datacommunitydc, Twitter, 10/4/2022 6:06:32 PM, 282307


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datacommunitydc_2022-10-03_23-00-00.xlsx
datacommunitydc_2022-10-03_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3SCXsXB
@this0499154500
@datacommunitydc
@getmodzy
@travelingali
@wahalulu
@coformaco
@_lxai
@thequeermudgeon
@rstudio
@r_lgbtq

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

Description:
Description
The graph represents a network of 42 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, 04 October 2022 at 06:00 UTC.

The requested start date was Tuesday, 04 October 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 123-day, 5-hour, 4-minute period from Wednesday, 01 June 2022 at 10:48 UTC to Sunday, 02 October 2022 at 15:52 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 : 42
Unique Edges : 48
Edges With Duplicates : 110
Total Edges : 158
Number of Edge Types : 5
Retweet : 8
MentionsInRetweet : 25
Mentions : 104
Replies to : 2
Tweet : 19
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.028169014084507
Reciprocated Edge Ratio : 0.0547945205479452
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 158
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.681406
Graph Density : 0.0423925667828107
Modularity : 0.315544
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 42 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, 04 October 2022 at 06:00 UTC.

The requested start date was Tuesday, 04 October 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 123-day, 5-hour, 4-minute period from Wednesday, 01 June 2022 at 10:48 UTC to Sunday, 02 October 2022 at 15:52 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:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248860
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248864
[2] https://www.meetup.com/washington-dc-mlops-community/events/288156912?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279427
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[1] https://careers.wmata.com:443/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280576
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281415
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278425
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277825

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279427
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280576
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277825
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278425
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281415

Top URLs in Tweet in G2:
[1] https://careers.wmata.com:443/

Top URLs in Tweet in G3:
[2] https://www.meetup.com/washington-dc-mlops-community/events/288156912?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link

Top URLs in Tweet in G4:
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248860
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248864
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248872
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248800
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248804
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248808
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248812
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=531b808b24
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248820
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248824

Top URLs in Tweet in G5:
[1] https://www.rstudio.com/conference/
[1] https://kdd.org/kdd2022/
[1] https://ww2.amstat.org/meetings/jsm/2022/index.cfm

Top Domains
Top Domains in Tweet in Entire Graph:
[20] mailchi.mp
[9] nodexlgraphgallery.org
[3] meetup.com
[1] wmata.com
[1] campaign-archive.com
[1] rstudio.com
[1] kdd.org
[1] amstat.org

Top Domains in Tweet in G1:
[9] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[1] wmata.com

Top Domains in Tweet in G3:
[2] meetup.com

Top Domains in Tweet in G4:
[20] mailchi.mp
[1] campaign-archive.com
[1] meetup.com

Top Domains in Tweet in G5:
[1] rstudio.com
[1] kdd.org
[1] amstat.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] datascience
[8] dataviz
[8] dataweekdc
[8] va
[8] usa
[8] canada
[8] data
[7] lgbtq
[3] statistics
[3] ml



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

Top Hashtags in Tweet in G3:
[2] mlops
[2] dctech
[2] dmvtech

Top Hashtags in Tweet in G4:
[1] design
[1] engineering

Top Hashtags in Tweet in G5:
[3] datascience
[3] statistics
[3] ml
[1] rstats
[1] datadc

Top Words
Top Words in Tweet in Entire Graph:
[28] dc
[27] datacommunitydc
[22] data
[21] community
[21] newsletter
[11] #datascience
[10] this0499154500
[9] nodexl
[9] aldatavizguy
[8] september

Top Words in Tweet in G1:
[18] datacommunitydc
[10] this0499154500
[9] nodexl
[9] aldatavizguy
[8] c_ononikpo
[8] top
[8] hashtags
[8] #datascience
[8] #dataviz
[8] #dataweekdc

Top Words in Tweet in G2:
[3] blkindata
[3] wimlds_dc
[3] womenwhocodedc
[3] sadiecollective
[3] rladiesdc
[3] blacktides1
[3] r_lgbtq
[3] datacommunitydc
[3] _lxai
[2] black_in_ai

Top Words in Tweet in G3:
[5] join
[4] mlopscommunity
[4] dc
[4] meetup
[4] 5pm
[4] continental
[4] beer
[4] garden
[4] arlington
[3] miss

Top Words in Tweet in G4:
[21] data
[21] community
[21] dc
[21] newsletter
[8] september
[4] june
[4] july
[4] august
[3] datacommunitydc
[2] 19th

Top Words in Tweet in G5:
[3] wow
[3] realized
[3] dc
[3] place
[3] summer
[3] #datascience
[3] #statistics
[3] #ml
[3] rstudio
[3] conf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] data,community
[21] community,dc
[21] dc,newsletter
[9] datacommunitydc,nodexl
[8] top,hashtags
[8] #va,#usa
[8] #usa,#canada
[8] #canada,#data
[7] newsletter,september
[7] #data,#lgbtq

Top Word Pairs in Tweet in G1:
[9] datacommunitydc,nodexl
[8] top,hashtags
[8] #va,#usa
[8] #usa,#canada
[8] #canada,#data
[7] #data,#lgbtq
[6] nodexl,this0499154500
[5] datadrivenangel,c_ononikpo
[5] gaytascience,aldatavizguy
[5] #dataweekdc,#dataviz

Top Word Pairs in Tweet in G2:
[3] blkindata,wimlds_dc
[3] wimlds_dc,womenwhocodedc
[3] womenwhocodedc,sadiecollective
[3] sadiecollective,rladiesdc
[3] rladiesdc,blacktides1
[3] blacktides1,r_lgbtq
[3] r_lgbtq,datacommunitydc
[3] datacommunitydc,_lxai
[2] _lxai,black_in_ai

Top Word Pairs in Tweet in G3:
[4] mlopscommunity,dc
[4] dc,meetup
[4] meetup,5pm
[4] 5pm,continental
[4] continental,beer
[4] beer,garden
[4] garden,arlington
[4] arlington,join
[3] miss,thursday's
[3] thursday's,inaugural

Top Word Pairs in Tweet in G4:
[21] data,community
[21] community,dc
[21] dc,newsletter
[7] newsletter,september
[4] newsletter,june
[4] newsletter,july
[4] newsletter,august
[2] datacommunitydc,data
[2] september,19th
[2] september,26th

Top Word Pairs in Tweet in G5:
[3] wow,realized
[3] realized,dc
[3] dc,place
[3] place,summer
[3] summer,#datascience
[3] #datascience,#statistics
[3] #statistics,#ml
[3] #ml,rstudio
[3] rstudio,conf
[2] wahalulu,wow

Top Replied-To
Top Replied-To in Entire Graph:
@blkindata

Top Replied-To in G2:
@blkindata

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@this0499154500
@aldatavizguy
@c_ononikpo
@wahalulu
@datadrivenangel
@rstudio
@waltera87905258
@gaytascience
@reginaoak

Top Mentioned in G1:
@this0499154500
@datacommunitydc
@aldatavizguy
@c_ononikpo
@datadrivenangel
@wahalulu
@waltera87905258
@reginaoak
@gaytascience
@jomoworks

Top Mentioned in G2:
@wimlds_dc
@womenwhocodedc
@sadiecollective
@rladiesdc
@blacktides1
@r_lgbtq
@datacommunitydc
@_lxai
@black_in_ai
@thequeermudgeon

Top Mentioned in G3:
@mlopscommunity
@dctechmeetup
@dcpython
@datacommunitydc
@getmodzy

Top Mentioned in G4:
@datacommunitydc
@jaredcunha
@hexagonux

Top Mentioned in G5:
@rstudio
@wahalulu
@sigkdd
@datacommunitydc

Top Tweeters
Top Tweeters in Entire Graph:
@ricardo_ik_ahau
@rstatstweet
@pyscalellc
@omanojkumar
@rstats4ds
@4constellation
@reginaoak
@sorishapragyan
@this0499154500
@waltera87905258

Top Tweeters in G1:
@pyscalellc
@omanojkumar
@reginaoak
@sorishapragyan
@this0499154500
@waltera87905258
@2twitme
@aldatavizguy
@gaytascience
@jomoworks

Top Tweeters in G2:
@black_in_ai
@_lxai
@sadiecollective
@blacktides1
@womenwhocodedc
@travelingali
@blkindata
@thequeermudgeon
@black
@r_lgbtq

Top Tweeters in G3:
@ricardo_ik_ahau
@dctechmeetup
@mlopscommunity
@getmodzy
@dcpython
@kirstenelloyd

Top Tweeters in G4:
@4constellation
@jaredcunha
@datacommunitydc
@hexagonux
@coformaco

Top Tweeters in G5:
@rstatstweet
@rstats4ds
@rstudio
@wahalulu
@sigkdd


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