The graph represents a network of 5,418 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1822-day, 1-hour, 23-minute period from Tuesday, 16 January 2018 at 23:36 UTC to Friday, 13 January 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 : 5418
Unique Edges : 2995
Edges With Duplicates : 7344
Total Edges : 10339
Number of Edge Types : 9
Tweet : 2350
Retweet : 2039
MentionsInRetweet : 2546
Mentions : 675
Replies to : 1124
MentionsInReplyTo : 1467
Quote : 70
MentionsInQuote : 42
MentionsInQuoteReply : 26
Self-Loops : 2983
Reciprocated Vertex Pair Ratio : 0.0412494039103481
Reciprocated Edge Ratio : 0.0792305930844974
Connected Components : 2029
Single-Vertex Connected Components : 1189
Maximum Vertices in a Connected Component : 593
Maximum Edges in a Connected Component : 1426
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.67884
Graph Density : 0.000148793978297136
Modularity : 0.486063
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,418 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1822-day, 1-hour, 23-minute period from Tuesday, 16 January 2018 at 23:36 UTC to Friday, 13 January 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:
[1382] market,research [325] research,report [226] market,size [176] weekly,market [162] year,review [160] themes,2023 [159] 2023,report [158] bear,market [157] #binance,insights [157] full,year Top Word Pairs in Tweet in G1:
[677] market,research [207] research,report [157] market,size [108] more,effective [106] read,more [81] global,forecast [76] report,global [76] forecast,2030 [69] global,market [60] research,more Top Word Pairs in Tweet in G2:
[155] themes,2023 [154] insights,analysis [154] analysis,full [154] report,check [154] 2022,themes [154] #binance,insights [154] check,views [154] full,year [154] year,review [154] review,2022 Top Word Pairs in Tweet in G3:
[121] market,chat [121] weekly,market [96] chat,episode [88] each,time [88] win,000 [80] #candydrop,win [80] time,weekly [76] huobi_research,#candydrop [73] 000,usdt [73] usdt,each Top Word Pairs in Tweet in G4:
[51] market,insights [42] research,roundup [39] weekly,market [33] subscribe,research [31] market,update [31] research,newsletter [31] insights,research [30] research,delivered [27] cryptocom,weekly [24] update,price Top Word Pairs in Tweet in G5:
[66] dictate,risk [66] republicans,states [66] florida,decided [66] decided,wanted [66] free,market [66] texas,florida [66] states,texas [66] wanted,dictate [66] risk,management [66] supposedly,free Top Word Pairs in Tweet in G6:
[36] bear,market [33] companies,raise [33] amid,bear [33] raise,amid [33] cryptocurrency,companies [33] much,funds [33] decline,funding [33] market,cryptocurrency [33] companies,saw [33] #crypto,companies Top Word Pairs in Tweet in G7:
[32] research,team [18] kraken,intelligence [18] intelligence,latest [17] news,market [17] crypto,news [17] delivered,straight [17] latest,crypto [17] emails,kraken [17] market,commentary [17] insights,delivered Top Word Pairs in Tweet in G8:
[84] problem,market [50] market,research [42] find,create [42] understand,problem [42] research,find [42] market,understand [42] find,people [42] people,problem [42] 101,find [42] marketing,101 Top Word Pairs in Tweet in G9:
[2] scottstocker4,jonathanhannah [2] jkelleyk,paramaniac9 [2] jaxxdragonan,scottstocker4 [2] frenchg11623069,theroyalrant [2] richykirsh,lazlowoodbine42 [2] consequentialbr,frenchg11623069 [2] doom37455413,skepticalmutant [2] aspalaasnasntyr,nuhope2022 [2] giannmi,saluce65 [2] sasquatch4eva,rickeyh64219156 Top Word Pairs in Tweet in G10:
[2] appletv,bennpeifert [2] whiteboyric3,idrawcharts [2] therobotjames,timthemm [2] cam_o_gram,mightyspxdey [2] mightyspxdey,jadam2122 [2] disney,primevideo [2] iv_technicals,banana_chucker [2] newriverinvest,therobotjames [2] tallow_beach,cereal_intern [2] primevideo,appletv Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: