The graph represents a network of 4,499 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 April 2020 at 08:59 UTC.
The requested start date was Friday, 03 April 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, 4-hour, 22-minute period from Friday, 27 March 2020 at 19:31 UTC to Thursday, 02 April 2020 at 23:54 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 : 4499
Unique Edges : 4636
Edges With Duplicates : 1683
Total Edges : 6319
Number of Edge Types : 4
MentionsInRetweet : 2945
Tweet : 2024
Mentions : 1011
Replies to : 339
Self-Loops : 2024
Reciprocated Vertex Pair Ratio : 0.0131346299570599
Reciprocated Edge Ratio : 0.0259286960857641
Connected Components : 1171
Single-Vertex Connected Components : 661
Maximum Vertices in a Connected Component : 695
Maximum Edges in a Connected Component : 898
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.51934
Graph Density : 0.00019820619195946
Modularity : 0.673865
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,499 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 April 2020 at 08:59 UTC.
The requested start date was Friday, 03 April 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, 4-hour, 22-minute period from Friday, 27 March 2020 at 19:31 UTC to Thursday, 02 April 2020 at 23:54 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:
[747] covid,19 [690] oh,research [689] re,michael [689] michael,gove's [689] gove's,recent [689] recent,big [689] big,lies [689] lies,unavailability [689] unavailability,chemical [689] chemical,reagents Top Word Pairs in Tweet in G1:
[688] re,michael [688] michael,gove's [688] gove's,recent [688] recent,big [688] big,lies [688] lies,unavailability [688] unavailability,chemical [688] chemical,reagents [688] reagents,covid [688] covid,19 Top Word Pairs in Tweet in G2:
[150] research,paper [136] #business,law [118] law,#math [117] #math,#algebra [112] need,help [111] marketing,research [108] overwhelmed,many [108] many,assignments [108] assignments,probably [108] probably,need Top Word Pairs in Tweet in G3:
[267] research,institute [266] #jimintoday,global [266] global,big [266] big,data [266] data,research [266] institute,surveyed [266] surveyed,consumer [266] consumer,interest [266] interest,latest [266] latest,models Top Word Pairs in Tweet in G4:
[272] galaxy,s20 [211] pop,bts_twt [185] marketing,galaxy [185] s20,samsung [185] samsung,juntamente [185] juntamente,super [185] super,banda [185] banda,pop [185] valeu,pena [170] bts_twt,valeu Top Word Pairs in Tweet in G5:
[354] pay,write [340] research,paper [249] #math,#algebra [241] #business,law [236] essay,due [234] law,#math [193] #pay,someone [189] someone,pay [186] due,#assignment [185] looking,someone Top Word Pairs in Tweet in G6:
[14] step,guide [14] market,research [13] audience,research [12] guide,conducting [12] #startups,purpose [12] industry,overview [11] market,#generationz [11] #generationz,traditional [11] traditional,#marketing [11] #marketing,methods Top Word Pairs in Tweet in G7:
[37] revisit,skills [37] skills,brush [37] brush,research [37] research,latest [37] latest,developments [37] developments,customer [37] customer,care [37] care,app [37] app,web [37] web,development Top Word Pairs in Tweet in G8:
[44] ช,วงน [44] วงน,หายหน [44] หายหน,าหายตาไปเลยยนะ [44] าหายตาไปเลยยนะ,หม [44] หม,าม [44] าม,คถ [44] คถ,นะร [44] นะร,บ [44] บ,างไหมมมมม [44] างไหมมมมม,เร Top Word Pairs in Tweet in G10:
[39] admins,bp [39] bp,voting [39] voting,tm [39] tm,mocking [39] mocking,lisa [39] lisa,stans [39] stans,cos [39] cos,achieved [39] achieved,5m [39] 5m,tweets Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: