The graph represents a network of 164 Twitter users whose tweets in the requested range contained "datacommunitydc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 January 2020 at 01:56 UTC.
The requested start date was Wednesday, 08 January 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 66-day, 5-hour, 49-minute period from Friday, 01 November 2019 at 09:10 UTC to Monday, 06 January 2020 at 14:59 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 : 164
Unique Edges : 256
Edges With Duplicates : 1048
Total Edges : 1304
Number of Edge Types : 4
Mentions : 583
MentionsInRetweet : 637
Replies to : 24
Tweet : 60
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0777479892761394
Reciprocated Edge Ratio : 0.144278606965174
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 1298
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.353039
Graph Density : 0.0150381565165345
Modularity : 0.17721
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 164 Twitter users whose tweets in the requested range contained "datacommunitydc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 January 2020 at 01:56 UTC.
The requested start date was Wednesday, 08 January 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 66-day, 5-hour, 49-minute period from Friday, 01 November 2019 at 09:10 UTC to Monday, 06 January 2020 at 14:59 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 : GraphServerTwitterSearch
Graph Term : datacommunitydc
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 Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[150] #rstatsdc,#datadc [134] #rstats,#rstatsdc [119] datasciencedc,datacommunitydc [90] #datadc,datasciencedc [56] #rstatsdc,#rstats [53] seanmgonzalez,thos_jones [49] datacommunitydc,datasciencedc [43] #rstats,#datadc [43] #datadc,datacommunitydc [39] datacommunitydc,rstatsdc Top Word Pairs in Tweet in G1:
[36] #datadc,insidebigdata [25] #rstatsdc,#datadc [22] insidebigdata,statprogdc [21] #rstats,#rstatsdc [15] #datadc,datasciencedc [15] #datadc,datainnovation [13] insidebigdata,datasciencedc [13] datasciencedc,datacommunitydc [13] #datadc,zdnet [12] machine,learning Top Word Pairs in Tweet in G2:
[125] #rstatsdc,#datadc [113] #rstats,#rstatsdc [98] datasciencedc,datacommunitydc [74] #datadc,datasciencedc [51] seanmgonzalez,thos_jones [44] #rstatsdc,#rstats [38] datacommunitydc,datasciencedc [36] datacommunitydc,rstatsdc [36] #datadc,datacommunitydc [35] #rstats,#datadc Top Word Pairs in Tweet in G3:
[10] #deeplearning,#tensorflow [9] come,join [7] neozero497,tells [6] datasciencedc,statdc [6] really,really [5] #deeplearning,tensorflow [5] tensorflow,meetup [5] meetup,date [5] date,wednesday [5] wednesday,december Top Word Pairs in Tweet in G4:
[14] quality,data [10] data,science [6] speaking,re [6] re,quality [6] data,data [6] science,accuracy [6] accuracy,model [6] model,predictions [6] predictions,depends [6] depends,quality Top Word Pairs in Tweet in G5:
[6] hrc,foundation [6] charliehollisw,hrc [4] #dataweekdc,event [4] #lgbtq,data [3] make,#dataweekdc [3] event,last [3] last,month [3] month,watch [3] watch,awesome [3] awesome,talk Top Word Pairs in Tweet in G6:
[4] datasciencedc,statprogdc [3] #tensorflow,ecosystem [3] ecosystem,datacommunitydc [3] datacommunitydc,datasciencedc [2] stephenhky,#tensorflow [2] datacommunitydc,thos_jones [2] thos_jones,washingtonpost [2] washingtonpost,statprogdc [2] statprogdc,love [2] love,excitement Top Word Pairs in Tweet in G7:
[2] wahalulu,microsoft [2] microsoft,datacommunitydc [2] datacommunitydc,keynote [2] keynote,#morsetf [2] #morsetf,yesterday [2] yesterday,highlighted [2] highlighted,value [2] value,community Top Word Pairs in Tweet in G10:
[2] rladiesdc,datacommunitydc [2] clean,energy 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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