The graph represents a network of 4,409 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 March 2019 at 19:35 UTC.
The requested start date was Thursday, 21 March 2019 at 19:30 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 43-day, 0-hour, 9-minute period from Wednesday, 06 February 2019 at 17:40 UTC to Thursday, 21 March 2019 at 17:50 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 : 4409
Unique Edges : 6970
Edges With Duplicates : 2175
Total Edges : 9145
Self-Loops : 907
Reciprocated Vertex Pair Ratio : 0.0527542990381813
Reciprocated Edge Ratio : 0.100221483942414
Connected Components : 472
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 2797
Maximum Edges in a Connected Component : 6683
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.537046
Graph Density : 0.000371702988319141
Modularity : 0.734015
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[126] c,est [97] check,out [96] qui,ont [89] d,avoir [81] au,service [80] est,extraordinaire [80] extraordinaire,d [80] avoir,réuni [80] réuni,près [80] près,200 Top Word Pairs in Tweet in G1:
[97] c,est [80] qui,ont [78] est,extraordinaire [78] extraordinaire,d [78] d,avoir [78] avoir,réuni [78] réuni,près [78] près,200 [78] 200,femmes [78] femmes,numérique Top Word Pairs in Tweet in G2:
[29] event,sf [27] tech4good,meetup [27] charity,digital [24] excited,announce [20] publicgoodapphouse,event [20] sf,feb [20] feb,22 [19] 22,impacthubsf [17] tarjimlyapp,shopshechange [17] social,media Top Word Pairs in Tweet in G3:
[38] tech4good,follow [37] mobile,powerful [37] powerful,force [37] force,equality [37] equality,financial [37] financial,mobility [37] mobility,sustainability [37] sustainability,impending [37] impending,arrival [36] sdgs4good,mobile Top Word Pairs in Tweet in G4:
[15] ai,tech4good [12] trust,fast [12] fast,emerging [12] emerging,competitive [12] competitive,differentiator [11] differentiator,accenture's [11] accenture's,sanjay [11] sanjay,podder [11] podder,rumman [11] rumman,chowdhury Top Word Pairs in Tweet in G5:
[33] emerging,tech [31] ai,blockchain [29] inclusive,world [28] one,goal [28] goal,tech4good [28] tech4good,initiative [28] initiative,more [28] more,inclusive [28] world,here's [28] here's,emerging Top Word Pairs in Tweet in G6:
[21] tech4good,ai4good [20] mckinsey_mgi,ai [19] aiforsocialgood,tech4good [18] idea,ai [18] ai,revolutionize [18] revolutionize,human [18] human,wellbeing [18] wellbeing,obviously [18] obviously,appealing [18] appealing,realistic Top Word Pairs in Tweet in G7:
[33] à,impact [28] startups,à [26] les,startups [26] impact,nouvelles [26] nouvelles,coqueluches [26] coqueluches,tech [13] au,service [13] tech,techforgood [13] techforgood,passe [13] passe,devenir Top Word Pairs in Tweet in G8:
[75] want,contribute [75] contribute,make [75] make,more [75] more,sustainable [75] sustainable,world [75] world,need [75] need,inspiration [75] inspiration,here's [75] here's,good [75] good,source Top Word Pairs in Tweet in G9:
[20] tech4good,sxsw [19] indie,rock [19] rock,band [18] sxsw19,join [18] invitationonly,networking [18] networking,cocktail [18] cocktail,announcing [18] announcing,indie [15] french,tech4good [13] save,date Top Word Pairs in Tweet in G10:
[10] socent,impinv [9] impacttech,tech4good [7] hjones_nike,nike [7] interesting,important [7] important,article [7] article,yaelraviazadok [7] yaelraviazadok,visit [7] visit,israel [7] israel,high [7] high,level 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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