datacommunitydc, Twitter, 6/21/2022 6:08:17 AM, 278425


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datacommunitydc_2022-06-20_23-00-00.xlsx
datacommunitydc_2022-06-20_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3OuQK3G
@datacommunitydc
@this0499154500
@waltera87905258
@wahalulu
@gaytascience
@aldatavizguy
@reginaoak
@jomoworks
@c_ononikpo
@datadrivenangel

Top hashtags:
#datascience
#dataweekdc
#dataviz
#va
#usa
#canada
#data
#lgbtq

Description:
Description
The graph represents a network of 37 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 Tuesday, 21 June 2022 at 06:00 UTC.

The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 109-day, 9-hour, 58-minute period from Wednesday, 02 March 2022 at 12:00 UTC to Sunday, 19 June 2022 at 21:59 UTC.

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


Overall Graph Metrics
Vertices : 37
Unique Edges : 37
Edges With Duplicates : 335
Total Edges : 372
Number of Edge Types : 5
Mentions : 281
MentionsInRetweet : 47
Replies to : 18
Retweet : 10
Tweet : 16
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0483870967741935
Reciprocated Edge Ratio : 0.0923076923076923
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 372
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.629657
Graph Density : 0.0487987987987988
Modularity : 0.104573
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 37 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 Tuesday, 21 June 2022 at 06:00 UTC.

The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 109-day, 9-hour, 58-minute period from Wednesday, 02 March 2022 at 12:00 UTC to Sunday, 19 June 2022 at 21:59 UTC.

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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248748
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276964
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275068
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274735
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273954

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277825
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273442
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273954
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274337
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274735
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275068
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005

Top URLs in Tweet in G2:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248748
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248808
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248736
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248740
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248744
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248752
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248764
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248768
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248772
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248776

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790

Top URLs in Tweet in G4:
[1] https://www.rstudio.com/conference/
[1] https://kdd.org/kdd2022/
[1] https://ww2.amstat.org/meetings/jsm/2022/index.cfm

Top URLs in Tweet in G5:
[1] https://www.gaytascience.com/dataweekdc2019/

Top URLs in Tweet in G6:
[1] https://twitter.com/ajstarks/status/1524913259664805888

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] datascience
[14] dataweekdc
[14] dataviz
[13] va
[13] usa
[13] canada
[11] data
[5] lgbtq
[3] statistics
[3] ml



Top Hashtags in Tweet in G1:
[13] dataweekdc
[13] dataviz
[13] datascience
[13] va
[13] usa
[13] canada
[11] data
[4] lgbtq

Top Hashtags in Tweet in G2:
[1] dataviz

Top Hashtags in Tweet in G4:
[3] datascience
[3] statistics
[3] ml
[1] rstats
[1] datadc

Top Hashtags in Tweet in G5:
[1] dataweekdc
[1] lgbtq

Top Hashtags in Tweet in G6:
[1] duboischallenge2022

Top Words
Top Words in Tweet in Entire Graph:
[60] datacommunitydc
[36] this0499154500
[33] sorishapragyan
[33] reginaoak
[33] jomoworks
[32] cvanderwaart
[31] omanojkumar
[27] prabhat06661337
[23] gaytascience
[23] data

Top Words in Tweet in G1:
[49] datacommunitydc
[35] this0499154500
[33] reginaoak
[32] sorishapragyan
[32] jomoworks
[31] cvanderwaart
[31] omanojkumar
[27] prabhat06661337
[23] gaytascience
[19] waltera87905258

Top Words in Tweet in G2:
[21] data
[19] community
[18] dc
[17] newsletter
[5] march
[4] april
[4] datacommunitydc
[3] june
[2] 21st
[2] 28th

Top Words in Tweet in G3:
[4] datacommunitydc
[2] help
[2] build
[2] community
[2] data
[2] capacity
[2] bcbsncfound
[2] data_platforms
[2] comdatasci

Top Words in Tweet in G4:
[3] wow
[3] realized
[3] dc
[3] place
[3] summer
[3] #datascience
[3] #statistics
[3] #ml
[3] rstudio
[3] conf

Top Words in Tweet in G5:
[2] hrc
[2] foundation
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] sorishapragyan,reginaoak
[20] reginaoak,gaytascience
[19] this0499154500,sorishapragyan
[19] omanojkumar,jomoworks
[19] data,community
[17] cvanderwaart,datacommunitydc
[17] datacommunitydc,this0499154500
[17] gaytascience,prabhat06661337
[17] prabhat06661337,omanojkumar
[17] community,dc

Top Word Pairs in Tweet in G1:
[20] sorishapragyan,reginaoak
[20] reginaoak,gaytascience
[19] this0499154500,sorishapragyan
[19] omanojkumar,jomoworks
[17] cvanderwaart,datacommunitydc
[17] datacommunitydc,this0499154500
[17] gaytascience,prabhat06661337
[17] prabhat06661337,omanojkumar
[14] datacommunitydc,nodexl
[13] top,hashtags

Top Word Pairs in Tweet in G2:
[19] data,community
[17] community,dc
[17] dc,newsletter
[5] newsletter,march
[4] newsletter,april
[3] newsletter,june
[2] march,28th
[2] hello,data
[2] community,dashboard
[2] dashboard,using

Top Word Pairs in Tweet in G3:
[2] help,build
[2] build,community
[2] community,data
[2] data,capacity
[2] capacity,bcbsncfound
[2] bcbsncfound,data_platforms
[2] data_platforms,comdatasci
[2] comdatasci,datacommunitydc

Top Word Pairs in Tweet in G4:
[3] wow,realized
[3] realized,dc
[3] dc,place
[3] place,summer
[3] summer,#datascience
[3] #datascience,#statistics
[3] #statistics,#ml
[3] #ml,rstudio
[3] rstudio,conf
[2] wahalulu,wow

Top Word Pairs in Tweet in G5:
[2] hrc,foundation

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@sorishapragyan
@reginaoak
@jomoworks
@omanojkumar
@this0499154500
@prabhat06661337
@gaytascience
@cvanderwaart
@waltera87905258

Top Mentioned in G1:
@datacommunitydc
@reginaoak
@sorishapragyan
@jomoworks
@omanojkumar
@this0499154500
@prabhat06661337
@gaytascience
@cvanderwaart
@waltera87905258

Top Mentioned in G2:
@datacommunitydc
@datavizdc
@datacommunitypl
@c_ononikpo
@raydistributed

Top Mentioned in G3:
@datacommunitydc
@bcbsncfound
@data_platforms
@comdatasci
@this0499154500
@waltera87905258
@cvanderwaart
@sorishapragyan
@thi
@jomoworks

Top Mentioned in G4:
@rstudio
@wahalulu
@sigkdd
@datacommunitydc

Top Mentioned in G5:
@r_lgbtq
@hrc
@datacommunitydc
@charliehollisw

Top Mentioned in G6:
@datacommunitydc
@coworkwithco

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@omanojkumar
@rstats4ds
@paasdev
@hrc
@reginaoak
@sorishapragyan
@this0499154500
@waltera87905258
@mathematicanow

Top Tweeters in G1:
@omanojkumar
@sorishapragyan
@this0499154500
@waltera87905258
@mathematicanow
@allitorban
@discdiver
@da
@cvanderwaart
@thi

Top Tweeters in G2:
@paasdev
@datacommunitydc
@2twitme
@datadrivenangel
@datacommunitypl
@raydistributed
@datavizdc
@c_ononikpo

Top Tweeters in G3:
@reginaoak
@jomoworks
@bcbsncfound
@comdatasci
@data_platforms

Top Tweeters in G4:
@rstatstweet
@rstats4ds
@rstudio
@wahalulu
@sigkdd

Top Tweeters in G5:
@hrc
@gaytascience
@r_lgbtq
@charliehollisw

Top Tweeters in G6:
@aldatavizguy
@ajstarks
@coworkwithco