The graph represents a network of 847 Twitter users whose recent tweets contained "informal MSMEs", 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 1/18/2022 12:00:00 AM and 1/18/2024 4:54:25 PM. The network was obtained from Twitter on Thursday, 18 January 2024 at 10:17 UTC.
The tweets in the network were tweeted over the 727-day, 11-hour, 46-minute period from Friday, 21 January 2022 at 05:31 UTC to Thursday, 18 January 2024 at 17:17 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 Fruchterman-Reingold layout algorithm.
Vertices : 847
Unique Edges : 729
Edges With Duplicates : 340
Total Edges : 1069
Number of Edge Types : 8
Replies to : 202
Tweet : 226
Mentions : 426
Retweet : 4
MentionsInRetweet : 8
MentionsInReplyTo : 140
Quote : 36
MentionsInQuote : 27
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.0285171102661597
Reciprocated Edge Ratio : 0.055452865064695
Connected Components : 362
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 120
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.812887
Graph Density : 0.000754993985168066
Modularity : 0.607424
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 847 Twitter users whose recent tweets contained "informal MSMEs", 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 1/18/2022 12:00:00 AM and 1/18/2024 4:54:25 PM. The network was obtained from Twitter on Thursday, 18 January 2024 at 10:17 UTC.
The tweets in the network were tweeted over the 727-day, 11-hour, 46-minute period from Friday, 21 January 2022 at 05:31 UTC to Thursday, 18 January 2024 at 17:17 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch3
Graph Term : informal MSMEs
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[288] informal,sector [93] msmes,informal [68] nigeria,informal [67] micro,medium [53] enterprises,msmes [48] informal,msmes [45] sector,msmes [42] working,group [41] medium,enterprises [40] formal,informal Top Word Pairs in Tweet in G1:
[96] informal,sector [49] micro,medium [45] enterprises,msmes [43] msmes,informal [28] medium,enterprises [27] formal,informal [19] medium,sized [18] informal,msmes [17] informal,formal [17] sector,msmes Top Word Pairs in Tweet in G2:
[30] working,group [30] informal,working [23] group,msmes [19] wto,informal [7] group,#msmes [7] trade,game [6] #msmes,wto [5] wilson,matthewbarbados [5] explains,postal [5] wto,explains Top Word Pairs in Tweet in G3:
[8] informal,sector [4] msmes,informal [3] access,credit [2] cmofficeup,cmo_odisha [2] sector,msmes [2] #msmes,#smes [2] time,government [2] cmotamilnadu,nitiaayog [2] finminindia,pmoindia [2] informal,micro Top Word Pairs in Tweet in G4:
[12] informal,traders [7] informal,sector [7] tax,justice [6] traders,msmes [5] msmes,informal [5] launch,tax [4] tax,frameworks [4] study,impact [4] impact,tax [4] justice,study Top Word Pairs in Tweet in G5:
[3] car,park [2] hall,car [2] associations,bulawayo [2] city,hall [2] informal,traders [2] informal,economy [2] minofwomenzim,informal [2] economy,associations [2] msmes,winter [2] winter,exhibition Top Word Pairs in Tweet in G6:
[7] informal,sector [6] leverage,icts [3] digital,literacy [3] training,informal [3] msmes,leverage [3] literacy,training [3] grow,businesses [3] icts,grow [2] empower,msmes [2] namoma,mofpedu Top Word Pairs in Tweet in G7:
[6] informal,sector [3] well,msmes [3] sector,msmes [3] sector,well [3] lay,crippled [2] drshamamohd,narendramodi [2] 50,young [2] crore,poor [2] employment,contribute [2] msmes,lay Top Word Pairs in Tweet in G8:
[12] informal,sector [7] msmes,informal [7] sector,msmes [5] crony,capitalist [5] capitalist,pals [5] private,monopolies [4] monopolies,crony [3] attacking,sabotaging [3] imports,china [3] intensive,informal Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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