dctech, Twitter, 11/29/2022 6:58:35 AM, 285100


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dctech_2022-11-28_22-45-00.xlsx
dctech_2022-11-28_22-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
dctech via NodeXL https://bit.ly/3EDM9ZC
@dctech_76
@req_co
@joinbuildwithin
@ximenahartsock
@thesiliconhill
@boogsuge
@rkwdc
@jitegdlkes
@off2the_wallace
@margaretdunning

Top hashtags:
#dctech
#fast500
#nationalapprenticeshipweek
#tech
#naw2022
#futureofwork

Description:
Description
The graph represents a network of 190 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, 29 November 2022 at 06:45 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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, 18-hour, 2-minute period from Tuesday, 15 November 2022 at 06:02 UTC to Tuesday, 29 November 2022 at 00:04 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 : 190
Unique Edges : 228
Edges With Duplicates : 412
Total Edges : 640
Number of Edge Types : 5
Mentions : 404
MentionsInRetweet : 76
Retweet : 44
Tweet : 34
Replies to : 82
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0776699029126214
Reciprocated Edge Ratio : 0.144144144144144
Connected Components : 25
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 411
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.093886
Graph Density : 0.00927318295739348
Modularity : 0.403752
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 190 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, 29 November 2022 at 06:45 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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, 18-hour, 2-minute period from Tuesday, 15 November 2022 at 06:02 UTC to Tuesday, 29 November 2022 at 00:04 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:
[2] https://wtop.com/dc/2022/11/dc-tech-startup-creates-path-to-10000-it-jobs-across-region/
[2] https://twitter.com/USDResponse/status/1596904431802425346
[2] https://twitter.com/jsitel/status/1595897219957555200
[2] https://www.dctechtrends.com/2016/06/cutting-edge-tech-to-promote-your-digital-growth-startup/
[1] https://technical.ly/
[1] https://technical.ly/startups/dc-technically-awards-nominees-2022
[1] https://cheddar.com/media/software-company-buildwithin-helps-to-create-upskilling-programs
[1] https://twitter.com/i/status/1586695438794629121
[1] https://www.yahoo.com/entertainment/is-goofy-a-dog-bill-farmer-interview-disney-170129657.html
[1] https://twitter.com/Connectpreneur/status/1597307288003694593

Top URLs in Tweet in G1:
[1] https://www.yahoo.com/entertainment/is-goofy-a-dog-bill-farmer-interview-disney-170129657.html
[1] https://twitter.com/i/status/1586695438794629121

Top URLs in Tweet in G2:
[2] https://twitter.com/USDResponse/status/1596904431802425346
[2] https://twitter.com/jsitel/status/1595897219957555200
[1] https://wtop.com/dc/2022/11/dc-tech-startup-creates-path-to-10000-it-jobs-across-region/
[1] https://twitter.com/JoinBuildwithin/status/1592219838407401472
[1] https://cheddar.com/media/software-company-buildwithin-helps-to-create-upskilling-programs
[1] https://twitter.com/cityworksdc/status/1593313909661908992
[1] https://twitter.com/GSA_Sonny/status/1594784193921355814
[1] https://twitter.com/BeeckCenter/status/1595181882072829954
[1] https://twitter.com/darrenmarble/status/1596644505456766976
[1] https://twitter.com/jsitel/status/1594783806476935168

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=LMxRCR6wnfY&feature=youtu.be

[1] https://twitter.com/Skiddychris922/status/1592223361790545920?t=veWBtYDLSBNjEMOQiamnzw&s=19

Top URLs in Tweet in G5:
[1] https://twitter.com/Network_Sui/status/1594426482377785344

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=TCQsaiDQ0kA&feature=youtu.be

[1] https://www.linkedin.com/feed/update/urn:li:share:6998446980746084353
[1] https://twitter.com/blackerpink/status/1593114667400167424
[1] https://wtop.com/dc/2022/11/dc-tech-startup-creates-path-to-10000-it-jobs-across-region/
[1] https://twitter.com/Connectpreneur/status/1597307288003694593

Top URLs in Tweet in G7:
[1] https://technical.ly/
[1] https://technical.ly/startups/dc-technically-awards-nominees-2022

Top URLs in Tweet in G9:
[2] https://www.dctechtrends.com/2016/06/cutting-edge-tech-to-promote-your-digital-growth-startup/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] dctech
[26] fast500
[11] nationalapprenticeshipweek
[6] tech
[6] naw2022
[4] futureofwork
[3] apprenticeships
[3] dc
[3] fastgrowth
[2] startups



Top Hashtags in Tweet in G2:
[26] dctech
[11] nationalapprenticeshipweek
[6] naw2022
[4] futureofwork
[3] apprenticeships
[3] tech
[2] dc
[1] socialmobility
[1] trailblazers
[1] webuildsummit

Top Hashtags in Tweet in G3:
[26] fast500
[25] dctech
[3] fastgrowth
[1] entrepreneurs

Top Hashtags in Tweet in G6:
[4] dctech
[2] startups
[1] femalefounders
[1] assnchat
[1] association
[1] nonprofit
[1] ams

Top Hashtags in Tweet in G7:
[3] dctech

Top Hashtags in Tweet in G9:
[2] tech
[2] digitalgrowth
[2] startup
[2] dctech

Top Words
Top Words in Tweet in Entire Graph:
[63] #dctech
[49] dctech_76
[44] ecto_fun
[44] bloodybradmusic
[44] catlord73
[42] sgunnetpart2
[27] iamthefawb
[27] miikey716
[26] #fast500
[24] growth

Top Words in Tweet in G1:
[7] elonmusk
[5] dctech_76
[5] time
[4] long
[3] way
[3] still
[3] work
[3] better
[3] problem
[3] same

Top Words in Tweet in G2:
[26] #dctech
[15] joinbuildwithin
[12] yes
[12] saying
[11] #nationalapprenticeshipweek
[11] apprenticeships
[10] thanks
[10] rkwdc
[10] auguridis
[10] leona

Top Words in Tweet in G3:
[26] #fast500
[25] #dctech
[24] growth
[24] deloittetmt
[23] list
[8] ranking
[7] year
[6] congrats
[6] team
[5] landed

Top Words in Tweet in G4:
[43] ecto_fun
[43] bloodybradmusic
[43] catlord73
[43] dctech_76
[41] sgunnetpart2
[27] iamthefawb
[27] miikey716
[16] htafc_lamont
[11] redemptionarc20
[10] lostonryo

Top Words in Tweet in G6:
[17] dctech
[9] internet
[6] sa
[5] ngayon
[4] lang
[4] #dctech
[3] nako
[3] ba
[3] ka
[3] pa

Top Words in Tweet in G7:
[3] power
[3] #dctech
[2] development
[2] arlingtonva
[2] latest
[2] economic
[2] here's
[2] moves
[2] touhill
[2] director

Top Words in Tweet in G9:
[2] #tech
[2] #digitalgrowth
[2] cutting
[2] edge
[2] uddbrbqjxl
[2] seeking
[2] #startup
[2] #dctech
[2] promote
[2] co

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] bloodybradmusic,ecto_fun
[44] catlord73,bloodybradmusic
[39] sgunnetpart2,catlord73
[38] dctech_76,sgunnetpart2
[24] miikey716,dctech_76
[21] deloittetmt,#dctech
[19] iamthefawb,miikey716
[16] #fast500,list
[12] saying,yes
[10] celebrating,goldentridc's

Top Word Pairs in Tweet in G1:
[2] first,decapping
[2] took,time
[2] ft,elonmusk
[2] went,down
[2] smooth,taste
[2] voyage,mars
[2] elonmusk,elonmusk
[2] tests,fiber
[2] particle,doodle
[2] long,day

Top Word Pairs in Tweet in G2:
[12] saying,yes
[10] goldentridc's,ceo
[10] leona,auguridis
[10] ceo,leona
[10] auguridis,saying
[10] celebrating,goldentridc's
[10] #nationalapprenticeshipweek,celebrating
[10] day,#nationalapprenticeshipweek
[9] joinbuildwithin,day
[8] #dctech,beyond

Top Word Pairs in Tweet in G3:
[21] deloittetmt,#dctech
[16] #fast500,list
[9] growth,deloittetmt
[5] greater,washington
[3] national,capital
[3] congrats,team
[3] making,#fast500
[3] list,deloittetmt
[3] #fast500,national
[3] deloitte,#fast500

Top Word Pairs in Tweet in G4:
[43] catlord73,bloodybradmusic
[43] bloodybradmusic,ecto_fun
[38] dctech_76,sgunnetpart2
[38] sgunnetpart2,catlord73
[24] miikey716,dctech_76
[19] iamthefawb,miikey716
[10] lostonryo,dctech_76
[10] htafc_lamont,iamthefawb
[9] concurran22,htafc_lamont
[6] iamthefawb,dctech_76

Top Word Pairs in Tweet in G6:
[2] sa,internet
[2] anuna,dctech
[2] internet,dctech

Top Word Pairs in Tweet in G7:
[2] #dctech,ryan
[2] touhill,director
[2] development,arlingtonva
[2] economic,development
[2] power,moves
[2] moves,here's
[2] latest,#dctech
[2] director,economic
[2] ryan,touhill
[2] here's,latest

Top Word Pairs in Tweet in G9:
[2] promote,#digitalgrowth
[2] #startup,co
[2] dctechtrends,#dctech
[2] edge,#tech
[2] co,uddbrbqjxl
[2] #tech,promote
[2] cutting,edge
[2] uddbrbqjxl,dctechtrends
[2] #digitalgrowth,#startup
[2] seeking,cutting

Top Replied-To
Top Replied-To in Entire Graph:
@redemptionarc20
@dctech_76
@iamthefawb
@miikey716
@lostonryo
@htafc_lamont
@sgunnetpart2
@thewellredmage
@normal_andy
@elonmusk

Top Replied-To in G1:
@dctech_76
@thewellredmage
@luckybonusyes
@normal_andy
@elonmusk
@sgunnetpart2
@shrouddev
@hormonaljew
@wilnyl
@udoo_board

Top Replied-To in G3:
@curbiohq
@fundrise

Top Replied-To in G4:
@redemptionarc20
@iamthefawb
@htafc_lamont
@miikey716
@lostonryo
@dctech_76
@sgunnetpart2
@skiddychris922
@shelldr4ke
@faggotbalsa

Top Replied-To in G8:
@dontcaredem

Top Replied-To in G10:
@oiragasm

Top Mentioned
Top Mentioned in Entire Graph:
@catlord73
@bloodybradmusic
@ecto_fun
@dctech_76
@sgunnetpart2
@deloittetmt
@miikey716
@iamthefawb
@joinbuildwithin
@htafc_lamont

Top Mentioned in G1:
@elonmusk
@samsykesswears
@gshnuggy
@maxthunderbeard
@catlord73
@bloodybradmusic
@ecto_fun
@theradxa
@raspberry_pi
@espressifsystem

Top Mentioned in G2:
@joinbuildwithin
@goldentridc
@rkwdc
@ximenahartsock
@does_dc
@axios
@axioshq
@cityworksdc
@frankgruber
@wtop

Top Mentioned in G3:
@deloittetmt
@deloitte
@req_co
@tryhungry
@ile
@sayarilabs
@clutch_co
@qmulos
@interosinc
@brillientcorp

Top Mentioned in G4:
@catlord73
@bloodybradmusic
@ecto_fun
@dctech_76
@sgunnetpart2
@miikey716
@iamthefawb
@htafc_lamont
@concurran22
@lostonryo

Top Mentioned in G5:
@noobspace_
@omega5upreme
@garciajustine16
@tracykl03226799
@phuhung09847607
@dctech
@workyourhardest
@alanlovesdirt
@damilar85860400
@sazibecchi

Top Mentioned in G7:
@arlingtonva
@standd_io
@techstarssea
@technicallydc

Top Mentioned in G8:
@dctech_76
@amitanasir
@davenewworld_2

Top Mentioned in G9:
@dctechtrends
@straush0use

Top Mentioned in G10:
@toyletpaper_

Top Tweeters
Top Tweeters in Entire Graph:
@ucloudify
@myloc_tracker
@wtop
@samsykesswears
@the__hustlerguy
@joseph_santoro
@replicantpinky
@thesiliconhill
@toyletpaper_
@conceptualjames

Top Tweeters in G1:
@samsykesswears
@replicantpinky
@conceptualjames
@thewellredmage
@chadloder
@raxkingisdead
@carterforva
@comtar
@elivalley
@gshnuggy

Top Tweeters in G2:
@myloc_tracker
@wtop
@the__hustlerguy
@thesiliconhill
@axios
@_ellabot
@cheddar
@margaretdunning
@frankgruber
@ctatech

Top Tweeters in G3:
@ucloudify
@morningconsult
@deloitte
@brazenhq
@jll
@clutch_co
@deloittetmt
@idme
@nasdaq
@cooleyllp

Top Tweeters in G4:
@acecourtbot2
@ecto_fun
@bloodybradmusic
@poke__boy
@iamthefawb
@bertil_hatt
@off2the_wallace
@lostonryo
@durkish_delight
@bashanrivas

Top Tweeters in G5:
@ivabulous
@unverhandelbar
@workyourhardest
@dctech
@damilar85860400
@alanlovesdirt
@lgamkrelidze
@garciajustine16
@noobspace_
@phuhung09847607

Top Tweeters in G6:
@joseph_santoro
@blackerpink
@imdanicaroque
@thevanisher25
@leeloisee
@banananoninana
@justtapple
@sandrowitz
@stephers25
@aprilicious_ss

Top Tweeters in G7:
@arlingtonva
@technicallydc
@standd_io
@techstarssea

Top Tweeters in G8:
@davenewworld_2
@amitanasir
@boogsuge
@dontcaredem

Top Tweeters in G9:
@taylorg64143008
@straush0use
@dctechtrends

Top Tweeters in G10:
@toyletpaper_
@mooshidae
@oiragasm