datacommunitydc, Twitter, 12/14/2021 12:00:37 PM, 268304


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datacommunitydc_2021-12-13_23-00-40.xlsx
datacommunitydc_2021-12-13_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2021
Short Description:
datacommunitydc via NodeXL https://bit.ly/3GHEUzf
@datacommunitydc
@sorishapragyan
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@waltera87905258
@mathematicanow
@omanojkumar
@datadrivenangel

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

Description:
Description
The graph represents a network of 44 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, 14 December 2021 at 07:00 UTC.

The requested start date was Tuesday, 14 December 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, 4-hour, 0-minute period from Sunday, 03 October 2021 at 13:59 UTC to Sunday, 12 December 2021 at 17:59 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 : 44
Unique Edges : 57
Edges With Duplicates : 80
Total Edges : 137
Number of Edge Types : 5
MentionsInRetweet : 42
Mentions : 49
Retweet : 24
Replies to : 3
Tweet : 19
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.140845070422535
Reciprocated Edge Ratio : 0.246913580246914
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 135
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.564497
Graph Density : 0.0428118393234672
Modularity : 0.298697
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 44 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, 14 December 2021 at 07:00 UTC.

The requested start date was Tuesday, 14 December 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, 4-hour, 0-minute period from Sunday, 03 October 2021 at 13:59 UTC to Sunday, 12 December 2021 at 17:59 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://youtu.be/gXiRf03AyOU
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312
[1] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://twitter.com/stanley_h_chan/status/1446674786898300930
[1] https://twitter.com/KomakFoundation/status/1444824675348099084

Top URLs in Tweet in G1:
[6] https://www.dataweekdc.com/
[2] https://www.meetup.com/Data-Visualization-DC/events/278615312/
[2] https://www.dataweekdc.com/event-calendar
[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
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=045ba381cd
[1] https://us3.campaign-archive.com/?u=75fc125999b198f97fe860a8d&id=014cb8bde3

Top URLs in Tweet in G2:
[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 G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://www.dataweekdc.com/event-calendar
[1] https://www.dataweekdc.com/

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

Top URLs in Tweet in G5:
[1] https://youtu.be/gXiRf03AyOU
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312

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:
[15] dataweekdc
[10] datascience
[7] data
[3] va
[2] dataviz
[2] datavisualization
[1] hopsworks
[1] featurestore
[1] dataengineering
[1] networking



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

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

Top Hashtags in Tweet in G3:
[7] dataweekdc
[3] datascience
[1] data
[1] hopsworks
[1] featurestore
[1] va
[1] dataviz
[1] dataengineering
[1] networking
[1] rstats

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 G7:
[1] analyticsengineering
[1] dataops

Top Words
Top Words in Tweet in Entire Graph:
[36] data
[22] datacommunitydc
[21] dc
[20] event
[18] october
[15] #dataweekdc
[12] community
[11] newsletter
[10] #datascience
[10] tomorrow

Top Words in Tweet in G1:
[23] data
[15] event
[13] dc
[12] community
[11] newsletter
[9] october
[9] datacommunitydc
[6] future
[6] tomorrow
[6] #data

Top Words in Tweet in G2:
[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 G3:
[7] #dataweekdc
[5] today
[4] cjsaysthis
[4] check
[4] free
[4] professional
[4] development
[4] networking
[4] events
[4] taking

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 G5:
[2] future
[2] meetup

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:
[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
[5] newsletter,november
[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:
[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
@mathematicanow
@datavizdc
@ana

Top Mentioned in G1:
@datacommunitydc
@adamrossnelson
@jordanwb
@allitorban
@datavizdc
@discdiver
@mathematicanow
@max_graze
@prefectio
@atallc

Top Mentioned in G2:
@datacommunitydc
@sorishapragyan
@washprobs
@stanley_h_chan
@this0499154500
@discdiver
@cjsaysthis
@allitorban
@dcist
@afceadc

Top Mentioned in G3:
@cjsaysthis
@ana
@datacommunitydc
@discdiver
@sorishapragyan
@allitorban
@mathematicanow
@omanojkumar
@developerbot_v1
@datadrivenangel

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:
@dataportalindia
@datacom

Top Mentioned in G7:
@womenwhocode
@getdbt

Top Tweeters
Top Tweeters in Entire Graph:
@rstatstweet
@developerbot_v1
@omanojkumar
@rstats4ds
@dcist
@sorishapragyan
@womenwhocode
@washprobs
@mathematicanow
@datacommunitydc

Top Tweeters in G1:
@mathematicanow
@datacommunitydc
@stoddrad
@jordanwb
@jbwogan
@adamrossnelson
@datadrivenangel
@datavizdc
@datasciencedc
@max_graze

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

Top Tweeters in G3:
@rstatstweet
@developerbot_v1
@rstats4ds
@this0499154500
@anantcorp
@ana
@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:
@datacom
@waltera87905258
@dataportalindia

Top Tweeters in G7:
@womenwhocode
@cljack
@getdbt


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