The graph represents a network of 3,783 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 July 2020 at 09:15 UTC.
The requested start date was Friday, 17 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 5-day, 14-hour, 59-minute period from Saturday, 11 July 2020 at 09:00 UTC to Friday, 17 July 2020 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 : 3783
Unique Edges : 2449
Edges With Duplicates : 5026
Total Edges : 7475
Number of Edge Types : 5
Tweet : 2779
Replies to : 406
Retweet : 1591
MentionsInRetweet : 1797
Mentions : 902
Self-Loops : 3049
Reciprocated Vertex Pair Ratio : 0.0329352153456388
Reciprocated Edge Ratio : 0.0637701471618781
Connected Components : 1507
Single-Vertex Connected Components : 882
Maximum Vertices in a Connected Component : 192
Maximum Edges in a Connected Component : 811
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.792288
Graph Density : 0.000199478504199183
Modularity : 0.443719
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,783 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 July 2020 at 09:15 UTC.
The requested start date was Friday, 17 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 5-day, 14-hour, 59-minute period from Saturday, 11 July 2020 at 09:00 UTC to Friday, 17 July 2020 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:
[811] #business,law [786] #calculus,#statistics [777] law,#math [750] #essay,due [701] #math,#algebra [662] #algebra,#calculus [659] #nursing,#essay [639] due,#assignment [584] #statistics,#biology [555] #biology,#nursing Top Word Pairs in Tweet in G1:
[365] #business,law [361] #calculus,#statistics [348] law,#math [346] #essay,due [342] #math,#algebra [302] #research,paper [293] #algebra,#calculus [292] due,#assignment [288] #nursing,#essay [256] #assignment,#online Top Word Pairs in Tweet in G2:
[172] followers,ramai [172] ramai,means [172] means,little [172] little,nowadays [172] nowadays,bisnes [172] bisnes,yang [172] yang,plan [172] plan,nak [172] nak,buat [172] buat,influencer Top Word Pairs in Tweet in G3:
[49] expert,social [49] social,media [49] media,manager [49] manager,personal [49] personal,assistant [49] assistant,web [49] web,research [49] research,lead [49] lead,generation [49] generation,more Top Word Pairs in Tweet in G4:
[61] twitter's,head [61] head,research [61] research,passionate [61] passionate,data [61] data,business [61] business,marketing [61] marketing,born [61] born,tt [60] newsday_tt,twitter's Top Word Pairs in Tweet in G5:
[25] hi,expert [25] expert,working [25] working,different [25] different,types [25] types,job [25] job,such [25] such,seo [24] seo,google [22] google,top [21] top,ranking Top Word Pairs in Tweet in G6:
[344] #business,law [334] law,#math [329] #essay,due [328] #calculus,#statistics [299] #nursing,#essay [287] #math,#algebra [285] #algebra,#calculus [282] due,#assignment [265] #statistics,#biology [245] #biology,#nursing Top Word Pairs in Tweet in G7:
[36] global,#socialmedia [36] #socialmedia,#research [36] #research,summary [36] summary,2020 [36] 2020,source [35] source,hootsuite [35] hootsuite,wearesocial [35] wearesocial,cc [35] cc,wearablesexpert [35] dinisguarda,global Top Word Pairs in Tweet in G8:
[25] eth,students [25] students,built [25] built,nautical [25] nautical,robot [25] robot,inspired [25] inspired,cuttlefish [25] cuttlefish,marine [25] marine,research [25] research,ty [25] ty,realtechmatters Top Word Pairs in Tweet in G9:
[19] cybercrime,research [19] research,greater [19] greater,good [19] good,marketing [12] 2020,07 [12] 07,13 [12] 13,blog [12] blog,cybercrime [12] marketing,mathewjschwartz [12] mathewjschwartz,group Top Word Pairs in Tweet in G10:
[29] add,rite [29] rite,tag [29] tag,one [29] one,promoted [29] promoted,tools [29] tools,social [29] social,media [29] media,analytics [29] analytics,used [29] used,lot Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: