The graph represents a network of 10,769 Twitter users whose recent tweets contained "#StartUps", 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, 26 November 2020 at 17:43 UTC.
The tweets in the network were tweeted over the 3-day, 22-hour, 40-minute period from Sunday, 22 November 2020 at 16:00 UTC to Thursday, 26 November 2020 at 14:40 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 : 10769
Unique Edges : 18286
Edges With Duplicates : 13859
Total Edges : 32145
Number of Edge Types : 5
Mentions : 6050
MentionsInRetweet : 10120
Retweet : 10273
Tweet : 5297
Replies to : 405
Self-Loops : 5629
Reciprocated Vertex Pair Ratio : 0.0449382985694005
Reciprocated Edge Ratio : 0.0860113915451743
Connected Components : 2089
Single-Vertex Connected Components : 1166
Maximum Vertices in a Connected Component : 6334
Maximum Edges in a Connected Component : 25666
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.106727
Graph Density : 0.000165030202674371
Modularity : 0.544914
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,769 Twitter users whose recent tweets contained "#StartUps", 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, 26 November 2020 at 17:43 UTC.
The tweets in the network were tweeted over the 3-day, 22-hour, 40-minute period from Sunday, 22 November 2020 at 16:00 UTC to Thursday, 26 November 2020 at 14:40 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 : #StartUps
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:
[1578] #startups,build [1490] build,such [1155] fostering,#startups [1050] #stpicoes,#stpiindia [865] such,solutions [753] #stpiindia,#stpiincubation [751] #stpiindia,#stpicoes [748] explore,#stpioctane [745] #stpicoes,#growwithstpi [708] solutions,#stpicoes Top Word Pairs in Tweet in G1:
[79] #startups,#business [48] #tech,#startups [47] #startup,#startups [42] #entrepreneurship,#startups [40] #startups,#entrepreneurs [34] #entrepreneur,#startups [34] #business,#startups [33] #venture,#funding [33] #funding,#tech [33] #startups,#movemountains Top Word Pairs in Tweet in G2:
[395] #startups,#startup [290] #ai,#iot [285] #coding,#programming [269] #womenintech,#coding [256] aspiring,#entrepreneurs [249] #startup,#startups [248] #startups,aspiring [227] #python,#javascript [220] #smallbiz,#technology [210] #startups,#entrepreneurs Top Word Pairs in Tweet in G3:
[121] #startup,#startups [120] #techblogs,#startups [60] #entrepreneur,#startups [59] #startups,#business [55] #startups,#startupindia [55] #startups,#entrepreneurship [50] #india,#entrepreneur [50] #startups,#entrepreneur [45] #entrepreneur,#success [39] #startups,#entrepreneurs Top Word Pairs in Tweet in G4:
[185] startups,infographic [184] lindagrass0,#startups [183] antgrasso,lindagrass0 [143] agile,process [143] process,startups [143] #startups,#lean [143] #lean,#agile [143] #agile,#innovation [142] infographic,gartner_inc [140] gartner_inc,jurgenappelo Top Word Pairs in Tweet in G5:
[27] 26,11 [23] #startups,#scaleup [22] #emprendedoras,#startups [22] #startups,finalistas [20] mejor,startup [20] inversión,#startups [19] #vlcsw2020,#femalefounders [19] comunitat,valenciana [16] #femalefounders,#emprendedoras [14] #wifs20,#vlcsw2020 Top Word Pairs in Tweet in G6:
[97] read,more [92] #entrepreneur,#venturecapital [92] #venturecapital,#vc [92] #vc,#startups [92] #startups,read [32] #startupspotlight,2020 [32] 2020,grand [32] grand,finale [28] day,pitch [28] pitch,rehearsals Top Word Pairs in Tweet in G7:
[1551] #startups,build [1470] build,such [1130] fostering,#startups [1034] #stpicoes,#stpiindia [858] such,solutions [741] #stpiindia,#stpicoes [739] #stpiindia,#stpiincubation [739] explore,#stpioctane [736] #stpicoes,#growwithstpi [701] solutions,#stpicoes Top Word Pairs in Tweet in G8:
[76] #economy,#leadership [76] #leadership,#management [74] #business,#economy [48] #management,#hr [42] #entrepreneurship,#startups [38] #startups,#venturecapital [32] #venturecapital,#investing [28] #entrepreneurs,#startups [21] harvardbiz,#business [21] read,more Top Word Pairs in Tweet in G9:
[131] techno,legal [79] #startups,_telelaws [75] legal,services [55] #startups,impraveendalal [52] _perry4law,_ptlb [51] _telelaws,ptlbprojects [47] global,stakeholders [46] services,fields [41] etc,#startups [36] online,dispute Top Word Pairs in Tweet in G10:
[39] open,call [29] #startups,transforming [29] web,summit [29] #websummit,#startups [28] good,#intellectualproperty [28] #intellectualproperty,management [28] management,fosters [28] fosters,#innovation [28] #innovation,key [28] key,creation Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G10: