The graph represents a network of 5,453 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 12:05 UTC.
The tweets in the network were tweeted over the 1463-day, 1-hour, 30-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 17 March 2023 at 00:00 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 : 5453
Unique Edges : 2728
Edges With Duplicates : 8649
Total Edges : 11377
Number of Edge Types : 9
Tweet : 1722
Retweet : 2740
MentionsInRetweet : 3315
Replies to : 1043
MentionsInReplyTo : 1789
Mentions : 622
Quote : 67
MentionsInQuote : 63
MentionsInQuoteReply : 16
Self-Loops : 2186
Reciprocated Vertex Pair Ratio : 0.0283425754775108
Reciprocated Edge Ratio : 0.055122828040743
Connected Components : 1514
Single-Vertex Connected Components : 805
Maximum Vertices in a Connected Component : 1220
Maximum Edges in a Connected Component : 2938
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.930685
Graph Density : 0.000168417123907778
Modularity : 0.476618
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,453 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 12:05 UTC.
The tweets in the network were tweeted over the 1463-day, 1-hour, 30-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 17 March 2023 at 00:00 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:
[879] market,research [373] well,damn [372] oneunderscore__,well [202] deep,research [201] project,heres [201] options,#arbitrum [201] heres,#qr68 [201] research,qr68arbitrum [201] qr68arbitrum,project [201] payment,options Top Word Pairs in Tweet in G1:
[372] market,research [78] research,report [57] market,size [33] animal,started [33] started,pandemic [33] evidence,animal [33] strongest,evidence [33] report,2023 [31] research,market [31] size,share Top Word Pairs in Tweet in G2:
[166] genetic,evidence [152] three,years [151] years,coronavirus [151] coronavirus,pandemic [149] researchers,found [149] found,genetic [149] pandemic,researchers [148] breaking,three [136] appears,link [133] great,katherinejwu Top Word Pairs in Tweet in G3:
[336] well,damn [335] oneunderscore__,well [12] finding,dna [12] dna,investigation [12] investigation,main [12] think,finding [12] suspect,scene [12] scene,crime [12] main,suspect [11] juliacarriew,think Top Word Pairs in Tweet in G4:
[114] going,upset [114] virologist,nate [114] nate,silver [114] silver,going [114] noted,virologist [113] mehdirhasan,noted [66] strongest,evidence [63] evidence,animal [63] pandemic,atlantic [63] animal,started Top Word Pairs in Tweet in G5:
[201] qr68arbitrum,project [201] research,qr68arbitrum [201] heres,#qr68 [201] payment,options [201] project,heres [201] options,#arbitrum [201] #qr68,payment [201] deep,research [200] market,1goonrich [200] #arbitrum,#ios#chplay Top Word Pairs in Tweet in G6:
[87] latest,#binance [82] insights,analysis [82] #binance,insights [82] examined,state [82] analysis,report [80] report,examined [80] nft,marketplaces [80] marketplaces,competitive [80] state,nft [79] competitive,landsc Top Word Pairs in Tweet in G7:
[59] 中国の武漢の市場から収集された遺伝子配列の新たな分析により,違法販売されていたタヌキが2019年末にはウイルスを保有し [59] 違法販売されていたタヌキが2019年末にはウイルスを保有し,排出する可能性があったとする強い証拠が発見される [59] 新型コロナウイルスは,中国の武漢の市場から収集された遺伝子配列の新たな分析により [58] earl_covid19_tw,新型コロナウイルスは [53] covid,19の起源として最初の感染が見つかった武漢の市場で得た検体の遺伝子解析により市場で違法に売買されていたタヌキが感染源であることを示唆する強い証拠が見つかったと [52] sukunabikona7,covid [52] 19の起源として最初の感染が見つかった武漢の市場で得た検体の遺伝子解析により市場で違法に売買されていたタヌキが感染源であることを示唆する強い証拠が見つかったと,まだまだ議論があ [14] 今頃タヌキなのか,中国武漢華南市場から収集された遺伝子配列の新たな分析により [14] 2019年末にはウイルスを保有し,排出する可能性があったことが示された [14] 会場で違法に販売されていたタヌキが,2019年末にはウイルスを保有し Top Word Pairs in Tweet in G8:
[76] market,chat [76] weekly,market [61] chat,episode [57] each,time [57] win,000 [52] time,weekly [52] #candydrop,win [49] 13,00 [48] 000,usdt [48] usdt,each Top Word Pairs in Tweet in G9:
[37] market,insights [31] research,roundup [26] weekly,market [21] research,newsletter [21] insights,research [21] market,update [20] research,delivered [20] subscribe,research [18] crypto,market [17] cryptocom,weekly Top Word Pairs in Tweet in G10:
[74] research,renewable [74] energies,pharma [74] saturn,enters [74] boost,research [74] witness,massive [74] massive,boost [74] nakshatra,witness [74] renewable,energies [74] satabishaka,nakshatra [74] enters,satabishaka Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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: