The graph represents a network of 3,897 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 Tuesday, 12 February 2019 at 00:07 UTC.
The requested start date was Tuesday, 12 February 2019 at 00:06 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 6-hour, 39-minute period from Sunday, 10 February 2019 at 02:53 UTC to Monday, 11 February 2019 at 09:32 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 : 3897
Unique Edges : 4357
Edges With Duplicates : 2739
Total Edges : 7096
Self-Loops : 2559
Reciprocated Vertex Pair Ratio : 0.023936170212766
Reciprocated Edge Ratio : 0.0467532467532468
Connected Components : 1108
Single-Vertex Connected Components : 603
Maximum Vertices in a Connected Component : 1386
Maximum Edges in a Connected Component : 3676
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.933356
Graph Density : 0.000253577885163072
Modularity : 0.573066
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[211] ai,iot [208] socialmedia,socialmediamarketing [157] socialmediamarketing,digitalmarketing [151] entrepreneur,startup [145] digitalmarketing,contentmarketing [135] startup,entrepreneur [133] iot,marketing [132] ml,ai [132] marketing,datascience [130] startup,fintech Top Word Pairs in Tweet in G1:
[61] entrepreneur,startup [58] startup,ycombinator [52] free,book [40] business,startup [38] copywriting,e [38] e,book [38] free,iartg [38] iartg,flbiz [36] flbiz,blogquirky [33] startup,startups Top Word Pairs in Tweet in G2:
[174] ai,iot [126] ml,ai [126] iot,marketing [126] marketing,datascience [121] infographic,ml [114] datascience,startup [111] startup,fintech [105] expert,shortage [105] shortage,infographic [76] cybersecurity,expert Top Word Pairs in Tweet in G3:
[158] socialmedia,socialmediamarketing [117] socialmediamarketing,digitalmarketing [117] seo,marketing [112] digitalmarketing,contentmarketing [105] zestisapp,socialmedia [103] socialmediamarketing,startup [103] contentmarketing,digitalmarketing [103] startup,saas [103] socialmedia,growthhacking [102] startup,seo Top Word Pairs in Tweet in G4:
[125] startup,francesa [125] francesa,encontró [125] encontró,alternativa [125] alternativa,ideal [125] ideal,teñido [125] teñido,químico [125] químico,prendas [125] prendas,ropa [125] ropa,azúcar [125] azúcar,ciencia Top Word Pairs in Tweet in G5:
[109] new,york [109] york,startup [109] startup,lets [109] lets,residents [109] residents,give [109] give,sell [109] sell,solarpower [109] solarpower,each [109] each,through [109] through,blockchain Top Word Pairs in Tweet in G6:
[16] e,molto [16] il,ceo [13] foundershouse,entrepreneur [13] entrepreneur,startup [13] startup,siliconvalley [13] siliconvalley,tech [11] wgs,futureofwork [10] corrieredelmezzogiorno,giovani [10] giovani,innovativi [10] innovativi,e Top Word Pairs in Tweet in G7:
[25] pour,améliorer [25] améliorer,votre [21] 5,infographie [21] infographie,60 [21] 60,chiffres [21] chiffres,à [21] à,connaître [21] connaître,pour [21] votre,stratégie [21] stratégie,seo Top Word Pairs in Tweet in G8:
[22] iam,platform [22] platform,curated [22] curated,retweet [19] iamplatform,topinfluence [17] startup,startupindia [17] startup,entrepreneur [17] topinfluence,startupnews [12] business,entrepreneur [9] motivation,inspiration [8] general,atlantic Top Word Pairs in Tweet in G9:
[16] eat,focus [16] focus,controlling [16] controlling,curating [16] curating,focus [16] focus,critical [16] critical,success [15] allonraiz,eat [8] startup,entrepreneur [6] startup,startups [6] blockchain,startup Top Word Pairs in Tweet in G10:
[22] use,gt [21] gt,thinkbigsundaywithmarsha [16] tweet,positive [16] positive,quotes [16] quotes,today [16] today,use [15] occasion,foundation [15] foundation,stone [15] stone,laying [15] laying,ceremony 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 G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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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: