datacommunitydc, Twitter, 5/31/2022 6:03:05 AM, 277401


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datacommunitydc_2022-05-30_23-00-00.xlsx
datacommunitydc_2022-05-30_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/38AwBtI
@waltera87905258
@datacommunitydc
@cvanderwaart
@this0499154500
@sorishapragyan
@reginaoak
@gaytascience
@aldatavizguy
@omanojkumar
@jomoworks

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

Description:
Description
The graph represents a network of 54 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, 31 May 2022 at 06:00 UTC.

The requested start date was Tuesday, 31 May 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 111-day, 19-hour, 0-minute period from Sunday, 06 February 2022 at 17:59 UTC to Sunday, 29 May 2022 at 12:59 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 : 54
Unique Edges : 69
Edges With Duplicates : 307
Total Edges : 376
Number of Edge Types : 5
Mentions : 282
Retweet : 9
MentionsInRetweet : 46
Replies to : 21
Tweet : 18
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0574712643678161
Reciprocated Edge Ratio : 0.108695652173913
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.662551
Graph Density : 0.0321453529000699
Modularity : 0.145258
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 54 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, 31 May 2022 at 06:00 UTC.

The requested start date was Tuesday, 31 May 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 111-day, 19-hour, 0-minute period from Sunday, 06 February 2022 at 17:59 UTC to Sunday, 29 May 2022 at 12:59 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=271546
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248748
[1] https://www.meetup.com/DataOpsDC/events/284029558/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005
[1] https://www.gaytascience.com/dataweekdc2019/
[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=271546
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276964
[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://www.gaytascience.com/dataweekdc2019/

Top URLs in Tweet in G2:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248748
[1] https://www.meetup.com/DataOpsDC/events/284029558/
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248720
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248724
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248728
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248732
[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

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=FSY42jtnLkQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=lN60upFRMsU&feature=youtu.be

[1] https://www.youtube.com/watch?v=Um9G6t0_61w&feature=youtu.be

[1] https://www.youtube.com/watch?v=fEAbR5sLwWE&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790

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



Top Hashtags in Tweet in G1:
[11] dataweekdc
[11] dataviz
[10] datascience
[10] va
[10] usa
[10] canada
[7] data
[2] lgbtq

Top Hashtags in Tweet in G2:
[1] duboischallenge2022

Top Words
Top Words in Tweet in Entire Graph:
[59] datacommunitydc
[36] this0499154500
[34] sorishapragyan
[31] cvanderwaart
[31] omanojkumar
[30] prabhat06661337
[29] reginaoak
[29] jomoworks
[25] data
[22] community

Top Words in Tweet in G1:
[30] datacommunitydc
[17] this0499154500
[16] waltera87905258
[15] sorishapragyan
[13] cvanderwaart
[13] omanojkumar
[13] prabhat06661337
[12] nodexl
[12] reginaoak
[11] jomoworks

Top Words in Tweet in G2:
[20] data
[20] community
[18] dc
[18] newsletter
[5] march
[4] meetup
[4] february
[4] april
[4] datacommunitydc
[3] 28th

Top Words in Tweet in G3:
[19] datacommunitydc
[18] this0499154500
[18] sorishapragyan
[18] omanojkumar
[17] cvanderwaart
[17] reginaoak
[17] prabhat06661337
[17] jomoworks
[12] tudo
[11] gaytascience

Top Words in Tweet in G5:
[4] datacommunitydc
[2] help
[2] build
[2] community
[2] data
[2] capacity
[2] bcbsncfound
[2] data_platforms
[2] comdatasci

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

Top Word Pairs in Tweet in G1:
[12] datacommunitydc,nodexl
[10] waltera87905258,cvanderwaart
[10] top,hashtags
[10] #datascience,#va
[10] #va,#usa
[10] #usa,#canada
[9] nodexl,waltera87905258
[9] hashtags,#dataviz
[9] #dataviz,#dataweekdc
[9] #dataweekdc,#datascience

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

Top Word Pairs in Tweet in G3:
[11] cvanderwaart,datacommunitydc
[11] datacommunitydc,this0499154500
[11] this0499154500,sorishapragyan
[11] sorishapragyan,reginaoak
[11] reginaoak,gaytascience
[11] gaytascience,prabhat06661337
[11] prabhat06661337,omanojkumar
[11] omanojkumar,jomoworks
[7] omanojkumar,datadrivenangel
[6] this0499154500,datacommunitydc

Top Word Pairs in Tweet in G5:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@sorishapragyan
@omanojkumar
@prabhat06661337
@reginaoak
@jomoworks
@this0499154500
@cvanderwaart
@gaytascience
@waltera87905258

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

Top Mentioned in G2:
@datacommunitydc
@getdbt
@banjtheman
@datacommunitypl
@c_ononikpo
@coworkwithco
@raydistributed

Top Mentioned in G3:
@datacommunitydc
@sorishapragyan
@omanojkumar
@reginaoak
@prabhat06661337
@jomoworks
@this0499154500
@gaytascience
@datadrivenangel
@cvanderwaart

Top Mentioned in G4:
@blkindata
@wimlds_dc
@womenwhocodedc
@sadiecollective
@rladiesdc
@blacktides1
@r_lgbtq
@datacommunitydc
@_lxai
@black_in_ai

Top Mentioned in G5:
@datacommunitydc
@bcbsncfound
@data_platforms
@comdatasci
@this0499154500
@waltera87905258
@cvanderwaart
@sorishapragyan
@thi
@jomoworks

Top Mentioned in G6:
@jessicahullman
@usafacts
@datacommunitydc

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@omanojkumar
@paasdev
@camillekennerly
@hrc
@sibinmohan
@reginaoak
@sorishapragyan
@waltera87905258
@this0499154500

Top Tweeters in G1:
@fabriciosx
@omanojkumar
@hrc
@sibinmohan
@this0499154500
@gaytascience
@discdiver
@datadrivenangel
@da
@datavizdc

Top Tweeters in G2:
@paasdev
@datacommunitydc
@2twitme
@aldatavizguy
@ajstarks
@datacommunitypl
@raydistributed
@getdbt
@banjtheman
@c_ononikpo

Top Tweeters in G3:
@camillekennerly
@waltera87905258
@ddlovato
@rachelzoe
@mathematicanow
@camila_cabello
@thecamiladaily
@allitorban
@revolution961
@camila_gallery

Top Tweeters in G4:
@black_in_ai
@_lxai
@sadiecollective
@womenwhocodedc
@blacktides1
@blkindata
@cvanderwaart
@rladiesdc
@wimlds_dc

Top Tweeters in G5:
@reginaoak
@jomoworks
@bcbsncfound
@comdatasci
@data_platforms
@thi

Top Tweeters in G6:
@sorishapragyan
@usafacts
@jessicahullman
@amandacox