datacommunitydc, Twitter, 11/16/2021 6:58:27 AM, 266369


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datacommunitydc_2021-11-15_22-56-00.xlsx
datacommunitydc_2021-11-15_22-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2021
Short Description:
datacommunitydc via NodeXL https://bit.ly/3qJ6ZkW
@datacommunitydc
@sorishapragyan
@discdiver
@cjsaysthis
@allitorban
@mathematicanow
@omanojkumar
@developerbot_v1
@datadrivenangel
@rstatstweet

Top hashtags:
#dataweekdc
#datascience
#data
#hopsworks
#featurestore
#va

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, 16 November 2021 at 06:56 UTC.

The requested start date was Tuesday, 16 November 2021 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 70-day, 1-hour, 0-minute period from Sunday, 05 September 2021 at 13:59 UTC to Sunday, 14 November 2021 at 14:59 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 : 42
Unique Edges : 43
Edges With Duplicates : 72
Total Edges : 115
Number of Edge Types : 5
Retweet : 23
MentionsInRetweet : 36
Mentions : 37
Replies to : 1
Tweet : 18
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.120689655172414
Reciprocated Edge Ratio : 0.215384615384615
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 39
Maximum Edges in a Connected Component : 113
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.76732
Graph Density : 0.037746806039489
Modularity : 0.347977
NodeXL Version : 1.0.1.447
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, 16 November 2021 at 06:56 UTC.

The requested start date was Tuesday, 16 November 2021 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 70-day, 1-hour, 0-minute period from Sunday, 05 September 2021 at 13:59 UTC to Sunday, 14 November 2021 at 14:59 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:
[9] https://www.dataweekdc.com/
[3] https://www.dataweekdc.com/event-calendar
[2] https://www.meetup.com/Data-Visualization-DC/events/278615312/
[1] https://www.youtube.com/watch?v=dGMZK3zIajc

[1] https://twitter.com/DataCommunityDC/status/1446245068390772739
[1] https://twitter.com/stanley_h_chan/status/1446674786898300930
[1] https://twitter.com/KomakFoundation/status/1444824675348099084
[1] https://www.eventbrite.com/e/equity-in-the-age-of-covid-a-mathematica-data-week-dc-data-dive-tickets-181212650917
[1] https://twitter.com/MathematicaNow/status/1445921778887536640
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312

Top URLs in Tweet in G1:
[6] https://www.dataweekdc.com/
[2] https://www.dataweekdc.com/event-calendar
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248606
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248610
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=1955608c9b
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248618
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248622
[1] https://www.meetup.com/Data-Community-DC/events/281215650/?_xtd=gqFyqDEzMTcxNjI4oXCjYXBp&from=ref
[1] https://twitter.com/DanielleAlberti/status/1445378575755096068
[1] https://www.meetup.com/Women-Who-Code-DC/events/280359577/

Top URLs in Tweet in G2:
[1] https://twitter.com/stanley_h_chan/status/1446674786898300930
[1] https://twitter.com/KomakFoundation/status/1444824675348099084

Top URLs in Tweet in G3:
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312/
[1] https://www.dataweekdc.com/event-calendar
[1] https://www.dataweekdc.com/producing-an-event
[1] https://www.dataweekdc.com/

Top URLs in Tweet in G4:
[2] https://www.dataweekdc.com/

Top URLs in Tweet in G5:
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=hyYrjqsROYc&utm_content=180306740&utm_medium=social&utm_source=twitter&hss_channel=tw-2851302875


Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=dGMZK3zIajc

[1] https://twitter.com/DataCommunityDC/status/1446245068390772739

Top Domains
Top Domains in Tweet in Entire Graph:
[13] dataweekdc.com
[6] mailchi.mp
[5] twitter.com
[5] meetup.com
[5] campaign-archive.com
[2] youtube.com
[1] eventbrite.com

Top Domains in Tweet in G1:
[8] dataweekdc.com
[6] mailchi.mp
[5] campaign-archive.com
[3] meetup.com
[2] twitter.com
[1] eventbrite.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[3] dataweekdc.com
[1] meetup.com

Top Domains in Tweet in G4:
[2] dataweekdc.com

Top Domains in Tweet in G5:
[1] meetup.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G7:
[1] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] dataweekdc
[11] datascience
[6] data
[4] hopsworks
[4] featurestore
[2] va
[2] datavisualization
[2] dataviz
[1] analyticsengineering
[1] dataops



Top Hashtags in Tweet in G1:
[6] data
[5] dataweekdc
[5] datascience
[1] datavisualization
[1] datadrivingdollardecisions

Top Hashtags in Tweet in G2:
[2] va
[1] odiasinmlconf2021

Top Hashtags in Tweet in G3:
[7] dataweekdc
[3] datascience
[1] datavisualization
[1] dataviz
[1] dataengineering
[1] networking
[1] rstats
[1] dataknowledge
[1] dataethics
[1] digitalskills

Top Hashtags in Tweet in G4:
[3] dataweekdc
[2] datascience
[1] statistics

Top Hashtags in Tweet in G5:
[1] dataviz

Top Hashtags in Tweet in G6:
[4] hopsworks
[4] featurestore
[1] mlops
[1] datascience

Top Hashtags in Tweet in G7:
[1] analyticsengineering
[1] dataops

Top Words
Top Words in Tweet in Entire Graph:
[36] data
[21] dc
[19] event
[17] datacommunitydc
[16] october
[15] #dataweekdc
[13] check
[12] community
[11] #datascience
[11] newsletter

Top Words in Tweet in G1:
[22] data
[14] event
[13] dc
[12] community
[11] newsletter
[7] datacommunitydc
[7] october
[6] #data
[5] transition
[5] career

Top Words in Tweet in G2:
[2] datacommunitydc
[2] please
[2] contribute
[2] pass
[2] word
[2] drop
[2] fairfax
[2] #va
[2] amazon
[2] wishlist

Top Words in Tweet in G3:
[7] #dataweekdc
[5] today
[4] check
[4] free
[4] professional
[4] development
[4] networking
[4] events
[4] taking
[4] place

Top Words in Tweet in G4:
[10] data
[8] october
[6] dc
[4] week
[4] 2021
[4] starts
[4] tomorrow
[4] lot's
[4] great
[4] meetups

Top Words in Tweet in G6:
[4] check
[4] last
[4] week
[4] datacommunitydc
[4] meetup
[4] hosting
[4] jim_dowling
[4] talked
[4] open
[4] source

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] data,community
[11] community,dc
[11] dc,newsletter
[6] event,#data
[6] data,week
[6] week,dc
[6] dc,2021
[5] 2021,starts
[5] starts,tomorrow
[5] tomorrow,october

Top Word Pairs in Tweet in G1:
[11] data,community
[11] community,dc
[11] dc,newsletter
[6] event,#data
[4] newsletter,september
[4] newsletter,october
[4] #data,#datascience
[4] #datascience,data
[4] imposter,syndrome
[4] syndrome,immunity

Top Word Pairs in Tweet in G2:
[2] please,contribute
[2] contribute,pass
[2] pass,word
[2] word,drop
[2] drop,fairfax
[2] fairfax,#va
[2] #va,amazon
[2] amazon,wishlist
[2] wishlist,well
[2] well,washprobs

Top Word Pairs in Tweet in G3:
[4] #dataweekdc,check
[4] check,free
[4] free,professional
[4] professional,development
[4] development,networking
[4] networking,events
[4] events,taking
[4] taking,place
[4] place,today
[3] cjsaysthis,#dataweekdc

Top Word Pairs in Tweet in G4:
[4] data,week
[4] week,dc
[4] dc,2021
[4] 2021,starts
[4] starts,tomorrow
[4] tomorrow,october
[4] october,lot's
[4] lot's,great
[4] great,data
[4] data,meetups

Top Word Pairs in Tweet in G6:
[4] check,last
[4] last,week
[4] week,datacommunitydc
[4] datacommunitydc,meetup
[4] meetup,hosting
[4] hosting,jim_dowling
[4] jim_dowling,talked
[4] talked,open
[4] open,source
[4] source,#hopsworks

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

Top Replied-To in G1:
@datasciencedc

Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@discdiver
@adamrossnelson
@jim_dowling
@datadrivenangel
@datavizdc
@cjsaysthis
@ana
@hopsworks
@washprobs

Top Mentioned in G1:
@datacommunitydc
@adamrossnelson
@datavizdc
@mathematicanow
@allitorban
@prefectio
@atallc
@datadrivenangel
@datasciencedc
@discdiver

Top Mentioned in G2:
@datacommunitydc
@washprobs
@stanley_h_chan
@dcist
@afceadc
@dcstartupweek
@sorishapragyan
@data

Top Mentioned in G3:
@cjsaysthis
@ana
@datacommunitydc
@anantcorp
@careerconfiden2
@datavizdc
@discdiver

Top Mentioned in G4:
@discdiver
@datacommunitydc
@thos_jones
@atallc
@prefectio
@datadrivenangel
@marskar
@craigparisot
@abenz25

Top Mentioned in G5:
@daniellealberti
@rtkrum
@jillannebrown
@datadrivenangel

Top Mentioned in G6:
@datacommunitydc
@jim_dowling
@hopsworks

Top Mentioned in G7:
@womenwhocode
@getdbt

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@developerbot_v1
@omanojkumar
@rstats4ds
@dcist
@adonaigautier
@sorishapragyan
@womenwhocode
@washprobs
@mlopsbot

Top Tweeters in G1:
@mathematicanow
@datacommunitydc
@stoddrad
@jbwogan
@adamrossnelson
@datadrivenangel
@datasciencedc
@mathe

Top Tweeters in G2:
@omanojkumar
@dcist
@sorishapragyan
@washprobs
@data
@afceadc
@dcstartupweek
@stanley_h_chan

Top Tweeters in G3:
@rstatstweet
@developerbot_v1
@rstats4ds
@anantcorp
@ana
@datavizdc
@cjsaysthis
@careerconfiden2

Top Tweeters in G4:
@marskar
@thos_jones
@atallc
@discdiver
@craigparisot
@prefectio
@abenz25

Top Tweeters in G5:
@rtkrum
@allitorban
@daniellealberti
@jillannebrown

Top Tweeters in G6:
@adonaigautier
@mlopsbot
@jim_dowling
@hopsworks

Top Tweeters in G7:
@womenwhocode
@cljack
@getdbt


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