The graph represents a network of 8,135 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 12:54 UTC.
The requested start date was Friday, 28 January 2022 at 01:01 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, 14-hour, 21-minute period from Friday, 21 January 2022 at 04:26 UTC to Thursday, 27 January 2022 at 18:47 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 : 8135
Unique Edges : 4470
Edges With Duplicates : 8557
Total Edges : 13027
Number of Edge Types : 5
Retweet : 3440
MentionsInRetweet : 3995
Replies to : 825
Tweet : 3073
Mentions : 1694
Self-Loops : 3147
Reciprocated Vertex Pair Ratio : 0.0156932535188481
Reciprocated Edge Ratio : 0.03090156100669
Connected Components : 2621
Single-Vertex Connected Components : 1308
Maximum Vertices in a Connected Component : 558
Maximum Edges in a Connected Component : 1361
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.721476
Graph Density : 9.48767033564561E-05
Modularity : 0.54062
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,135 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 28 January 2022 at 12:54 UTC.
The requested start date was Friday, 28 January 2022 at 01:01 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, 14-hour, 21-minute period from Friday, 21 January 2022 at 04:26 UTC to Thursday, 27 January 2022 at 18:47 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 : market 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:
[1735] market,research [376] research,report [280] free,market [265] students,uk [265] uk,canada [265] canada,australia [265] australia,etc [265] etc,write [265] write,ielts [265] ielts,research Top Word Pairs in Tweet in G1:
[644] market,research [275] research,report [126] report,2021 [105] market,size [80] market,share [73] size,share [71] 2021,2026 [67] market,report [66] see,more [65] more,tifia Top Word Pairs in Tweet in G2:
[263] students,uk [263] uk,canada [263] canada,australia [263] australia,etc [263] etc,write [263] write,ielts [263] ielts,research [263] research,purposes [263] purposes,score [263] score,significantly Top Word Pairs in Tweet in G3:
[260] finally,pew [260] pew,research [260] research,sent [260] sent,vietnamese [260] vietnamese,questionaire [260] questionaire,chart [260] chart,support [260] support,free [260] free,market [260] market,system Top Word Pairs in Tweet in G4:
[205] friend,going [205] going,camping [205] camping,activity [205] activity,bought [205] bought,same [205] same,type [205] type,camp [205] camp,bed [205] bed,25k [205] 25k,market Top Word Pairs in Tweet in G5:
[141] top,selling [114] first,time [112] six,years [111] time,six [107] vendor,china [106] smartphone,vendor [106] china,first [105] apple,become [105] become,top [105] selling,smartphone Top Word Pairs in Tweet in G6:
[63] ark,invest [63] invest,predicts [63] predicts,bitcoin [63] bitcoin,price [63] price,exceed [63] exceed,million [63] million,2030 [63] 2030,ethereum [63] ethereum,market [63] market,capitalization Top Word Pairs in Tweet in G7:
[21] market,right [14] best,market [14] right,huge [14] huge,pipeline [14] pipeline,game [14] game,changing [12] changing,projects [12] projects,invest [12] invest,good [12] market,research Top Word Pairs in Tweet in G8:
[103] nothing,adoption [103] adoption,nfts [103] nfts,platforms [103] platforms,twitter [103] twitter,youtube [103] youtube,really [103] really,underscored [103] underscored,little [103] little,market [102] campster,nothing Top Word Pairs in Tweet in G9:
[172] big,ideas [85] today,along [85] along,big [85] ideas,2022 [85] 2022,streamed [85] streamed,ark [85] ark,big [85] ideas,summit [85] summit,youtube [85] youtube,according Top Word Pairs in Tweet in G10:
[95] #research,#xrp [95] #xrp,10 [95] 10,before [95] before,april [95] april,2022 [95] 2022,#crash [95] #crash,50 [95] 50,end [95] end,april [95] april,early Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: