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 5,000 tweets, tweeted between 1/18/2022 12:00:00 AM and 1/18/2024 9:08:03 AM. The network was obtained from Twitter on Thursday, 18 January 2024 at 02:21 UTC.
The tweets in the network were tweeted over the 727-day, 3-hour, 49-minute period from Friday, 21 January 2022 at 05:31 UTC to Thursday, 18 January 2024 at 09:21 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 : 728
Edges With Duplicates : 542
Total Edges : 1270
Number of Edge Types : 8
Tweet : 226
Replies to : 202
MentionsInReplyTo : 140
Mentions : 426
Quote : 237
MentionsInQuote : 27
MentionsInRetweet : 8
Retweet : 4
Self-Loops : 559
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 : 202
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.812887
Graph Density : 0.000754993985168066
Modularity : 0.514113
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 5,000 tweets, tweeted between 1/18/2022 12:00:00 AM and 1/18/2024 9:08:03 AM. The network was obtained from Twitter on Thursday, 18 January 2024 at 02:21 UTC.
The tweets in the network were tweeted over the 727-day, 3-hour, 49-minute period from Friday, 21 January 2022 at 05:31 UTC to Thursday, 18 January 2024 at 09:21 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.
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:
[286] informal,sector [167] micro,medium [153] enterprises,msmes [149] informal,msmes [141] medium,enterprises [140] formal,informal [107] msmes,formal [102] 16,million [102] environment,informal [101] apparent,reason Top Word Pairs in Tweet in G1:
[149] micro,medium [145] enterprises,msmes [128] medium,enterprises [127] formal,informal [119] informal,msmes [105] msmes,formal [102] environment,informal [101] 16,million [101] reasons,dichotomy [101] hos,tile Top Word Pairs in Tweet in G2:
[30] informal,working [30] working,group [23] group,msmes [19] wto,informal [7] trade,game [7] group,#msmes [6] #msmes,wto [5] chair,informal [5] wto's,informal [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] frameworks,informal [4] justice,study [4] impact,tax Top Word Pairs in Tweet in G5:
[3] car,park [2] city,hall [2] associations,bulawayo [2] informal,traders [2] hall,car [2] minofwomenzim,informal [2] winter,exhibition [2] msmes,winter [2] informal,economy [2] economy,associations Top Word Pairs in Tweet in G6:
[6] informal,sector [3] well,msmes [3] sector,msmes [3] sector,well [3] lay,crippled [2] generate,90 [2] 90,employment [2] participation,negligible [2] 50,young [2] poor,people Top Word Pairs in Tweet in G7:
[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 G8:
[12] informal,sector [7] msmes,informal [7] sector,msmes [5] capitalist,pals [5] private,monopolies [5] crony,capitalist [4] monopolies,crony [3] big,business [3] labour,intensive [3] attacking,sabotaging Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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