datacommunitydc, Twitter, 11/25/2020 1:06:44 PM, 242178


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datacommunitydc_2020-11-23_22-48-02.xlsx
datacommunitydc_2020-11-23_22-48-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2020
Short Description:
datacommunitydc via NodeXL https://bit.ly/2UXCDtQ
@datacommunitydc
@botnowa
@sorishapragyan
@atallc
@discdiver
@scikit_yb
@marskar
@fabriciosx
@craigparisot
@code_convention

Top hashtags:
#dataweekdc
#datascience
#dctech
#dc2
#ml
#datasciemce
#yellowbrick
#opensource

Description:
Description
The graph represents a network of 60 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, 24 November 2020 at 06:48 UTC.

The requested start date was Tuesday, 24 November 2020 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 38-day, 13-hour, 56-minute period from Friday, 11 September 2020 at 02:32 UTC to Monday, 19 October 2020 at 16:28 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 : 60
Unique Edges : 54
Edges With Duplicates : 272
Total Edges : 326
Number of Edge Types : 5
Retweet : 100
MentionsInRetweet : 134
Tweet : 39
Mentions : 49
Replies to : 4
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0833333333333333
Reciprocated Edge Ratio : 0.153846153846154
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.431797
Graph Density : 0.0293785310734463
Modularity : 0.199591
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 60 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, 24 November 2020 at 06:48 UTC.

The requested start date was Tuesday, 24 November 2020 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 38-day, 13-hour, 56-minute period from Friday, 11 September 2020 at 02:32 UTC to Monday, 19 October 2020 at 16:28 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:
[79] https://www.dataweekdc.com/
[8] https://www.einpresswire.com/article/527897482/capital-one-and-ata-llc-join-data-community-dc-as-title-sponsors-for-data-week-dc-2020
[5] https://twitter.com/DataCommunityDC/status/1315653371026702337
[4] https://twitter.com/DataCommunityDC/status/1315652268507705347
[4] https://twitter.com/DataCommunityDC/status/1314293965445890051
[3] https://twitter.com/DataCommunityDC/status/1315659475081220103
[3] http://www.DataWeekDX.com
[3] https://twitter.com/DataCommunityDC/status/1315661184771796992
[2] https://www.silect.is/defining-data-engineering-webinar?utm_content=142388253&utm_medium=social&utm_source=twitter&hss_channel=tw-2925036775
[2] https://twitter.com/DataCommunityDC/status/1315663971517636610

Top URLs in Tweet in G1:
[51] https://www.dataweekdc.com/
[3] https://www.einpresswire.com/article/527897482/capital-one-and-ata-llc-join-data-community-dc-as-title-sponsors-for-data-week-dc-2020
[3] https://twitter.com/DataCommunityDC/status/1315659475081220103
[2] https://www.silect.is/defining-data-engineering-webinar?utm_content=142388253&utm_medium=social&utm_source=twitter&hss_channel=tw-2925036775
[2] https://twitter.com/DataCommunityDC/status/1315652268507705347
[2] https://twitter.com/DataCommunityDC/status/1315653371026702337
[2] https://twitter.com/DataCommunityDC/status/1315655796752093197
[2] https://twitter.com/DataCommunityDC/status/1315658141862952960
[2] https://twitter.com/DataCommunityDC/status/1315661184771796992
[2] https://twitter.com/DataCommunityDC/status/1315662296438452225

Top URLs in Tweet in G2:
[22] https://www.dataweekdc.com/
[5] https://www.einpresswire.com/article/527897482/capital-one-and-ata-llc-join-data-community-dc-as-title-sponsors-for-data-week-dc-2020
[2] http://www.DataWeekDX.com
[1] https://twitter.com/DataCommunityDC/status/1314293965445890051
[1] https://twitter.com/DataCommunityDC/status/1316030798554951680
[1] https://twitter.com/DataCommunityDC/status/1315653371026702337
[1] https://twitter.com/DataCommunityDC/status/1315652268507705347
[1] https://s.einnews.com:443/sX4JqycDVo

Top URLs in Tweet in G3:
[4] https://www.dataweekdc.com/
[2] https://twitter.com/DataCommunityDC/status/1314293965445890051
[1] https://twitter.com/DataCommunityDC/status/1315661184771796992
[1] https://twitter.com/hatchITDC/status/1313453206408761345
[1] https://twitter.com/DataCommunityDC/status/1315653371026702337

Top URLs in Tweet in G4:
[2] https://www.dataweekdc.com/
[1] https://twitter.com/DataCommunityDC/status/1314293965445890051
[1] https://twitter.com/DataCommunityDC/status/1315652268507705347
[1] https://twitter.com/DataCommunityDC/status/1315653371026702337
[1] https://twitter.com/datacommunitydc/status/1307316219029139456

Top URLs in Tweet in G6:
[1] https://www.eventbrite.com/e/leadin-pop-up-workshop-positive-storytelling-tickets-123949338809
[1] https://www.eventbrite.com/e/government-advances-statistical-programming-gasp-2020online-tickets-119945047867

Top URLs in Tweet in G7:
[1] https://primer.ai/
[1] https://twitter.com/DataCommunityDC/status/1307316219029139456

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[84] dataweekdc
[52] datascience
[42] dctech
[23] dc2
[8] ml
[7] datasciemce
[6] yellowbrick
[6] opensource
[6] dcborn_worldwide
[6] visualsteering



Top Hashtags in Tweet in G1:
[47] dataweekdc
[28] dctech
[23] datascience
[14] dc2
[6] datasciemce
[2] statistics
[2] dataopsdc
[2] ml
[2] dataengineering
[1] reinforcementlearning

Top Hashtags in Tweet in G2:
[26] dataweekdc
[13] datascience
[11] dctech
[7] dc2
[3] dataviz
[2] boss
[1] dataopsdc
[1] capitalone
[1] ata

Top Hashtags in Tweet in G3:
[12] datascience
[7] dataweekdc
[6] yellowbrick
[6] opensource
[6] dcborn_worldwide
[6] ml
[6] visualsteering
[3] dctech
[2] dc2
[1] datasciemce

Top Hashtags in Tweet in G4:
[3] dataweekdc
[1] datascience
[1] social
[1] mingle
[1] network
[1] discuss
[1] viz
[1] visualization

Top Hashtags in Tweet in G5:
[3] datascience

Top Hashtags in Tweet in G6:
[1] workshop
[1] storytelling

Top Hashtags in Tweet in G7:
[1] dataweekdc

Top Words
Top Words in Tweet in Entire Graph:
[105] datacommunitydc
[84] #dataweekdc
[81] data
[70] go
[52] #datascience
[47] dc
[44] oct
[43] week
[42] #dctech
[36] events

Top Words in Tweet in G1:
[47] #dataweekdc
[36] datacommunitydc
[35] data
[35] go
[28] #dctech
[26] oct
[24] thursday
[23] #datascience
[21] thank
[20] dc

Top Words in Tweet in G2:
[48] datacommunitydc
[29] go
[26] #dataweekdc
[25] data
[16] dc
[15] oct
[15] atallc
[13] october
[13] event
[13] #datascience

Top Words in Tweet in G3:
[12] #datascience
[8] datacommunitydc
[7] #dataweekdc
[6] thanks
[6] much
[6] hatchitdc
[6] featuring
[6] #yellowbrick
[6] #opensource
[6] #dcborn_worldwide

Top Words in Tweet in G4:
[7] datacommunitydc
[6] data
[5] week
[4] wednesday
[3] dc
[3] #dataweekdc
[3] go
[3] please
[2] events
[2] oct

Top Words in Tweet in G5:
[6] data
[4] datacommunitydc
[3] lots
[3] great
[3] free
[3] science
[3] events
[3] week
[3] dc
[3] 2020

Top Words in Tweet in G6:
[2] check
[2] positive
[2] datacommunitydc
[2] 2020
[2] 00

Top Words in Tweet in G7:
[4] primer
[3] heard
[3] order
[3] battle
[3] analysis
[3] data
[3] scientist
[3] matt
[3] robinson
[3] shared

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[36] data,week
[30] week,dc
[27] dc,2020
[24] events,calendar
[23] oct,15th
[21] 30pm,go
[19] thursday,oct
[19] day,#dataweekdc
[18] title,sponsors
[16] go,thank

Top Word Pairs in Tweet in G1:
[16] oct,15th
[15] data,week
[14] thursday,oct
[13] go,thank
[11] 30pm,go
[10] week,dc
[10] dc,2020
[10] events,calendar
[10] #dctech,#datascience
[10] #dctech,#dc2

Top Word Pairs in Tweet in G2:
[12] data,week
[12] events,calendar
[11] week,dc
[11] dc,2020
[10] title,sponsors
[10] 30pm,go
[10] day,#dataweekdc
[9] datacommunitydc,day
[8] go,events
[6] friday,oct

Top Word Pairs in Tweet in G3:
[6] thanks,much
[6] much,hatchitdc
[6] hatchitdc,featuring
[6] featuring,#yellowbrick
[6] #yellowbrick,#opensource
[6] #opensource,#dcborn_worldwide
[6] #dcborn_worldwide,#ml
[6] #ml,#visualsteering
[6] #visualsteering,#datascience
[6] #datascience,keep

Top Word Pairs in Tweet in G4:
[2] data,week
[2] week,dc
[2] wednesday,oct
[2] oct,14th
[2] datacommunitydc,tomorrow
[2] tomorrow,wednesday
[2] wednesday,datacommunitydc
[2] datacommunitydc,#dataweekdc
[2] boozallen,swimdrukes
[2] swimdrukes,kfeatheringham

Top Word Pairs in Tweet in G5:
[3] lots,great
[3] great,free
[3] free,data
[3] data,science
[3] science,events
[3] events,data
[3] data,week
[3] week,dc
[3] dc,2020
[3] 2020,getting

Top Word Pairs in Tweet in G7:
[3] heard,order
[3] order,battle
[3] battle,analysis
[3] analysis,data
[3] data,scientist
[3] scientist,matt
[3] matt,robinson
[3] robinson,shared
[3] shared,primer
[3] primer,helping

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datacommunitydc
@atallc
@capitalonetech
@datavizdc
@hatchitdc
@datasciencedc
@discdiver
@scikit_yb

Top Mentioned in G1:
@datacommunitydc
@atallc
@capitalonetech
@datavizdc
@silectis
@datasciencedc
@nicole_janeway
@einpresswirepr
@discdiver

Top Mentioned in G2:
@datacommunitydc
@atallc
@capitalonetech
@craigparisot
@datasciencedc
@da
@capitalone

Top Mentioned in G3:
@datacommunitydc
@hatchitdc
@scikit_yb
@datavizdc
@sheilaflick1
@discdiver
@einpresswirepr
@capitalonetech
@atallc

Top Mentioned in G4:
@datacommunitydc
@swimdrukes
@kfeatheringham
@lisabishop34
@sheilaflick1
@t_tsvet
@boozallen
@datasc

Top Mentioned in G5:
@datacommunitydc
@discdiver
@davebridgeland
@thos_jones

Top Mentioned in G6:
@datacommunitydc
@eventbrite
@leadincommunity
@novadeeplearn

Top Mentioned in G7:
@primer_ai

Top Tweeters
Top Tweeters in Entire Graph:
@entwistletx
@ml_tweet_bot
@techtrendingnow
@fabriciosx
@code_convention
@datasciencebot_
@thesiliconhill
@einpresswirepr
@botnowa
@nduley

Top Tweeters in G1:
@entwistletx
@techtrendingnow
@thesiliconhill
@nduley
@ineelbot
@uscensusbureau
@laynebodebot
@datacommunitydc
@reinforcementb
@excellaco

Top Tweeters in G2:
@datasciencebot_
@einpresswirepr
@capitalone
@atallc
@craigparisot
@capitalonetech
@da
@latchfs
@citunmanned
@datasciencedc

Top Tweeters in G3:
@ml_tweet_bot
@fabriciosx
@code_convention
@scibot6
@sheilaflick1
@hatchitdc
@scikit_yb
@datavizdc
@dsindc

Top Tweeters in G4:
@botnowa
@boozallen
@t_tsvet
@swimdrukes
@datasc
@lisabishop34
@kfeatheringham

Top Tweeters in G5:
@notfakebrendan
@thos_jones
@discdiver
@alexkgold
@davebridgeland

Top Tweeters in G6:
@eventbrite
@sorishapragyan
@leadincommunity
@novadeeplearn

Top Tweeters in G7:
@tb0zz
@ktmguy200
@primer_ai

Top Tweeters in G8:
@ea