datacommunitydc, Twitter, 1/18/2022 2:13:24 PM, 270230


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datacommunitydc_2022-01-17_23-00-40.xlsx
datacommunitydc_2022-01-17_23-00-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2022
Short Description:
datacommunitydc via NodeXL https://bit.ly/3tDUTLy
@datacommunitydc
@waltera87905258
@sorishapragyan
@discdiver
@cjsaysthis
@this0499154500
@allitorban
@prabhat06661337
@mathematicanow
@omanojkumar

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

Description:
Description
The graph represents a network of 51 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, 18 January 2022 at 07:00 UTC.

The requested start date was Tuesday, 18 January 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 105-day, 4-hour, 0-minute period from Sunday, 03 October 2021 at 13:59 UTC to Sunday, 16 January 2022 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 : 51
Unique Edges : 60
Edges With Duplicates : 261
Total Edges : 321
Number of Edge Types : 5
MentionsInRetweet : 105
Mentions : 145
Retweet : 34
Replies to : 13
Tweet : 24
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.119565217391304
Reciprocated Edge Ratio : 0.213592233009709
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 319
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.52313
Graph Density : 0.0403921568627451
Modularity : 0.163809
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 51 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, 18 January 2022 at 07:00 UTC.

The requested start date was Tuesday, 18 January 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 105-day, 4-hour, 0-minute period from Sunday, 03 October 2021 at 13:59 UTC to Sunday, 16 January 2022 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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[2] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440

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:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268304
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269440
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269875
[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 G3:
[2] https://www.youtube.com/watch?v=a4E0cJFD1yA&feature=youtu.be

[1] https://www.youtube.com/watch?v=5rmuE7czRRI&feature=youtu.be

[1] https://www.youtube.com/watch?v=-FzsGxdH2J4&feature=youtu.be

[1] https://www.youtube.com/watch?v=zY5nYmTUfnQ&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266369
[1] https://twitter.com/KomakFoundation/status/1444824675348099084
[1] https://twitter.com/stanley_h_chan/status/1446674786898300930

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

Top URLs in Tweet in G6:
[1] https://youtu.be/gXiRf03AyOU
[1] https://www.meetup.com/Data-Visualization-DC/events/278615312

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:
[24] dataweekdc
[19] datascience
[12] dataviz
[12] va
[10] data
[5] usa
[5] canada
[2] brasil
[2] europe
[2] europe1



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

Top Hashtags in Tweet in G2:
[10] dataweekdc
[6] datascience
[4] data
[4] va
[4] dataviz
[1] usa
[1] canada
[1] hopsworks
[1] featurestore
[1] dataengineering

Top Hashtags in Tweet in G3:
[6] dataweekdc
[6] datascience
[6] va
[6] dataviz
[4] usa
[4] canada
[2] brasil
[2] europe
[2] europe1
[2] dat

Top Hashtags in Tweet in G4:
[2] va
[1] odiasinmlconf2021

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

Top Hashtags in Tweet in G6:
[1] dataviz

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

Top Words
Top Words in Tweet in Entire Graph:
[49] datacommunitydc
[41] data
[30] discdiver
[27] cjsaysthis
[27] waltera87905258
[26] dc
[25] sorishapragyan
[24] #dataweekdc
[23] this0499154500
[23] allitorban

Top Words in Tweet in G1:
[28] data
[18] dc
[17] community
[16] newsletter
[15] event
[9] october
[9] datacommunitydc
[6] future
[6] tomorrow
[6] #data

Top Words in Tweet in G2:
[21] datacommunitydc
[19] waltera87905258
[17] cjsaysthis
[15] discdiver
[14] sorishapragyan
[13] this0499154500
[12] allitorban
[10] #dataweekdc
[9] mathematicanow
[6] nodexl

Top Words in Tweet in G3:
[13] datacommunitydc
[8] sorishapragyan
[8] discdiver
[8] cjsaysthis
[8] waltera87905258
[8] this0499154500
[8] allitorban
[8] mathematicanow
[8] omanojkumar
[6] datadrivenangel

Top Words in Tweet in G4:
[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 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:
[2] future
[2] meetup

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] sorishapragyan,discdiver
[24] discdiver,cjsaysthis
[19] datacommunitydc,sorishapragyan
[19] this0499154500,allitorban
[16] data,community
[16] community,dc
[16] dc,newsletter
[12] mathematicanow,omanojkumar
[11] #dataweekdc,#datascience
[10] allitorban,mathematicanow

Top Word Pairs in Tweet in G1:
[16] data,community
[16] community,dc
[16] dc,newsletter
[6] event,#data
[5] newsletter,november
[4] newsletter,october
[4] newsletter,december
[4] #data,#datascience
[4] #datascience,data
[4] imposter,syndrome

Top Word Pairs in Tweet in G2:
[14] sorishapragyan,discdiver
[14] discdiver,cjsaysthis
[11] datacommunitydc,sorishapragyan
[11] this0499154500,allitorban
[8] waltera87905258,datacommunitydc
[6] datacommunitydc,nodexl
[6] nodexl,datacommunitydc
[6] allitorban,mathematicanow
[6] cjsaysthis,this0499154500
[5] cjsaysthis,waltera87905258

Top Word Pairs in Tweet in G3:
[8] sorishapragyan,discdiver
[8] discdiver,cjsaysthis
[8] this0499154500,allitorban
[8] mathematicanow,omanojkumar
[6] datacommunitydc,sorishapragyan
[6] omanojkumar,datadrivenangel
[6] #dataweekdc,#datascience
[6] #va,#dataviz
[4] cjsaysthis,waltera87905258
[4] waltera87905258,this0499154500

Top Word Pairs in Tweet in G4:
[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 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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@discdiver
@datacommunitydc
@cjsaysthis
@sorishapragyan
@this0499154500
@allitorban
@waltera87905258
@mathematicanow
@datadrivenangel
@omanojkumar

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

Top Mentioned in G2:
@cjsaysthis
@datacommunitydc
@discdiver
@sorishapragyan
@this0499154500
@allitorban
@waltera87905258
@mathematicanow
@omanojkumar
@datadrivenangel

Top Mentioned in G3:
@sorishapragyan
@discdiver
@cjsaysthis
@waltera87905258
@this0499154500
@allitorban
@mathematicanow
@omanojkumar
@datadrivenangel
@prabhat06661337

Top Mentioned in G4:
@datacommunitydc
@sorishapragyan
@washprobs
@this0499154500
@discdiver
@cjsaysthis
@allitorban
@dcist
@afceadc
@dcstartupweek

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

Top Mentioned in G6:
@daniellealberti
@rtkrum
@jillannebrown
@datadrivenangel

Top Mentioned in G7:
@womenwhocode
@getdbt

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@rstatstweet
@developerbot_v1
@omanojkumar
@rstats4ds
@dcist
@policia
@policiacivilrs
@sorishapragyan
@womenwhocode

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

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

Top Tweeters in G3:
@policia
@policiacivilrs
@waltera87905258
@policiafederal
@datacom
@dataportalindia
@georgetownpdc
@districtdatalab
@prabhat06661337

Top Tweeters in G4:
@omanojkumar
@dcist
@sorishapragyan
@washprobs
@data
@afceadc
@dcstartupweek
@stanley_h_chan

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

Top Tweeters in G6:
@rtkrum
@allitorban
@daniellealberti
@jillannebrown

Top Tweeters in G7:
@womenwhocode
@cljack
@getdbt


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