datacommunitydc, Twitter, 3/31/2020 12:57:16 PM, 224086


FAQ | Problem?

datacommunitydc_2020-03-30_22-48-02.xlsx
datacommunitydc_2020-03-30_22-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
datacommunitydc via NodeXL https://bit.ly/3dKiNuc
@datacommunitydc
@kellrstats
@alexkgold
@discdiver
@cytalks
@phdjp
@gaytascience
@datasciencedc
@potomachaven
@thos_jones

Top hashtags:
#datadc
#datascience
#rstats
#cybersecurity
#devops
#rstudio
#stratadataai
#ai

Description:
Description
The graph represents a network of 129 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, 31 March 2020 at 05:48 UTC.

The requested start date was Tuesday, 31 March 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 89-day, 13-hour, 21-minute period from Wednesday, 01 January 2020 at 00:38 UTC to Monday, 30 March 2020 at 13:59 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 : 129
Unique Edges : 172
Edges With Duplicates : 454
Total Edges : 626
Number of Edge Types : 4
Mentions : 413
Replies to : 9
MentionsInRetweet : 183
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0219298245614035
Reciprocated Edge Ratio : 0.0429184549356223
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 617
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.809708
Graph Density : 0.0141109496124031
Modularity : 0.289058
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 129 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, 31 March 2020 at 05:48 UTC.

The requested start date was Tuesday, 31 March 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 89-day, 13-hour, 21-minute period from Wednesday, 01 January 2020 at 00:38 UTC to Monday, 30 March 2020 at 13:59 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/2020/03/20/my-life-practicing-nomadic-data-science/
[2] https://insidebigdata.com/2020/02/29/microsoft-announcements-on-azure-artificial-intelligence/

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/2020/02/02/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/
[2] https://insidebigdata.com/2020/03/01/podcast-highlights-oreilly-data-show/

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/cybersecurity-online-workshops/#.XnAGviUpAlR
[5] https://isaca-gwdc.org/event/we-are-going-virtual-cybersecurity-workshops/2020-03-26/#.Xnyd5CUpAlQ
[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

Top URLs in Tweet in G3:
[1] https://www.meetup.com/Data-Science-DC/events/267649980/

Top URLs in Tweet in G4:
[1] http://dc2020.netlify.com/

Top URLs in Tweet in G5:
[2] https://twitter.com/DataCommunityDC/status/1243827678114971649?s=19
[1] https://twitter.com/DataCommunityDC/status/1243827678114971649

Top URLs in Tweet in G6:
[1] https://www.gaytascience.com/dataweekdc2019/

Top URLs in Tweet in G7:
[1] http://www.datasciencebowl.com

Top URLs in Tweet in G8:
[1] https://twitter.com/beefoo/status/1217508364432891904

Top URLs in Tweet in G9:
[1] http://survey.datacommunitydc.org/

Top URLs in Tweet in G10:
[1] https://dataconomy.com/2020/01/2020-the-decade-of-intelligent-democratized-data/?utm_source=ActiveCampaign&utm_medium=email&utm_content=Why+over+one-third+of+AI+and+Analytics+Projects+in+the+Cloud+Fail%3F&utm_campaign=Dataconomy+Newsletter+December+19+(Copy)
[1] https://insidebigdata.com/2020/01/11/the-secret-to-accurate-machine-learning-models-is-data-transformation/

Top Domains
Top Domains in Tweet in Entire Graph:
[77] insidebigdata.com
[30] isaca-gwdc.org
[29] zdnet.com
[10] dataconomy.com
[7] campaign-archive.com
[6] mailchi.mp
[5] techrepublic.com
[5] twitter.com
[5] meetup.com
[4] oreilly.com

Top Domains in Tweet in G1:
[76] insidebigdata.com
[29] zdnet.com
[9] dataconomy.com
[7] campaign-archive.com
[6] mailchi.mp
[5] techrepublic.com
[4] oreilly.com
[4] meetup.com
[3] fast.ai
[3] technologyreview.com

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

Top Domains in Tweet in G3:
[1] meetup.com

Top Domains in Tweet in G4:
[1] netlify.com

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

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

Top Domains in Tweet in G7:
[1] datasciencebowl.com

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

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

Top Domains in Tweet in G10:
[1] dataconomy.com
[1] insidebigdata.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[163] datadc
[12] datascience
[11] rstats
[6] cybersecurity
[6] devops
[5] rstudio
[4] stratadataai
[3] ai
[3] ml
[2] innovationmanagement



Top Hashtags in Tweet in G1:
[161] 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:
[6] cybersecurity
[1] covid19
[1] covid2019

Top Hashtags in Tweet in G3:
[7] datascience
[6] devops
[5] rstudio
[1] rstats
[1] machinelearning
[1] deployment

Top Hashtags in Tweet in G4:
[10] rstats
[1] datacommunitydc
[1] spdc
[1] dsdc

Top Hashtags in Tweet in G6:
[2] lgbtq
[1] dataweekdc

Top Hashtags in Tweet in G7:
[1] datascience

Top Hashtags in Tweet in G8:
[1] dataweekdc

Top Hashtags in Tweet in G10:
[2] datadc

Top Words
Top Words in Tweet in Entire Graph:
[145] Words in Sentiment List#1: Positive
[75] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3735] Non-categorized Words
[3955] Total Words
[163] #datadc
[105] statprogdc
[84] data
[78] insidebigdata
[68] datasciencedc

Top Words in Tweet in G1:
[161] #datadc
[105] statprogdc
[77] insidebigdata
[71] data
[52] datasciencedc
[33] ai
[31] 2020
[29] zdnet
[14] community
[13] dc

Top Words in Tweet in G2:
[33] cytalks
[25] datacommunitydc
[22] uuallan
[19] isaca_gwdc
[19] novasystemic
[17] recordedfuture
[16] join
[14] cyber
[12] womencyberjutsu
[12] today

Top Words in Tweet in G3:
[15] datasciencedc
[9] datacommunitydc
[9] meetup
[8] dc
[8] area
[8] kellrstats
[7] #datascience
[7] discdiver
[7] data
[7] science

Top Words in Tweet in G4:
[10] dc
[10] area
[10] #rstats
[10] enthusiast
[10] newbie
[10] learn
[10] more
[10] sign
[10] satrdays
[10] affordable

Top Words in Tweet in G5:
[2] ddim
[2] yn

Top Words in Tweet in G6:
[2] ruslan_kl
[2] teamed
[2] r_lgbtq
[2] hrc
[2] foundation
[2] datacommunitydc
[2] put
[2] epic
[2] #lgbtq
[2] themed

Top Words in Tweet in G10:
[2] thos_jones
[2] datacommunitydc
[2] data
[2] #datadc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] #datadc,insidebigdata
[39] insidebigdata,statprogdc
[32] insidebigdata,datasciencedc
[28] #datadc,zdnet
[24] zdnet,statprogdc
[19] data,science
[18] learn,more
[18] dc,area
[13] data,community
[13] community,dc

Top Word Pairs in Tweet in G1:
[76] #datadc,insidebigdata
[39] insidebigdata,statprogdc
[32] insidebigdata,datasciencedc
[28] #datadc,zdnet
[24] zdnet,statprogdc
[13] data,community
[13] community,dc
[13] 2020,newsletter
[12] 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] cyber,target
[9] novasystemic,datacommunitydc
[9] fantastic,presentation
[9] presentation,uuallan

Top Word Pairs in Tweet in G3:
[9] datasciencedc,meetup
[8] dc,area
[7] area,data
[7] data,science
[7] science,check
[7] check,datasciencedc
[7] meetup,wed
[7] wed,jan
[7] jan,15
[7] 15,gw

Top Word Pairs in Tweet in G4:
[10] dc,area
[10] area,#rstats
[10] #rstats,enthusiast
[10] enthusiast,newbie
[10] newbie,learn
[10] learn,more
[10] more,sign
[10] sign,satrdays
[10] satrdays,affordable
[10] affordable,one

Top Word Pairs in Tweet in G6:
[2] ruslan_kl,teamed
[2] teamed,r_lgbtq
[2] r_lgbtq,hrc
[2] hrc,foundation
[2] foundation,datacommunitydc
[2] datacommunitydc,put
[2] put,epic
[2] epic,#lgbtq
[2] #lgbtq,themed

Top Word Pairs in Tweet in G10:
[2] thos_jones,datacommunitydc

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

Top Mentioned in G1:
@statprogdc
@insidebigdata
@datasciencedc
@zdnet
@dataconomymedia
@datacommunitydc
@techrepublic
@datavizdc
@techreview
@odsc

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

Top Mentioned in G3:
@datasciencedc
@datacommunitydc
@kellrstats
@discdiver
@stephenhky
@rstudio
@alexkgold
@thos_jones
@margandur
@algorithmia

Top Mentioned in G4:
@alexkgold

Top Mentioned in G5:
@pwsimerimiaw
@drvikassaini
@thejeremyvine

Top Mentioned in G6:
@r_lgbtq
@hrc
@datacommunitydc
@gaytascience
@ruslan_kl
@charliehollisw

Top Mentioned in G7:
@datacommunitydc
@pbskids
@kaggle

Top Mentioned in G8:
@datacommunitydc
@beefoo

Top Mentioned in G9:
@sayhitosean

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@thehill
@business
@releaseteam
@zdnet
@fastcompany
@forbes
@justbementalist
@pwsimerimiaw
@vice

Top Tweeters in G1:
@thehill
@business
@zdnet
@fastcompany
@forbes
@vice
@entrepreneur
@venturebeat
@techrepublic
@thesiliconhill

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

Top Tweeters in G3:
@releaseteam
@justbementalist
@rstats4ds
@peerxp
@doppenhe
@notfakebrendan
@algorithmia
@marskar
@rstudio
@stephenhky

Top Tweeters in G4:
@rstatstweet
@spencer_rayner
@mac2biz4mark
@mjhendrickson
@emilyriederer
@alexkgold
@collnell
@satrdays_dc
@wendywongsw
@laurenmcdowney

Top Tweeters in G5:
@pwsimerimiaw
@thejeremyvine
@lloydcymru
@hywelm
@grets02
@drvikassaini
@tompike00075908

Top Tweeters in G6:
@hrc
@gaytascience
@leisurelife11
@r_lgbtq
@ruslan_kl
@charliehollisw

Top Tweeters in G7:
@pbskids
@kaggle
@potomachaven

Top Tweeters in G8:
@craigparisot
@beefoo

Top Tweeters in G9:
@wldmrgml
@sayhitosean

Top Tweeters in G10:
@seanmgonzalez


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.