The graph represents a network of 5,304 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 December 2021 at 10:47 UTC.
The requested start date was Friday, 03 December 2021 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 7-day, 14-hour, 23-minute period from Thursday, 25 November 2021 at 10:34 UTC to Friday, 03 December 2021 at 00:58 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 : 5304
Unique Edges : 4007
Edges With Duplicates : 8157
Total Edges : 12164
Number of Edge Types : 5
Tweet : 3551
Replies to : 1359
Retweet : 2398
MentionsInRetweet : 2894
Mentions : 1962
Self-Loops : 3799
Reciprocated Vertex Pair Ratio : 0.0123629112662014
Reciprocated Edge Ratio : 0.0244238723655702
Connected Components : 1562
Single-Vertex Connected Components : 923
Maximum Vertices in a Connected Component : 1027
Maximum Edges in a Connected Component : 2998
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.964782
Graph Density : 0.000180502001058623
Modularity : 0.451147
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,304 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 December 2021 at 10:47 UTC.
The requested start date was Friday, 03 December 2021 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 7-day, 14-hour, 23-minute period from Thursday, 25 November 2021 at 10:34 UTC to Friday, 03 December 2021 at 00:58 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 : marketing research
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:
[979] research,paper [815] online,class [664] come,help [664] help,heal [663] heal,world [662] world,fully [662] fully,doxxed [654] dev,huge [650] huge,marketing [628] marketing,incoming Top Word Pairs in Tweet in G1:
[414] research,paper [293] online,class [239] research,papers [236] essay,due [215] nursing,marketing [213] lab,report [211] marketing,trigonometry [210] trigonometry,thesis [200] literature,lab [192] assignments,literature Top Word Pairs in Tweet in G2:
[664] come,help [664] help,heal [663] heal,world [662] world,fully [660] fully,doxxed [654] dev,huge [647] huge,marketing [628] marketing,incoming [384] doxxed,dev [345] incoming,liquidity Top Word Pairs in Tweet in G3:
[322] literally,days [322] days,away [322] away,alpha [322] alpha,launch [321] launch,#metaverse [320] #metaverse,6mil [317] 6mil,mc [310] mc,152 [310] 152,eth [310] eth,buyback Top Word Pairs in Tweet in G4:
[467] research,paper [462] online,class [335] #calculus,#statistics [318] #business,law [299] #essay,due [296] #algebra,#calculus [288] law,#math [249] #nursing,#essay [247] #research,paper [238] essay,due Top Word Pairs in Tweet in G5:
[144] excited,announce [144] announce,official [144] official,partnership [144] partnership,between [144] between,galaxywar [144] galaxywar,infinityvc_ [144] infinityvc_,venture [144] venture,capital [144] capital,firm [143] galaxywarnft,excited Top Word Pairs in Tweet in G6:
[91] babies,look [91] look,dope [91] dope,project [91] project,degen [91] degen,ape [91] ape,club [91] club,dac [91] dac,released [91] released,short [91] short,term Top Word Pairs in Tweet in G7:
[91] research,know [91] know,cate [91] cate,#nextshiba [91] #nextshiba,soon [91] soon,#100xgem [91] #100xgem,#catecoin [91] #catecoin,hasn [90] kewpietheresa,research Top Word Pairs in Tweet in G8:
[51] orion__research,orion__trading [49] oriondepp,solana [49] solana,orion__research [42] xrp,rewards [42] 11,29 [41] join,telegram [41] telegram,merryxrpmas [41] merryxrpmas,merryxrpmas [41] merryxrpmas,making [41] making,daily Top Word Pairs in Tweet in G9:
[75] market,research [70] research,competition [70] competition,pitches [70] pitches,hype [70] hype,promo [70] promo,press [70] press,utility [70] utility,technical [70] technical,stuff [70] stuff,suck Top Word Pairs in Tweet in G10:
[13] gonna,write [13] write,more [13] more,webinar [13] webinar,influence [13] influence,maps [13] maps,soon [13] soon,yeah [13] yeah,weird [13] weird,few [13] few,marketers 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 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 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: