The graph represents a network of 4,812 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, 28 February 2020 at 13:34 UTC.
The requested start date was Friday, 28 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 1-day, 3-hour, 31-minute period from Wednesday, 26 February 2020 at 15:34 UTC to Thursday, 27 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 : 4812
Unique Edges : 5579
Edges With Duplicates : 2431
Total Edges : 8010
Number of Edge Types : 4
MentionsInRetweet : 3973
Tweet : 1778
Mentions : 2198
Replies to : 61
Self-Loops : 1778
Reciprocated Vertex Pair Ratio : 0.0421625983457737
Reciprocated Edge Ratio : 0.0809136662795199
Connected Components : 1314
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 1647
Maximum Edges in a Connected Component : 4358
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.295454
Graph Density : 0.000223148219660784
Modularity : 0.650598
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 4,812 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, 28 February 2020 at 13:34 UTC.
The requested start date was Friday, 28 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 1-day, 3-hour, 31-minute period from Wednesday, 26 February 2020 at 15:34 UTC to Thursday, 27 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:
[405] ryanglass4real,#entreprenuer [276] #startup,#growthhacking [214] #growthhacking,#business [135] #startup,#datascience [132] ravikikan,#startup [131] #blockchain,#robotics [119] #startup,#entrepreneur [112] #entrepreneur,#startup [110] #business,#startup [108] company,working Top Word Pairs in Tweet in G1:
[49] #startup,#entrepreneur [43] #entrepreneur,#startup [36] #business,#startup [26] #startup,#business [26] #entrepreneur,#business [24] #business,#entrepreneur [19] #startup,#marketing [18] #marketing,#startup [16] #startup,#smallbusiness [13] #startup,#entrepreneurship Top Word Pairs in Tweet in G2:
[396] ryanglass4real,#entreprenuer [258] #startup,#growthhacking [205] #growthhacking,#business [132] #startup,#datascience [129] ravikikan,#startup [128] #blockchain,#robotics [82] #entreprenuer,ways [72] #innovation,canvas [72] canvas,#startups [72] #startups,ravikikan Top Word Pairs in Tweet in G3:
[13] #business,#startup [11] levée,fonds [11] ce,matin [10] conférence,ce [10] matin,#defenselab [10] #defenselab,comment [10] comment,travailler [10] travailler,#startup [10] #startup,bonne [10] bonne,intelligence Top Word Pairs in Tweet in G4:
[17] #startup,#vc [10] #startup,#innovation [8] #insurtech,#startup [8] #fintech,#startup [7] #fintech,#insurtech [6] #insurance,#startup [6] series,guide [6] مسرعة,الاعمال [6] الاعمال,الأشهر [6] الأشهر,ycombinator Top Word Pairs in Tweet in G5:
[103] israeli,company [103] company,working [103] working,prevent [103] prevent,next [103] next,#coronavirus [103] #coronavirus,#startup [103] #startup,sonovia [103] sonovia,designed [101] designed,revolutionary [101] revolutionary,fabric Top Word Pairs in Tweet in G6:
[23] #business,#startup [19] #startup,#smallbiz [19] #smallbiz,#finance [18] #finance,#entrepreneur [18] #entrepreneur,#startups [18] #startups,#fintech [18] #fintech,#sales [18] #sales,#marketing [17] #marketing,#entrepreneurship [17] #startup,#entreprise Top Word Pairs in Tweet in G7:
[37] #entrepreneur,#business [36] #growthhacking,#startup [36] #startup,#seo [32] #seo,#smm [32] #smm,#ecommerce [32] #ecommerce,#marketing [31] best,digital [31] digital,mall [31] mall,go [31] go,#positivevibes Top Word Pairs in Tweet in G8:
[12] 02,27 [11] techcrunch,2020 [11] 2020,02 [10] #techcrunch,#startup [9] #europe,#startup [8] #smallbiz,#startup [8] #franchise,#franchises [8] #franchises,#franchising [7] #entrepreneur,#entrepreneurs [7] #entrepreneurs,#smallbusiness Top Word Pairs in Tweet in G9:
[13] #velocityfund,pitch [13] pitch,competition [10] #jobs,#vacancies [8] #job,#jobs [8] #vacancies,#video [8] #video,#recruitment [8] #recruitment,#recruiting [8] #recruiting,#hiring [8] #hiring,#hiringnow [6] pitch,#startup Top Word Pairs in Tweet in G10:
[19] #selfdrivingcars,#ai [18] techcompanynews,#startup [18] superbcrew_com,#startup [16] #ai,#iot [16] many,people [16] people,unaware [16] unaware,information [16] information,unless [16] unless,victim [16] victim,identity Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G9:
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: