The graph represents a network of 5,705 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1449-day, 2-hour, 28-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 03 March 2023 at 00:58 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 : 5705
Unique Edges : 3302
Edges With Duplicates : 7567
Total Edges : 10869
Number of Edge Types : 9
Retweet : 2067
MentionsInRetweet : 2622
Tweet : 2251
Replies to : 1281
MentionsInReplyTo : 1848
Mentions : 642
MentionsInQuote : 52
Quote : 74
MentionsInQuoteReply : 32
Self-Loops : 2872
Reciprocated Vertex Pair Ratio : 0.0452998723947256
Reciprocated Edge Ratio : 0.0866734486266531
Connected Components : 1981
Single-Vertex Connected Components : 1041
Maximum Vertices in a Connected Component : 492
Maximum Edges in a Connected Component : 1009
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.40168
Graph Density : 0.000151038740899263
Modularity : 0.506482
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,705 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 1449-day, 2-hour, 28-minute period from Thursday, 14 March 2019 at 22:29 UTC to Friday, 03 March 2023 at 00:58 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:
[1355] market,research [232] using,trust [232] floss,market [232] trust,bro [232] mainstream,floss [232] market,conventional [232] bro,source [232] source,mainstream [232] misleading,using [232] very,misleading Top Word Pairs in Tweet in G1:
[630] market,research [184] market,size [169] research,report [90] share,growth [83] size,share [70] global,forecast [69] 2022,2028 [68] market,projected [67] report,global [59] global,market Top Word Pairs in Tweet in G2:
[228] source,mainstream [228] mainstream,floss [228] using,trust [228] market,conventional [228] trust,bro [228] very,misleading [228] misleading,using [228] floss,market [228] bro,source [227] pseudo_tazia,very Top Word Pairs in Tweet in G3:
[189] research,survey [189] #quest3,link [189] making,market [189] survey,quest3_xyz [189] students,#quest3 [189] link,below [189] market,research [189] quest3_xyz,students [189] below,complete [188] polya_ai,making Top Word Pairs in Tweet in G4:
[161] live,lives [109] malaysian,respondents [109] transgender,individuals [109] respondents,agreed [109] over,half [109] lives,wished [109] half,malaysian [109] agreed,transgender [109] individuals,live [108] malaymail,over Top Word Pairs in Tweet in G5:
[84] world,major [84] spend,knows [84] freaking,world [84] major,companies [84] much,money [84] money,collabing [84] knows,much [84] companies,spend [84] bts,never [84] collabing,bts Top Word Pairs in Tweet in G6:
[55] market,data [55] reports,channel [55] daily,news [55] web3,useful [55] join,telegram [55] tweets,market [55] data,daily [55] looking,web3 [55] news,research [55] useful,tweets Top Word Pairs in Tweet in G7:
[67] rent,inflation [66] inflation,remain [64] pre,pandemic [63] easing,rents [63] dawn,easing [63] rates,rent [63] return,pre [63] rents,return [63] kc,fed [63] economists,warn Top Word Pairs in Tweet in G8:
[26] world,shift [26] businesses,around [26] around,world [26] towards,#cleanenergy [26] shift,towards [26] #hydrogen,surging [26] governments,businesses [26] surging,governments [25] #cleanenergy,solutions [24] live,work Top Word Pairs in Tweet in G9:
[60] rooftop,solar [58] majority,solar [58] solar,great [58] solar,built [58] built,future [58] great,solar [58] roof,majority [58] solar,panels [58] panels,roof [57] hausfath,rooftop Top Word Pairs in Tweet in G10:
[24] research,know [24] pinned,research [24] read,pinned [24] everything,need [24] telling,everything [24] bond,market [24] market,telling [24] need,know [24] know,read [23] wifeyalpha,bond Top Replied-To in Entire Graph:
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: