The graph represents a network of 5,109 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, 21 August 2020 at 09:22 UTC.
The requested start date was Friday, 21 August 2020 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 6-day, 21-hour, 26-minute period from Friday, 14 August 2020 at 02:25 UTC to Thursday, 20 August 2020 at 23:52 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 : 5109
Unique Edges : 3216
Edges With Duplicates : 9035
Total Edges : 12251
Number of Edge Types : 5
Replies to : 578
Tweet : 3209
Retweet : 3480
MentionsInRetweet : 3993
Mentions : 991
Self-Loops : 3533
Reciprocated Vertex Pair Ratio : 0.0169302740031187
Reciprocated Edge Ratio : 0.0332968236582694
Connected Components : 1610
Single-Vertex Connected Components : 950
Maximum Vertices in a Connected Component : 1038
Maximum Edges in a Connected Component : 5890
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.320839
Graph Density : 0.000174925849066697
Modularity : 0.414372
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,109 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, 21 August 2020 at 09:22 UTC.
The requested start date was Friday, 21 August 2020 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 6-day, 21-hour, 26-minute period from Friday, 14 August 2020 at 02:25 UTC to Thursday, 20 August 2020 at 23:52 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:
[1482] #algebra,#calculus [1434] #essay,due [1339] #calculus,#statistics [1313] #math,#algebra [1158] #nursing,#essay [1157] #biology,#nursing [1128] #business,law [1124] law,#math [1082] #statistics,#biology [1067] due,#assignment Top Word Pairs in Tweet in G1:
[135] #essay,due [131] #math,#algebra [129] #algebra,#calculus [121] #calculus,#statistics [107] #nursing,#essay [106] #biology,#nursing [104] #business,law [104] #statistics,#biology [104] #assignment,#online [101] #research,paper Top Word Pairs in Tweet in G2:
[1326] #algebra,#calculus [1276] #essay,due [1185] #calculus,#statistics [1150] #math,#algebra [1029] #biology,#nursing [1025] #nursing,#essay [996] #business,law [993] law,#math [954] #statistics,#biology [945] due,#assignment Top Word Pairs in Tweet in G3:
[427] mindstate,recorder [427] recorder,relive [427] relive,captured [427] captured,feeling [427] feeling,couple [427] couple,minutes [427] minutes,marketing [427] marketing,hinted [427] hinted,heavily [427] heavily,sexual Top Word Pairs in Tweet in G4:
[139] small,business [139] business,owners [139] owners,superheroes [139] superheroes,doing [139] doing,including [139] including,limited [139] limited,networking [139] networking,marketing [139] marketing,branding [139] branding,photos Top Word Pairs in Tweet in G5:
[79] experience,marketing [72] job,title [72] title,marketing [72] marketing,officer [72] officer,pr [72] pr,advertising [72] advertising,industry [72] years,experience [72] marketing,executive [72] executive,good Top Word Pairs in Tweet in G6:
[72] marketing,experience [70] accurate,user [70] user,image [70] image,tailored [70] tailored,marketing [70] experience,auto [70] auto,distribution [70] distribution,marketing [70] marketing,efficiency [70] efficiency,boosted Top Word Pairs in Tweet in G7:
[32] research,#marketing [26] ways,leverage [25] leverage,#ai [25] #ai,research [25] #marketing,advertising [24] advertising,thinkmariya [23] thinkmariya,topbots [22] ipfconline1,ways [22] topbots,#digita [7] digital,marketing Top Word Pairs in Tweet in G8:
[40] professional,digital [40] digital,marketer [40] marketer,committed [40] committed,perfect [40] perfect,working [40] working,hand [40] hand,according [40] according,qualification [40] link,co [40] co,zp70qlfyza Top Word Pairs in Tweet in G9:
[39] psychological,principles [36] #cro,#marketing [25] website,conversions [24] step,guide [19] use,13 [18] 13,research [17] research,backed [16] read,more [16] step,step [16] guide,detailed Top Word Pairs in Tweet in G10:
[24] product,previews [22] ar,product [22] previews,actually [22] actually,lead [22] lead,purchases [22] purchases,research [17] research,hubspot [10] 2020,research [8] video,consumption [8] consumption,changing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
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: