The graph represents a network of 7,606 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, 16 September 2022 at 12:13 UTC.
The requested start date was Friday, 16 September 2022 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 3-day, 2-hour, 46-minute period from Monday, 12 September 2022 at 21:04 UTC to Thursday, 15 September 2022 at 23:50 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 : 7606
Unique Edges : 4640
Edges With Duplicates : 7802
Total Edges : 12442
Number of Edge Types : 5
Tweet : 3570
Retweet : 2867
MentionsInRetweet : 3569
Replies to : 838
Mentions : 1598
Self-Loops : 3659
Reciprocated Vertex Pair Ratio : 0.0144179423282307
Reciprocated Edge Ratio : 0.02842603965608
Connected Components : 2812
Single-Vertex Connected Components : 1543
Maximum Vertices in a Connected Component : 265
Maximum Edges in a Connected Component : 531
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.004283
Graph Density : 9.85242454527836E-05
Modularity : 0.530808
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,606 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, 16 September 2022 at 12:13 UTC.
The requested start date was Friday, 16 September 2022 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 3-day, 2-hour, 46-minute period from Monday, 12 September 2022 at 21:04 UTC to Thursday, 15 September 2022 at 23:50 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:
[2057] market,research [392] market,size [327] doing,research [326] research,report [265] make,more [261] research,wuhan [261] wuhan,labs [261] labs,make [261] more,virulent [261] virulent,coronoavruses Top Word Pairs in Tweet in G1:
[883] market,research [233] research,report [183] market,size [90] billion,2030 [76] allied,market [76] report,2022 [66] research,firm [65] research,study [64] market,reach [60] billion,2026 Top Word Pairs in Tweet in G2:
[261] doing,research [261] research,wuhan [261] wuhan,labs [261] labs,make [261] make,more [261] more,virulent [261] virulent,coronoavruses [261] coronoavruses,disputed [261] disputed,media [259] drshaunholt,doing Top Word Pairs in Tweet in G3:
[33] market,size [30] key,players [28] expected,reach [27] reach,usd [26] more,info [22] billion,2030 [21] forecast,period [20] during,forecast [19] period,sample [19] sample,copy Top Word Pairs in Tweet in G4:
[133] reliable,tools [133] tools,build [133] build,first [133] first,business [133] business,pollfish [133] pollfish,market [133] market,research [133] research,slidebean [133] slidebean,make [133] make,business Top Word Pairs in Tweet in G5:
[62] bear,market [60] tips,#crypto [60] #crypto,bear [60] market,learn [60] learn,research [60] #cmc,research [60] research,#crypto [60] #crypto,market [60] market,analysis [60] analysis,august Top Word Pairs in Tweet in G6:
[45] traders,market [45] market,point [45] point,long [45] long,hold [45] hold,big [45] big,gains [45] gains,made [45] made,bonds [45] bonds,outperform [45] outperform,crypto Top Word Pairs in Tweet in G7:
[77] based,market [77] market,research [77] research,uk's [77] uk's,planet [77] planet,blockchain [77] blockchain,lab [77] lab,decided [77] decided,lower [77] lower,ses [77] ses,trade Top Word Pairs in Tweet in G8:
[67] time,bit [67] bit,market [67] market,research [67] research,done [67] done,tea [67] tea,towels [67] towels,before [67] before,election [66] cathywilcox1,time [66] election,tea Top Word Pairs in Tweet in G9:
[60] hard,know [60] know,stocks [60] stocks,buy [60] buy,especially [60] especially,market [60] market,re [60] re,looking [60] looking,inspiration [60] inspiration,10 [59] fisavvy,hard Top Word Pairs in Tweet in G10:
[42] artificial,intelligence [40] research,report [39] market,size [38] market,research [22] market,report [21] 2022,2030 [21] top,leading [20] leading,players [19] research,2022 [19] emergen,research Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: