dctech, Twitter, 6/14/2022 6:49:27 AM, 278290


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dctech_2022-06-13_22-45-00.xlsx
dctech_2022-06-13_22-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2022
Short Description:
dctech via NodeXL https://bit.ly/3zBYH2A
@dctech_76
@this0499154500
@technicallydc
@hiringnowintech
@mikebecatti
@thesiliconhill
@dcasha
@cathyhackl
@weinberg81
@normal_andy

Top hashtags:
#dctech
#dc
#techjobs
#tech
#techcareers
#apprenticeships
#womenintech

Description:
Description
The graph represents a network of 122 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, 14 June 2022 at 05:45 UTC.

The requested start date was Tuesday, 14 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, 5-hour, 58-minute period from Tuesday, 31 May 2022 at 14:27 UTC to Monday, 13 June 2022 at 20:26 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 : 122
Unique Edges : 106
Edges With Duplicates : 96
Total Edges : 202
Number of Edge Types : 5
Mentions : 64
Replies to : 57
Retweet : 20
MentionsInRetweet : 27
Tweet : 34
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0648148148148148
Reciprocated Edge Ratio : 0.121739130434783
Connected Components : 30
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 77
Maximum Edges in a Connected Component : 160
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.463074
Graph Density : 0.00779027232082374
Modularity : 0.459636
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 122 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, 14 June 2022 at 05:45 UTC.

The requested start date was Tuesday, 14 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, 5-hour, 58-minute period from Tuesday, 31 May 2022 at 14:27 UTC to Monday, 13 June 2022 at 20:26 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277821
[1] https://twitter.com/ApprenticesTech/status/1536418675452002304
[1] https://twitter.com/GOGcom/status/1533816639279489024
[1] https://www.ama-assn.org/system/files/issue-brief-increases-in-opioid-related-overdose.pdf
[1] https://app.klarna.com/help-center
[1] https://www.youtube.com/watch?v=gRnuFC4Ualw&feature=youtu.be

[1] https://twitter.com/Joseph_Marks_/status/1534610725196517376
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277400

Top URLs in Tweet in G1:
[2] https://www.hackster.io/news/mintypico-gaming-system-8c8328dca525
[1] https://www.ama-assn.org/system/files/issue-brief-increases-in-opioid-related-overdose.pdf
[1] https://twitter.com/GOGcom/status/1533816639279489024
[1] https://app.klarna.com/help-center

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=gRnuFC4Ualw&feature=youtu.be


Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277821
[1] https://twitter.com/Joseph_Marks_/status/1534610725196517376
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277400

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

Top URLs in Tweet in G6:
[1] https://twitter.com/web3dc/status/1532461206014943233

Top URLs in Tweet in G8:
[1] https://twitter.com/ApprenticesTech/status/1536418675452002304

Top Domains
Top Domains in Tweet in Entire Graph:
[4] twitter.com
[4] technical.ly
[3] nodexlgraphgallery.org
[2] hackster.io
[1] ama-assn.org
[1] klarna.com
[1] youtube.com

Top Domains in Tweet in G1:
[2] hackster.io
[1] ama-assn.org
[1] twitter.com
[1] klarna.com

Top Domains in Tweet in G2:
[1] youtube.com

Top Domains in Tweet in G3:
[3] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G4:
[4] technical.ly

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] dctech
[4] dc
[4] techjobs
[4] tech
[3] techcareers
[2] apprenticeships
[2] womenintech
[2] districtofcomebacks
[2] technology
[2] cybersecurity



Top Hashtags in Tweet in G1:
[1] ifixit
[1] esp8266
[1] diy

Top Hashtags in Tweet in G2:
[1] dctech
[1] compliance
[1] svt_hot
[1] seventeen
[1] 세븐틴

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

Top Hashtags in Tweet in G4:
[4] dctech

Top Hashtags in Tweet in G5:
[1] smallworld
[1] dctech
[1] transferableskills

Top Hashtags in Tweet in G6:
[2] web3dc
[1] dctech
[1] nfts

Top Hashtags in Tweet in G7:
[1] thickdata
[1] dctech

Top Hashtags in Tweet in G8:
[1] futureofwork
[1] dctech
[1] apprenticeships
[1] newcollarworkers
[1] jobs
[1] techapprenticeships
[1] womenintech

Top Hashtags in Tweet in G9:
[1] kingstoniswithyou

Top Words
Top Words in Tweet in Entire Graph:
[52] á
[26] dctech
[21] dctech_76
[18] #dctech
[12] one
[11] help
[10] normal_andy
[10] ê
[9] sa
[7] gamesters_bay

Top Words in Tweet in G1:
[17] dctech_76
[10] normal_andy
[10] one
[7] gamesters_bay
[4] chuckcallesto
[4] see
[4] console
[4] never
[3] know
[3] built

Top Words in Tweet in G2:
[18] dctech
[9] sa
[4] akong
[4] internet
[4] oy
[3] ang
[3] way
[2] dca
[2] hot
[2] companies

Top Words in Tweet in G3:
[52] á
[10] ê
[7] #dctech
[6] éªá
[5] thesiliconhill
[4] this0499154500
[4] dctech_76
[4] éªé
[4] ϐ
[4] êœá

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

Top Words in Tweet in G5:
[2] fraserde

Top Words in Tweet in G6:
[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 G7:
[2] helping

Top Words in Tweet in G9:
[2] kingston
[2] ironkey
[2] privacy
[2] 80
[2] external
[2] ssd
[2] offers
[2] wealth
[2] features
[2] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] á,á
[8] á,ê
[8] ê,á
[5] 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:
[5] normal_andy,dctech_76
[3] normal_andy,gamesters_bay
[3] gamesters_bay,dctech_76
[2] hot,tip
[2] tip,avoid
[2] avoid,writing
[2] writing,bugs
[2] bugs,write
[2] write,software
[2] mintypico,portable

Top Word Pairs in Tweet in G2:
[2] ang,dctech
[2] ning,dctech
[2] sa,dctech
[2] dctech,oy
[2] dctech,uy
[2] way,internet

Top Word Pairs in Tweet in G3:
[30] á,á
[8] á,ê
[8] ê,á
[4] á,éªá
[4] éªé,á
[4] á,œê
[4] á,êœá
[3] dctech,nodexl
[3] dctech_76,this0499154500
[2] news,events

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 G6:
[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 Word Pairs in Tweet in G9:
[2] kingston,ironkey
[2] ironkey,privacy
[2] privacy,80
[2] 80,external
[2] external,ssd
[2] ssd,offers
[2] offers,wealth
[2] wealth,features
[2] features,help
[2] help,keep

Top Replied-To
Top Replied-To in Entire Graph:
@dctech_76
@normal_andy
@foone
@gamesters_bay
@chuckcallesto
@postudios
@loof_dbd
@pete_junction
@lmfaowith
@sophia_nyx

Top Replied-To in G1:
@dctech_76
@normal_andy
@chuckcallesto
@foone
@gamesters_bay
@postudios
@meredithbull
@ronfilipkowski
@kiwapebretech
@sentedcruz

Top Replied-To in G3:
@dctech_76

Top Replied-To in G5:
@fraserde

Top Replied-To in G7:
@kaygoesoutside

Top Replied-To in G10:
@loof_dbd

Top Mentioned
Top Mentioned in Entire Graph:
@dctech_76
@technicallydc
@gamesters_bay
@thesiliconhill
@this0499154500
@rkwdc
@apprenticestech
@blackboard
@chuckcallesto
@klarna

Top Mentioned in G1:
@dctech_76
@gamesters_bay
@klarna
@microsoftstore
@chuckcallesto
@ryobitoolsusa
@formalferris
@hacksterio
@damgentemp
@lenubienne

Top Mentioned in G3:
@thesiliconhill
@technicallydc
@this0499154500
@dctech_76
@rkwdc
@apprenticestech
@mikebecatti
@janicekmandel
@washingtonian
@socialdriver

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

Top Mentioned in G5:
@1776dc

Top Mentioned in G6:
@cathyhackl
@web3dc

Top Mentioned in G7:
@before_dev

Top Mentioned in G8:
@jennifertaylorm

Top Mentioned in G9:
@kingstontech

Top Tweeters
Top Tweeters in Entire Graph:
@teamyoutube
@mashable
@vievararosel
@lenubienne
@dellcares
@d_ast777
@foone
@eevee
@thesiliconhill
@microsoftstore

Top Tweeters in G1:
@teamyoutube
@mashable
@lenubienne
@foone
@eevee
@microsoftstore
@jojofromjerz
@sarah_edo
@bridgetmi1968
@paulxbearer

Top Tweeters in G2:
@imdanicaroque
@asdfgh8520
@joyofhoon
@httpbyns
@sasngyyy
@aieoruuuh
@rbkdlsrn
@hannicolemings
@sum_cris
@joshujibang

Top Tweeters in G3:
@dellcares
@d_ast777
@thesiliconhill
@washingtonian
@dell
@this0499154500
@rkwdc
@falcicchio
@hiringnowintech
@chicag_no

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

Top Tweeters in G5:
@dcasha
@1776dc
@fraserde

Top Tweeters in G6:
@cathyhackl
@nftqueen_nft
@web3dc

Top Tweeters in G7:
@weinberg81
@kaygoesoutside
@before_dev

Top Tweeters in G8:
@ximenahartsock
@jennifertaylorm

Top Tweeters in G9:
@kingstontech
@erik_dctech

Top Tweeters in G10:
@loof_dbd
@koge_cha_n


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