datacommunitydc, Twitter, 4/5/2022 6:03:12 AM, 274337


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datacommunitydc_2022-04-04_23-00-40.xlsx
datacommunitydc_2022-04-04_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3DEas8W
@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 53 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, 05 April 2022 at 06:00 UTC.

The requested start date was Tuesday, 05 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 119-day, 5-hour, 59-minute period from Sunday, 05 December 2021 at 14:59 UTC to Sunday, 03 April 2022 at 20:59 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 : 53
Unique Edges : 63
Edges With Duplicates : 468
Total Edges : 531
Number of Edge Types : 5
Mentions : 342
Replies to : 31
Retweet : 20
MentionsInRetweet : 118
Tweet : 20
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0666666666666667
Reciprocated Edge Ratio : 0.125
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 53
Maximum Edges in a Connected Component : 531
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.541118
Graph Density : 0.034833091436865
Modularity : 0.102062
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 53 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, 05 April 2022 at 06:00 UTC.

The requested start date was Tuesday, 05 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 119-day, 5-hour, 59-minute period from Sunday, 05 December 2021 at 14:59 UTC to Sunday, 03 April 2022 at 20:59 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

[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://youtu.be/gXiRf03AyOU
[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:
[2] https://www.youtube.com/watch?v=a4E0cJFD1yA&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

[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=-FzsGxdH2J4&feature=youtu.be

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


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://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

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=273442
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273954
[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 URLs in Tweet in G7:
[1] https://www.gaytascience.com/dataweekdc2019/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] dataviz
[16] dataweekdc
[15] datascience
[15] va
[11] usa
[11] canada
[6] 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:
[1] dataviz

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

Top Hashtags in Tweet in G7:
[1] dataweekdc
[1] lgbtq

Top Words
Top Words in Tweet in Entire Graph:
[76] datacommunitydc
[55] this0499154500
[53] sorishapragyan
[43] waltera87905258
[39] omanojkumar
[34] prabhat06661337
[27] cjsaysthis
[27] discdiver
[26] cvanderwaart
[24] jomoworks

Top Words in Tweet in G1:
[28] datacommunitydc
[27] sorishapragyan
[27] this0499154500
[27] omanojkumar
[20] prabhat06661337
[17] cvanderwaart
[17] reginaoak
[17] jomoworks
[13] datadrivenangel
[12] tudo

Top Words in Tweet in G2:
[19] data
[19] community
[19] dc
[19] newsletter
[5] january
[5] march
[4] december
[4] february
[3] meetup
[3] 28th

Top Words in Tweet in G4:
[39] datacommunitydc
[32] waltera87905258
[27] this0499154500
[25] sorishapragyan
[17] discdiver
[17] cjsaysthis
[14] prabhat06661337
[13] nodexl
[13] allitorban
[12] omanojkumar

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 Words in Tweet in G7:
[2] hrc
[2] foundation
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] sorishapragyan,discdiver
[25] discdiver,cjsaysthis
[23] this0499154500,allitorban
[19] datacommunitydc,sorishapragyan
[19] data,community
[19] community,dc
[19] dc,newsletter
[17] omanojkumar,datadrivenangel
[16] datacommunitydc,this0499154500
[15] #dataweekdc,#datascience

Top Word Pairs in Tweet in G1:
[13] 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
[10] sorishapragyan,discdiver

Top Word Pairs in Tweet in G2:
[19] data,community
[19] community,dc
[19] dc,newsletter
[5] newsletter,january
[5] newsletter,march
[4] newsletter,december
[4] newsletter,february
[2] march,28th
[2] video,recording
[2] recording,future

Top Word Pairs in Tweet in G4:
[15] sorishapragyan,discdiver
[15] discdiver,cjsaysthis
[13] datacommunitydc,nodexl
[13] this0499154500,allitorban
[12] waltera87905258,datacommunitydc
[11] datacommunitydc,sorishapragyan
[9] nodexl,datacommunitydc
[9] top,hashtags
[9] #dataweekdc,#datascience
[8] cjsaysthis,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 Word Pairs in Tweet in G7:
[2] hrc,foundation

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

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

Top Mentioned in G2:
@datacommunitydc
@getdbt
@banjtheman
@rtkrum
@districtdatalab

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

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

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

Top Mentioned in G6:
@jessicahullman
@usafacts
@datacommunitydc

Top Mentioned in G7:
@r_lgbtq
@hrc
@datacommunitydc
@charliehollisw

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@omanojkumar
@paasdev
@camillekennerly
@hrc
@reginaoak
@policia
@sibinmohan
@policiacivilrs
@sorishapragyan

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

Top Tweeters in G2:
@paasdev
@datacommunitydc
@rtkrum
@georgetownpdc
@districtdatalab
@getdbt
@banjtheman
@datavizdc
@prabhat06661337

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

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

Top Tweeters in G7:
@hrc
@gaytascience
@r_lgbtq
@charliehollisw


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