The graph represents a network of 7,835 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, 23 December 2022 at 13:13 UTC.
The requested start date was Friday, 23 December 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 3-day, 3-hour, 0-minute period from Monday, 19 December 2022 at 15:47 UTC to Thursday, 22 December 2022 at 18:48 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 : 7835
Unique Edges : 3670
Edges With Duplicates : 9489
Total Edges : 13159
Number of Edge Types : 5
Retweet : 4036
MentionsInRetweet : 4575
Tweet : 2647
Replies to : 636
Mentions : 1265
Self-Loops : 2706
Reciprocated Vertex Pair Ratio : 0.0107125466645025
Reciprocated Edge Ratio : 0.0211980086719126
Connected Components : 2329
Single-Vertex Connected Components : 1290
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 2789
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.503529
Graph Density : 0.000101450991937196
Modularity : 0.519755
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,835 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, 23 December 2022 at 13:13 UTC.
The requested start date was Friday, 23 December 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 3-day, 3-hour, 0-minute period from Monday, 19 December 2022 at 15:47 UTC to Thursday, 22 December 2022 at 18:48 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:
[2077] market,research [1014] mandates,end [1014] end,discrimination [1013] call,action [1013] discrimination,pull [1013] pull,eua [1013] action,drop [1013] eua,products [1013] world,call [1013] drop,mandates Top Word Pairs in Tweet in G1:
[863] market,research [341] research,report [178] report,2022 [154] global,forecast [119] market,size [84] gt,gt [83] forecast,2030 [80] region,global [75] 2022,product [66] report,global Top Word Pairs in Tweet in G2:
[1012] action,drop [1012] pull,eua [1012] end,discrimination [1012] drop,mandates [1012] call,action [1012] eua,products [1012] world,call [1012] mandates,end [1012] discrimination,pull [1011] products,mark Top Word Pairs in Tweet in G3:
[293] market,need [293] etherscan,outperform [293] many,already [293] outperform,market [293] already,heard [293] heard,defillama [293] competitive,advantage [293] defillama,etherscan [293] need,competitive [292] thedefinvestor,many Top Word Pairs in Tweet in G4:
[161] position,favorite [161] boring,market [161] build,position [161] research,build [161] 16,500 [161] bitcoin,16 [161] coins,bitcoin [161] thing,boring [161] best,thing [161] favorite,coins Top Word Pairs in Tweet in G5:
[151] market,research [150] crazy,give [150] magazine,crazy [150] research,vivi [150] give,raise [150] vivi,magazine [149] eunoia__svt,market Top Word Pairs in Tweet in G6:
[19] market,research [6] #minnesota,years [6] research,company [6] #duluth,#minnesota [6] living,#duluth [6] successful,market [6] elonmusk,run [6] run,successful [6] 1984,living [6] company,1984 Top Word Pairs in Tweet in G7:
[84] tesla,dethrones [84] retail,bought [84] retail,investors [84] 2b,tsla [84] dethrones,apple [84] investors,2022 [84] 15,2b [84] apple,purchased [84] 2022,retail [84] purchased,stock Top Word Pairs in Tweet in G8:
[85] market,research [84] research,future [81] future,mrfrresear [66] تعلم,تعد [66] لـ,market [66] تعد,#web3 [66] ووفق,ا [66] كنت,تعلم [66] هي,واحدة [66] ineryblockchain,هل Top Word Pairs in Tweet in G9:
[86] dropped,monster [86] 200,report [86] block,research [86] state,crypto [86] crypto,market [86] monster,200 [86] report,state [86] market,check [86] research,dropped [85] fintechfrank,block Top Word Pairs in Tweet in G10:
[67] help,research [67] suit,goes [67] soon,suit [67] very,soon [67] decided,help [67] goes,110k [67] married,very [67] 110k,market [67] market,decided [67] father,getting Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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: