24] jcgd1983,nilsonliscano [24] nilsonliscano,libiisosa [24] hashtagmarketi7,angelcaido_yo [24] angelcaido_yo,psicont [24] psicont,eamantecon [22] ma_martin,hashtagmarketi7 [21] ma_martin,mam_socialmedia Top Word Pairs in Tweet in G3:
[8] albertoemachado,mvollmer1 [8] mvollmer1,shi4tech [8] shi4tech,evasmartai [8] kanezadiane,ragusosergio [8] ragusosergio,labordeolivier [8] labordeolivier,globaliqx [8] globaliqx,frronconi [8] frronconi,haroldsinnott [8] haroldsinnott,glengilmore [8] glengilmore,hana_elsayyed Top Word Pairs in Tweet in G4:
[2] classici,nuovi [2] nuovi,#follower [2] #follower,dei [2] dei,miei [2] miei,#follower [2] #follower,ottobre [2] #selenium,#sna [2] #sna,#sbgetfollowers [2] #sbgetfollowers,#prodomosua Top Word Pairs in Tweet in G6:
[9] #deletezuckerbergonetime4all,#deletezuckerbergonetime4all [6] hashtagmarketi7,stefsimanowitz [6] stefsimanowitz,mog7546 [6] mog7546,chrisinsilico [6] emmalbriant,carolecadwalla [6] carolecadwalla,zamaan_qureshi [6] nityalakshmi,twitter [5] chrisinsilico,emmalbriant [4] zamaan_qureshi,moisturevapor8r [4] moisturevapor8r,nityalakshmi Top Word Pairs in Tweet in G7:
[4] southu,nodexl [4] acadpublishing,docassar [4] top,hashtags [4] hashtags,#southuniversity [4] #southuniversity,#blog [4] #blog,#nursing [4] #nursing,#hbdthalapathyvijay [4] #hbdthalapathyvijay,#southcares [3] nodexl,nursing_process [3] nursing_process,southu Top Word Pairs in Tweet in G9:
[3] ma_martin,pativaldes [3] pativaldes,the_squab19 [3] yonaides,madameandariega [3] madameandariega,nilsonliscano [3] nilsonliscano,gz50380307 [3] gz50380307,cintiapolanco3 [3] cintiapolanco3,elmundoconella [2] crispi08ab,hdezreynier [2] lisandro_079,yonaides [2] elmundoconella,gracias Top Word Pairs in Tweet in G10:
[4] #wfsf,conference [3] conference,berlin [3] berlin,world [3] world,futures [3] futures,studies [3] studies,federation [2] longevitytech,welcome [2] welcome,#longevity [2] #longevity,#island [2] #island,#longevityintime 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 G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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: