datacommunitydc, Twitter, 6/2/2020 6:33:30 AM, 228664


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datacommunitydc_2020-06-01_22-53-39.xlsx
datacommunitydc_2020-06-01_22-53-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
datacommunitydc via NodeXL https://bit.ly/3dvYyAc
@datacommunitydc
@discdiver
@scikit_yb
@phdjp
@cytalks
@sorishapragyan
@womencyberjutsu
@racheltobac
@uuallan
@isacatron

Top hashtags:
#datadc
#cybersecurity
#yellowbrick
#cyber
#misinformation
#zoomin
#visualsteering

Description:
Description
The graph represents a network of 95 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, 02 June 2020 at 05:53 UTC.

The requested start date was Tuesday, 02 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 88-day, 2-hour, 23-minute period from Sunday, 01 March 2020 at 09:10 UTC to Thursday, 28 May 2020 at 11:33 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 : 95
Unique Edges : 122
Edges With Duplicates : 456
Total Edges : 578
Number of Edge Types : 5
Retweet : 61
MentionsInRetweet : 200
Replies to : 7
Mentions : 299
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0518134715025907
Reciprocated Edge Ratio : 0.0985221674876847
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 571
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.72608
Graph Density : 0.0227323628219485
Modularity : 0.235194
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 95 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, 02 June 2020 at 05:53 UTC.

The requested start date was Tuesday, 02 June 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 88-day, 2-hour, 23-minute period from Sunday, 01 March 2020 at 09:10 UTC to Thursday, 28 May 2020 at 11:33 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:
[9] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-19/#.XnSkXyUpAlS
[6] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-24/#.Xnoe9iUpAlQ
[5] https://isaca-gwdc.org/event/vcw-socialeng/
[5] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-26/#.Xnyd5CUpAlQ
[5] https://isaca-gwdc.org/cybersecurity-online-workshops/#.XnAGviUpAlR
[4] https://isaca-gwdc.org/event/vcw-misinformationcyber/
[3] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-24/#.XnUnpSUpAlQ
[3] https://mailchi.mp/datacommunitydc.org/data-community-dc-august-3-2019-newsletter-3999721
[2] https://insidebigdata.com/2020/04/08/enhancing-predictive-cognitive-computing-models-with-traditional-data-modeling/
[2] https://insidebigdata.com/2020/04/10/the-good-the-bad-of-big-data-in-the-criminal-justice-system/

Top URLs in Tweet in G1:
[3] https://mailchi.mp/datacommunitydc.org/data-community-dc-august-3-2019-newsletter-3999721
[2] https://insidebigdata.com/2020/03/01/podcast-highlights-oreilly-data-show/
[2] https://insidebigdata.com/2020/02/29/microsoft-announcements-on-azure-artificial-intelligence/
[2] https://insidebigdata.com/2020/03/20/my-life-practicing-nomadic-data-science/
[2] https://insidebigdata.com/2020/03/22/podcast-highlights-data-skeptic/
[2] https://insidebigdata.com/2020/03/27/intel-cornell-pioneering-work-in-the-science-of-smell/
[2] https://insidebigdata.com/2020/04/14/data-science-is-changing-the-world-for-the-better-heres-how/
[2] https://insidebigdata.com/2020/04/12/thinking-about-privacy-in-the-fight-against-covid-19/
[2] https://insidebigdata.com/2020/04/10/the-good-the-bad-of-big-data-in-the-criminal-justice-system/
[2] https://insidebigdata.com/2020/04/08/enhancing-predictive-cognitive-computing-models-with-traditional-data-modeling/

Top URLs in Tweet in G2:
[6] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-24/#.Xnoe9iUpAlQ
[5] https://isaca-gwdc.org/event/vcw-socialeng/
[5] https://isaca-gwdc.org/cybersecurity-online-workshops/#.XnAGviUpAlR
[5] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-19/#.XnSkXyUpAlS
[5] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-26/#.Xnyd5CUpAlQ
[4] https://isaca-gwdc.org/event/vcw-misinformationcyber/
[3] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-24/#.XnUnpSUpAlQ
[1] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-31/#.Xn5G6hZq0lQ
[1] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-19/#.XnNxziUpAlQ
[1] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-04-02/#.XoXj3hZq0lR

Top URLs in Tweet in G3:
[1] https://us02web.zoom.us/rec/play/7JQkJeyr-js3T4aWsgSDAqIsW9S_evqsgHAb8vIOy0u0BnEFNAeibuZHZeJl3gQoHfLpfgYYQgsSHlOk?startTime=1588286424000&_x_zm_rtaid=RfRxKNiETJakiQz406LGsw.1589432698610.db40e53a9eaf5943e0d40968c4941e5b&_x_zm_rhtaid=960
[1] https://twitter.com/scikit_yb/status/1254451149039636483
[1] https://www.meetup.com/DataOpsDC/events/270482126/
[1] https://twitter.com/PremaRoman/status/1254138771727056900

Top URLs in Tweet in G4:
[4] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-19/#.XnSkXyUpAlS

Top URLs in Tweet in G5:
[1] https://twitter.com/phdjp/status/1232829420584476673

Top URLs in Tweet in G6:
[1] https://www.meetup.com/Data-Science-DC/events/270217358/

Top URLs in Tweet in G7:
[2] https://twitter.com/DataCommunityDC/status/1243827678114971649?s=19
[1] https://twitter.com/DataCommunityDC/status/1243827678114971649

Top URLs in Tweet in G8:
[1] http://DataOps.Next
[1] https://twitter.com/Hitachi_Latam/status/1258713427113017347

Top URLs in Tweet in G9:
[1] http://www.datacommunitydc.org/blog/2016/3/data-visualization-with-r-worksh

Top Domains
Top Domains in Tweet in Entire Graph:
[65] insidebigdata.com
[41] isaca-gwdc.org
[8] twitter.com
[8] zdnet.com
[6] mailchi.mp
[6] campaign-archive.com
[5] datafloq.com
[3] techrepublic.com
[3] dataconomy.com
[2] meetup.com

Top Domains in Tweet in G1:
[65] insidebigdata.com
[8] zdnet.com
[6] campaign-archive.com
[6] mailchi.mp
[5] datafloq.com
[3] techrepublic.com
[3] dataconomy.com
[2] fast.ai
[2] technologyreview.com
[2] medium.com

Top Domains in Tweet in G2:
[37] isaca-gwdc.org

Top Domains in Tweet in G3:
[2] twitter.com
[1] zoom.us
[1] meetup.com

Top Domains in Tweet in G4:
[4] isaca-gwdc.org

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

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

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[1] dataops.next
[1] twitter.com

Top Domains in Tweet in G9:
[1] datacommunitydc.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[96] datadc
[12] cybersecurity
[9] yellowbrick
[5] cyber
[4] misinformation
[3] zoomin
[2] visualsteering
[2] why_not
[2] datascience
[2] covid19



Top Hashtags in Tweet in G1:
[96] datadc
[2] innovationmanagement
[2] labeling
[1] hackcorona
[1] businessproductivity

Top Hashtags in Tweet in G2:
[12] cybersecurity
[5] cyber
[4] misinformation
[2] covid19
[1] covid2019

Top Hashtags in Tweet in G3:
[9] yellowbrick
[3] zoomin
[2] datascience
[2] visualsteering
[2] why_not
[1] rockstars
[1] steering
[1] roll_the_tape
[1] tonight
[1] after_work

Top Hashtags in Tweet in G6:
[1] shiny
[1] rstats
[1] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[96] #datadc
[65] insidebigdata
[56] statprogdc
[55] data
[38] datasciencedc
[22] 2020
[18] ai
[13] community
[13] covid
[13] 19

Top Words in Tweet in G2:
[34] cytalks
[27] datacommunitydc
[26] novasystemic
[26] isaca_gwdc
[23] womencyberjutsu
[20] join
[15] cyber
[15] 12pm
[15] today
[14] uuallan

Top Words in Tweet in G3:
[9] scikit_yb
[9] #yellowbrick
[9] meetup
[8] tonight
[7] make
[6] join
[6] 30pm
[6] learn
[6] zoom
[6] free

Top Words in Tweet in G4:
[10] cytalks
[9] uuallan
[8] recordedfuture
[5] today
[5] 12pm
[5] datacommunitydc
[5] scammers
[5] taking
[5] advantage
[5] coronavirus

Top Words in Tweet in G5:
[2] data

Top Words in Tweet in G6:
[14] dc
[7] tomorrow
[7] wednesday
[7] april
[7] 29
[7] statistical
[7] programming
[7] data
[7] science
[7] hosting

Top Words in Tweet in G7:
[2] ddim
[2] yn

Top Word Pairs
Top Word Pairs in Tweet in G2:
[65] womencyberjutsu,novasystemic
[33] novasystemic,datacommunitydc
[31] isaca_gwdc,womencyberjutsu
[13] cyber,target
[12] issa_dc,marymountu
[12] today,12pm
[12] cytalks,cyber
[10] isaca_gwdc,datacommunitydc
[8] datacommunitydc,novasystemic
[7] target,join

Top Word Pairs in Tweet in G3:
[11] join,tonight
[10] tonight,30pm
[9] 30pm,learn
[9] learn,#yellowbrick
[7] #yellowbrick,zoom
[7] zoom,free
[7] free,dc
[6] dc,data
[6] data,ops
[6] ops,meetup

Top Word Pairs in Tweet in G4:
[6] scammers,taking
[6] taking,advantage
[6] advantage,coronavirus
[6] coronavirus,concerns
[6] concerns,protect
[6] protect,yourself
[6] cytalks,fantastic
[6] fantastic,presentation
[6] presentation,uuallan
[6] uuallan,yesterday

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G6:
[] tomorrow,wednesday
[] wednesday,april
[] april,29
[] 29,statistical
[] statistical,programming
[] programming,dc
[] dc,data
[] data,science
[] science,dc
[] dc,hosting

Top Word Pairs in Tweet in G7:

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@insidebigdata
@statprogdc
@datacommunitydc
@cytalks
@datasciencedc
@novasystemic
@isaca_gwdc
@womencyberjutsu
@uuallan
@recordedfuture

Top Mentioned in G1:
@insidebigdata
@statprogdc
@datasciencedc
@zdnet
@datacommunitydc
@datafloq
@techrepublic
@dataconomymedia
@techreview
@medium

Top Mentioned in G2:
@cytalks
@datacommunitydc
@novasystemic
@isaca_gwdc
@womencyberjutsu
@uuallan
@marymountu
@issa_dc
@recordedfuture
@racheltobac

Top Mentioned in G3:
@scikit_yb
@datacommunitydc
@premaroman
@kautumn06
@numfocus
@world
@twitter

Top Mentioned in G4:
@cytalks
@uuallan
@recordedfuture
@datacommunitydc
@n
@isaca_gwdc
@womencyberjutsu
@novasystemic
@shoutoutloudoun

Top Mentioned in G5:
@datasciencedc
@datavizdc
@datacommunitydc
@districtdatalab
@womenwhocodedc
@codefordc
@dc_techevents
@statprogdc
@washstat

Top Mentioned in G6:
@discdiver
@datacommunitydc
@rstudio

Top Mentioned in G7:
@pwsimerimiaw
@drvikassaini
@thejeremyvine

Top Mentioned in G8:
@hitachi_latam
@hvfederal
@datacommunitydc
@leadincommunity
@novadeeplearn

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@reuters
@zdnet
@fastcompany
@pwsimerimiaw
@rstatstweet
@techrepublic
@wired
@techreview
@fivethirtyeight

Top Tweeters in G1:
@reuters
@zdnet
@fastcompany
@techrepublic
@wired
@techreview
@fivethirtyeight
@datafloq
@medium
@oreillymedia

Top Tweeters in G2:
@cybersec_feeds
@cyberseccare
@athigah
@racheltobac
@isacatron
@isac
@novacommcollege
@realbafomet
@womencyberjutsu
@shoutoutloudoun

Top Tweeters in G3:
@ml_tweet_bot
@ericschles
@twitter
@numfocus
@f_dion
@bbengfort
@world
@groupecalcul
@scikit_yb
@kautumn06

Top Tweeters in G4:
@pseudonyme_ovb
@gh0std4ncer
@esthershelper
@n
@recordedfuture
@uuallan
@idmken
@jstannn
@roboticchemist

Top Tweeters in G5:
@dc_techevents
@districtdatalab
@womenwhocodedc
@codefordc
@washstat
@phdjp
@datasciencedc
@datavizdc
@statprogdc

Top Tweeters in G6:
@rstatstweet
@rstats4ds
@_twitwork
@rstudio
@thos_jones
@discdiver
@nermil
@alexkgold

Top Tweeters in G7:
@pwsimerimiaw
@thejeremyvine
@lloydcymru
@hywelm
@grets02
@drvikassaini
@tompike00075908

Top Tweeters in G8:
@sorishapragyan
@hitachi_latam
@hvfederal
@leadincommunity
@novadeeplearn

Top Tweeters in G9:
@polysel


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