The graph represents a network of 381 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 June 2019 at 05:08 UTC.
The requested start date was Monday, 24 June 2019 at 00:01 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 13-day, 21-hour, 47-minute period from Monday, 10 June 2019 at 00:46 UTC to Sunday, 23 June 2019 at 22:33 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 : 381
Unique Edges : 608
Edges With Duplicates : 189
Total Edges : 797
Number of Edge Types : 3
Mentions : 725
Tweet : 60
Replies to : 12
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0465489566613162
Reciprocated Edge Ratio : 0.0889570552147239
Connected Components : 43
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 176
Maximum Edges in a Connected Component : 506
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.703735
Graph Density : 0.00450338444536538
Modularity : 0.690328
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[27] ht,kirkdborne [26] hack,host [26] host,#hackathon [26] #hackathon,ideate [26] ideate,innovate [26] innovate,motivate [26] columbia,coschoolofmines [25] #bigdata,#opendata [25] changing,way [24] #bigdata,#machinelearning Top Word Pairs in Tweet in G1:
[27] ht,kirkdborne [26] hack,host [26] host,#hackathon [26] #hackathon,ideate [26] ideate,innovate [26] innovate,motivate [25] #bigdata,#opendata [23] economics,1152 [23] 1152,using [23] using,#bigdata Top Word Pairs in Tweet in G2:
[25] columbia,coschoolofmines [23] rockefellerfdn,umassamherst [22] launch,#eguideforenergy [18] umassamherst,columbia [16] learn,more [15] coschoolofmines,cmuengineering [14] today,rockefellerfdn [11] #eguideforenergy,learn [9] #data4good,#sdg7 [9] today,launching Top Word Pairs in Tweet in G3:
[10] happy,7th [10] 7th,birthday [10] birthday,here [10] here,s [10] s,another [10] another,year [10] year,harnessing [10] harnessing,#datascience [10] #datascience,#ai [10] #ai,service Top Word Pairs in Tweet in G4:
[5] #hack4goodmbas,#data4good [5] june,23rd [5] 23rd,join [5] join,#powerbidays [5] #powerbidays,webinar [5] webinar,shan_gsd [5] shan_gsd,presents [5] presents,#dataforgood [5] #dataforgood,#powerbi [5] #powerbi,#community Top Word Pairs in Tweet in G5:
[6] thrilled,announce [6] announce,new [6] new,collaboration [6] collaboration,step [6] step,flying [6] flying,labs [6] labs,welcome [6] welcome,aboard [6] aboard,learn [6] learn,more Top Word Pairs in Tweet in G6:
[15] checked,out [15] out,new [15] new,mermaid [15] mermaid,blog [15] blog,read [15] read,conservation [15] conservation,scientist [15] scientist,extraordinaire [15] extraordinaire,dr [15] dr,smangubhai Top Word Pairs in Tweet in G7:
[4] a1,proud [4] proud,#data4good [4] #data4good,work [4] work,team [4] team,sassoftware [4] sassoftware,project [4] project,new [4] new,hanover [4] hanover,county [4] county,help Top Word Pairs in Tweet in G8:
[5] qlik,proudly [5] proudly,supporting [5] supporting,classy [5] classy,#collaborative19 [5] #collaborative19,#data4good [5] #data4good,qlikorg [5] inspirational,day [5] day,work [5] work,learning [5] learning,qlik Top Word Pairs in Tweet in G9:
[8] happy,midsummer [8] midsummer,hyvää [8] hyvää,juhannusta [8] juhannusta,kicking [8] kicking,year's [8] year's,celebration [8] celebration,launch [7] petri_autio,happy [7] launch,op Top Word Pairs in Tweet in G10:
[4] dr,daley [4] daley,predictprevent [4] predictprevent,calling [4] calling,data [4] data,scientists [4] scientists,involved [4] involved,#data4good [4] #data4good,pawcon [4] pawcon,#pawcon [3] dr_zortiz,dr Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: