The graph represents a network of 5,416 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, 17 September 2021 at 09:51 UTC.
The requested start date was Friday, 17 September 2021 at 00:01 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, 23-hour, 7-minute period from Thursday, 09 September 2021 at 00:52 UTC to Friday, 17 September 2021 at 00:00 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 : 5416
Unique Edges : 3302
Edges With Duplicates : 8147
Total Edges : 11449
Number of Edge Types : 5
Replies to : 558
Tweet : 4057
Mentions : 1187
Retweet : 2691
MentionsInRetweet : 2956
Self-Loops : 4355
Reciprocated Vertex Pair Ratio : 0.0211844005777564
Reciprocated Edge Ratio : 0.0414898632720415
Connected Components : 2025
Single-Vertex Connected Components : 1248
Maximum Vertices in a Connected Component : 643
Maximum Edges in a Connected Component : 3326
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.829159
Graph Density : 0.000144641710004624
Modularity : 0.42867
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,416 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, 17 September 2021 at 09:51 UTC.
The requested start date was Friday, 17 September 2021 at 00:01 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, 23-hour, 7-minute period from Thursday, 09 September 2021 at 00:52 UTC to Friday, 17 September 2021 at 00:00 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:
[891] essay,due [835] research,paper [643] #essay,due [601] #online,class [589] online,class [585] #nursing,#essay [567] #calculus,#statistics [561] nursing,essay [545] #statistics,#biology [545] #research,paper Top Word Pairs in Tweet in G1:
[472] research,paper [400] essay,due [270] #essay,due [253] online,class [253] #calculus,#statistics [228] #business,law [219] #algebra,#calculus [216] nursing,essay [216] #statistics,#biology [213] #nursing,#essay Top Word Pairs in Tweet in G2:
[503] going,thorough [503] thorough,research [503] research,process [503] process,potential [503] potential,projects [503] projects,supported [503] supported,#lzventure's [502] launchzoneann,going [502] #lzventure's,professiona Top Word Pairs in Tweet in G3:
[403] essay,due [303] algebra,calculus [300] nursing,essay [290] online,class [289] psychology,algebra [282] due,assignment [279] assignment,online [247] research,paper [245] calculus,statistics [235] statistics,nursing Top Word Pairs in Tweet in G4:
[69] #research,paper [69] paper,#dissertation [58] keyword,research [57] #dissertation,#project [54] #online,class [53] #project,#marketing [40] #essay,due [39] #assignment,#online [38] #marketing,#physics [36] class,course Top Word Pairs in Tweet in G5:
[57] jakevictor_,marketing [57] marketing,takes [57] takes,time [57] time,research [57] research,understand [57] understand,audience [57] audience,best [57] best,results [57] results,keep [56] keep,providing Top Word Pairs in Tweet in G6:
[25] state,marketing [24] marketing,2021 [24] 2021,top [24] top,challenges [24] challenges,priorities [24] priorities,top [24] top,technology [24] technology,investments [24] investments,work [24] work,anywhere Top Word Pairs in Tweet in G7:
[16] #digital,marketers [16] marketers,face [16] face,restrictions [16] restrictions,customer [16] customer,data [16] data,use [16] use,channel [16] channel,engagement [16] engagement,markets [16] markets,transition Top Word Pairs in Tweet in G8:
[10] novel,#ai [10] #ai,approaches [10] approaches,#marketing [10] #marketing,advertising [10] advertising,thinkmariya [10] thinkmariya,topbots [9] #imagerecognition,try [9] try,before [9] before,buy [9] buy,#ar Top Word Pairs in Tweet in G10:
[28] cure,tokenv2 [28] tokenv2,childhood [28] childhood,cancer [27] cancer,research [27] research,token [27] token,launch [22] tokenomics,auto [17] auto,lp [14] launch,16 [14] 16,3pm Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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