datacommunitydc, Twitter, 6/7/2022 6:34:34 AM, 277825


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datacommunitydc_2022-06-06_23-00-00.xlsx
datacommunitydc_2022-06-06_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3Q58eoD
@datacommunitydc
@waltera87905258
@this0499154500
@gaytascience
@aldatavizguy
@reginaoak
@jomoworks
@datadrivenangel
@c_ononikpo
@2twitme

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

Description:
Description
The graph represents a network of 32 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, 07 June 2022 at 06:00 UTC.

The requested start date was Tuesday, 07 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 95-day, 6-hour, 58-minute period from Wednesday, 02 March 2022 at 12:00 UTC to Sunday, 05 June 2022 at 18:59 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 : 32
Unique Edges : 32
Edges With Duplicates : 302
Total Edges : 334
Number of Edge Types : 5
Mentions : 251
MentionsInRetweet : 43
Replies to : 18
Retweet : 8
Tweet : 14
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0566037735849057
Reciprocated Edge Ratio : 0.107142857142857
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 32
Maximum Edges in a Connected Component : 334
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.480469
Graph Density : 0.0564516129032258
Modularity : 0.098764
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 32 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, 07 June 2022 at 06:00 UTC.

The requested start date was Tuesday, 07 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 95-day, 6-hour, 58-minute period from Wednesday, 02 March 2022 at 12:00 UTC to Sunday, 05 June 2022 at 18:59 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://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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273442

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276964
[1] https://www.youtube.com/watch?v=FSY42jtnLkQ&feature=youtu.be


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-4248800
[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.gaytascience.com/dataweekdc2019/

Top URLs in Tweet in G5:
[1] https://twitter.com/ajstarks/status/1524913259664805888

Top Domains
Top Domains in Tweet in Entire Graph:
[15] mailchi.mp
[12] nodexlgraphgallery.org
[4] youtube.com
[1] gaytascience.com
[1] meetup.com
[1] twitter.com

Top Domains in Tweet in G1:
[11] nodexlgraphgallery.org
[3] youtube.com

Top Domains in Tweet in G2:
[15] mailchi.mp
[1] meetup.com
[1] youtube.com

Top Domains in Tweet in G3:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[1] gaytascience.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] dataweekdc
[11] dataviz
[10] datascience
[10] va
[10] usa
[10] canada
[8] data
[2] lgbtq
[1] duboischallenge2022



Top Hashtags in Tweet in G1:
[10] dataweekdc
[10] dataviz
[10] datascience
[10] va
[10] usa
[10] canada
[8] data
[1] lgbtq

Top Hashtags in Tweet in G2:
[1] dataviz

Top Hashtags in Tweet in G4:
[1] dataweekdc
[1] lgbtq

Top Hashtags in Tweet in G5:
[1] duboischallenge2022

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] sorishapragyan,reginaoak
[20] reginaoak,gaytascience
[19] this0499154500,sorishapragyan
[19] omanojkumar,jomoworks
[17] cvanderwaart,datacommunitydc
[17] datacommunitydc,this0499154500
[17] gaytascience,prabhat06661337
[17] prabhat06661337,omanojkumar
[17] data,community
[15] 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
[11] datacommunitydc,nodexl
[11] waltera87905258,cvanderwaart

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

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:
[2] hrc,foundation

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

Top Mentioned in G1:
@sorishapragyan
@datacommunitydc
@omanojkumar
@reginaoak
@jomoworks
@prabhat06661337
@this0499154500
@cvanderwaart
@gaytascience
@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:
@r_lgbtq
@hrc
@datacommunitydc
@charliehollisw

Top Mentioned in G5:
@datacommunitydc
@coworkwithco

Top Tweeters
Top Tweeters in Entire Graph:
@omanojkumar
@paasdev
@hrc
@reginaoak
@sorishapragyan
@waltera87905258
@this0499154500
@mathematicanow
@datacommunitydc
@2twitme

Top Tweeters in G1:
@omanojkumar
@sorishapragyan
@waltera87905258
@this0499154500
@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:
@hrc
@gaytascience
@r_lgbtq
@charliehollisw

Top Tweeters in G5:
@aldatavizguy
@ajstarks
@coworkwithco