datacommunitydc, Twitter, 11/30/2021 8:48:41 AM, 267237


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datacommunitydc_2021-11-29_22-56-00.xlsx
datacommunitydc_2021-11-29_22-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
datacommunitydc via NodeXL https://bit.ly/3pg3BeO
@datacommunitydc
@sorishapragyan
@discdiver
@cjsaysthis
@allitorban
@this0499154500
@waltera87905258
@mathematicanow
@omanojkumar
@datadrivenangel

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

Description:
Description
The graph represents a network of 48 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, 30 November 2021 at 06:56 UTC.

The requested start date was Tuesday, 30 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 84-day, 1-hour, 0-minute period from Sunday, 05 September 2021 at 13:59 UTC to Sunday, 28 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 : 48
Unique Edges : 62
Edges With Duplicates : 88
Total Edges : 150
Number of Edge Types : 5
MentionsInRetweet : 49
Mentions : 52
Retweet : 26
Replies to : 3
Tweet : 20
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.139240506329114
Reciprocated Edge Ratio : 0.244444444444444
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 148
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.578171
Graph Density : 0.0398936170212766
Modularity : 0.313289
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 48 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, 30 November 2021 at 06:56 UTC.

The requested start date was Tuesday, 30 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 84-day, 1-hour, 0-minute period from Sunday, 05 September 2021 at 13:59 UTC to Sunday, 28 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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[2] https://www.meetup.com/Data-Visualization-DC/events/278615312/
[1] https://twitter.com/outlierconf/status/1461982790786895873
[1] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.meetup.com/Data-Visualization-DC/events/278615312
[1] https://twitter.com/stanley_h_chan/status/1446674786898300930
[1] https://twitter.com/KomakFoundation/status/1444824675348099084
[1] https://www.youtube.com/watch?v=dGMZK3zIajc


Top URLs in Tweet in G1:
[5] https://www.dataweekdc.com/
[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/
[1] https://mailchi.mp/datacommunitydc.org/data-community-dc-jan-newsletter-4248626

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://www.dataweekdc.com/event-calendar
[1] https://www.dataweekdc.com/producing-an-event
[1] https://www.dataweekdc.com/
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312/

Top URLs in Tweet in G3:
[1] https://twitter.com/stanley_h_chan/status/1446674786898300930
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://twitter.com/KomakFoundation/status/1444824675348099084

Top URLs in Tweet in G4:
[2] https://www.dataweekdc.com/event-calendar
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://www.dataweekdc.com/
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312

Top URLs in Tweet in G5:
[2] https://www.dataweekdc.com/

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be


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

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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] dataweekdc
[12] datascience
[7] data
[5] hopsworks
[5] featurestore
[3] va
[2] dataviz
[2] datavisualization
[1] dataengineering
[1] networking



Top Hashtags in Tweet in G1:
[5] dataweekdc
[4] hopsworks
[4] featurestore
[3] datascience
[2] data
[1] datavisualization
[1] datadrivingdollardecisions
[1] mlops

Top Hashtags in Tweet in G2:
[8] dataweekdc
[4] datascience
[1] data
[1] hopsworks
[1] featurestore
[1] va
[1] dataviz
[1] dataengineering
[1] networking
[1] rstats

Top Hashtags in Tweet in G3:
[2] va
[1] odiasinmlconf2021

Top Hashtags in Tweet in G4:
[4] data
[3] datascience
[1] dataviz

Top Hashtags in Tweet in G5:
[3] dataweekdc
[2] datascience
[1] statistics

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

Top Words
Top Words in Tweet in Entire Graph:
[38] data
[27] datacommunitydc
[23] dc
[19] event
[16] #dataweekdc
[16] october
[14] community
[13] check
[13] newsletter
[12] #datascience

Top Words in Tweet in G1:
[19] data
[14] community
[14] dc
[13] newsletter
[8] datacommunitydc
[7] event
[5] october
[5] week
[5] november
[5] #dataweekdc

Top Words in Tweet in G2:
[8] #dataweekdc
[5] today
[4] datacommunitydc
[4] cjsaysthis
[4] #datascience
[4] check
[4] free
[4] professional
[4] development
[4] networking

Top Words in Tweet in G3:
[4] datacommunitydc
[2] sorishapragyan
[2] please
[2] contribute
[2] pass
[2] word
[2] drop
[2] fairfax
[2] #va
[2] amazon

Top Words in Tweet in G4:
[7] event
[5] datacommunitydc
[5] data
[4] transition
[4] #data
[4] career
[3] #datascience
[3] imposter
[3] syndrome
[3] immunity

Top Words in Tweet in G5:
[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] datacommunitydc
[2] dataportalindia
[2] datacom
[2] projeto
[2] drogas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] data,community
[13] community,dc
[13] 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:
[13] data,community
[13] community,dc
[13] dc,newsletter
[5] newsletter,november
[4] newsletter,september
[4] newsletter,october
[4] #dataweekdc,event
[4] check,last
[4] last,week
[4] week,datacommunitydc

Top Word Pairs in Tweet in G2:
[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 G3:
[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 G4:
[4] event,#data
[3] #data,#datascience
[3] #datascience,data
[3] imposter,syndrome
[3] syndrome,immunity
[3] immunity,boosts
[3] boosts,career
[2] icymi,datacommunitydc
[2] datacommunitydc,event
[2] event,afternoon

Top Word Pairs in Tweet in G5:
[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:
[2] datacommunitydc,dataportalindia
[2] dataportalindia,datacommunitydc
[2] datacommunitydc,datacom

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@discdiver
@cjsaysthis
@adamrossnelson
@datadrivenangel
@sorishapragyan
@allitorban
@jim_dowling
@mathematicanow
@datavizdc

Top Mentioned in G1:
@datacommunitydc
@jim_dowling
@hopsworks
@jordanwb
@datavizdc
@adamrossnelson
@mathematicanow
@max_graze
@allitorban
@prefectio

Top Mentioned in G2:
@cjsaysthis
@datacommunitydc
@ana
@discdiver
@sorishapragyan
@allitorban
@mathematicanow
@omanojkumar
@developerbot_v1
@datadrivenangel

Top Mentioned in G3:
@datacommunitydc
@sorishapragyan
@washprobs
@stanley_h_chan
@this0499154500
@discdiver
@cjsaysthis
@allitorban
@dcist
@afceadc

Top Mentioned in G4:
@datacommunitydc
@adamrossnelson
@discdiver
@this0499154500
@sorishapragyan
@cjsaysthis
@allitorban
@daniellealberti
@rtkrum
@jillannebrown

Top Mentioned in G5:
@discdiver
@datacommunitydc
@thos_jones
@atallc
@prefectio
@datadrivenangel
@marskar
@craigparisot
@abenz25

Top Mentioned in G6:
@dataportalindia
@datacom

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:
@adonaigautier
@mlopsbot
@mathematicanow
@datacommunitydc
@stoddrad
@jordanwb
@jbwogan
@jim_dowling
@hopsworks
@max_graze

Top Tweeters in G2:
@rstatstweet
@developerbot_v1
@rstats4ds
@this0499154500
@anantcorp
@ana
@datavizdc
@cjsaysthis
@careerconfiden2

Top Tweeters in G3:
@omanojkumar
@dcist
@sorishapragyan
@washprobs
@data
@afceadc
@dcstartupweek
@stanley_h_chan

Top Tweeters in G4:
@rtkrum
@adamrossnelson
@allitorban
@datadrivenangel
@daniellealberti
@datasciencedc
@jillannebrown

Top Tweeters in G5:
@marskar
@thos_jones
@atallc
@discdiver
@craigparisot
@prefectio
@abenz25

Top Tweeters in G6:
@datacom
@dataportalindia
@waltera87905258

Top Tweeters in G7:
@womenwhocode
@cljack
@getdbt