The graph represents a network of 7,453 Twitter users whose recent tweets contained "#supplychain", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 December 2022 at 06:27 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Tuesday, 29 November 2022 at 03:10 UTC to Thursday, 08 December 2022 at 04:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7453
Unique Edges : 10878
Edges With Duplicates : 9626
Total Edges : 20504
Number of Edge Types : 5
Tweet : 6476
MentionsInRetweet : 5947
Mentions : 3804
Retweet : 4018
Replies to : 259
Self-Loops : 6647
Reciprocated Vertex Pair Ratio : 0.0373608903020668
Reciprocated Edge Ratio : 0.0720306513409962
Connected Components : 2771
Single-Vertex Connected Components : 1978
Maximum Vertices in a Connected Component : 2569
Maximum Edges in a Connected Component : 11341
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.963339
Graph Density : 0.00018797345814771
Modularity : 0.498679
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,453 Twitter users whose recent tweets contained "#supplychain", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 08 December 2022 at 06:27 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 48-minute period from Tuesday, 29 November 2022 at 03:10 UTC to Thursday, 08 December 2022 at 04:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #supplychain
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2557] supply,chain [988] #logistics,#supplychain [627] link,bio [434] #supplychain,#logistics [433] click,link [411] learn,more [372] supply,chains [280] #freight,#logistics [272] #supplychain,#transportation [272] cvs,health Top Word Pairs in Tweet in G1:
[777] supply,chain [531] link,bio [354] click,link [235] cvs,health [230] #supplychain,job [193] #logistics,#supplychain [178] bio,apply [168] #supplychain,#logistics [154] see,latest [118] great,fit Top Word Pairs in Tweet in G2:
[105] supply,chain [75] #esg,#sdgs [75] #sustainability,#esg [67] #ai,#artificialintelligence [64] #5g,#ai [64] #supplychain,#sustainability [63] #autonomousvehicles,#selfdrivingcars [61] #iot,#5g [60] #tech,#transportation [60] #tech4good,#innovation Top Word Pairs in Tweet in G3:
[259] supply,chain [124] learn,more [97] #supplychainnow,#supplychain [86] scottwluton,gregoryswhite [69] still,time [69] connect,friends [69] time,connect [64] #procurement,#supplychain [63] live,stream [58] register,#supplychain Top Word Pairs in Tweet in G4:
[148] supply,chain [47] #supplychain,#logistics [27] #logistics,#supplychain [23] learn,more [20] supply,chains [18] #supplychain,management [16] #data,#ai [16] future,proof [16] operating,environment [16] stakes,#supplychain Top Word Pairs in Tweet in G5:
[229] supply,chain [141] antgrasso,#supplychain [85] link,antgrasso [77] antgrasso,#blockchain [74] #supplychain,#ceo [73] chain,transformation [72] #blockchain,#supplychain [72] end,end [71] optimize,end [71] needs,vision Top Word Pairs in Tweet in G6:
[78] #logistics,#supplychain [50] #trucks,#truckers [50] #truckers,#trucking [50] #trucking,#logistics [50] #logistics,#daleylogistics [50] #truckingindustry,#supplychain [50] #daleylogistics,#truckingindustry [42] supply,chain [41] #logistique,#supplychain [34] #amglogistics,#nigeria Top Word Pairs in Tweet in G7:
[21] supply,chain [16] #supplychain,#logistics [14] #supplychain,#digitaltransformation [13] thanks,richardeudes [12] constellationr,#tech [12] yahoofinance,rwang0 [12] reports,chinese [12] chinese,production [12] #tech,#supplychain [12] rwang0,constellationr Top Word Pairs in Tweet in G8:
[50] supply,chain [21] learn,more [14] software,venturebeat [14] two,punch [14] #automation,learn [14] strategist,symantec [14] more,kyle [14] symantec,broadcom [14] #supplychain,attacks [14] past,one Top Word Pairs in Tweet in G9:
[466] #logistics,#supplychain [217] #freight,#logistics [216] #supplychain,#transportation [136] #automotive,#logistics [136] #transportation,automotiveworld [129] #supplychain,lloydslist [129] #shipping,#freight [88] #supplychain,theloadstar [88] #shippingpodcast,#freight [53] #transportation,logisticsbizz Top Word Pairs in Tweet in G10:
[22] together,one [22] veut,réussir [22] succeed,together [22] one,against [22] emmanuelmacron,#ira [22] another,emmanuelmacron [22] l'autre,succeed [22] contre,l'autre [22] #economy,#supplychain [22] ensemble,l'un 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 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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: