The graph represents a network of 3,918 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 July 2020 at 09:16 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 5-hour, 13-minute period from Friday, 26 June 2020 at 18:45 UTC to Thursday, 02 July 2020 at 23:59 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 : 3918
Unique Edges : 2267
Edges With Duplicates : 5269
Total Edges : 7536
Number of Edge Types : 5
Tweet : 2601
Mentions : 897
Retweet : 1795
MentionsInRetweet : 1858
Replies to : 385
Self-Loops : 2890
Reciprocated Vertex Pair Ratio : 0.01541695865452
Reciprocated Edge Ratio : 0.0303657694962043
Connected Components : 1458
Single-Vertex Connected Components : 799
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 1006
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.896288
Graph Density : 0.000188834080524638
Modularity : 0.450666
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,918 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 July 2020 at 09:16 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 5-hour, 13-minute period from Friday, 26 June 2020 at 18:45 UTC to Thursday, 02 July 2020 at 23:59 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:
[829] #algebra,#calculus [789] #calculus,#statistics [780] #math,#algebra [742] #business,law [738] #essay,due [724] law,#math [704] #nursing,#essay [641] due,#assignment [572] #statistics,#biology [552] #research,paper Top Word Pairs in Tweet in G1:
[204] #algebra,#calculus [195] #calculus,#statistics [188] #essay,due [183] #math,#algebra [181] #business,law [178] due,#assignment [176] law,#math [169] #nursing,#essay [166] #research,paper [157] #assignment,#online Top Word Pairs in Tweet in G2:
[101] обережно,маніпуляції [101] маніпуляції,одна [101] одна,із [101] із,провідних [101] провідних,українських [101] українських,аналітиків [101] аналітиків,яка [101] яка,є [101] є,представником [101] представником,україни Top Word Pairs in Tweet in G3:
[101] hospital,nursing [101] nursing,home [101] home,food [101] food,low [101] low,protein [101] protein,high [101] high,carb [101] carb,high [101] high,sugar [101] sugar,garbage Top Word Pairs in Tweet in G4:
[51] social,media [46] media,marketing [43] looking,web [43] web,research [43] research,lead [43] lead,generation [43] generation,social [42] marketing,pa [42] pa,please [42] please,contact Top Word Pairs in Tweet in G5:
[546] #algebra,#calculus [524] #math,#algebra [524] #calculus,#statistics [513] #business,law [500] law,#math [475] #essay,due [469] #nursing,#essay [419] #statistics,#biology [398] #biology,#nursing [398] due,#assignment Top Word Pairs in Tweet in G6:
[65] need,job [65] job,graduate [65] graduate,estate [65] estate,management [65] management,skills [65] skills,include [65] include,project [65] project,management [65] management,project [65] project,delivery Top Word Pairs in Tweet in G7:
[62] established,business [62] business,sme [62] sme,need [62] need,professional [62] professional,#marketresearch [62] #marketresearch,boost [62] boost,client [62] client,base [61] dukes_mokoena,established [61] base,usizo Top Word Pairs in Tweet in G8:
[28] step,guide [19] step,step [19] guide,detailed [19] detailed,#content [19] #content,analysis [19] analysis,research [17] orangeman7,step [14] #smm,#socialmediamarketing [13] research,startgrowthhack [13] basics,#socialmedia Top Word Pairs in Tweet in G9:
[43] successful,marketing [43] marketing,trick [43] medical,research [41] world,data [40] data,successful [40] trick,pulled [40] pulled,medical [39] maartenvsmeden,world [2] isabellaghement,fair [2] trick,medical Top Word Pairs in Tweet in G10:
[27] #covid19,changed [27] changed,marketing [26] download,merkle's [21] latest,research [19] marketing,download [19] merkle's,latest [19] research,uncovers [19] uncovers,challenges [19] challenges,leveraging [16] leveraging,#data Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: