The graph represents a network of 849 Twitter users whose tweets in the requested range contained "marc_smith", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 December 2022 at 22:50 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 56-minute period from Thursday, 17 November 2022 at 01:16 UTC to Thursday, 01 December 2022 at 00:13 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 : 849
Unique Edges : 966
Edges With Duplicates : 2275
Total Edges : 3241
Number of Edge Types : 5
Retweet : 330
MentionsInRetweet : 1366
Replies to : 145
Tweet : 142
Mentions : 1258
Self-Loops : 249
Reciprocated Vertex Pair Ratio : 0.0408981555733761
Reciprocated Edge Ratio : 0.0785824345146379
Connected Components : 164
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 188
Maximum Edges in a Connected Component : 2152
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.69098
Graph Density : 0.00180289797097584
Modularity : 0.358847
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 849 Twitter users whose tweets in the requested range contained "marc_smith", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 December 2022 at 22:50 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 56-minute period from Thursday, 17 November 2022 at 01:16 UTC to Thursday, 01 December 2022 at 00:13 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 : marc_smith
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:
[54] marc,smith [42] eli_krumova,#newweek [39] yuhelenyu,grattongirl [37] harvey,milk [37] san,francisco [36] noviembre,1978 [36] milk,san [36] 44,aniversario [36] francisco,california [36] hoy,conmemora Top Word Pairs in Tweet in G1:
[42] eli_krumova,#newweek [39] yuhelenyu,grattongirl [29] digital_howell,yuhelenyu [25] nevillegaunt,chuckdbrooks [25] grattongirl,nevillegaunt [23] onalytica,thinkers360 [23] thinkers360,joinengatica [22] digital_howell,jbarbosapr [22] chuckdbrooks,digital_howell [22] sourabhskatoch,mikeflache Top Word Pairs in Tweet in G2:
[20] mr_smith_econ,c19redteam [19] c19redteam,marc_veld [15] jakeopdeweek,mr_smith_econ [15] steigstraherman,mr_smith_econ [15] mr_smith_econ,marcbonten [12] sterk,correleert [12] correleert,met [12] zien,sterk [12] mr_smith_econ,dus [12] die,zien Top Word Pairs in Tweet in G3:
[2] marc_smith_dr,bruce332508134 [2] shelley37416871,adefaried99a [2] bruce2672817175,marc_smith_dr [2] bruce332508134,romain_basso [2] smirnovcrypto,shelley37416871 [2] besseme65706441,bruce2672817175 [2] adefaried99a,besseme65706441 [2] romain_basso,fera3465 Top Word Pairs in Tweet in G4:
[26] dave,asprey [15] marc,smith [13] #411,dave [13] shane,smith [13] stanley,krippner [13] amy,schumer [13] asprey,tait [13] #441,brian [13] fletcher,#358 [13] #368,david Top Word Pairs in Tweet in G5:
[37] harvey,milk [36] 27,noviembre [36] francisco,california [36] noviembre,1978 [36] milk,san [36] asesinado,harvey [36] california,hoy [36] 44,aniversario [36] hoy,conmemora [36] 1978,asesinado Top Word Pairs in Tweet in G6:
[27] marc,elias [26] odds,confronted [26] steve,bannon [26] bannon,knows [26] marceelias,worry [26] confronted,marc [26] worry,ron [26] ron,steve [26] lose,again [26] elias,lose Top Word Pairs in Tweet in G7:
[6] hashtagmarketi7,marc_smith [6] johnpea40514254,theadityapatro [6] jeroenbartelse,segundoatdell [6] andrewincontact,jeroenbartelse [6] theadityapatro,hakomtimeseries [6] ingliguori,albertoemachado [6] chuckdbrooks,ragusosergio [6] enilev,nodexl [6] smaksked,sharleneisenia [6] ragusosergio,akwyz Top Word Pairs in Tweet in G8:
[2] marc_anthony_sr,c1apss Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: