dctech, Twitter, 6/7/2022 6:19:45 AM, 277821


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dctech_2022-06-06_22-45-00.xlsx
dctech_2022-06-06_22-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2022
Short Description:
dctech via NodeXL https://bit.ly/3mhLa8N
@dctech_76
@this0499154500
@thesiliconhill
@technicallydc
@rkwdc
@mikebecatti
@apprenticestech
@socialdriver
@janicekmandel
@washingtonian

Top hashtags:
#dctech
#techcareers
#dc
#techjobs
#tech
#districtofcomebacks
#technology

Description:
Description
The graph represents a network of 100 Twitter users whose tweets in the requested range contained "dctech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 June 2022 at 05:45 UTC.

The requested start date was Tuesday, 07 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 27-minute period from Tuesday, 24 May 2022 at 02:37 UTC to Monday, 06 June 2022 at 18:05 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 : 100
Unique Edges : 81
Edges With Duplicates : 115
Total Edges : 196
Number of Edge Types : 5
Mentions : 50
MentionsInRetweet : 44
Retweet : 31
Replies to : 28
Tweet : 43
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0804597701149425
Reciprocated Edge Ratio : 0.148936170212766
Connected Components : 30
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 147
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.071657
Graph Density : 0.0094949494949495
Modularity : 0.43558
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 100 Twitter users whose tweets in the requested range contained "dctech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 June 2022 at 05:45 UTC.

The requested start date was Tuesday, 07 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 15-hour, 27-minute period from Tuesday, 24 May 2022 at 02:37 UTC to Monday, 06 June 2022 at 18:05 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 : dctech
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:
[3] https://technical.ly/startups/blackboard-dctech-original-team-members
[2] https://www.hackster.io/news/mintypico-gaming-system-8c8328dca525
[2] https://www.linkedin.com/feed/update/urn:li:share:6933435204309065728
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276965
[2] https://www.herimpactdc.net/?utm_source=twitter&utm_medium=socMed&utm_campaign=181005
[1] https://technical.ly/startups/money-moves-oxiwear-xator-tedco
[1] https://www.obviouslydc.com/
[1] https://www.socialdriver.com/posts/social-driver-ceo-thomas-sanchez-named-tech-titan-by-washingtonian
[1] https://twitter.com/web3dc/status/1532461206014943233
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277400

Top URLs in Tweet in G1:
[1] https://twitter.com/Frixiboy/status/1530265040019804161

Top URLs in Tweet in G2:
[2] https://www.hackster.io/news/mintypico-gaming-system-8c8328dca525

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276965
[1] https://twitter.com/this0499154500/status/1529040452095250432
[1] https://twitter.com/stephers25/status/1527669579031269376
[1] https://twitter.com/TechnicallyDC/status/1530625475260948481
[1] https://www.obviouslydc.com/
[1] https://www.washingtonpost.com/business/2022/03/09/biden-crypto-executive-order/
[1] https://www.bisnow.com/washington-dc/news/healthcare/dc-announces-plans-to-invest-92m-in-life-sciences-capital-projects-across-4-campuses-112826
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277400
[1] https://fiscalnote.com/press-room/fiscalnote-announces-plans-to-become-publicly-traded

Top URLs in Tweet in G4:
[3] https://technical.ly/startups/blackboard-dctech-original-team-members
[1] https://technical.ly/startups/money-moves-oxiwear-xator-tedco
[1] https://www.surveymonkey.com/r/TDCA17?utm_source=twitter&utm_medium=social-media&utm_campaign=nov-2017&utm_term=1&utm_content=awards

Top URLs in Tweet in G5:
[2] https://www.linkedin.com/feed/update/urn:li:share:6933435204309065728
[1] https://twitter.com/ActionFigureAI/status/1529199564670083074
[1] https://www.socialdriver.com/posts/social-driver-ceo-thomas-sanchez-named-tech-titan-by-washingtonian

Top URLs in Tweet in G8:
[1] https://twitter.com/web3dc/status/1532461206014943233

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] dctech
[6] techcareers
[6] dc
[6] techjobs
[6] tech
[5] districtofcomebacks
[4] technology
[4] techapprentices
[3] apprenticeships
[2] cybersecurity



Top Hashtags in Tweet in G1:
[2] dctech
[1] assnchat
[1] association
[1] nonprofit
[1] compliance

Top Hashtags in Tweet in G2:
[1] ifixit
[1] esp8266
[1] diy

Top Hashtags in Tweet in G3:
[14] dctech
[6] techcareers
[6] dc
[6] techjobs
[6] tech
[4] districtofcomebacks
[4] technology
[4] techapprentices
[3] apprenticeships
[2] techapprenticeship

Top Hashtags in Tweet in G4:
[6] dctech
[1] feelingmpowered

Top Hashtags in Tweet in G5:
[10] dctech
[1] districtofcomebacks
[1] washingtonian

Top Hashtags in Tweet in G8:
[2] web3dc
[1] dctech
[1] nfts

Top Hashtags in Tweet in G9:
[1] thickdata
[1] dctech

Top Words
Top Words in Tweet in Entire Graph:
[52] á
[37] #dctech
[33] dctech
[13] dctech_76
[10] ê
[9] one
[8] tech
[8] help
[7] blackboard
[7] normal_andy

Top Words in Tweet in G1:
[23] dctech
[7] sa
[5] yawa
[4] ang
[3] nga
[3] ning
[3] mo
[3] akong
[2] grabe
[2] jud

Top Words in Tweet in G2:
[9] dctech_76
[7] one
[7] normal_andy
[7] gamesters_bay
[4] console
[3] hot
[3] psone
[2] hacksterio
[2] mintypico
[2] portable

Top Words in Tweet in G3:
[52] á
[13] #dctech
[10] ê
[6] #techcareers
[6] #dc
[6] #techjobs
[6] #tech
[6] éªá
[5] apprenticestech
[4] world

Top Words in Tweet in G4:
[6] #dctech
[6] blackboard
[6] help
[5] technicallydc
[3] build
[3] original
[3] team
[3] membersâ
[3] founding
[3] journeys

Top Words in Tweet in G5:
[10] #dctech
[5] dc
[4] tech
[3] falcicchio
[3] rkwdc
[3] washingtonian
[3] named
[3] ceo
[3] co
[3] founder

Top Words in Tweet in G6:
[3] pldt_cares
[3] dctech
[2] mscathygonzaga
[2] mag

Top Words in Tweet in G8:
[2] planning
[2] coming
[2] stuck
[2] right
[2] weather
[2] amazing
[2] #web3dc
[2] meetup
[2] hope
[2] join

Top Words in Tweet in G9:
[2] helping

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] á,á
[8] á,ê
[8] ê,á
[4] normal_andy,dctech_76
[4] blackboard,help
[4] help,build
[4] build,#dctech
[4] #dctech,original
[4] original,team
[4] team,membersâ

Top Word Pairs in Tweet in G1:
[3] ang,dctech
[3] ning,dctech
[2] sa,dctech
[2] yawa,dctech
[2] dctech,oy

Top Word Pairs in Tweet in G2:
[4] normal_andy,dctech_76
[3] normal_andy,gamesters_bay
[3] gamesters_bay,dctech_76
[2] mintypico,portable
[2] portable,game
[2] game,console
[2] console,crammed
[2] crammed,inside
[2] inside,altoids
[2] altoids,smalls

Top Word Pairs in Tweet in G3:
[30] á,á
[8] á,ê
[8] ê,á
[4] #tech,#techapprentices
[4] á,éªá
[4] éªé,á
[4] á,œê
[4] á,êœá
[4] #dc,#tech
[3] dctech,nodexl

Top Word Pairs in Tweet in G4:
[3] blackboard,help
[3] help,build
[3] build,#dctech
[3] #dctech,original
[3] original,team
[3] team,membersâ
[3] membersâ,founding
[3] founding,journeys
[3] journeys,help
[3] help,explain

Top Word Pairs in Tweet in G5:
[3] washingtonian,named
[3] named,ceo
[3] ceo,co
[3] co,founder
[3] founder,thomassanchez
[3] thomassanchez,tech
[3] tech,titan
[3] titan,work
[3] work,dc
[3] dc,innovation

Top Word Pairs in Tweet in G6:
[2] mscathygonzaga,pldt_cares
[2] pldt_cares,mag
[2] mag,dctech

Top Word Pairs in Tweet in G8:
[2] planning,coming
[2] coming,stuck
[2] stuck,right
[2] right,weather
[2] weather,amazing
[2] amazing,#web3dc
[2] #web3dc,meetup
[2] meetup,hope
[2] hope,join
[2] join,next

Top Replied-To
Top Replied-To in Entire Graph:
@normal_andy
@dctech_76
@gamesters_bay
@mscathygonzaga
@hacksterio
@pete_junction
@stry8993
@sentedcruz
@kiwapebretech
@ronfilipkowski

Top Replied-To in G2:
@normal_andy
@dctech_76
@gamesters_bay
@nickadamsinusa
@indefatigable
@meredithbull
@ronfilipkowski
@kiwapebretech
@sentedcruz
@stry8993

Top Replied-To in G5:
@washingtonian

Top Replied-To in G6:
@mscathygonzaga
@_eckaaaaa

Top Replied-To in G7:
@dctech_76

Top Replied-To in G9:
@kaygoesoutside

Top Replied-To in G10:
@atynnawesome

Top Mentioned
Top Mentioned in Entire Graph:
@dctech_76
@technicallydc
@falcicchio
@thesiliconhill
@rkwdc
@gamesters_bay
@apprenticestech
@blackboard
@mayorbowser
@washingtonian

Top Mentioned in G2:
@dctech_76
@gamesters_bay
@hacksterio
@ryobitoolsusa
@lmfaowith
@formalferris
@sophia_nyx
@good_faces_bot
@foone
@normal_andy

Top Mentioned in G3:
@apprenticestech
@thesiliconhill
@falcicchio
@this0499154500
@dctech_76
@rkwdc
@mayorbowser
@frankgruber
@janicekmandel

Top Mentioned in G4:
@technicallydc
@blackboard
@oxiwear
@mdtedco
@parsonscorp
@fullmeasureed
@mpowerfinancing

Top Mentioned in G5:
@falcicchio
@rkwdc
@thomassanchez
@socialdriver
@washingtonian
@thesiliconhill
@mayorbowser
@technicallydc
@stephers25
@dmpeddc

Top Mentioned in G6:
@pldt_cares

Top Mentioned in G7:
@dell
@dellcares

Top Mentioned in G8:
@cathyhackl
@web3dc

Top Mentioned in G9:
@before_dev

Top Tweeters
Top Tweeters in Entire Graph:
@xaelbot
@pldt_cares
@vievararosel
@botfemale
@dellcares
@foone
@thesiliconhill
@washingtonian
@dell
@_ellabot

Top Tweeters in G1:
@elieanika
@vi_ndmn
@keymcanon
@kylecullantes07
@jewawawang
@kristiantorrero
@aieoruuuh
@frixiboy
@sonbisyoso
@yvonnepueblos

Top Tweeters in G2:
@foone
@hacksterio
@ronfilipkowski
@stry8993
@sophia_nyx
@nickadamsinusa
@kiwapebretech
@sentedcruz
@ryobitoolsusa
@normal_andy

Top Tweeters in G3:
@xaelbot
@botfemale
@_ellabot
@frankgruber
@mayorbowser
@this0499154500
@rkwdc
@falcicchio
@loresystems
@chicag_no

Top Tweeters in G4:
@vievararosel
@hoey1
@technicallydc
@blackboard
@parsonscorp
@mdtedco
@mpowerfinancing
@taoanhtuan2
@oxiwear
@fullmeasureed

Top Tweeters in G5:
@thesiliconhill
@washingtonian
@thomassanchez
@actionfigureai
@socialdriver
@dmpeddc
@stephers25
@capitolideasdc

Top Tweeters in G6:
@pldt_cares
@talyaaa22
@mscathygonzaga
@_eckaaaaa
@krisnin23
@paowix_1997

Top Tweeters in G7:
@dellcares
@dell
@mikebecatti

Top Tweeters in G8:
@cathyhackl
@nftqueen_nft
@web3dc

Top Tweeters in G9:
@weinberg81
@kaygoesoutside
@before_dev

Top Tweeters in G10:
@atynnawesome
@xmaixca


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