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dctech_2023-01-16_22-45-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2023
Short Description:
dctech via NodeXL https://bit.ly/3QHlwsp
@dctech_76
@thesiliconhill
@this0499154500
@rkwdc
@falcicchio
@technicallydc
@joseph_santoro
@dctech
@ximenahartsock
@octodc

Top hashtags:
#dctech
#tech
#dc
#washingtondc
#meetup
#cybersecurity
#technology
#datascience

Description:
Description
The graph represents a network of 3,477 Twitter users whose recent tweets contained "dctech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:49 UTC.

The tweets in the network were tweeted over the 3073-day, 0-hour, 23-minute period from Monday, 18 August 2014 at 21:48 UTC to Monday, 16 January 2023 at 22:12 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3477
Unique Edges : 3341
Edges With Duplicates : 9967
Total Edges : 13308
Number of Edge Types : 9
Tweet : 1695
MentionsInReplyTo : 4520
Replies to : 1816
Mentions : 1066
Quote : 287
Retweet : 1377
MentionsInRetweet : 2341
MentionsInQuote : 178
MentionsInQuoteReply : 28
Self-Loops : 1991
Reciprocated Vertex Pair Ratio : 0.0843255904743314
Reciprocated Edge Ratio : 0.155535553555356
Connected Components : 654
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 2548
Maximum Edges in a Connected Component : 11420
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.527212
Graph Density : 0.000459620726437384
Modularity : 0.342824
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,477 Twitter users whose recent tweets contained "dctech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 06:49 UTC.

The tweets in the network were tweeted over the 3073-day, 0-hour, 23-minute period from Monday, 18 August 2014 at 21:48 UTC to Monday, 16 January 2023 at 22:12 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[31] https://twitter.com/DCTech_76/status/1604156914836840448/photo/1
[13] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Fstatistical-seminars-dc%2Fevents%2F281269588
[9] https://www.citycoins.co/citycoins-faq
[9] https://techhub.dice.com/Dice-2021-Tech-Salary-Report.html?utm_source=twitter&utm_medium=social_media&utm_campaign=tech_salary_report_2021_twitter_organic_contentdownload
[8] https://twitter.com/DCTech_76/status/1469660778512928770/photo/1
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272789
[7] https://dcps.secure.force.com/central/ts2__JobDetails?jobId=a0x4U00000HQ5RvQAL&tSource=
[6] https://meetu.ps/e/KgM7w/8hlVW/i
[6] https://twitter.com/DCTech_76/status/1607404147296329730/photo/1
[6] http://brendaslunch.com/?p=2421&utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G1:
[31] https://twitter.com/DCTech_76/status/1604156914836840448/photo/1
[8] https://twitter.com/DCTech_76/status/1469660778512928770/photo/1
[6] https://twitter.com/DCTech_76/status/1607404147296329730/photo/1
[4] https://twitter.com/damgentemp/status/1501484184128393217/photo/1
[3] https://twitter.com/DCTech_76/status/1490693331789225989/video/1
[3] https://twitter.com/DCTech_76/status/1609537021621538816/photo/1
[3] https://twitter.com/DCTech_76/status/1559061282355089410/video/1
[3] https://twitter.com/DCTech_76/status/1543027712826126337/photo/1
[3] https://twitter.com/DCTech_76/status/1468659317201113095/photo/1
[3] https://twitter.com/DCTech_76/status/1545940080799485960/photo/1

Top URLs in Tweet in G2:
[9] https://www.citycoins.co/citycoins-faq
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272789
[7] https://dcps.secure.force.com/central/ts2__JobDetails?jobId=a0x4U00000HQ5RvQAL&tSource=
[6] https://dcps.secure.force.com/central/ts2__JobDetails?jobId=a0x4U00000HQ5RbQAL&tSource=
[6] https://dcps.secure.force.com/central/ts2__JobDetails?jobId=a0x4U00000HQ7tBQAT&tSource=
[5] https://twitter.com/TheSiliconHill/status/1411720969119481860/photo/1
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269441
[4] https://twitter.com/TheSiliconHill/status/1474927576565129217/video/1
[4] https://twitter.com/falcicchio/status/1562138097852235777/photo/1
[4] https://twitter.com/falcicchio/status/1527301946004086785/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/doricaddu/status/1418850928174587904/photo/1
[2] https://radausa.com/careers#joinRADA
[2] https://twitter.com/brailllynn/status/1400800850289778690/photo/1
[1] https://twitter.com/MesseBrasil/status/1486413956273123328/photo/1
[1] https://twitter.com/jamesagudelo08/status/1471717945415913477/photo/1
[1] https://store.playstation.com/en-us/
[1] https://twitter.com/mog_dbd/status/1520652199831179265/video/1
[1] https://twitter.com/Mahisuimin/status/1608465045838761986/video/1
[1] https://twitter.com/valmoriammyflr/status/1504612404386471936/photo/1
[1] https://twitter.com/p3AreaNetwork/status/1557396263616008192/photo/1

Top URLs in Tweet in G4:
[3] https://technical.ly/dc/2021/12/17/super-power-moves-the-nine-top-leadership-changes-of-dctech-in-2021
[3] https://technical.ly/startups/blackboard-dctech-original-team-members
[3] https://twitter.com/TechnicallyDC/status/1414566351738388482
[2] https://technical.ly/dc/2020/07/14/this-week-in-jobs-hex-edition-tech-hiring-dmv-region
[2] https://technical.ly/2021/08/25/reallist-engineers-2021-nominations/
[2] https://technical.ly/dc/2020/11/16/reallist-engineers-2020-dctech-influential-software-developers/
[2] https://technical.ly/
[2] https://www.eventbrite.com/e/creating-momentum-for-washington-dcs-diverse-startup-founders-tickets-158028769303
[2] https://twitter.com/VentureAtlanta/status/1407043284623572999
[2] https://twitter.com/TechnicallyDC/status/1404464616525250574

Top URLs in Tweet in G5:
[6] https://meetu.ps/e/KgM7w/8hlVW/i
[5] https://venturebeat.com/2021/07/02/biased-ai-is-not-just-bad-for-people-its-harmful-for-businesses-too/
[4] https://www.techrepublic.com/article/ai-is-finally-booming-now-that-big-data-has-become-easy/
[4] https://hackernoon.com/retool-for-startups-early-stage-startups-can-now-build-internal-tools-for-free-77u377q
[4] https://www.gogravity.com/blog/multi-company-accounting-software?utm_content=188985394&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668
[3] https://startupmindset.com/how-to-grow-brand-awareness-by-making-your-startup-a-vital-part-of-your-local-community/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://hackernoon.com/amazon-web-services-a-beginner-friendly-overview-zt1235b7
[3] https://hackernoon.com/5-best-data-curation-tools-for-computer-vision-in-2021-fp1i34vi
[3] https://www.theguardian.com/us-news/2021/jun/03/care-bots-on-the-rise-elder-care
[3] https://hackernoon.com/why-ai-wont-replace-your-testing-job-just-yet-8tj35jd

Top URLs in Tweet in G6:
[4] https://twitter.com/sallaD12192/status/1604504633816268807/photo/1
[3] https://twitter.com/gemgirl6655/status/1604224164826587137/photo/1
[2] https://twitter.com/HyperSonicPika/status/1605400960431448064/photo/1
[1] https://twitter.com/balkan_insanity/status/1604442194144006144/photo/1
[1] https://twitter.com/balkan_insanity/status/1604442113394909184/photo/1
[1] https://www.salon.com/2022/02/15/the-secret-plan-behind-floridas-dont-say-gay-bill-bankrupting-public-education/
[1] https://twitter.com/Lower_Heron/status/1604316547224256513/photo/1
[1] https://twitter.com/Davidkn92859984/status/1604476050997665793/photo/1
[1] https://twitter.com/Davidkn92859984/status/1604475722894135296/photo/1
[1] https://www.opindia.com/2018/12/new-york-11-year-old-drag-kid-desmond-dances-at-a-gay-bar-male-adults-throw-money-at-him/

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=t7STD2ESmWg&feature=youtu.be

[1] https://twitter.com/TrustMeLord/status/1546547365007572998/photo/1
[1] https://twitter.com/RobotEmbryo/status/1546217291578089473/photo/1
[1] https://twitter.com/flackohiruka/status/1546143993087787010/photo/1
[1] https://twitter.com/pigzley/status/1546428652962955266/photo/1
[1] https://twitter.com/HBtheRed/status/1546337078220316672/photo/1
[1] https://twitter.com/Parson24D/status/1546163175439089667/photo/1
[1] https://twitter.com/Gtooowavyy/status/1545889940885700608?t=fcFoHJZBSf56ZKZHDKdi-Q&s=19

Top URLs in Tweet in G8:
[1] https://jolt.law.harvard.edu/digest/lemmon-v-snap-inc-ninth-circuit-chips-away-at-tech-companies-section-230-immunity
[1] https://blog.ericgoldman.org/archives/2022/04/does-snapchats-speed-filter-cause-car-accidents-lemmon-v-snap.htm
[1] https://en.m.wikipedia.org/wiki/Zeran_v._America_Online,_Inc
[1] https://en.wikipedia.org/wiki/Doe_v._MySpace_Inc
[1] https://www.google.com/imgres?imgurl=https://cdn.cloudflare.steamstatic.com/steam/apps/725050/capsule_616x353.jpg?t%3D1514036647&imgrefurl=https://store.steampowered.com/app/725050/Thug_Life/&tbnid=zRGts-vjEwyZTM&vet=1&docid=h8R-5Ml5twOGWM&w=616&h=353&hl=en-us&source=sh/x/im
[1] https://twitter.com/kidnamedfinger9/status/1546130270654545932/photo/1
[1] https://twitter.com/wtfMato/status/1546399894486876160/photo/1

Top URLs in Tweet in G9:
[3] https://twitter.com/RobbieTheGeek/status/1614359441293410308/photo/1
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F278557219
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F283481993
[3] https://www.meetup.com/Alexandria-Code-Coffee/events/284316833/
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F279636755
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F287717539
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F283595440
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F287884936
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F285820759
[3] https://www.meetup.com/login/?returnUri=https%3A%2F%2Fwww.meetup.com%2Falexandria-code-coffee%2Fevents%2F289752622

Top URLs in Tweet in G10:
[3] https://www.furnitureassemblyexperts.com/
[3] https://insights.dice.com/2021-technology-jobs-salaries/?utm_source=twitter&utm_medium=social_media&utm_campaign=tech_salary_report_2021_twitter_organic_soft_reg
[2] https://builtin.com/washington-dc/dc-tech-news-030722?utm_source=twitter&utm_medium=organic_social&utm_content=7d1f2d15-b2d1-416d-8052-5f7c82a2c183&utm_campaign=breaking_news
[2] https://insights.dice.com/2021/07/15/these-cities-offer-technologists-cheap-rent-developer-jobs/?utm_source=Twitter&utm_medium=social_media&utm_campaign=Advocacy_Ongoing
[2] https://insights.dice.com/2021/06/23/will-washington-dc-become-the-next-big-tech-hub/?utm_source=Twitter&utm_medium=social_media&utm_campaign=Advocacy_Ongoing
[1] https://twitter.com/DC__MOVERS/status/1178082186953670656/video/1
[1] https://twitter.com/DC_ASSEMBLERS/status/1107377509774036992/video/1
[1] https://twitter.com/Dicedotcom/status/1425202048329469958/photo/1
[1] https://twitter.com/Dicedotcom/status/1418938273532162049/photo/1
[1] https://twitter.com/Dicedotcom/status/1416069377611403268/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1115] twitter.com
[100] meetup.com
[85] technical.ly
[47] nodexlgraphgallery.org
[39] trainace.com
[29] eventbrite.com
[27] hackernoon.com
[24] linkedin.com
[23] youtube.com
[20] dice.com

Top Domains in Tweet in G1:
[207] twitter.com
[9] youtube.com
[4] archive.org
[3] t.me
[2] instagram.com
[2] amazon.com
[2] 9to5mac.com
[2] windows93.net
[1] losinglena.com
[1] reddit.com

Top Domains in Tweet in G2:
[448] twitter.com
[44] nodexlgraphgallery.org
[39] trainace.com
[19] force.com
[16] linkedin.com
[15] builtin.com
[14] bizjournals.com
[11] technical.ly
[9] citycoins.co
[9] myworkdayjobs.com

Top Domains in Tweet in G3:
[75] twitter.com
[4] linkedin.com
[2] radausa.com
[2] youtube.com
[2] evedumps.com
[1] playstation.com
[1] id.me
[1] startupgrind.com
[1] nexgent.com
[1] dctech.com

Top Domains in Tweet in G4:
[73] technical.ly
[69] twitter.com
[2] eventbrite.com
[1] simplecast.com
[1] patriots-ttc.org
[1] bdpatoday.com
[1] bizjournals.com
[1] theorg.com
[1] p2a.co
[1] forbes.com

Top Domains in Tweet in G5:
[26] hackernoon.com
[24] twitter.com
[11] startupmindset.com
[11] gogravity.com
[8] bah.com
[8] meetu.ps
[6] protocol.com
[6] popsci.com
[5] bloomberg.com
[5] venturebeat.com

Top Domains in Tweet in G6:
[20] twitter.com
[1] salon.com
[1] opindia.com
[1] youtube.com

Top Domains in Tweet in G7:
[7] twitter.com
[2] youtube.com

Top Domains in Tweet in G8:
[2] wikipedia.org
[2] twitter.com
[1] harvard.edu
[1] ericgoldman.org
[1] google.com

Top Domains in Tweet in G9:
[60] meetup.com
[11] twitter.com
[2] techrepublic.com
[1] dcfemtech.com
[1] typeform.com
[1] lever.co
[1] diversifytech.co
[1] nasdaq.com
[1] businessinsider.com
[1] greenhouse.io

Top Domains in Tweet in G10:
[11] twitter.com
[7] dice.com
[3] furnitureassemblyexperts.com
[2] builtin.com
[1] fugue.co
[1] cbre.us
[1] bisnow.com
[1] linkedin.com
[1] dcts.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1447] dctech
[160] tech
[93] dc
[85] washingtondc
[64] meetup
[61] cybersecurity
[58] technology
[55] datascience
[54] startups
[49] dmvstartup



Top Hashtags in Tweet in G1:
[2] esp32
[2] esp32s3usbotg
[1] ricochet
[1] n26_thiefs
[1] n26
[1] gnomontv
[1] arduino
[1] electronics
[1] embedded
[1] stem

Top Hashtags in Tweet in G2:
[774] dctech
[76] dc
[66] tech
[44] cybersecurity
[36] ittraining
[31] it
[28] technology
[27] techjobs
[26] itcareers
[25] womenintech

Top Hashtags in Tweet in G3:
[37] dctech
[11] assnchat
[11] association
[11] nonprofit
[8] ams
[2] cct
[2] defenseindustry
[2] wizarchingworld
[2] wandsatready
[2] innovation

Top Hashtags in Tweet in G4:
[106] dctech
[4] dei
[3] dmv
[2] digitaldivide
[2] adversityandexclusion
[2] techandpolicy
[2] datascience
[2] dc
[2] startups
[2] edtech

Top Hashtags in Tweet in G5:
[149] dctech
[67] tech
[46] dmvstartup
[43] ai
[30] acmlocal
[29] startuplife
[29] datascience
[28] startups
[25] startup
[24] machinelearning

Top Hashtags in Tweet in G6:
[1] groomer

Top Hashtags in Tweet in G9:
[66] dctech
[57] meetup
[29] physicallydistant
[27] virtual
[23] sociallyconnected
[16] virtualmeetup
[11] codeandcoffee
[7] alxcodecoffee
[5] sociallytogether
[4] dcfemtech

Top Hashtags in Tweet in G10:
[54] dctech
[42] washingtondc
[40] virginia
[4] techtalent
[3] maryland
[3] furnitureexperts
[3] furnitureassemblyexperts
[3] bostontech
[3] nyctech
[3] siliconbeach

Top Words
Top Words in Tweet in Entire Graph:
[1571] dctech_76
[1447] #dctech
[1382] dctech
[735] gtooowavyy
[456] dc
[319] sa
[263] ang
[248] more
[229] internet
[226] section8094

Top Words in Tweet in G1:
[847] dctech_76
[426] gtooowavyy
[140] really
[138] phone
[132] chinese
[124] spyware
[120] sorry
[113] interested
[112] installing
[110] intentionally

Top Words in Tweet in G2:
[774] #dctech
[252] dc
[197] thesiliconhill
[159] falcicchio
[103] rkwdc
[97] tech
[92] help
[79] beyond
[76] #dc
[73] great

Top Words in Tweet in G3:
[931] dctech
[196] sa
[172] ang
[104] ka
[98] yawa
[90] internet
[77] ko
[74] oy
[72] pa
[70] ning

Top Words in Tweet in G4:
[106] #dctech
[36] technicallydc
[33] tech
[31] dc
[29] more
[20] moves
[15] digital
[15] ceo
[14] here's
[13] power

Top Words in Tweet in G5:
[149] #dctech
[69] joseph_santoro
[67] #tech
[46] #dmvstartup
[43] #ai
[30] #acmlocal
[29] #startuplife
[29] #datascience
[28] #startups
[28] theofficialacm

Top Words in Tweet in G6:
[143] lavern_spicer
[142] dctech_76
[67] deniselynne60
[20] people
[17] re
[16] pedos
[15] one
[13] democrats
[12] right
[12] more

Top Words in Tweet in G7:
[133] gtooowavyy
[133] dctech_76
[126] section8094
[93] 50ftqueen1e
[71] shuffil
[37] livedfera
[30] data
[30] tiktok
[21] china
[14] people

Top Words in Tweet in G8:
[112] gtooowavyy
[112] dctech_76
[72] owoyakpayaskie
[30] hungryasshiz
[29] agucciverse
[28] tiktok
[16] kebabsrlyf
[15] people
[15] orchidsandwich
[14] sergiovengeance

Top Words in Tweet in G9:
[66] #dctech
[57] #meetup
[53] next
[43] alexandria
[40] coffee
[40] code
[37] alxcodecoffee
[34] saturday
[29] #physicallydistant
[27] #virtual

Top Words in Tweet in G10:
[54] #dctech
[51] washington
[48] dc
[45] furniture
[42] installers
[42] #washingtondc
[42] call
[42] top
[42] maryland
[42] virginia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[457] dctech_76,gtooowavyy
[170] section8094,gtooowavyy
[149] dctech_76,section8094
[121] gtooowavyy,really
[116] spyware,phone
[116] really,interested
[115] thesiliconhill,#dctech
[115] interested,installing
[115] installing,chinese
[114] chinese,spyware

Top Word Pairs in Tweet in G1:
[319] dctech_76,gtooowavyy
[113] gtooowavyy,really
[112] spyware,phone
[111] interested,installing
[111] really,interested
[111] installing,chinese
[110] phone,intentionally
[110] intentionally,sorry
[110] chinese,spyware
[109] sorry,difficul

Top Word Pairs in Tweet in G2:
[110] thesiliconhill,#dctech
[79] #dctech,beyond
[43] dctech,nodexl
[41] nodexl,dctech_76
[28] friends,#dctech
[27] followers,#dctech
[27] help,build
[27] friends,followers
[27] everyone,#dctech
[26] build,career

Top Word Pairs in Tweet in G3:
[69] ang,dctech
[62] sa,dctech
[56] ning,dctech
[51] dctech,oy
[28] aning,dctech
[26] dctech,uy
[26] maning,dctech
[24] dctech,ano
[23] yawa,dctech
[16] ka,dctech

Top Word Pairs in Tweet in G4:
[12] power,moves
[7] nsbedc,shpedc
[7] renewable,energy
[6] amendment,act
[6] reallist,connectors
[6] oct,20
[6] equity,amendment
[6] internet,equity
[6] sign,testif
[6] digitalequitydc,council

Top Word Pairs in Tweet in G5:
[43] #dctech,#dmvstartup
[23] #tech,#dctech
[18] #startup,#startups
[17] rsvp,below
[16] #ml,#dl
[16] #washingtondctech,#acmwashingtondc
[14] touch,#dctech
[14] ll,touch
[14] interested,presenting
[13] section,send

Top Word Pairs in Tweet in G6:
[113] dctech_76,lavern_spicer
[39] deniselynne60,dctech_76
[24] deniselynne60,lavern_spicer
[22] dctech_76,deniselynne60
[7] came4theshow,dctech_76
[7] brionnedavis,deniselynne60
[6] chee17joseph,deniselynne60
[5] both,sides
[5] thenamesean20,deniselynne60
[5] flight,logs

Top Word Pairs in Tweet in G7:
[95] section8094,gtooowavyy
[84] dctech_76,section8094
[81] 50ftqueen1e,dctech_76
[68] shuffil,50ftqueen1e
[35] livedfera,shuffil
[35] dctech_76,gtooowavyy
[30] section8094,dctech_76
[14] ke1wah,livedfera
[11] 50ftqueen1e,section8094
[10] yummycigtoes,50ftqueen1e

Top Word Pairs in Tweet in G8:
[80] dctech_76,gtooowavyy
[46] owoyakpayaskie,dctech_76
[29] agucciverse,owoyakpayaskie
[29] hungryasshiz,agucciverse
[26] owoyakpayaskie,gtooowavyy
[20] dctech_76,owoyakpayaskie
[13] kebabsrlyf,hungryasshiz
[10] wrldmilk,dctech_76
[10] orchidsandwich,wrldmilk
[7] ericowensdc,hungryasshiz

Top Word Pairs in Tweet in G9:
[40] code,coffee
[40] alexandria,code
[38] next,alexandria
[29] alxcodecoffee,next
[19] #virtual,#meetup
[16] scheduled,saturday
[14] #physicallydistant,#sociallyconnected
[13] coffee,event
[11] #dctech,#physicallydistant
[11] coffee,#meetup

Top Word Pairs in Tweet in G10:
[48] washington,dc
[42] maryland,virginia
[42] call,240
[42] top,furniture
[42] furniture,installers
[42] virginia,call
[42] dc,maryland
[40] #dctech,#washingtondc
[40] 240,7646143
[40] 7646143,#dctech

Top Replied-To
Top Replied-To in Entire Graph:
@dctech_76
@normal_andy
@deniselynne60
@shuffil
@owoyakpayaskie
@drewonpaper
@sergiovengeance
@kebabsrlyf

Top Replied-To in G1:
@dctech_76
@normal_andy
@karavas
@sophia_nyx
@4thegood1
@dellcares
@0xy_bryce
@lavern_spicer

Top Replied-To in G2:
@falcicchio
@emorock2nd
@thesiliconhill
@pldt_cares
@fraserde
@garyshapiro
@workchew
@mbsyep
@mattturck

Top Replied-To in G3:

Top Replied-To in G4:
@bdpadc
@digitalequitydc
@technicallydc
@raybelljr
@jlowin

Top Replied-To in G5:
@ajdecon

Top Replied-To in G6:
@dctech_76
@deniselynne60
@chee17joseph
@brionnedavis
@dspinnyd
@thenamesean20
@coloradohornfan
@came4theshow
@alan4guedesoie
@jj77019

Top Replied-To in G7:
@shuffil
@dctech_76
@livedfera
@trustmelord
@50ftqueen1e
@jolteonace_
@ke1wah
@justinelucyyink
@beuywrld

Top Replied-To in G8:
@dctech_76
@sergiovengeance
@owoyakpayaskie
@kebabsrlyf
@orchidsandwich
@hungryasshiz
@kidnamedfinger9
@best4arsenal
@vivp_5

Top Replied-To in G10:
@sethehee
@blancotwinkle

Top Mentioned
Top Mentioned in Entire Graph:
@dctech_76
@thesiliconhill
@lavern_spicer
@falcicchio
@rkwdc
@50ftqueen1e
@elonmusk
@joseph_santoro

Top Mentioned in G1:
@dctech_76
@retrotechdreams
@elonmusk
@obianuju
@lavern_spicer
@dellcares
@dell
@thekinger29

Top Mentioned in G2:
@thesiliconhill
@falcicchio
@rkwdc
@mayorbowser
@dctech_76
@octodc
@ximenahartsock
@fiscalnote
@technicallydc
@this0499154500

Top Mentioned in G3:
@dawlish_college

Top Mentioned in G4:
@technicallydc
@cleanchoice
@bdpadc
@digitalequitydc
@octodc
@nsbedc
@shpedc
@bdpa
@zealvc
@pttv4tech

Top Mentioned in G5:
@joseph_santoro
@theofficialacm
@gwpengwei
@acmlocal
@chicagoacm
@mjasay
@retool
@benjaminhccarr
@johnshopkins

Top Mentioned in G6:
@lavern_spicer
@dctech_76
@deniselynne60
@came4theshow
@coloradohornfan
@brionnedavis
@dickhurtz6971
@balkan_insanity
@dantesmom1
@joewtkr

Top Mentioned in G7:
@dctech_76
@50ftqueen1e
@shuffil
@livedfera
@og_wan_ked00bi
@ke1wah
@justinelucyyink

Top Mentioned in G8:
@dctech_76
@owoyakpayaskie
@agucciverse
@hungryasshiz
@orchidsandwich
@wrldmilk
@ericowensdc
@domh59
@kebabsrlyf

Top Mentioned in G9:
@alxcodecoffee
@dcfemtech
@swiftlyinc
@flybayer
@blitz_js
@reactjs
@venikunche
@sirjessthebrave
@dcjavascript

Top Mentioned in G10:
@dc_assemblers
@dicedotcom
@dc__movers
@cbredc
@ezradubb
@dauphincotech
@builtin_dc
@gridpoint
@fuguehq
@cbre

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@uber_support
@bmurphypointman
@chidambara09
@cybersec_feeds
@alhanda
@codedailybot
@raymond_norman
@cybersecurityn8
@baixadordevideo

Top Tweeters in G1:
@uber_support
@baixadordevideo
@shieldvoc
@bolderthanmost
@heatherthomasaf
@dellcares
@newstart43
@sinnersaint39
@gegebebiii
@jaydeewriting

Top Tweeters in G2:
@cybersec_feeds
@codedailybot
@botraj1
@thehill
@dancas2
@codernotesbot
@pldt_cares
@mooncindylu
@botcybersec
@ml_tweet_bot

Top Tweeters in G3:
@bmurphypointman
@prodnajeong
@trixxreyes
@hobidokie
@yssarancel
@maria171819g
@inamoratababyy
@aaa_vey
@blackerpink
@___panyanggg

Top Tweeters in G4:
@education_24x7
@vievararosel
@forbes
@stem_nastics
@developerbot_v1
@johnsnowmtainer
@energyreferralx
@aflcio
@tiqchapa108
@dannypage

Top Tweeters in G5:
@sectest9
@chidambara09
@cybersecurityn8
@o_fabriciosouza
@artificialbra1n
@periscopeislit
@godfrey_g_
@fluttbot
@100daysof2020
@azuerbot

Top Tweeters in G6:
@mrbjorke
@mikeylottanoise
@thedjofchoice
@lavern_spicer
@sarahpusch1
@chicago_ben
@hypersonicpika
@jj77019
@brionnedavis
@clever_until

Top Tweeters in G7:
@brwngrlkaren
@_hewholaughs
@joanreno
@bornkl_snort
@usulhathreturnd
@mikhailcazi
@hjshgsjwksb
@seriw1fe
@vdvmaestro
@iaradeirei

Top Tweeters in G8:
@_abdul_malik
@ericowensdc
@happynosferatu
@sergiovengeance
@thinkingsapien
@orchidsandwich
@basedlvrd
@notamishliam
@owoyakpayaskie
@ravenclawsdalek

Top Tweeters in G9:
@businessinsider
@friday_js_bot
@techrepublic
@robottobots
@womeninstemsa
@holytoastr
@blaccxyz_
@venikunche
@jeromehardaway
@masonathleticcr

Top Tweeters in G10:
@alhanda
@raymond_norman
@supersoftknits
@crystalseries
@dougjcooper
@okrogules
@products_hot
@slitoff
@sweettalebooks
@rep1jlcbfyiqflp