The graph represents a network of 5,706 Twitter users whose recent tweets contained ""charter school" OR "cyber charter school"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Wednesday, 02 October 2019 at 15:11 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 53-minute period from Monday, 23 September 2019 at 06:39 UTC to Wednesday, 02 October 2019 at 14:33 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.
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Author Description
Vertices : 5706
Unique Edges : 7835
Edges With Duplicates : 3043
Total Edges : 10878
Number of Edge Types : 4
Mentions : 5108
Retweet : 2924
Tweet : 1864
Replies to : 982
Self-Loops : 1903
Reciprocated Vertex Pair Ratio : 0.039830855272132
Reciprocated Edge Ratio : 0.0766102584284402
Connected Components : 1372
Single-Vertex Connected Components : 726
Maximum Vertices in a Connected Component : 2564
Maximum Edges in a Connected Component : 6978
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.159413
Graph Density : 0.000234173907994813
Modularity : 0.673842
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5450] charter,school [575] public,school [451] charter,schools [355] year,old [252] public,charter [245] public,schools [212] school,students [182] local,public [181] choose,charter [179] answer,choose Top Word Pairs in Tweet in G1:
[867] charter,school [83] charter,schools [57] link,bio [48] schools,usa [39] click,link [32] public,charter [28] year,old [27] academy,charter [24] public,school [23] explorations,charter Top Word Pairs in Tweet in G2:
[769] charter,school [155] public,school [118] charter,schools [67] school,students [67] dianeravitch,carolburris [67] carolburris,anthonycody [64] jeffbcdm,bisforberkshire [55] john_merrow,deutsch29blog [54] school,association [53] anthonycody,leoniehaimson Top Word Pairs in Tweet in G3:
[348] charter,school [43] middle,school [42] public,school [35] expert,leads [35] leads,team [35] team,designed [35] designed,nycschools [35] nycschools,complex [35] complex,middle [35] school,admission Top Word Pairs in Tweet in G4:
[228] charter,school [40] charter,schools [34] roxbury,prep [29] public,charter [29] new,jersey [28] school,students [24] paula,ebben [20] public,school [20] prep,celebrating [20] celebrating,20th Top Word Pairs in Tweet in G5:
[193] charter,school [180] public,school [179] answer,choose [179] choose,charter [179] school,over [179] over,local [179] local,public [6] charter,schools [5] public,schools [4] honestly,needs Top Word Pairs in Tweet in G6:
[77] charter,school [24] lead,academy [23] first,charter [11] montgomery's,first [10] weeks,ago [10] nicole,ivey [9] montgomery,first [9] less,six [9] six,weeks [9] statement,tuesday Top Word Pairs in Tweet in G7:
[74] charter,school [14] new,study [12] public,schools [12] points,more [12] four,year [12] year,college [11] big_red_star,doecorruption [9] authorize,strike [9] kipp,middle [9] college,result Top Word Pairs in Tweet in G8:
[110] charter,school [19] public,school [17] school,transparency [16] charter,schools [16] warren's,record [16] record,praises [16] praises,boston's [16] boston's,charters [16] charters,highest [16] highest,performing Top Word Pairs in Tweet in G9:
[23] charter,school [14] really,want [14] want,kids [14] kids,taught [14] taught,school [14] school,setting [14] setting,bowers [14] bowers,materials [14] materials,saw [14] saw,presentation Top Word Pairs in Tweet in G10:
[110] charter,school [68] year,olds [42] press,charges [38] orlando,charter [31] two,year [31] last,week [30] intent,press [28] sick,stomach [28] stomach,heard [28] heard,orlando 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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