The graph represents a network of 4,677 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, 22 January 2021 at 11:07 UTC.
The requested start date was Friday, 22 January 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 6-day, 10-hour, 37-minute period from Friday, 15 January 2021 at 14:19 UTC to Friday, 22 January 2021 at 00:56 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 : 4677
Unique Edges : 3106
Edges With Duplicates : 7136
Total Edges : 10242
Number of Edge Types : 5
Tweet : 4577
Replies to : 839
Mentions : 998
Retweet : 1875
MentionsInRetweet : 1953
Self-Loops : 4913
Reciprocated Vertex Pair Ratio : 0.01731220657277
Reciprocated Edge Ratio : 0.0340351889241419
Connected Components : 1755
Single-Vertex Connected Components : 1174
Maximum Vertices in a Connected Component : 935
Maximum Edges in a Connected Component : 3426
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.041901
Graph Density : 0.00015853018603131
Modularity : 0.399697
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,677 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, 22 January 2021 at 11:07 UTC.
The requested start date was Friday, 22 January 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 6-day, 10-hour, 37-minute period from Friday, 15 January 2021 at 14:19 UTC to Friday, 22 January 2021 at 00:56 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:
[2347] #algebra,#calculus [2266] #calculus,#statistics [2136] #essay,due [2073] #math,#algebra [1916] #nursing,#essay [1836] #business,law [1788] law,#math [1765] #statistics,#biology [1688] #biology,#nursing [1581] kindly,dm Top Word Pairs in Tweet in G1:
[638] #algebra,#calculus [635] #essay,due [618] #calculus,#statistics [573] #math,#algebra [559] #nursing,#essay [494] due,#assignment [491] #business,law [476] law,#math [450] #statistics,#biology [445] #biology,#nursing Top Word Pairs in Tweet in G2:
[358] #algebra,#calculus [357] #math,#algebra [357] #calculus,#statistics [356] #business,law [356] law,#math [353] #statistics,#biology [351] dm,#business [350] kindly,dm [346] #biology,#nursing [326] #nursing,#essay Top Word Pairs in Tweet in G3:
[105] influencer,marketing [101] instagram,influencer [91] lead,generation [90] generation,bulk [90] bulk,review [90] review,instagram [80] marketing,product [72] product,research [57] research,influencer [22] mailonline,lead Top Word Pairs in Tweet in G4:
[704] #algebra,#calculus [679] #calculus,#statistics [586] #essay,due [542] #math,#algebra [508] #nursing,#essay [491] #statistics,#biology [477] #business,law [472] due,#assignment [462] law,#math [462] #biology,#nursing Top Word Pairs in Tweet in G5:
[101] looking,digital [101] digital,marketing [101] marketing,intern [101] intern,loves [101] loves,research [101] research,reach [101] reach,0200485378 [101] 0200485378,give [101] give,shot [99] asiedumends,looking Top Word Pairs in Tweet in G6:
[113] #algebra,#calculus [107] #calculus,#statistics [95] #math,#algebra [93] #essay,due [83] due,#assignment [78] #business,law [74] essay,due [73] #statistics,#biology [73] #nursing,#essay [71] law,#math Top Word Pairs in Tweet in G7:
[71] govt,willing [71] willing,pay [71] pay,200k [71] 200k,market [71] market,research [71] research,spend [71] spend,more [71] more,money [71] money,marketing [71] marketing,campaign Top Word Pairs in Tweet in G8:
[7] 2021,marketing [6] virtual,seminar [6] seminar,create [6] create,publish [6] publish,survey [6] survey,based [6] based,research [6] research,marketing [5] marketingprofs,virtual [5] marketing,really Top Word Pairs in Tweet in G9:
[18] content,marketing [16] research,cmicontent [12] demand,gen [12] next,decade [11] robert_rose,cmicontent [10] decade,research [8] half,b2b [8] b2b,b2c [8] b2c,marketers [8] marketers,report Top Word Pairs in Tweet in G10:
[189] #essay,due [173] due,#assignment [168] #algebra,#calculus [167] #calculus,#statistics [164] kindly,dm [151] law,#math [148] #math,#algebra [148] #statistics,#biology [142] #business,law [141] #nursing,#essay Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: