dctech, Twitter, 5/10/2022 5:51:10 AM, 276003


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dctech_2022-05-09_22-45-00.xlsx
dctech_2022-05-09_22-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 10, 2022
Short Description:
dctech via NodeXL https://bit.ly/3L7dx3y
@dctech_76
@polish_man23
@deanpelletier26
@apprenticestech
@thesiliconhill
@rkwdc
@theinfamousels
@revolverzanbolt
@dub_wizzer
@cathyhackl

Top hashtags:
#dctech
#techjobs
#womenintech
#web3
#techcareers
#100daysofcode

Description:
Description
The graph represents a network of 144 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, 10 May 2022 at 05:45 UTC.

The requested start date was Tuesday, 10 May 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, 6-hour, 15-minute period from Tuesday, 26 April 2022 at 12:33 UTC to Monday, 09 May 2022 at 18:49 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 : 144
Unique Edges : 126
Edges With Duplicates : 504
Total Edges : 630
Number of Edge Types : 5
Tweet : 59
Retweet : 25
MentionsInRetweet : 26
Mentions : 411
Replies to : 109
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0852713178294574
Reciprocated Edge Ratio : 0.157142857142857
Connected Components : 52
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 526
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.928346
Graph Density : 0.0067987567987568
Modularity : 0.206591
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 144 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, 10 May 2022 at 05:45 UTC.

The requested start date was Tuesday, 10 May 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, 6-hour, 15-minute period from Tuesday, 26 April 2022 at 12:33 UTC to Monday, 09 May 2022 at 18:49 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://www.sandiegouniontribune.com/
[2] http://bizj.us/1qez3k
[1] https://www.themarkoffices.com/
[1] https://twitter.com/oogamusic/status/1522886829350948864
[1] https://twitter.com/damgentemp/status/1501484184128393217?s=20&t=jZaci5Tnq8UWEoLaR0aSgQ
[1] https://twitter.com/foone/status/1010067430096269314
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DL90smU0SOcQ&q=EgS4SO-bGPe155MGIhCkOhcbiV1E47LD-L_2gHPqMgFy
[1] https://archive.org/search.php?query=Sound+Blaster+Live+CD
[1] https://www.vogons.org/viewtopic.php?f=62&t=67833&start=40#top
[1] https://docs.microsoft.com/en-us/troubleshoot/windows-server/backup-and-storage/disk-defragmenter-limitations

Top URLs in Tweet in G1:
[1] https://law.justia.com/cases/federal/district-courts/new-york/nysdce/1:2019cv11161/527808/39/
[1] https://www.youtube.com/watch?t=45&v=HRwk2dr9chw&feature=youtu.be
[1] https://www.gamedeveloper.com/business/remedy-is-remaking-the-first-two-max-payne-games-with-its-own-engine
[1] https://docs.microsoft.com/en-us/troubleshoot/windows-server/backup-and-storage/disk-defragmenter-limitations
[1] https://archive.org/search.php?query=Sound+Blaster+Live+CD
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DL90smU0SOcQ&q=EgS4SO-bGPe155MGIhCkOhcbiV1E47LD-L_2gHPqMgFy
[1] https://twitter.com/foone/status/1010067430096269314
[1] https://twitter.com/damgentemp/status/1501484184128393217?s=20&t=jZaci5Tnq8UWEoLaR0aSgQ
[1] https://www.vogons.org/viewtopic.php?f=62&t=67833&start=40#top

Top URLs in Tweet in G2:
[1] https://store.playstation.com/en-us/home/games
[1] https://www.themarkoffices.com/

Top URLs in Tweet in G3:
[1] https://twitter.com/polish_man23/status/1521103203655471105
[1] https://www.cnbc.com/amp/2021/03/08/covid-cdc-study-finds-roughly-78percent-of-people-hospitalized-were-overweight-or-obese.html
[1] https://twitter.com/mattbc/status/1479637131748380672
[1] https://www.nytimes.com/2020/06/23/health/baby-powder-cancer.html
[1] https://www.youtube.com/watch?v=Mxk4Sgpn09o&feature=youtu.be

[1] https://www.enjuris.com/blog/resources/largest-pharmaceutical-settlements-lawsuits/

Top URLs in Tweet in G5:
[1] https://twitter.com/JRosenworcelFCC/status/1519691464162349056
[1] https://twitter.com/jsitel/status/1518630531063332866

Top URLs in Tweet in G9:
[1] https://1863.smapply.io/prog/inclusive_innovation_equity_impact_fund

Top URLs in Tweet in G10:
[1] https://twitter.com/afp/status/1520427757997596677

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] dctech
[7] techjobs
[6] womenintech
[6] web3
[6] techcareers
[5] 100daysofcode
[3] makeyourmark
[3] themarkdc
[3] atthemark
[3] blacktechtwitter



Top Hashtags in Tweet in G1:
[1] nomore3drenders

Top Hashtags in Tweet in G2:
[4] dctech
[3] makeyourmark
[3] themarkdc
[3] atthemark
[1] apex
[1] arenas
[1] twitch
[1] gif
[1] meme
[1] ps4share

Top Hashtags in Tweet in G4:
[7] techjobs
[6] womenintech
[6] techcareers
[5] 100daysofcode
[3] blacktechtwitter
[3] techtwitter
[3] techqueria
[3] latinasintech
[3] womenwhocode
[3] technology

Top Hashtags in Tweet in G5:
[8] dctech
[1] infrastructureweek
[1] timetobuild

Top Hashtags in Tweet in G8:
[1] svt_hanabi_day2
[1] caratと一緒に見上げるhanabi

Top Hashtags in Tweet in G9:
[2] dcsw21
[1] dctech

Top Hashtags in Tweet in G10:
[6] web3
[3] whcd
[3] nfts
[3] metaverse
[3] dctech
[1] whitehousecorrespondentsdinner

Top Words
Top Words in Tweet in Entire Graph:
[70] dctech_76
[65] mattwilstein
[64] angel_skylight
[64] wlklinkenberg
[64] trevornoah
[45] dctech
[34] polish_man23
[27] #dctech
[27] maddow
[16] revolverzanbolt

Top Words in Tweet in G1:
[8] over
[8] dctech_76
[7] mattwilstein
[7] need
[6] polish_man23
[6] angel_skylight
[6] wlklinkenberg
[6] trevornoah
[5] questions
[5] billion

Top Words in Tweet in G2:
[38] dctech
[7] mo
[7] yawa
[7] sa
[6] ang
[6] ko
[5] oy
[5] way
[5] ka
[4] nalang

Top Words in Tweet in G3:
[58] dctech_76
[58] angel_skylight
[58] mattwilstein
[58] wlklinkenberg
[58] trevornoah
[28] polish_man23
[27] maddow
[15] deanpelletier26
[13] revolverzanbolt
[10] fda

Top Words in Tweet in G4:
[7] apprenticestech
[7] #techjobs
[7] #tech
[7] find
[6] #womenintech
[6] #techcareers
[5] #100daysofcode
[5] things
[5] change
[5] won

Top Words in Tweet in G5:
[8] #dctech
[5] job
[4] news
[4] friends
[4] followers
[4] beyond
[4] know
[4] anyone
[4] actively
[4] considering

Top Words in Tweet in G6:
[2] dctech_76
[2] zachfett
[2] duskdev

Top Words in Tweet in G7:
[2] dctech_76
[2] raxkingisdead

Top Words in Tweet in G9:
[3] opens
[2] celebrate
[2] #dcsw21
[2] mayor
[2] bowser
[2] applications
[2] 25m
[2] inclusive
[2] innovation
[2] equity

Top Words in Tweet in G10:
[6] #web3
[3] anyone
[3] community
[3] town
[3] #whcd
[3] many
[3] parties
[3] #nfts
[3] #metaverse
[3] #dctech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] angel_skylight,mattwilstein
[64] mattwilstein,wlklinkenberg
[64] wlklinkenberg,trevornoah
[55] dctech_76,angel_skylight
[27] polish_man23,dctech_76
[27] trevornoah,maddow
[15] deanpelletier26,dctech_76
[11] revolverzanbolt,dctech_76
[7] talcum,powder
[5] revolverzanbolt,angel_skylight

Top Word Pairs in Tweet in G1:
[6] angel_skylight,mattwilstein
[6] mattwilstein,wlklinkenberg
[6] wlklinkenberg,trevornoah
[4] feds,approved
[3] polish_man23,angel_skylight
[3] need,billion
[3] polish_man23,revolverzanbolt
[3] revolverzanbolt,angel_skylight
[2] over,over
[2] armadeinceps,mikayla32016

Top Word Pairs in Tweet in G2:
[4] ang,dctech
[3] dctech,oy
[3] sa,dctech
[3] #makeyourmark,#themarkdc
[3] #themarkdc,#atthemark
[3] #atthemark,#dctech
[2] tas,karon
[2] karon,nawala
[2] najud,ko
[2] aning,dctech

Top Word Pairs in Tweet in G3:
[58] angel_skylight,mattwilstein
[58] mattwilstein,wlklinkenberg
[58] wlklinkenberg,trevornoah
[55] dctech_76,angel_skylight
[27] polish_man23,dctech_76
[27] trevornoah,maddow
[15] deanpelletier26,dctech_76
[11] revolverzanbolt,dctech_76
[7] talcum,powder
[3] medical,advice

Top Word Pairs in Tweet in G4:
[5] things,change
[5] change,won
[5] won,fail
[5] fail,find
[5] find,pathway
[5] pathway,start
[5] start,journey
[5] journey,#techjobs
[4] apprenticestech,things
[4] #techjobs,#tech

Top Word Pairs in Tweet in G5:
[4] friends,followers
[4] followers,#dctech
[4] #dctech,beyond
[4] beyond,know
[4] know,anyone
[4] anyone,actively
[4] actively,considering
[4] considering,job
[4] job,career
[4] career,change

Top Word Pairs in Tweet in G6:
[2] dctech_76,zachfett
[2] zachfett,duskdev

Top Word Pairs in Tweet in G7:
[2] dctech_76,raxkingisdead

Top Word Pairs in Tweet in G9:
[2] celebrate,#dcsw21
[2] #dcsw21,mayor
[2] mayor,bowser
[2] bowser,opens
[2] opens,applications
[2] applications,25m
[2] 25m,inclusive
[2] inclusive,innovation
[2] innovation,equity
[2] equity,impact

Top Word Pairs in Tweet in G10:
[3] anyone,#web3
[3] #web3,community
[3] community,town
[3] town,#whcd
[3] #whcd,many
[3] many,parties
[3] parties,#nfts
[3] #nfts,#web3
[3] #web3,#metaverse
[3] #metaverse,#dctech

Top Replied-To
Top Replied-To in Entire Graph:
@polish_man23
@dctech_76
@deanpelletier26
@revolverzanbolt
@karavas
@raxkingisdead
@katequeram
@damgentemp
@mhmck
@adamparkhomenko

Top Replied-To in G1:
@dctech_76
@polish_man23
@raxkingisdead
@karavas
@katequeram
@armadeinceps
@zachfett
@teamsilenthill
@hyper_falcon
@tomookami

Top Replied-To in G3:
@polish_man23
@deanpelletier26
@revolverzanbolt
@dctech_76

Top Replied-To in G6:
@dctech_76

Top Replied-To in G7:
@dctech_76

Top Mentioned
Top Mentioned in Entire Graph:
@mattwilstein
@angel_skylight
@wlklinkenberg
@trevornoah
@dctech_76
@maddow
@who
@apprenticestech
@revolverzanbolt
@raxkingisdead

Top Mentioned in G1:
@mattwilstein
@angel_skylight
@wlklinkenberg
@trevornoah
@revolverzanbolt
@mikayla32016
@heatherthomasaf
@machinehidden
@boulderpunch1
@sparrow_admirer

Top Mentioned in G3:
@angel_skylight
@mattwilstein
@wlklinkenberg
@trevornoah
@dctech_76
@maddow
@who
@revolverzanbolt
@polish_man23

Top Mentioned in G4:
@apprenticestech

Top Mentioned in G5:
@rkwdc
@thesiliconhill
@siemensusa
@bhumpton

Top Mentioned in G6:
@zachfett
@duskdev

Top Mentioned in G7:
@raxkingisdead

Top Mentioned in G8:
@pledis_17
@pledis_17jp

Top Mentioned in G9:
@falcicchio
@1863ventures

Top Mentioned in G10:
@cathyhackl

Top Tweeters
Top Tweeters in Entire Graph:
@codedailybot
@codernotesbot
@myloc_tracker
@notrealdemocrat
@mashable
@b52malmet
@xeronbot
@socalre4u
@heatherthomasaf
@foone

Top Tweeters in G1:
@mashable
@b52malmet
@socalre4u
@heatherthomasaf
@foone
@adamparkhomenko
@justinwhang
@vincent_5
@alissa914g
@halkyardo

Top Tweeters in G2:
@exopebbles
@krstnrodnie
@joyofhoon
@_kaayyyeeee
@rikamms
@chrshrnls
@leeloisee
@diefreddie
@jonetsheen
@hydrojennpats

Top Tweeters in G3:
@who
@mattwilstein
@polish_man23
@wlklinkenberg
@maddow
@trevornoah
@revolverzanbolt
@dub_wizzer
@angel_skylight
@deanpelletier26

Top Tweeters in G4:
@codedailybot
@codernotesbot
@xeronbot
@botblacktech
@charisevl
@ximenahartsock
@gemsintech
@apprenticestech

Top Tweeters in G5:
@myloc_tracker
@thesiliconhill
@rkwdc
@siemensusa
@sanjaygajiwala
@capitolideasdc
@bhumpton

Top Tweeters in G6:
@duskdev
@zachfett
@danbland
@splendid_alex

Top Tweeters in G7:
@raxkingisdead
@katequeram
@mackay1328

Top Tweeters in G8:
@thisiscaley
@pledis_17jp
@pledis_17

Top Tweeters in G9:
@rasheencarbin
@falcicchio
@1863ventures

Top Tweeters in G10:
@rubygotiling
@cathyhackl
@metavrsetweeter


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