datacommunitydc, Twitter, 7/12/2022 6:08:22 AM, 279427


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datacommunitydc_2022-07-11_23-00-00.xlsx
datacommunitydc_2022-07-11_23-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 12, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3NTUxqs
@this0499154500
@wahalulu
@aldatavizguy
@datacommunitydc
@c_ononikpo
@datadrivenangel
@2twitme
@rstudio
@cvanderwaart
@raydistributed

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

Description:
Description
The graph represents a network of 25 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, 12 July 2022 at 06:00 UTC.

The requested start date was Tuesday, 12 July 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 97-day, 15-hour, 59-minute period from Sunday, 03 April 2022 at 20:59 UTC to Sunday, 10 July 2022 at 12:59 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 : 25
Unique Edges : 17
Edges With Duplicates : 107
Total Edges : 124
Number of Edge Types : 5
Mentions : 101
Tweet : 15
Retweet : 3
MentionsInRetweet : 4
Replies to : 1
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 124
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.3808
Graph Density : 0.0516666666666667
Modularity : 0.173907
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 25 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, 12 July 2022 at 06:00 UTC.

The requested start date was Tuesday, 12 July 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 97-day, 15-hour, 59-minute period from Sunday, 03 April 2022 at 20:59 UTC to Sunday, 10 July 2022 at 12:59 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:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278425
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277825
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276964
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275068
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274735
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274337
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248820

Top URLs in Tweet in G1:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278289
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278425
[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=275068
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276005
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276964
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277401
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277825

Top URLs in Tweet in G2:
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248820
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248752
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248764
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248768
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248772
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248776
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248780
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248788
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248792
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248796

Top URLs in Tweet in G3:
[1] https://www.rstudio.com/conference/
[1] https://kdd.org/kdd2022/
[1] https://ww2.amstat.org/meetings/jsm/2022/index.cfm

Top URLs in Tweet in G4:
[1] https://twitter.com/ajstarks/status/1524913259664805888

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] datascience
[11] dataviz
[10] dataweekdc
[10] va
[10] usa
[10] canada
[10] data
[5] lgbtq
[3] statistics
[3] ml



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

Top Hashtags in Tweet in G2:
[1] dataviz

Top Hashtags in Tweet in G3:
[3] datascience
[3] statistics
[3] ml
[1] rstats
[1] datadc

Top Hashtags in Tweet in G4:
[1] duboischallenge2022

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] data,community
[15] community,dc
[15] dc,newsletter
[10] datacommunitydc,nodexl
[10] top,hashtags
[10] #va,#usa
[10] #usa,#canada
[10] #canada,#data
[9] #datascience,#va
[6] gaytascience,aldatavizguy

Top Word Pairs in Tweet in G1:
[10] datacommunitydc,nodexl
[10] top,hashtags
[10] #va,#usa
[10] #usa,#canada
[10] #canada,#data
[9] #datascience,#va
[6] gaytascience,aldatavizguy
[6] #dataweekdc,#dataviz
[6] nodexl,waltera87905258
[6] sorishapragyan,reginaoak

Top Word Pairs in Tweet in G2:
[17] data,community
[15] community,dc
[15] dc,newsletter
[4] newsletter,april
[4] newsletter,june
[2] newsletter,july
[2] hello,data
[2] community,dashboard
[2] dashboard,using
[2] using,microsoft

Top Word Pairs in Tweet in G3:
[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:
@ajstarks

Top Replied-To in G4:
@ajstarks

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@this0499154500
@waltera87905258
@gaytascience
@reginaoak
@jomoworks
@aldatavizguy
@cvanderwaart
@sorishapragyan
@omanojkumar

Top Mentioned in G1:
@datacommunitydc
@this0499154500
@waltera87905258
@gaytascience
@reginaoak
@jomoworks
@aldatavizguy
@cvanderwaart
@sorishapragyan
@omanojkumar

Top Mentioned in G2:
@datacommunitydc
@datacommunitypl
@c_ononikpo
@datavizdc
@raydistributed

Top Mentioned in G3:
@rstudio
@wahalulu
@sigkdd
@datacommunitydc

Top Mentioned in G4:
@datacommunitydc
@coworkwithco

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@omanojkumar
@rstats4ds
@reginaoak
@sorishapragyan
@this0499154500
@waltera87905258
@datacommunitydc
@2twitme
@aldatavizguy

Top Tweeters in G1:
@omanojkumar
@reginaoak
@sorishapragyan
@this0499154500
@waltera87905258
@gaytascience
@jomoworks
@cvanderwaart
@r_lgbtq
@prabhat06661337

Top Tweeters in G2:
@datacommunitydc
@2twitme
@datadrivenangel
@datacommunitypl
@raydistributed
@datavizdc
@c_ononikpo

Top Tweeters in G3:
@rstatstweet
@rstats4ds
@rstudio
@wahalulu
@sigkdd

Top Tweeters in G4:
@aldatavizguy
@ajstarks
@coworkwithco