The graph represents a network of 5,251 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, 05 March 2021 at 11:10 UTC.
The requested start date was Friday, 05 March 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 9-day, 7-hour, 32-minute period from Tuesday, 23 February 2021 at 17:23 UTC to Friday, 05 March 2021 at 00:55 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 : 5251
Unique Edges : 3182
Edges With Duplicates : 7404
Total Edges : 10586
Number of Edge Types : 5
Tweet : 4347
Retweet : 2242
MentionsInRetweet : 2201
Replies to : 599
Mentions : 1197
Self-Loops : 4719
Reciprocated Vertex Pair Ratio : 0.02296918767507
Reciprocated Edge Ratio : 0.0449069003285871
Connected Components : 2117
Single-Vertex Connected Components : 1322
Maximum Vertices in a Connected Component : 763
Maximum Edges in a Connected Component : 3234
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.203744
Graph Density : 0.000132473633140173
Modularity : 0.415941
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,251 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, 05 March 2021 at 11:10 UTC.
The requested start date was Friday, 05 March 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 9-day, 7-hour, 32-minute period from Tuesday, 23 February 2021 at 17:23 UTC to Friday, 05 March 2021 at 00:55 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:
[1359] #calculus,#statistics [1342] #algebra,#calculus [1296] #essay,due [1189] #business,law [1164] #math,#algebra [1061] #research,paper [1049] law,#math [985] #statistics,#biology [911] #nursing,#essay [848] #biology,#nursing Top Word Pairs in Tweet in G1:
[624] #calculus,#statistics [609] #algebra,#calculus [530] #essay,due [495] #math,#algebra [482] #research,paper [480] #business,law [444] #statistics,#biology [421] law,#math [397] #biology,#nursing [384] #project,#marketing Top Word Pairs in Tweet in G2:
[27] #cro,#marketing [27] psychological,principles [24] pay,write [23] kindly,dm [23] legit,reliable [23] reliable,writer [23] writer,guarantees [23] guarantees,quality [23] quality,timely [23] timely,work Top Word Pairs in Tweet in G3:
[134] icons,research [134] research,distribution [134] distribution,company [134] company,based [134] based,brooklyn [134] brooklyn,newyork [134] newyork,state [134] state,usa [133] abgcfr14,icons [133] usa,incharge Top Word Pairs in Tweet in G4:
[442] #algebra,#calculus [437] #calculus,#statistics [420] #business,law [420] #essay,due [395] #math,#algebra [362] law,#math [342] #research,paper [331] #statistics,#biology [279] #biology,#nursing [273] #nursing,#essay Top Word Pairs in Tweet in G5:
[131] #essay,due [119] #business,law [114] #nursing,#essay [104] #algebra,#calculus [97] #calculus,#statistics [90] #math,#algebra [89] law,#math [86] #research,paper [68] paper,#dissertation [67] due,#assignment Top Word Pairs in Tweet in G6:
[106] nvidia,research [106] research,developed [106] developed,deep [106] deep,learning [106] learning,model [106] model,turns [106] turns,rough [106] rough,doodles [106] doodles,photorealistic [106] photorealistic,masterpieces Top Word Pairs in Tweet in G7:
[79] course,game [79] game,changer [79] changer,marketing [79] marketing,advertising [79] advertising,content [79] content,development [79] development,ui [79] ui,design [79] design,ux [79] ux,research Top Word Pairs in Tweet in G8:
[29] content,marketing [12] annual,report [12] report,enterprise [12] enterprise,content [12] marketing,benchmarks [11] benchmarks,budgets [10] research,cmicontent [9] percentage,marketers [9] marketers,reporting [9] reporting,success Top Word Pairs in Tweet in G9:
[15] shaking,automation [14] research,lizkmiller [13] investing,advertising [13] advertising,email [13] email,marketing [13] marketing,cold [13] cold,calling [13] calling,really [13] really,need [13] need,read Top Word Pairs in Tweet in G10:
[60] linkedin,profile [60] profile,forbes [60] forbes,30 [60] 30,under [60] under,30 [60] 30,2019 [60] 2019,yang [60] yang,mana [60] mana,kecam [60] kecam,cara Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: