The graph represents a network of 9,980 Twitter users whose recent tweets contained "startup (budget OR fund OR funding)", 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 Wednesday, 24 November 2021 at 17:47 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 57-minute period from Monday, 15 November 2021 at 16:47 UTC to Wednesday, 24 November 2021 at 15:44 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.
Vertices : 9980
Unique Edges : 15342
Edges With Duplicates : 6561
Total Edges : 21903
Number of Edge Types : 5
Mentions : 3360
Retweet : 7216
Tweet : 4514
MentionsInRetweet : 5998
Replies to : 815
Self-Loops : 4653
Reciprocated Vertex Pair Ratio : 0.0313976104473465
Reciprocated Edge Ratio : 0.0608836206896552
Connected Components : 2206
Single-Vertex Connected Components : 1478
Maximum Vertices in a Connected Component : 5568
Maximum Edges in a Connected Component : 15739
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.408065
Graph Density : 0.000149090645465698
Modularity : 0.647636
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,980 Twitter users whose recent tweets contained "startup (budget OR fund OR funding)", 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 Wednesday, 24 November 2021 at 17:47 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 57-minute period from Monday, 15 November 2021 at 16:47 UTC to Wednesday, 24 November 2021 at 15:44 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 : startup (budget OR fund OR funding)
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[651] seed,funding [542] series,funding [524] million,series [312] fund,startup [299] #startup,#funding [279] inquiring,fund [263] startup,mineral [262] mineral,metals [261] startup,funding [261] trading,company Top Word Pairs in Tweet in G1:
[180] #startup,#funding [95] million,series [92] #funding,#startup [73] series,funding [71] #startupindia,#digitalindia [63] seed,funding [58] #fundingdaily,#startup [55] series,#funding [53] #india,#startupindia [52] funding,led Top Word Pairs in Tweet in G2:
[54] series,funding [44] startup,funding [44] funding,boom [38] million,series [34] better,capital [32] debut,fund [26] pre,series [26] million,funding [26] series,#funding [24] crazy,unprecedented Top Word Pairs in Tweet in G3:
[158] seed,funding [139] revenue,paying [139] paying,customers [139] customers,far [139] far,best [139] best,source [139] source,capital [139] capital,startup [139] startup,goal [139] goal,founders Top Word Pairs in Tweet in G4:
[235] startups,attracting [235] attracting,investment [208] billion,raising [155] series,funding [146] million,series [140] 135,million [139] valuation,billion [135] potential,indian [134] indian,startups [133] months,starting Top Word Pairs in Tweet in G5:
[56] series,funding [46] million,series [32] seed,funding [27] africa's,healthcare [27] healthcare,future [25] secures,million [24] raises,million [24] million,seed [23] nigerian,health [23] health,pharmaceutical Top Word Pairs in Tweet in G6:
[91] happy,announce [91] announce,ugabusapp [91] ugabusapp,#ugandan [91] #ugandan,startup [91] startup,founded [91] founded,2016 [91] 2016,acquired [91] acquired,exciting [91] exciting,read [60] east,africa Top Word Pairs in Tweet in G7:
[280] fund,startup [279] inquiring,fund [263] startup,mineral [262] mineral,metals [261] trading,company [256] metals,trading [17] startup,minerals [17] metal,trading [16] minerals,metal [7] metals,trade Top Word Pairs in Tweet in G8:
[126] nigerian,tech [126] tech,startup [126] startup,teamapt [126] funding,value [126] value,billion [124] teamapt,raising [124] raising,funding [35] startup,fever [35] fever,gripping [35] gripping,world Top Word Pairs in Tweet in G9:
[22] business,plan [16] 10,million [14] billion,valuation [13] hottest,startup [13] startup,parents [13] parents,raised [13] raised,10 [12] startup's,funding [12] crypto,start [12] start,moonpay Top Word Pairs in Tweet in G10:
[94] seed,funding [94] 10,million [93] million,seed [65] social,graph [64] decentralized,social [63] multicoincap,sky9capital [62] co,led [62] draperdragon,hashed_official [62] cyberconnect,launching [62] launching,decentralized 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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Top Tweeters in G10: