dctech, Twitter, 10/26/2021 11:03:10 AM, 264792


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dctech_2021-10-25_22-40-00.xlsx
dctech_2021-10-25_22-40-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
dctech via NodeXL https://bit.ly/3Gglu50
@thesiliconhill
@ximenahartsock
@falcicchio
@dcstartupweek
@koretskyrachel
@technicallydc
@seemaalexander
@joseph_santoro
@dcalive
@seangriffey

Top hashtags:
#dctech
#dcsw21
#dc
#sharethemicincyber
#md
#it
#maryland
#va

Description:
Description
The graph represents a network of 143 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, 26 October 2021 at 05:40 UTC.

The requested start date was Tuesday, 26 October 2021 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, 41-minute period from Tuesday, 12 October 2021 at 00:42 UTC to Monday, 25 October 2021 at 16:23 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 : 143
Unique Edges : 117
Edges With Duplicates : 123
Total Edges : 240
Number of Edge Types : 5
Retweet : 42
MentionsInRetweet : 63
Tweet : 83
Mentions : 40
Replies to : 12
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0594059405940594
Reciprocated Edge Ratio : 0.11214953271028
Connected Components : 69
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 122
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.757769
Graph Density : 0.00526937850881513
Modularity : 0.456393
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 143 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, 26 October 2021 at 05:40 UTC.

The requested start date was Tuesday, 26 October 2021 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, 41-minute period from Tuesday, 12 October 2021 at 00:42 UTC to Monday, 25 October 2021 at 16:23 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] http://dca-live.com/2021-new-power-women-of-tech
[2] https://1863.smapply.io/prog/inclusive_innovation_equity_impact_fund
[1] https://www.trainace.com/products/cysa-plus-training-and-certification?utm_campaign=2021%20Q4%20Senior%20Certs&utm_content=184027208&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://info.trainace.com/2021-october-it-cybersecurity-open-house?utm_campaign=2021%20Q4%20October%20Open%20House&utm_content=183873576&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://info.trainace.com/2021-october-it-cybersecurity-open-house?utm_campaign=2021%20Q4%20October%20Open%20House&utm_content=183873575&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://info.trainace.com/2021-october-it-cybersecurity-open-house?utm_campaign=2021%20Q4%20October%20Open%20House&utm_content=183873574&utm_medium=social&utm_source=twitter&hss_channel=tw-18745151
[1] https://twitter.com/thehill/status/1451666943665184775
[1] https://twitter.com/redplanetrick/status/1452671368038952963
[1] https://twitter.com/CamilleEsq/status/1451550957473513479
[1] https://twitter.com/camilleesq/status/1451515361208246277

Top URLs in Tweet in G1:
[1] https://www.eventbrite.com/e/dc-startup-week-2021-live-and-virtual-conference-tickets-165149752355?aff=2021partner
[1] https://www.linkedin.com/slink?code=d5BrCjh5
[1] https://dcfandome.com/
[1] 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

Top URLs in Tweet in G2:
[1] https://twitter.com/thehill/status/1451666943665184775
[1] https://twitter.com/camilleesq/status/1451515361208246277
[1] https://twitter.com/CamilleEsq/status/1451550957473513479
[1] https://twitter.com/redplanetrick/status/1452671368038952963
[1] https://1863.smapply.io/prog/inclusive_innovation_equity_impact_fund

Top URLs in Tweet in G3:
[1] https://1863.smapply.io/prog/inclusive_innovation_equity_impact_fund

Top URLs in Tweet in G4:
[3] http://dca-live.com/2021-new-power-women-of-tech
[1] https://dcode.co/about/
[1] https://www.industrydive.com/news/post/coo-hargreaves-named-to-dca-live-power-women-of-dc-tech-list/

Top URLs in Tweet in G5:
[1] https://twitter.com/GaryShapiro/status/1451195335380910091

Top URLs in Tweet in G7:
[1] https://arlo-solutions.com/lonye-ford-named-to-reallist-engineers-2021/

Top URLs in Tweet in G10:
[1] https://www.wwlp.com/weather/weather-news/artificial-intelligence-changing-accuracy-of-hurricane-forecasts/
[1] https://hackernoon.com/top-10-ways-to-grow-your-linkedin-network-and-gain-stronger-connections?source=rss

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] dctech
[12] dcsw21
[8] dc
[8] sharethemicincyber
[7] md
[6] it
[6] maryland
[6] va
[6] virginia
[6] itcertification



Top Hashtags in Tweet in G1:
[4] dctech
[2] startup
[1] dccomicsnft
[1] dcfandome
[1] bmoretech
[1] miamitech
[1] mondaymantra
[1] mondaymotivation
[1] focus
[1] startuplife

Top Hashtags in Tweet in G2:
[24] dctech
[8] sharethemicincyber
[3] corylawrence
[3] dcsw21
[1] entrepreneurship
[1] innovation
[1] dmv

Top Hashtags in Tweet in G3:
[9] dcsw21
[1] dctech

Top Hashtags in Tweet in G4:
[6] dctech
[1] citgapfunds
[1] startups
[1] ai
[1] artificialintelligence
[1] womenintech
[1] womeninstem
[1] techleadership

Top Hashtags in Tweet in G5:
[2] dctech

Top Hashtags in Tweet in G7:
[1] dctech
[1] engineering
[1] technical

Top Hashtags in Tweet in G10:
[3] dctech
[3] govtech
[3] ftw
[3] machinelearning
[3] model
[1] data
[1] dataisbeautiful
[1] datascience
[1] science
[1] govscience

Top Words
Top Words in Tweet in Entire Graph:
[72] dctech
[55] #dctech
[19] thesiliconhill
[16] face
[15] open
[13] innovation
[13] opens
[13] applications
[12] celebrate
[12] #dcsw21

Top Words in Tweet in G1:
[61] dctech
[11] sa
[6] kaayo
[6] ang
[6] ning
[6] jud
[6] mo
[5] wa
[5] internet
[5] pa

Top Words in Tweet in G2:
[24] #dctech
[18] thesiliconhill
[8] everyone
[8] beyond
[8] already
[8] following
[8] along
[8] actively
[8] participating
[8] today's

Top Words in Tweet in G3:
[10] opens
[9] celebrate
[9] #dcsw21
[9] mayor
[9] bowser
[9] applications
[9] 25m
[9] inclusive
[9] innovation
[9] equity

Top Words in Tweet in G4:
[6] dcalive
[6] power
[6] #dctech
[5] women
[4] 2021
[3] jen
[3] investment
[3] director
[3] being
[3] named

Top Words in Tweet in G5:
[3] france
[2] tech
[2] legion
[2] gary
[2] #dctech

Top Words in Tweet in G6:
[2] nako
[2] dctech

Top Words in Tweet in G7:
[6] lonye
[3] congrats
[3] arlo
[3] ceo
[3] ford
[3] being
[3] named
[3] technicallydc
[3] reallist
[3] engineers

Top Words in Tweet in G8:
[2] patience
[2] peak
[2] hours

Top Words in Tweet in G9:
[4] hours
[4] gmail
[3] gaming
[2] name
[2] jerremiah
[2] jade
[2] giducos
[2] age
[2] 25
[2] civil

Top Words in Tweet in G10:
[3] #dctech
[3] #govtech
[3] #ftw
[3] researchers
[3] pacific
[3] northwest
[3] national
[3] laboratory
[3] created
[3] #machinelearning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] celebrate,#dcsw21
[12] #dcsw21,mayor
[12] mayor,bowser
[12] bowser,opens
[12] opens,applications
[12] applications,25m
[12] 25m,inclusive
[12] inclusive,innovation
[12] innovation,equity
[12] equity,impact

Top Word Pairs in Tweet in G1:
[6] ning,dctech
[3] sa,dctech
[3] naa,koy
[3] ang,dctech
[2] kaayo,ang
[2] way,pulos
[2] aning,dctech
[2] kaayo,mo
[2] walay,internet
[2] dctech,oy

Top Word Pairs in Tweet in G2:
[8] everyone,#dctech
[8] #dctech,beyond
[8] beyond,already
[8] already,following
[8] following,along
[8] along,actively
[8] actively,participating
[8] participating,today's
[7] thesiliconhill,everyone
[7] today's,#shareth

Top Word Pairs in Tweet in G3:
[9] celebrate,#dcsw21
[9] #dcsw21,mayor
[9] mayor,bowser
[9] bowser,opens
[9] opens,applications
[9] applications,25m
[9] 25m,inclusive
[9] inclusive,innovation
[9] innovation,equity
[9] equity,impact

Top Word Pairs in Tweet in G4:
[5] power,women
[5] women,#dctech
[4] dcalive,2021
[4] 2021,power
[3] being,named
[2] super,excited
[2] excited,see
[2] see,jen
[2] jen,o'daniel
[2] o'daniel,senior

Top Word Pairs in Tweet in G7:
[3] congrats,arlo
[3] arlo,ceo
[3] ceo,lonye
[3] lonye,ford
[3] ford,being
[3] being,named
[3] named,technicallydc
[3] technicallydc,reallist
[3] reallist,engineers
[3] engineers,2021

Top Word Pairs in Tweet in G8:
[2] peak,hours

Top Word Pairs in Tweet in G9:
[2] name,jerremiah
[2] jerremiah,jade
[2] jade,giducos
[2] giducos,age
[2] age,25
[2] 25,civil
[2] civil,status
[2] status,single
[2] single,nationality
[2] nationality,filipino

Top Word Pairs in Tweet in G10:
[3] #govtech,#ftw
[3] #ftw,researchers
[3] researchers,pacific
[3] pacific,northwest
[3] northwest,national
[3] national,laboratory
[3] laboratory,created
[3] created,#machinelearning
[3] #machinelearning,#model
[2] joseph_santoro,#govtech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thesiliconhill
@falcicchio
@camilleesq
@lzxdc
@dcalive
@dcstartupweek
@seemaalexander
@koretskyrachel
@technicallydc
@1863ventures

Top Mentioned in G2:
@thesiliconhill
@camilleesq
@lzxdc
@dcstartupweek
@seemaalexander
@koretskyrachel
@tienwong
@falcicchio
@cisajen
@ayanmislam

Top Mentioned in G3:
@falcicchio
@1863ventures

Top Mentioned in G4:
@dcalive
@dipanwita_d
@megvorland
@citorg
@sorceroco
@meghargreavesdc
@tomweithman

Top Mentioned in G5:
@garyshapiro
@1863ventures
@dcstartupweek
@technicallydc
@fintechdc
@dctechfounders
@dc_inno
@dcinnotech
@revolution
@koretskyrachel

Top Mentioned in G6:
@takian05
@id7wgay

Top Mentioned in G7:
@technicallydc
@arlosolutionsdc

Top Mentioned in G8:
@iamjayylopezz
@pldtent_cares

Top Mentioned in G10:
@joseph_santoro
@thesiliconhill

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@artificialbra1n
@education_24x7
@joseph_santoro
@thesiliconhill
@openhousetwts
@republicofanna
@madhavanpallan
@alyjadearbs
@dc_inno

Top Tweeters in G1:
@alyjadearbs
@arisheun
@rflcznrdrgz
@jayveeeev
@fairymirela
@harreynm
@cjbizwoman
@kathyiring
@altheannee
@gaddyj21

Top Tweeters in G2:
@thehill
@thesiliconhill
@madhavanpallan
@tienwong
@camilleesq
@soundslikerhea
@rkwdc
@connectpreneur
@vamegabyte
@lzxdc

Top Tweeters in G3:
@thedcarts
@jimslatterydc
@ramwdc
@jackiereyesdc
@kelabadabing
@falcicchio
@talamantedc
@l_millerbrooks
@1863ventures
@tiffcrowe

Top Tweeters in G4:
@citorg
@dipanwita_d
@seangriffey
@dcodethegov
@dcalive
@megvorland
@meghargreavesdc
@sorceroco
@tomweithman

Top Tweeters in G5:
@dc_inno
@garyshapiro
@revolution
@ximenahartsock
@dcinnotech
@dctechfounders
@fintechdc
@coryjlawrence

Top Tweeters in G6:
@buritoons
@id7wgay
@javier40495621
@takian05
@siprincematthew

Top Tweeters in G7:
@education_24x7
@technicallydc
@ltstrick04
@arlosolutionsdc

Top Tweeters in G8:
@pldtenterprise
@pldtent_cares
@iamjayylopezz
@vio_manzanas

Top Tweeters in G9:
@sebvstyan
@metaharvest_
@jerremiahjade

Top Tweeters in G10:
@artificialbra1n
@joseph_santoro
@intellect_data


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