The graph represents a network of 10,474 Twitter users whose recent tweets contained "#packaging", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/30/2023 9:49:36 AM. The network was obtained from Twitter on Thursday, 31 August 2023 at 00:26 UTC.
The tweets in the network were tweeted over the 1946-day, 1-hour, 14-minute period from Wednesday, 02 May 2018 at 16:12 UTC to Wednesday, 30 August 2023 at 17:26 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 : 10474
Unique Edges : 8857
Edges With Duplicates : 26325
Total Edges : 35182
Number of Edge Types : 8
Tweet : 21435
Mentions : 11292
Replies to : 858
Retweet : 519
MentionsInRetweet : 205
Quote : 327
MentionsInReplyTo : 231
MentionsInQuote : 315
Self-Loops : 23605
Reciprocated Vertex Pair Ratio : 0.0131271878646441
Reciprocated Edge Ratio : 0.0259141952202707
Connected Components : 5178
Single-Vertex Connected Components : 4407
Maximum Vertices in a Connected Component : 3687
Maximum Edges in a Connected Component : 15758
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.298726
Graph Density : 6.33214871283717E-05
Modularity : 0.245854
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 10,474 Twitter users whose recent tweets contained "#packaging", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 8/30/2023 9:49:36 AM. The network was obtained from Twitter on Thursday, 31 August 2023 at 00:26 UTC.
The tweets in the network were tweeted over the 1946-day, 1-hour, 14-minute period from Wednesday, 02 May 2018 at 16:12 UTC to Wednesday, 30 August 2023 at 17:26 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
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:
[974] #packaging,#packagingdesign [863] read,more [858] #print,#printing [854] #consumables,#packaging [852] g_printmonitor,#print [795] #sustainability,#prepress [793] #packaging,saslaugh [790] saslaugh,#digitalprinting [786] #digitalprinting,#labels [784] #labels,#sustainability Top Word Pairs in Tweet in G1:
[498] #packaging,#packagingdesign [375] learn,more [305] read,more [268] #packaging,#design [268] packaging,design [220] know,more [212] free,sample [204] eco,friendly [199] #printing,#packaging [193] packaging,solutions Top Word Pairs in Tweet in G2:
[854] #consumables,#packaging [852] g_printmonitor,#print [795] #sustainability,#prepress [793] #packaging,saslaugh [790] saslaugh,#digitalprinting [786] #digitalprinting,#labels [784] #labels,#sustainability [768] #workflow,#consumables [729] #printing,#workflow [729] #print,#printing Top Word Pairs in Tweet in G3:
[59] packaging,solutions [54] packaging,company [51] sustainable,packaging [40] #flexography,#packaging [39] #sustainable,#packaging [31] #packaging,#sustainability [29] #plastic,#packaging [29] solutions,provider [29] trinity,packaging [28] anthony,magaraci Top Word Pairs in Tweet in G4:
[205] #canmakingnews,#packaging [204] #metalpackaging,#canmakingnews [204] #canmaking,#metalpackaging [71] learn,more [59] #packaging,#canneddrinks [59] read,more [51] #canneddrinks,#cannedbeverages [36] #packaging,#sustainability [32] key,players [32] inc,read Top Word Pairs in Tweet in G5:
[75] read,more [65] more,#packaging [51] #packaging,#secondarypackaging [45] #indonesia,#vietnam [44] #dubai,#saudiarabia [44] #malaysia,#philippines [44] #india,#thailand [44] #uae,#dubai [44] #philippines,#india [44] #bangladesh,#malaysia Top Word Pairs in Tweet in G6:
[32] #sustainable,#packaging [31] #packaging,waste [23] reduce,#packaging [22] refill,home [20] single,use [19] #packaging,#ppwr [18] #obaly,#odpady [17] packaging,waste [15] #ppwr,proposal [14] 100,recyclable Top Word Pairs in Tweet in G7:
[311] #packaging,#packagingdesign [268] #worldbranddesign,#worldbranddesignsociety [219] #branding,#branddesign [166] packaging,design [94] #logo,#logodesign [91] #graphics,#graphicdesign [80] #packagingdesign,#worldbranddesign [78] #branding,#packaging [73] #branddesign,#brandidentity [70] #packagingdesign,#graphicdesign Top Word Pairs in Tweet in G8:
[48] #packaging,#materialhandling [39] read,more [32] learn,more [23] #food,#beverage [15] #packaging,#packagingsolutions [14] #flexiblepouches,#packaging [14] #flexiblepackagingsolutions,#packaginginnovation [14] #packaginginnovation,#brandelevation [13] #brandelevation,#sustainablepackaging [13] #sustainablepackaging,#flexiblepouches Top Word Pairs in Tweet in G9:
[14] tendances,matière [14] matière,#packaging [10] #plv,#flyers [10] #print,tête [10] choisir,#papier [10] #catalogue,#packaging [10] tête,comment [10] #papier,#plv [10] comment,choisir [10] #flyers,#catalogue Top Word Pairs in Tweet in G10:
[76] #sustainability,#lubricants [55] #lubricants,#recycling [45] #packaging,#plastic [31] learn,more [31] #plastic,#waste [30] lubricant,container [27] #epr,#plasticpackaging [27] #recycling,#packaging [24] #circulareconomy,#packaging [23] #petroleum,#packaging Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: