datacommunitydc, Twitter, 2/23/2021 8:49:38 AM, 249422


FAQ | Problem?

datacommunitydc_2021-02-22_22-50-40.xlsx
datacommunitydc_2021-02-22_22-50-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
datacommunitydc via NodeXL https://bit.ly/3dCjXdN
@datacommunitydc
@apachepinot
@rstatsdc
@discdiver
@notfakebrendan
@seanmgonzalez
@tlberg
@karinwolok
@phillytechblog
@tlberglund

Top hashtags:
#apachekafka
#apachepinot
#datascience
#datadc
#dctech
#dataengineering

Description:
Description
The graph represents a network of 33 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, 23 February 2021 at 06:50 UTC.

The requested start date was Tuesday, 23 February 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 49-day, 6-hour, 26-minute period from Thursday, 03 December 2020 at 19:49 UTC to Friday, 22 January 2021 at 02:16 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 : 33
Unique Edges : 42
Edges With Duplicates : 78
Total Edges : 120
Number of Edge Types : 5
MentionsInRetweet : 43
Mentions : 46
Retweet : 26
Replies to : 3
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0735294117647059
Reciprocated Edge Ratio : 0.136986301369863
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 120
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.536272
Graph Density : 0.0691287878787879
Modularity : 0.241753
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 33 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, 23 February 2021 at 06:50 UTC.

The requested start date was Tuesday, 23 February 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 49-day, 6-hour, 26-minute period from Thursday, 03 December 2020 at 19:49 UTC to Friday, 22 January 2021 at 02:16 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:
[2] https://twitter.com/thos_jones/status/1352393941262475269
[2] https://www.meetup.com/Data-Science-DC/events/275683778/
[1] https://www.meetup.com/apache-pinot/events/275704223
[1] https://app.rarible.com/token/0x60f80121c31a0d46b5279700f9df786054aa5ee5:100297:0x1b1dd56b7951ea9e5b7e6b6873b5f0738e55d273?tab=details
[1] https://twitter.com/DataVizDC/status/1349765556216455171

Top URLs in Tweet in G1:
[2] https://twitter.com/thos_jones/status/1352393941262475269
[1] https://www.meetup.com/Data-Science-DC/events/275683778/
[1] https://www.meetup.com/apache-pinot/events/275704223

Top URLs in Tweet in G2:
[1] https://twitter.com/DataVizDC/status/1349765556216455171
[1] https://app.rarible.com/token/0x60f80121c31a0d46b5279700f9df786054aa5ee5:100297:0x1b1dd56b7951ea9e5b7e6b6873b5f0738e55d273?tab=details

Top URLs in Tweet in G3:
[1] https://www.meetup.com/Data-Science-DC/events/275683778/

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[3] meetup.com
[1] rarible.com

Top Domains in Tweet in G1:
[2] twitter.com
[2] meetup.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] rarible.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] apachekafka
[15] apachepinot
[4] datascience
[2] datadc
[2] dctech
[2] dataengineering
[2] dataweekdc
[2] rstatsdc
[1] realtimeanalytics
[1] kafka



Top Hashtags in Tweet in G1:
[7] apachekafka
[7] apachepinot
[1] datadc
[1] datascience
[1] realtimeanalytics
[1] kafka
[1] pinot

Top Hashtags in Tweet in G2:
[2] dataweekdc
[2] datascience
[2] dctech
[1] apachekafka
[1] apachepinot
[1] dataengineering
[1] datadc
[1] tbt
[1] northbeachsf
[1] nft

Top Hashtags in Tweet in G3:
[3] apachekafka
[3] apachepinot
[1] datascience
[1] dataengineering
[1] analytics

Top Hashtags in Tweet in G4:
[4] apachekafka
[4] apachepinot

Top Hashtags in Tweet in G5:
[2] rstatsdc
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[27] using
[23] time
[23] analytics
[16] apachepinot
[15] #apachekafka
[15] #apachepinot
[15] miss
[15] presentation
[14] datacommunitydc
[12] discdiver

Top Words in Tweet in G1:
[9] using
[9] time
[9] analytics
[7] tlberglund
[7] #apachekafka
[7] #apachepinot
[7] miss
[7] presentation
[5] datacommunitydc
[5] discdiver

Top Words in Tweet in G2:
[5] 2021
[5] data
[4] datacommunitydc
[2] #dataweekdc
[2] save
[2] date
[2] 10
[2] october
[2] planning
[2] contemplating

Top Words in Tweet in G3:
[7] using
[7] time
[7] analytics
[6] apachepinot
[4] discdiver
[4] check
[4] meetup
[4] hosting
[4] tomorrow
[4] thursday

Top Words in Tweet in G4:
[6] using
[6] time
[6] analytics
[4] apachepinot
[4] learn
[4] #apachekafka
[4] #apachepinot
[4] miss
[4] presentation
[4] tlberg

Top Words in Tweet in G5:
[6] forest
[4] using
[4] lidar
[4] data
[3] usda
[3] service
[3] support
[3] large
[3] scale
[3] management

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] using,#apachekafka
[15] #apachekafka,#apachepinot
[15] #apachepinot,time
[15] time,analytics
[15] analytics,miss
[11] learn,using
[11] miss,presentation
[10] apachepinot,learn
[10] presentation,tlberg
[8] check,meetup

Top Word Pairs in Tweet in G1:
[7] using,#apachekafka
[7] #apachekafka,#apachepinot
[7] #apachepinot,time
[7] time,analytics
[7] analytics,miss
[4] tlberglund,nehapawar18
[4] learn,using
[4] miss,presentation
[4] presentation,tlberglund
[3] datacommunitydc,thos_jones

Top Word Pairs in Tweet in G2:
[2] #dataweekdc,2021
[2] 2021,save
[2] save,date
[2] date,10
[2] 10,october
[2] october,2021
[2] 2021,planning
[2] planning,contemplating
[2] contemplating,hosting
[2] hosting,data

Top Word Pairs in Tweet in G3:
[4] check,meetup
[4] meetup,hosting
[4] hosting,tomorrow
[4] tomorrow,thursday
[4] thursday,using
[4] using,kafka
[4] kafka,pinot
[4] pinot,time
[4] time,user
[4] user,facing

Top Word Pairs in Tweet in G4:
[4] apachepinot,learn
[4] learn,using
[4] using,#apachekafka
[4] #apachekafka,#apachepinot
[4] #apachepinot,time
[4] time,analytics
[4] analytics,miss
[4] miss,presentation
[4] presentation,tlberg
[2] discdiver,check

Top Word Pairs in Tweet in G5:
[4] lidar,data
[3] usda,forest
[3] forest,service
[3] service,using
[3] using,lidar
[3] data,support
[3] support,large
[3] large,scale
[3] scale,forest
[3] forest,management

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@apachepinot
@datacommunitydc
@discdiver
@tlberg
@tlberglund
@nehapawar18
@thos_jones
@margandur
@datavizdc
@chinmaysoman

Top Mentioned in G1:
@tlberglund
@datacommunitydc
@discdiver
@nehapawar18
@apachepinot
@thos_jones
@margandur
@tlberg
@chinmaysoman
@confluentinc

Top Mentioned in G2:
@datacommunitydc
@apachepinot
@tlberg
@datasciencedc
@tlberglund
@nehapawar
@discdiver
@vanarman
@foreignlens

Top Mentioned in G3:
@apachepinot
@discdiver
@datacommunitydc
@datavizdc
@tlberg
@thos_jones
@tlberglund

Top Mentioned in G4:
@apachepinot
@tlberg
@discdiver
@karinwolok

Top Mentioned in G5:
@rstatsdc
@microsoft
@datacommunitydc
@wahalulu

Top Tweeters
Top Tweeters in Entire Graph:
@epuujee
@rstatstweet
@datasciencebot_
@tlberglund
@microsoft
@datacommunitydc
@notfakebrendan
@hanochrizz
@confluentinc
@adamrossnelson

Top Tweeters in G1:
@tlberglund
@confluentinc
@loicmdivad
@karinwolok
@dalavoie
@apachepinot
@chinmaysoman
@phillytechblog
@nehapawar18
@margandur

Top Tweeters in G2:
@datacommunitydc
@notfakebrendan
@adamrossnelson
@seanmgonzalez
@vanarman
@datasciencedc
@nehapawar
@foreignlens

Top Tweeters in G3:
@thos_jones
@kishorebytes
@adibr
@discdiver
@datavizdc

Top Tweeters in G4:
@epuujee
@datasciencebot_
@hanochrizz
@xiangfu0
@tlberg

Top Tweeters in G5:
@rstatstweet
@microsoft
@wahalulu
@theoprosper
@rstatsdc