The graph represents a network of 14,547 Twitter users whose recent tweets contained "packaging design", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/31/2023 11:01:06 AM. The network was obtained from Twitter on Thursday, 31 August 2023 at 23:07 UTC.
The tweets in the network were tweeted over the 1255-day, 2-hour, 4-minute period from Tuesday, 24 March 2020 at 15:55 UTC to Thursday, 31 August 2023 at 18:00 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 : 14547
Unique Edges : 11597
Edges With Duplicates : 10807
Total Edges : 22404
Number of Edge Types : 9
Retweet : 1710
Tweet : 12715
Replies to : 2844
Quote : 625
Mentions : 3278
MentionsInQuote : 135
MentionsInReplyTo : 924
MentionsInRetweet : 166
MentionsInQuoteReply : 7
Self-Loops : 14345
Reciprocated Vertex Pair Ratio : 0.00896797153024911
Reciprocated Edge Ratio : 0.0177765237020316
Connected Components : 7902
Single-Vertex Connected Components : 5619
Maximum Vertices in a Connected Component : 1531
Maximum Edges in a Connected Component : 4055
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.360489
Graph Density : 3.34970596642084E-05
Modularity : 0.439577
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 14,547 Twitter users whose recent tweets contained "packaging design", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/31/2023 11:01:06 AM. The network was obtained from Twitter on Thursday, 31 August 2023 at 23:07 UTC.
The tweets in the network were tweeted over the 1255-day, 2-hour, 4-minute period from Tuesday, 24 March 2020 at 15:55 UTC to Thursday, 31 August 2023 at 18:00 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 : TwitterSearch3
Graph Term : packaging design
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:
[5184] packaging,design [986] design,packaging [940] #packaging,#packagingdesign [641] product,packaging [610] packaging,designs [434] #printing,#packagingdesign [432] #industrialpackaging,#sustainablepackaging [431] #recycling,#sustainability [431] #packagingdesign,#recycling [430] graphic,design Top Word Pairs in Tweet in G1:
[2641] packaging,design [526] design,packaging [510] #packaging,#packagingdesign [448] product,packaging [348] packaging,designs [274] #packaging,#design [260] graphic,design [247] social,media [199] logo,design [196] fast,delivery Top Word Pairs in Tweet in G2:
[431] #industrialpackaging,#sustainablepackaging [430] #packagingdesign,#recycling [430] #recycling,#sustainability [429] #sustainablepackaging,#plastics [426] #printing,#packagingdesign [426] #plastics,#printing [422] #sustainability,#acquisitions [138] #acquisitions,#automations [64] #packaging,#sustainability [57] #sustainability,#packagingdesign Top Word Pairs in Tweet in G3:
[310] packaging,design [310] one,logo [310] concept,photo [310] number,tracks [310] tracks,possible [310] name,each [310] photo,number [310] design,name [310] moas,already [310] already,found Top Word Pairs in Tweet in G4:
[399] packaging,design [327] #packaging,#packagingdesign [273] #worldbranddesign,#worldbranddesignsociety [226] #branding,#design [221] #design,#packaging [208] thedieline,#branding [204] #branding,#branddesign [113] branding,packaging [94] #logo,#logodesign [92] #graphics,#graphicdesign Top Word Pairs in Tweet in G5:
[155] สำหร,บด [155] wash,hand [155] ำ,คร [155] กส,สำหร [155] hand,wash [155] คร,มอาบน [155] าจะเห,นก [155] มนวด,คร [155] มทาผ,ว [155] นอย,ตลอดว Top Word Pairs in Tweet in G6:
[198] packaging,design [160] work,behance [160] behance,profile [160] check,work [37] pouch,packaging [33] profile,packaging [33] label,design [17] packaging,label [17] product,packaging [17] pouch,design Top Word Pairs in Tweet in G7:
[62] read,review [62] review,#branding [61] #logodesign,#graphicdesign [61] #branding,#logodesign [58] bpandopinion,latest [52] walter,ballmer [31] 1970s,dog [31] packaging,labels [31] dog,food [31] labels,found Top Word Pairs in Tweet in G8:
[57] packaging,design [18] design,packaging [18] design,problem [17] product,packaging [9] product,design [7] packaging,product [7] dish,soap [6] yooo,showed [6] graphic,design [6] design,yooo Top Word Pairs in Tweet in G9:
[21] packaging,design [20] #packaging,design [14] learn,more [11] #packaging,#packagingdesign [8] design,recycling [7] food,beverage [6] catégorie,design [6] packaging,designs [6] #cpg,#fmcg [6] sign,smashreport Top Word Pairs in Tweet in G10:
[68] photography,makeup [68] artistry,hairdressing [68] makeup,artistry [68] learn,following [68] before,relocate [68] later,photography [68] abroad,learn [68] following,thank [68] relocate,abroad [68] thank,later Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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: