datacommunitydc, Twitter, 4/7/2020 7:37:57 AM, 224541


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datacommunitydc_2020-04-06_22-48-02.xlsx
datacommunitydc_2020-04-06_22-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
datacommunitydc via NodeXL https://bit.ly/2JJNTVh
@datacommunitydc
@phdjp
@cytalks
@uuallan
@isacatron
@vgatewoo
@novasystemic
@cybersec_feeds
@womencyberjutsu
@recordedfuture

Top hashtags:
#datadc
#cybersecurity
#datascience
#stratadataai
#ai
#ml
#covid19

Description:
Description
The graph represents a network of 82 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, 07 April 2020 at 05:48 UTC.

The requested start date was Tuesday, 07 April 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 65-day, 10-hour, 47-minute period from Saturday, 01 February 2020 at 09:10 UTC to Monday, 06 April 2020 at 19:57 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 : 82
Unique Edges : 113
Edges With Duplicates : 370
Total Edges : 483
Number of Edge Types : 4
Mentions : 309
MentionsInRetweet : 152
Tweet : 15
Replies to : 7
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0443037974683544
Reciprocated Edge Ratio : 0.0848484848484849
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 476
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.228375
Graph Density : 0.0248419150858175
Modularity : 0.253165
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 82 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, 07 April 2020 at 05:48 UTC.

The requested start date was Tuesday, 07 April 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 65-day, 10-hour, 47-minute period from Saturday, 01 February 2020 at 09:10 UTC to Monday, 06 April 2020 at 19:57 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/cybersecurity-online-workshops/#.XnAGviUpAlR
[5] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-26/#.Xnyd5CUpAlQ
[3] https://insidebigdata.com/2020/02/20/what-employers-should-consider-in-big-data-hiring/
[3] https://isaca-gwdc.org/event/cybersecurity-online-workshops/2020-03-24/#.XnUnpSUpAlQ
[3] https://www.meetup.com/stats-prog-dc/events/268534272/
[3] https://conferences.oreilly.com/strata/strata-ny?utm_medium=social&utm_source=media+partner&utm_campaign=sany20&utm_content=pc+2020+strata+ny+cfp
[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/

Top URLs in Tweet in G1:
[3] https://conferences.oreilly.com/strata/strata-ny?utm_medium=social&utm_source=media+partner&utm_campaign=sany20&utm_content=pc+2020+strata+ny+cfp
[3] https://insidebigdata.com/2020/02/20/what-employers-should-consider-in-big-data-hiring/
[3] https://www.meetup.com/stats-prog-dc/events/268534272/
[2] https://insidebigdata.com/2020/03/22/podcast-highlights-data-skeptic/
[2] https://insidebigdata.com/2020/02/02/rumblings-in-the-ai-conversational-space/
[2] https://insidebigdata.com/2020/02/01/not-just-a-statistic-women-in-data-science/
[2] https://insidebigdata.com/2020/02/16/why-partnerships-beat-outsourcing-in-data-labeling/
[2] https://insidebigdata.com/2020/02/15/reality-bites-3-misconceptions-that-can-lead-to-microservice-mayhem/
[2] https://insidebigdata.com/2020/02/14/tomorrows-machine-learning-today-topological-data-analysis-embedding-and-reinforcement-learning/
[2] https://insidebigdata.com/2020/02/22/conceptualizing-the-2020s-the-decade-of-the-internet-of-things/

Top URLs in Tweet in G2:
[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/we-are-going-virtual-cybersecurity-workshops/2020-03-26/#.Xnyd5CUpAlQ
[5] https://isaca-gwdc.org/cybersecurity-online-workshops/#.XnAGviUpAlR
[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/2020-04-02/#.XoXj3hZq0lR
[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

Top URLs in Tweet in G3:
[2] https://twitter.com/DataCommunityDC/status/1243827678114971649?s=19
[1] https://twitter.com/DataCommunityDC/status/1243827678114971649

Top URLs in Tweet in G4:
[1] http://www.datacommunitydc.org/blog/2016/3/data-visualization-with-r-worksh

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[119] datadc
[7] cybersecurity
[4] datascience
[4] stratadataai
[3] ai
[3] ml
[2] covid19
[2] innovationmanagement
[2] labeling
[1] covid2019



Top Hashtags in Tweet in G1:
[119] datadc
[4] stratadataai
[4] datascience
[3] ai
[3] ml
[2] innovationmanagement
[2] labeling
[1] businessproductivity
[1] gwu
[1] deeplearning

Top Hashtags in Tweet in G2:
[7] cybersecurity
[2] covid19
[1] covid2019

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] #datadc,insidebigdata
[37] insidebigdata,statprogdc
[25] insidebigdata,datasciencedc
[17] #datadc,zdnet
[16] zdnet,statprogdc
[10] data,science
[10] scammers,taking
[10] taking,advantage
[10] advantage,coronavirus
[10] coronavirus,concerns

Top Word Pairs in Tweet in G1:
[66] #datadc,insidebigdata
[37] insidebigdata,statprogdc
[25] insidebigdata,datasciencedc
[17] #datadc,zdnet
[16] zdnet,statprogdc
[10] data,community
[10] community,dc
[10] 2020,newsletter
[10] data,science
[9] artificial,intelligence

Top Word Pairs in Tweet in G2:
[10] scammers,taking
[10] taking,advantage
[10] advantage,coronavirus
[10] coronavirus,concerns
[10] concerns,protect
[10] protect,yourself
[9] isaca_gwdc,womencyberjutsu
[9] womencyberjutsu,novasystemic
[9] cyber,target
[9] fantastic,presentation

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

Top Mentioned in G1:
@statprogdc
@insidebigdata
@datasciencedc
@zdnet
@datacommunitydc
@dataconomymedia
@techrepublic
@datavizdc
@thegradientxyz
@datafloq

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

Top Mentioned in G3:
@pwsimerimiaw
@drvikassaini
@thejeremyvine

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@thehill
@zdnet
@fastcompany
@forbes
@pwsimerimiaw
@vice
@entrepreneur
@techrepublic
@thesiliconhill

Top Tweeters in G1:
@thehill
@zdnet
@fastcompany
@forbes
@vice
@entrepreneur
@techrepublic
@thesiliconhill
@wired
@prospect_uk

Top Tweeters in G2:
@cybersec_feeds
@cyberseccare
@pseudonyme_ovb
@gh0std4ncer
@esthershelper
@n
@recordedfuture
@isacatron
@uuallan
@womencyberjutsu

Top Tweeters in G3:
@pwsimerimiaw
@thejeremyvine
@lloydcymru
@hywelm
@grets02
@drvikassaini
@tompike00075908

Top Tweeters in G4:
@polysel