The graph represents a network of 5,565 Twitter users whose recent tweets contained "market research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1570-day, 3-hour, 58-minute period from Tuesday, 30 October 2018 at 21:01 UTC to Friday, 17 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5565
Unique Edges : 2706
Edges With Duplicates : 8264
Total Edges : 10970
Number of Edge Types : 9
Tweet : 1529
Retweet : 3010
MentionsInRetweet : 3998
Replies to : 824
MentionsInReplyTo : 876
Mentions : 610
Quote : 70
MentionsInQuote : 31
MentionsInQuoteReply : 22
Self-Loops : 2053
Reciprocated Vertex Pair Ratio : 0.0271879341139115
Reciprocated Edge Ratio : 0.0529366306027821
Connected Components : 1549
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 1630
Maximum Edges in a Connected Component : 3881
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.199048
Graph Density : 0.000167163700931996
Modularity : 0.505937
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,565 Twitter users whose recent tweets contained "market research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1570-day, 3-hour, 58-minute period from Tuesday, 30 October 2018 at 21:01 UTC to Friday, 17 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1250] market,research [507] weekly,market [369] market,chat [292] chat,episode [284] research,report [269] each,time [269] win,000 [263] huobi_research,#candydrop [247] #candydrop,win [247] time,weekly Top Word Pairs in Tweet in G1:
[509] market,research [138] research,report [77] market,size [36] report,global [36] global,market [33] report,2023 [31] global,forecast [30] reviews,upcoming [30] #market,#marketresearch [30] market,expert Top Word Pairs in Tweet in G2:
[363] market,chat [363] weekly,market [287] chat,episode [264] each,time [264] win,000 [257] huobi_research,#candydrop [242] #candydrop,win [242] time,weekly [214] 000,usdt [214] usdt,each Top Word Pairs in Tweet in G3:
[164] market,insights [137] weekly,market [124] research,roundup [110] subscribe,research [109] insights,research [108] research,newsletter [107] market,update [107] research,delivered [103] cryptocom,weekly [83] crypto,market Top Word Pairs in Tweet in G4:
[53] lt,gt [28] smart,contract [28] contract,programming [27] binanceresearch,next [27] next,step [27] lists,#cmc [27] programming,#binanceresearch [27] august's,top [27] research,full [27] teams,#nftfi Top Word Pairs in Tweet in G5:
[54] binanceresearch,report [47] team,published [47] research,team [47] first,half [47] l1,l2 [47] dive,l1 [47] deep,dive [47] report,containing [47] l2,development [47] year,report Top Word Pairs in Tweet in G6:
[102] research,team [29] head,research [28] lot,things [28] beyond,election [28] remember,lot [28] important,remember [28] committed,supporting [28] navigate,market [28] election,head [28] operating,beyond Top Word Pairs in Tweet in G7:
[119] 2020,2022 [119] number,people [119] fell,million [119] medical,debt [119] between,2020 [119] 17,between [119] credit,reports [119] people,medical [119] reports,fell [119] debt,credit Top Word Pairs in Tweet in G8:
[91] crypto,market [90] market,obeys [90] take,surprise [90] surprise,crypto [90] four,cycles [90] never,take [90] cycles,regardless [90] obeys,four [90] understand,crypto [90] crypto,never Top Word Pairs in Tweet in G9:
[28] chat,research [28] research,lead [28] austinadams10,chat [28] alert,join [28] join,0xkenzee [28] gordonliao,danrobinson [28] lead,gordonliao [28] 0xkenzee,austinadams10 [28] hours,alert [28] office,hours Top Word Pairs in Tweet in G10:
[48] kraken,intelligence [48] intelligence,latest [47] sign,emails [47] latest,crypto [47] insights,delivered [47] commentary,insights [47] crypto,news [47] emails,kraken [47] market,commentary [47] delivered,straight Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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: