The graph represents a network of 4,416 Twitter users whose tweets in the requested range contained "#startup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 13:34 UTC.
The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 2-hour, 42-minute period from Friday, 14 February 2020 at 16:23 UTC to Thursday, 20 February 2020 at 19:05 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 : 4416
Unique Edges : 5217
Edges With Duplicates : 2551
Total Edges : 7768
Number of Edge Types : 4
MentionsInRetweet : 3866
Tweet : 1882
Mentions : 1974
Replies to : 46
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.0338654012079379
Reciprocated Edge Ratio : 0.065512205299395
Connected Components : 1282
Single-Vertex Connected Components : 627
Maximum Vertices in a Connected Component : 1469
Maximum Edges in a Connected Component : 4082
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.439383
Graph Density : 0.000245837231440905
Modularity : 0.630669
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,416 Twitter users whose tweets in the requested range contained "#startup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 February 2020 at 13:34 UTC.
The requested start date was Friday, 21 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 2-hour, 42-minute period from Friday, 14 February 2020 at 16:23 UTC to Thursday, 20 February 2020 at 19:05 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 : GraphServerTwitterSearch
Graph Term : #startup
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:
[443] ryanglass4real,#entreprenuer [335] #startup,#growthhacking [264] #growthhacking,#business [146] #mpgvip,#defstar5 [110] #startup,#innovation [107] #deeplearning,#ai [107] #ai,#blockchain [106] #blockchain,#datascience [106] #entrepreneur,#startup [104] #startup,#entrepreneur Top Word Pairs in Tweet in G1:
[33] #entrepreneur,#startup [33] #startup,#entrepreneur [32] #startup,#business [21] #business,#startup [20] #startup,#smallbusiness [20] #business,#entrepreneur [17] #startup,#startups [16] #startup,#marketing [15] #business,#success [13] #marketing,#business Top Word Pairs in Tweet in G2:
[440] ryanglass4real,#entreprenuer [326] #startup,#growthhacking [263] #growthhacking,#business [144] #mpgvip,#defstar5 [105] #deeplearning,#ai [104] #ai,#blockchain [104] #blockchain,#datascience [88] #business,#d [83] #branding,#smm [82] #seo,#branding Top Word Pairs in Tweet in G3:
[24] #startup,#entreprise [19] #entreprise,#lemondeinformatique [14] #startup,#frenchtech [13] #digitalmarketing,#onlinemarketing [12] votre,#startup [9] levée,fonds [9] fabienprevots,frenchnewtech [9] #entrepreneur,#startup [8] #startup,#pme [8] aux,challenges Top Word Pairs in Tweet in G4:
[32] #startup,#startups [19] #startup,#entrepreneur [16] #technews,#startup [15] #entrepreneur,#business [14] #startups,#startupnews [13] #startupnews,#entrepreneur [13] #business,#technologynews [13] #technologynews,#entrepreneurship [12] #entrepreneurship,#startuplife [12] #startuplife,#techstartup Top Word Pairs in Tweet in G5:
[23] #growthhacking,#startup [21] #startup,#seo [17] #seo,#smm [16] #business,#startup [16] #startup,invented [16] invented,amazing [16] amazing,way [16] way,make [16] make,food [16] food,last Top Word Pairs in Tweet in G6:
[15] #europe,#startup [9] #mise,unioncamere [9] unioncamere,infocamere [9] #startup,innovative [8] tua,#startup [7] mise_gov,#mise [6] #startup,nel [6] infocamere,report [6] report,#startup [6] innovative,forza Top Word Pairs in Tweet in G7:
[32] #domain,#domains [26] kaissia86,#sale [20] #sale,#domain [20] #selldomain,#domain [20] #domains,#domainname [20] #domainname,#domainnames [20] #domainnames,#business [20] #business,#entrepreneur [18] #entrepreneur,#startup [17] 10,#digitalmarketingtools Top Word Pairs in Tweet in G8:
[33] #infographic,#tech [33] #tech,#technology [31] #technology,#innovation [30] #innovation,#cloud [29] #cloud,#mobile [28] #cybersecurity,#ai [27] #mobile,#cybersecurity [27] #ai,#ki [26] #ai,#iot [21] #ki,#iot Top Word Pairs in Tweet in G9:
[12] #work,#workforce [12] #workforce,#futureofwork [12] #futureofwork,#jobs [12] #jobs,#tech [12] #tech,#millennials [12] #millennials,#genz [12] #genz,#training [12] #training,#business [12] #business,#leadership [12] #leadership,#startup Top Word Pairs in Tweet in G10:
[2] nad_alves,eryck_fenot [2] eryck_fenot,loutro1990 [2] loutro1990,michaguerin [2] michaguerin,ppc [2] ppc,damiendouani [2] damiendouani,arnaudleroux [2] arnaudleroux,lbokobza [2] lbokobza,belalac [2] belalac,ddediesbach Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: