datacommunitydc, Twitter, 11/29/2022 7:23:58 AM, 285104


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datacommunitydc_2022-11-28_23-00-00.xlsx
datacommunitydc_2022-11-28_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3ENhdWJ
@datacommunitydc
@this0499154500
@getmodzy
@efeofficial_01
@_lxai
@travelingali
@thequeermudgeon
@coformaco
@lulasan93027082
@kiarraautrey13

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

Description:
Description
The graph represents a network of 38 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, 29 November 2022 at 07:00 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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, 8-hour, 3-minute period from Monday, 01 August 2022 at 15:26 UTC to Sunday, 13 November 2022 at 23:29 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 : 38
Unique Edges : 46
Edges With Duplicates : 56
Total Edges : 102
Number of Edge Types : 5
Mentions : 62
Replies to : 5
MentionsInRetweet : 16
Tweet : 14
Retweet : 5
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0158730158730159
Reciprocated Edge Ratio : 0.03125
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 102
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.698061
Graph Density : 0.0455192034139403
Modularity : 0.389009
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 38 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, 29 November 2022 at 07:00 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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, 8-hour, 3-minute period from Monday, 01 August 2022 at 15:26 UTC to Sunday, 13 November 2022 at 23:29 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://t.me/sportsmania_bsc
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248864
[2] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248860
[2] https://www.meetup.com/washington-dc-mlops-community/events/288156912?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link
[1] https://www.pinksale.finance/launchpad/0x56637eCc1ee0C0fb786378101560b080c5052587?chain=BSC
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282307
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281415
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280576
[1] https://careers.wmata.com:443/
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248892

Top URLs in Tweet in G1:
[1] https://careers.wmata.com:443/

Top URLs in Tweet in G2:
[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://t.me/sportsmania_bsc
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248892
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248836
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248840
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248844
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248848
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248852
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248856

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282307
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280576
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281415

Top URLs in Tweet in G4:
[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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] datascience
[3] dataviz
[3] dataweekdc
[3] va
[3] usa
[3] canada
[3] data
[3] lgbtq
[2] sporting
[2] worldcup



Top Hashtags in Tweet in G2:
[2] sporting
[2] worldcup
[1] bsc
[1] footballliveshere
[1] blockchain
[1] cryptocurrency
[1] cryptomarket
[1] football
[1] octopus
[1] bsc_gem

Top Hashtags in Tweet in G3:
[3] datascience
[3] dataviz
[3] dataweekdc
[3] va
[3] usa
[3] canada
[3] data
[3] lgbtq
[1] statistics
[1] ml

Top Hashtags in Tweet in G4:
[2] mlops
[2] dctech
[2] dmvtech

Top Hashtags in Tweet in G5:
[1] tableau
[1] datascience
[1] datascientist

Top Words
Top Words in Tweet in Entire Graph:
[20] dc
[19] data
[18] datacommunitydc
[16] newsletter
[16] community
[8] september
[6] join
[5] october
[5] r_lgbtq
[4] beer

Top Words in Tweet in G1:
[3] wimlds_dc
[3] datacommunitydc
[3] r_lgbtq
[3] rladiesdc
[3] womenwhocodedc
[3] blkindata
[3] _lxai
[3] sadiecollective
[3] blacktides1
[2] black_in_ai

Top Words in Tweet in G2:
[16] data
[16] community
[16] newsletter
[16] dc
[8] september
[6] datacommunitydc
[5] october
[3] pinksale
[3] 19th
[3] 00utc

Top Words in Tweet in G3:
[6] datacommunitydc
[3] #dataweekdc
[3] #dataviz
[3] #va
[3] nodexl
[3] #lgbtq
[3] #datascience
[3] rstudio
[3] #canada
[3] hashtags

Top Words in Tweet in G4:
[5] join
[4] arlington
[4] dc
[4] meetup
[4] beer
[4] garden
[4] continental
[4] mlopscommunity
[4] 5pm
[3] thursday's

Top Words in Tweet in G5:
[2] tableau
[2] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] community,dc
[16] dc,newsletter
[16] data,community
[7] newsletter,september
[5] newsletter,october
[4] arlington,join
[4] 5pm,continental
[4] continental,beer
[4] beer,garden
[4] meetup,5pm

Top Word Pairs in Tweet in G1:
[3] blacktides1,r_lgbtq
[3] r_lgbtq,datacommunitydc
[3] rladiesdc,blacktides1
[3] datacommunitydc,_lxai
[3] wimlds_dc,womenwhocodedc
[3] womenwhocodedc,sadiecollective
[3] sadiecollective,rladiesdc
[3] blkindata,wimlds_dc
[2] _lxai,black_in_ai

Top Word Pairs in Tweet in G2:
[16] dc,newsletter
[16] data,community
[16] community,dc
[7] newsletter,september
[5] newsletter,october
[3] newsletter,august
[2] datacommunitydc,data
[2] safu,kyc
[2] september,12th
[2] september,26th

Top Word Pairs in Tweet in G3:
[3] #va,#usa
[3] #canada,#data
[3] #datascience,#dataviz
[3] hashtags,#datascience
[3] nodexl,this0499154500
[3] datacommunitydc,nodexl
[3] #data,#lgbtq
[3] #dataviz,#dataweekdc
[3] #usa,#canada
[3] #dataweekdc,#va

Top Word Pairs in Tweet in G4:
[4] garden,arlington
[4] dc,meetup
[4] arlington,join
[4] meetup,5pm
[4] 5pm,continental
[4] mlopscommunity,dc
[4] beer,garden
[4] continental,beer
[3] thursday's,inaugural
[3] inaugural,mlopscommunity

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

Top Replied-To in G1:
@blkindata

Top Replied-To in G2:
@datacommunitydc

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@r_lgbtq
@_lxai
@mlopscommunity
@this0499154500
@getmodzy
@travelingali
@wahalulu
@rstudio
@wimlds_dc

Top Mentioned in G1:
@wimlds_dc
@womenwhocodedc
@sadiecollective
@rladiesdc
@blacktides1
@r_lgbtq
@datacommunitydc
@_lxai
@black_in_ai
@thequeermudgeon

Top Mentioned in G2:
@datacommunitydc
@sportsmania_bsc
@jaredcunha
@hexagonux

Top Mentioned in G3:
@this0499154500
@datacommunitydc
@travelingali
@wahalulu
@rstudio
@coformaco
@r_lgbtq
@aldatavizguy
@datadrivenangel
@c_ononikpo

Top Mentioned in G4:
@mlopscommunity
@dctechmeetup
@dcpython
@datacommunitydc
@getmodzy

Top Mentioned in G5:
@data_biz
@datacommunitydc
@tableau
@tableaupublic

Top Tweeters
Top Tweeters in Entire Graph:
@ricardo_ik_ahau
@pyscalellc
@4constellation
@tableau
@this0499154500
@jaredcunha
@heather_1g1
@datacommunitydc
@aldatavizguy
@black_in_ai

Top Tweeters in G1:
@black_in_ai
@_lxai
@sadiecollective
@blacktides1
@womenwhocodedc
@travelingali
@blkindata
@thequeermudgeon
@black
@r_lgbtq

Top Tweeters in G2:
@4constellation
@jaredcunha
@heather_1g1
@datacommunitydc
@hexagonux
@lulasan93027082
@kiarraautrey13
@coformaco
@sportsmania_bsc

Top Tweeters in G3:
@pyscalellc
@this0499154500
@aldatavizguy
@rstudio
@datadrivenangel
@wahalulu
@c_ononikpo

Top Tweeters in G4:
@ricardo_ik_ahau
@dctechmeetup
@mlopscommunity
@getmodzy
@dcpython
@kirstenelloyd

Top Tweeters in G5:
@tableau
@tableaupublic
@data_biz
@efeofficial_01


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