datacommunitydc, Twitter, 3/22/2022 6:03:45 AM, 273442


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datacommunitydc_2022-03-21_23-00-40.xlsx
datacommunitydc_2022-03-21_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3N8WG2q
@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, 22 March 2022 at 06:00 UTC.

The requested start date was Tuesday, 22 March 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 105-day, 1-hour, 59-minute period from Sunday, 05 December 2021 at 14:59 UTC to Sunday, 20 March 2022 at 16:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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 : 63
Edges With Duplicates : 338
Total Edges : 401
Number of Edge Types : 5
Mentions : 235
Replies to : 21
Retweet : 18
MentionsInRetweet : 109
Tweet : 18
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0689655172413793
Reciprocated Edge Ratio : 0.129032258064516
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 401
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.578402
Graph Density : 0.0350678733031674
Modularity : 0.13286
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, 22 March 2022 at 06:00 UTC.

The requested start date was Tuesday, 22 March 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 105-day, 1-hour, 59-minute period from Sunday, 05 December 2021 at 14:59 UTC to Sunday, 20 March 2022 at 16:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271546
[2] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.meetup.com/DataOpsDC/events/284029558/
[1] https://www.meetup.com/Data-Visualization-DC/events/283013213/
[1] https://youtu.be/gXiRf03AyOU
[1] https://www.gaytascience.com/dataweekdc2019/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://www.youtube.com/watch?v=zY5nYmTUfnQ&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://www.gaytascience.com/dataweekdc2019/

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=lN60upFRMsU&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 G3:
[1] https://www.meetup.com/DataOpsDC/events/284029558/
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=3f9cabf132
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248677
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248681
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248689
[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

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271546
[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 G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272790

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] dataviz
[14] dataweekdc
[13] datascience
[13] va
[9] usa
[9] canada
[4] data
[2] brasil
[2] europe
[2] europe1



Top Hashtags in Tweet in G1:
[1] dataweekdc
[1] lgbtq

Top Hashtags in Tweet in G2:
[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 G3:
[1] dataviz

Top Hashtags in Tweet in G4:
[7] dataweekdc
[7] datascience
[7] va
[7] dataviz
[5] usa
[5] canada
[4] data

Top Words
Top Words in Tweet in Entire Graph:
[59] datacommunitydc
[41] this0499154500
[39] waltera87905258
[39] sorishapragyan
[27] cjsaysthis
[27] discdiver
[25] omanojkumar
[23] allitorban
[20] prabhat06661337
[20] mathematicanow

Top Words in Tweet in G1:
[2] r_lgbtq
[2] hrc
[2] foundation
[2] datacommunitydc
[2] research

Top Words in Tweet in G2:
[17] datacommunitydc
[16] sorishapragyan
[16] this0499154500
[16] omanojkumar
[13] datadrivenangel
[10] discdiver
[10] cjsaysthis
[10] allitorban
[10] mathematicanow
[9] waltera87905258

Top Words in Tweet in G3:
[16] data
[16] community
[16] dc
[16] newsletter
[5] january
[4] december
[4] february
[3] meetup
[3] march
[2] 7th

Top Words in Tweet in G4:
[34] datacommunitydc
[29] waltera87905258
[24] this0499154500
[22] sorishapragyan
[17] discdiver
[17] cjsaysthis
[13] allitorban
[11] nodexl
[11] prabhat06661337
[10] mathematicanow

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:
[25] sorishapragyan,discdiver
[25] discdiver,cjsaysthis
[23] this0499154500,allitorban
[19] datacommunitydc,sorishapragyan
[17] omanojkumar,datadrivenangel
[16] data,community
[16] community,dc
[16] dc,newsletter
[14] mathematicanow,omanojkumar
[14] cjsaysthis,this0499154500

Top Word Pairs in Tweet in G1:
[2] hrc,foundation

Top Word Pairs in Tweet in G2:
[13] omanojkumar,datadrivenangel
[10] sorishapragyan,discdiver
[10] discdiver,cjsaysthis
[10] this0499154500,allitorban
[10] mathematicanow,omanojkumar
[8] datacommunitydc,sorishapragyan
[6] cjsaysthis,this0499154500
[6] #dataweekdc,#datascience
[6] #va,#dataviz
[6] this0499154500,datacommunitydc

Top Word Pairs in Tweet in G3:
[16] data,community
[16] community,dc
[16] dc,newsletter
[5] newsletter,january
[4] newsletter,december
[4] newsletter,february
[3] newsletter,march
[2] video,recording
[2] recording,future
[2] future,dataviz

Top Word Pairs in Tweet in G4:
[15] sorishapragyan,discdiver
[15] discdiver,cjsaysthis
[13] this0499154500,allitorban
[12] waltera87905258,datacommunitydc
[11] datacommunitydc,nodexl
[11] datacommunitydc,sorishapragyan
[9] nodexl,datacommunitydc
[8] cjsaysthis,this0499154500
[7] datacommunitydc,waltera87905258
[7] waltera87905258,this0499154500

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:
@sorishapragyan
@datacommunitydc
@this0499154500
@waltera87905258
@cjsaysthis
@discdiver
@omanojkumar
@allitorban
@prabhat06661337
@mathematicanow

Top Mentioned in G1:
@r_lgbtq
@datacommunitydc
@hrc
@charliehollisw
@blkindata
@wimlds_dc
@womenwhocodedc
@sadiecollective
@rladiesdc
@blacktides1

Top Mentioned in G2:
@sorishapragyan
@omanojkumar
@datadrivenangel
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@mathematicanow
@waltera87905258
@prabhat06661337

Top Mentioned in G3:
@getdbt
@banjtheman
@rtkrum
@datacommunitydc
@districtdatalab

Top Mentioned in G4:
@datacommunitydc
@this0499154500
@sorishapragyan
@waltera87905258
@discdiver
@cjsaysthis
@allitorban
@prabhat06661337
@mathematicanow
@omanojkumar

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
@camillekennerly
@hrc
@reginaoak
@policia
@sibinmohan
@policiacivilrs
@sorishapragyan
@ddlovato

Top Tweeters in G1:
@hrc
@black_in_ai
@_lxai
@gaytascience
@womenwhocodedc
@sadiecollective
@blacktides1
@blkindata
@cvanderwaart
@rladiesdc

Top Tweeters in G2:
@camillekennerly
@policia
@policiacivilrs
@ddlovato
@waltera87905258
@rachelzoe
@camila_cabello
@mathematicanow
@policiafederal
@thecamiladaily

Top Tweeters in G3:
@datacommunitydc
@rtkrum
@georgetownpdc
@districtdatalab
@getdbt
@banjtheman
@datavizdc
@prabhat06661337

Top Tweeters in G4:
@fabriciosx
@omanojkumar
@sibinmohan
@this0499154500
@discdiver
@datadrivenangel
@da
@cjsaysthis

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

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


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