The graph represents a network of 316 Twitter users whose recent tweets contained "driver shortage", 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 Friday, 26 April 2019 at 13:36 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 19-minute period from Wednesday, 17 April 2019 at 03:54 UTC to Friday, 26 April 2019 at 13:13 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 : 316
Unique Edges : 289
Edges With Duplicates : 51
Total Edges : 340
Self-Loops : 114
Reciprocated Vertex Pair Ratio : 0.0289855072463768
Reciprocated Edge Ratio : 0.0563380281690141
Connected Components : 141
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 42
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.555263
Graph Density : 0.00213984327908379
Modularity : 0.723949
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[186] driver,shortage [28] truck,driver [20] bus,driver [18] shortage,affecting [16] affecting,business [15] parliamentary,group [14] school,bus [13] needs,hear [13] largest,trucking [13] trucking,company Top Word Pairs in Tweet in G1:
[54] driver,shortage [18] truck,driver [9] parliamentary,group [7] needs,hear [6] shortage,parliamentary [6] group,needs [6] hear,hauliers [4] largest,trucking [4] trucking,company [4] company,volume Top Word Pairs in Tweet in G2:
[23] driver,shortage [14] shortage,affecting [14] affecting,business [12] business,roadfreightappg [12] roadfreightappg,want [12] want,hear [10] rhanews,driver [9] hear,#freigh [6] appg,calling [6] calling,operators Top Word Pairs in Tweet in G3:
[11] driver,shortage [3] drive,safe [3] safe,act [3] sooo,even [3] even,driver [3] shortage,definitely [3] definitely,driver [3] shortage,right [3] right,todd2spencer [2] thought,drive Top Word Pairs in Tweet in G4:
[7] fordnation,gov't [7] gov't,needs [7] needs,make [7] make,changes [7] changes,ontario's [7] ontario's,school [7] school,bus [7] bus,system [7] system,address [7] address,looming Top Word Pairs in Tweet in G5:
[8] largest,trucking [8] trucking,company [8] company,details [8] details,u [8] u,turn [8] turn,trucking [8] trucking,boom [8] boom,j [8] j,b [8] b,hunt Top Word Pairs in Tweet in G6:
[2] chriscalvifree,wgtncc [2] driver,shortage [2] city,council Top Word Pairs in Tweet in G8:
[10] bus,driver [9] driver,shortage [4] local,students [4] students,go [4] go,many [4] many,field [4] field,trips [4] trips,bus [4] shortage,according [3] schools,organizations Top Word Pairs in Tweet in G9:
[6] middle,school [6] school,parents [6] parents,due [6] due,current [6] current,driver [6] driver,shortage [6] shortage,unable [6] unable,transport [6] transport,those [6] those,athletes Top Word Pairs in Tweet in G10:
[3] driver,shortage [2] hub,spoke Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: