datacommunitydc, Twitter, 4/19/2022 12:54:12 PM, 275068


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datacommunitydc_2022-04-18_23-00-40.xlsx
datacommunitydc_2022-04-18_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3uUupFB
@waltera87905258
@cvanderwaart
@datacommunitydc
@this0499154500
@sorishapragyan
@reginaoak
@gaytascience
@prabhat06661337
@omanojkumar
@jomoworks

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

Description:
Description
The graph represents a network of 52 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, 19 April 2022 at 06:00 UTC.

The requested start date was Tuesday, 19 April 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 104-day, 22-hour, 59-minute period from Sunday, 02 January 2022 at 17:59 UTC to Sunday, 17 April 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 : 52
Unique Edges : 58
Edges With Duplicates : 433
Total Edges : 491
Number of Edge Types : 5
Mentions : 335
Replies to : 29
MentionsInRetweet : 95
Tweet : 17
Retweet : 15
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0588235294117647
Reciprocated Edge Ratio : 0.111111111111111
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 491
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.544379
Graph Density : 0.0339366515837104
Modularity : 0.106789
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 52 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, 19 April 2022 at 06:00 UTC.

The requested start date was Tuesday, 19 April 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 104-day, 22-hour, 59-minute period from Sunday, 02 January 2022 at 17:59 UTC to Sunday, 17 April 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://www.meetup.com/Data-Visualization-DC/events/283013213/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://www.youtube.com/watch?v=zY5nYmTUfnQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=-FzsGxdH2J4&feature=youtu.be

[1] https://twitter.com/DataCommunityDC/status/1495473148459982857
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270230

Top URLs in Tweet in G1:
[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

[1] https://www.youtube.com/watch?v=FSY42jtnLkQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=5rmuE7czRRI&feature=youtu.be

[1] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.youtube.com/watch?v=-FzsGxdH2J4&feature=youtu.be

[1] https://www.youtube.com/watch?v=zY5nYmTUfnQ&feature=youtu.be


Top URLs in Tweet in G2:
[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=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=269875
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270230
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://twitter.com/DataCommunityDC/status/1495473148459982857

Top URLs in Tweet in G3:
[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-4248693
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248705
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248709
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248713
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248716
[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

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:
[17] dataviz
[17] dataweekdc
[16] datascience
[16] va
[13] usa
[13] canada
[7] data
[2] brasil
[2] europe
[2] europe1



Top Hashtags in Tweet in G1:
[6] dataweekdc
[6] datascience
[6] va
[6] dataviz
[4] usa
[4] canada
[2] dat
[2] brasil
[2] europe
[2] europe1

Top Hashtags in Tweet in G2:
[10] dataviz
[10] dataweekdc
[10] datascience
[10] va
[9] usa
[9] canada
[7] data

Top Hashtags in Tweet in G3:
[1] dataviz
[1] dataweekdc
[1] lgbtq

Top Words
Top Words in Tweet in Entire Graph:
[70] datacommunitydc
[50] this0499154500
[48] sorishapragyan
[38] waltera87905258
[38] omanojkumar
[36] prabhat06661337
[28] cvanderwaart
[26] jomoworks
[26] reginaoak
[20] cjsaysthis

Top Words in Tweet in G1:
[26] datacommunitydc
[25] sorishapragyan
[25] this0499154500
[25] omanojkumar
[20] prabhat06661337
[17] cvanderwaart
[17] reginaoak
[17] jomoworks
[12] tudo
[11] datadrivenangel

Top Words in Tweet in G2:
[36] datacommunitydc
[29] waltera87905258
[24] this0499154500
[22] sorishapragyan
[16] prabhat06661337
[13] omanojkumar
[12] nodexl
[12] discdiver
[12] cjsaysthis
[10] cvanderwaart

Top Words in Tweet in G3:
[17] data
[17] community
[17] dc
[17] newsletter
[5] january
[5] march
[4] february
[3] 28th
[3] april
[2] 7th

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:
[18] datacommunitydc,this0499154500
[18] sorishapragyan,discdiver
[18] discdiver,cjsaysthis
[18] this0499154500,allitorban
[17] data,community
[17] community,dc
[17] dc,newsletter
[16] #dataweekdc,#datascience
[16] cvanderwaart,datacommunitydc
[16] this0499154500,sorishapragyan

Top Word Pairs in Tweet in G1:
[11] omanojkumar,datadrivenangel
[11] cvanderwaart,datacommunitydc
[11] datacommunitydc,this0499154500
[11] this0499154500,sorishapragyan
[11] sorishapragyan,reginaoak
[11] reginaoak,gaytascience
[11] gaytascience,prabhat06661337
[11] prabhat06661337,omanojkumar
[11] omanojkumar,jomoworks
[8] sorishapragyan,discdiver

Top Word Pairs in Tweet in G2:
[12] datacommunitydc,nodexl
[10] waltera87905258,datacommunitydc
[10] top,hashtags
[10] #dataweekdc,#datascience
[10] sorishapragyan,discdiver
[10] discdiver,cjsaysthis
[10] this0499154500,allitorban
[9] #usa,#canada
[8] waltera87905258,cvanderwaart
[7] datacommunitydc,waltera87905258

Top Word Pairs in Tweet in G3:
[17] data,community
[17] community,dc
[17] dc,newsletter
[5] newsletter,january
[5] newsletter,march
[4] newsletter,february
[3] 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
@this0499154500
@omanojkumar
@prabhat06661337
@waltera87905258
@jomoworks
@reginaoak
@cjsaysthis
@discdiver

Top Mentioned in G1:
@sorishapragyan
@omanojkumar
@prabhat06661337
@this0499154500
@datacommunitydc
@reginaoak
@jomoworks
@datadrivenangel
@gaytascience
@discdiver

Top Mentioned in G2:
@datacommunitydc
@waltera87905258
@this0499154500
@sorishapragyan
@prabhat06661337
@omanojkumar
@discdiver
@cjsaysthis
@cvanderwaart
@allitorban

Top Mentioned in G3:
@datacommunitydc
@getdbt
@banjtheman
@r_lgbtq
@hrc
@charliehollisw

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
@policia
@policiacivilrs
@sorishapragyan

Top Tweeters in G1:
@camillekennerly
@policia
@policiacivilrs
@waltera87905258
@ddlovato
@rachelzoe
@camila_cabello
@mathematicanow
@policiafederal
@thecamiladaily

Top Tweeters in G2:
@fabriciosx
@omanojkumar
@sibinmohan
@this0499154500
@georgetownpdc
@districtdatalab
@discdiver
@datadrivenangel
@da
@thi

Top Tweeters in G3:
@paasdev
@hrc
@datacommunitydc
@gaytascience
@getdbt
@banjtheman
@datavizdc
@r_lgbtq
@charliehollisw

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

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


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