The graph represents a network of 7,241 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, 19 August 2022 at 12:14 UTC.
The requested start date was Friday, 19 August 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 2-day, 23-hour, 59-minute period from Tuesday, 16 August 2022 at 00:00 UTC to Friday, 19 August 2022 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 : 7241
Unique Edges : 4226
Edges With Duplicates : 7707
Total Edges : 11933
Number of Edge Types : 5
Tweet : 3767
Replies to : 865
Mentions : 1567
Retweet : 2669
MentionsInRetweet : 3065
Self-Loops : 3837
Reciprocated Vertex Pair Ratio : 0.0148632580261593
Reciprocated Edge Ratio : 0.0292911540714704
Connected Components : 2778
Single-Vertex Connected Components : 1537
Maximum Vertices in a Connected Component : 110
Maximum Edges in a Connected Component : 199
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.457291
Graph Density : 9.76827015590319E-05
Modularity : 0.505729
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,241 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, 19 August 2022 at 12:14 UTC.
The requested start date was Friday, 19 August 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 2-day, 23-hour, 59-minute period from Tuesday, 16 August 2022 at 00:00 UTC to Friday, 19 August 2022 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 : 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:
[2011] market,research [512] market,size [311] research,report [273] job,market [205] size,share [158] more,info [147] reach,usd [141] forecast,2022 [136] stock,market [136] first,half Top Word Pairs in Tweet in G1:
[836] market,research [378] market,size [248] research,report [172] size,share [122] more,info [113] forecast,2022 [105] report,2022 [97] market,report [96] industry,trends [95] share,growth Top Word Pairs in Tweet in G2:
[99] market,participants [99] participants,spent [99] spent,7b [99] 7b,#ether [99] #ether,#nft [99] #nft,minting [99] minting,first [99] first,half [99] half,2022 [99] 2022,total Top Word Pairs in Tweet in G3:
[20] many,projects [20] projects,coming [20] coming,market [20] market,work [20] work,many [20] many,different [20] different,fields [20] fields,found [20] found,one [11] haha,dude Top Word Pairs in Tweet in G4:
[84] independent,research [84] research,found [84] found,90 [84] 90,podcast [84] podcast,equipment [84] equipment,market [84] market,made [84] made,same [84] same,manufacturer [83] chribbzz,independent Top Word Pairs in Tweet in G5:
[78] hi,agency [78] agency,working [78] working,client [78] client,product [78] product,need [78] need,conduct [78] conduct,market [78] market,research [78] research,looking [77] velvetyvirgo,hi Top Word Pairs in Tweet in G6:
[55] weekly,market [55] market,chat [55] chat,episode [55] episode,15 [55] 15,tokenomic [55] tokenomic,analysis [55] analysis,holy [55] holy,grail [54] #candydrop,win [54] win,000 Top Word Pairs in Tweet in G7:
[61] continuous,research [61] research,see [61] see,increase [61] increase,expansion [61] expansion,major [61] major,players [61] players,retail [61] retail,market [60] skaflicofficial,continuous Top Word Pairs in Tweet in G8:
[61] ลายเซ,นความแทยงโตข [61] นความแทยงโตข,นเยอะเลย [61] นเยอะเลย,คร [61] คร,งก [61] งก,อนท [61] อนท,ม [61] ม,2021 [61] 2021,big [61] big,data [61] data,hallyu Top Word Pairs in Tweet in G9:
[52] job,market [52] market,year [44] hello,academic [44] academic,job [44] year,research [44] research,investigates [44] investigates,history [44] history,colonial [44] colonial,states [44] states,focus Top Word Pairs in Tweet in G10:
[50] labour,market [45] today,ulsteruniepc [30] ulsteruniepc,publishes [30] publishes,research [30] research,examining [30] examining,disability [30] disability,labour [30] market,lowest [29] markmagill1982,today [29] lowest,disabled 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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: