datacommunitydc, Twitter, 5/10/2022 6:02:17 AM, 276005


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datacommunitydc_2022-05-09_23-00-00.xlsx
datacommunitydc_2022-05-09_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/397b3ov
@waltera87905258
@cvanderwaart
@this0499154500
@datacommunitydc
@sorishapragyan
@reginaoak
@gaytascience
@omanojkumar
@jomoworks
@r_lgbtq

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

Description:
Description
The graph represents a network of 46 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, 10 May 2022 at 06:00 UTC.

The requested start date was Tuesday, 10 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 90-day, 23-hour, 0-minute period from Sunday, 06 February 2022 at 17:59 UTC to Sunday, 08 May 2022 at 16:59 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 : 46
Unique Edges : 57
Edges With Duplicates : 288
Total Edges : 345
Number of Edge Types : 5
Mentions : 256
MentionsInRetweet : 46
Tweet : 15
Retweet : 8
Replies to : 20
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0657894736842105
Reciprocated Edge Ratio : 0.123456790123457
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 345
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.499055
Graph Density : 0.0391304347826087
Modularity : 0.13373
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 46 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, 10 May 2022 at 06:00 UTC.

The requested start date was Tuesday, 10 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 90-day, 23-hour, 0-minute period from Sunday, 06 February 2022 at 17:59 UTC to Sunday, 08 May 2022 at 16:59 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=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
[1] https://www.youtube.com/watch?v=FSY42jtnLkQ&feature=youtu.be


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=275068
[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://twitter.com/DataCommunityDC/status/1495473148459982857

Top URLs in Tweet in G2:
[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 G4:
[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 G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] dataweekdc
[8] dataviz
[8] datascience
[8] va
[8] usa
[8] canada
[5] data
[1] lgbtq



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

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

Top Words
Top Words in Tweet in Entire Graph:
[51] datacommunitydc
[34] this0499154500
[32] sorishapragyan
[30] prabhat06661337
[29] cvanderwaart
[29] omanojkumar
[27] reginaoak
[27] jomoworks
[18] data
[17] waltera87905258

Top Words in Tweet in G1:
[24] datacommunitydc
[15] this0499154500
[14] waltera87905258
[13] sorishapragyan
[13] prabhat06661337
[11] cvanderwaart
[11] omanojkumar
[10] nodexl
[10] reginaoak
[9] jomoworks

Top Words in Tweet in G2:
[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 G4:
[15] data
[15] community
[15] dc
[15] newsletter
[5] march
[4] february
[4] april
[3] 28th
[2] 7th
[2] 14th

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:
[19] datacommunitydc,this0499154500
[17] cvanderwaart,datacommunitydc
[17] this0499154500,sorishapragyan
[17] sorishapragyan,reginaoak
[17] reginaoak,gaytascience
[17] gaytascience,prabhat06661337
[17] prabhat06661337,omanojkumar
[16] omanojkumar,jomoworks
[15] data,community
[15] community,dc

Top Word Pairs in Tweet in G1:
[10] datacommunitydc,nodexl
[9] waltera87905258,cvanderwaart
[8] datacommunitydc,this0499154500
[8] top,hashtags
[8] hashtags,#dataviz
[8] #dataviz,#dataweekdc
[8] #dataweekdc,#datascience
[8] #datascience,#va
[8] #va,#usa
[8] #usa,#canada

Top Word Pairs in Tweet in G2:
[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 G4:
[15] data,community
[15] community,dc
[15] dc,newsletter
[5] newsletter,march
[4] newsletter,february
[4] newsletter,april
[2] march,28th
[2] hrc,foundation

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
@prabhat06661337
@omanojkumar
@reginaoak
@jomoworks
@this0499154500
@cvanderwaart
@gaytascience
@waltera87905258

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

Top Mentioned in G2:
@datacommunitydc
@sorishapragyan
@omanojkumar
@reginaoak
@prabhat06661337
@jomoworks
@this0499154500
@gaytascience
@datadrivenangel
@cvanderwaart

Top Mentioned in G3:
@blkindata
@wimlds_dc
@womenwhocodedc
@sadiecollective
@rladiesdc
@blacktides1
@r_lgbtq
@datacommunitydc
@_lxai
@black_in_ai

Top Mentioned in G4:
@datacommunitydc
@getdbt
@banjtheman
@r_lgbtq
@hrc
@charliehollisw

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
@sibinmohan
@this0499154500
@discdiver
@datadrivenangel
@da
@thi
@cjsaysthis
@prabhat06661337

Top Tweeters in G2:
@camillekennerly
@waltera87905258
@ddlovato
@rachelzoe
@mathematicanow
@camila_cabello
@thecamiladaily
@allitorban
@revolution961
@camila_gallery

Top Tweeters in G3:
@black_in_ai
@_lxai
@sadiecollective
@womenwhocodedc
@blacktides1
@blkindata
@cvanderwaart
@rladiesdc
@wimlds_dc

Top Tweeters in G4:
@paasdev
@hrc
@datacommunitydc
@gaytascience
@getdbt
@banjtheman
@r_lgbtq
@charliehollisw

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

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