@technovation, Twitter, 8/13/2022 7:36:11 AM, 279958


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@technovation Twitter NodeXL SNA Map and Report for Saturday, 13 August 2022 at 06:32 UTC
@technovation Twitter NodeXL SNA Map and Report for Saturday, 13 August 2022 at 06:32 UTC
From:
vivian
Uploaded on:
August 13, 2022
Short Description:
@technovation via NodeXL https://bit.ly/3w2564x
@technovation
@hashtagmarketi7
@viveknshah
@makaalcota
@gemini_lucie
@5hel2l2y
@kelvinmwampaul
@technovationcl
@shopify
@rulpar

Top hashtags:
#worldsummit2022
#tech
#technovationgirls
#technovationgirlsmadrid

Description:
Description
The graph represents a network of 150 Twitter users whose recent tweets contained "@technovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 13 August 2022 at 07:35 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 28-minute period from Wednesday, 03 August 2022 at 19:01 UTC to Saturday, 13 August 2022 at 06:29 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 : 150
Unique Edges : 345
Edges With Duplicates : 277
Total Edges : 622
Number of Edge Types : 5
Mentions : 147
Replies to : 21
Retweet : 163
MentionsInRetweet : 284
Tweet : 7
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0.0409638554216867
Reciprocated Edge Ratio : 0.0787037037037037
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 622
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.306667
Graph Density : 0.0193288590604027
Modularity : 0.382414
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 150 Twitter users whose recent tweets contained "@technovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 13 August 2022 at 07:35 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 28-minute period from Wednesday, 03 August 2022 at 19:01 UTC to Saturday, 13 August 2022 at 06:29 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 : TwitterSearch
Graph Term : @technovation
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://hopin.com/events/technovation-s-world-summit/registration
[13] https://www.technovation.org/blogs/world-summit-2022-schedule/
[13] https://docs.google.com/forms/d/e/1FAIpQLSeosUE2Mn60qKj8HwZJQMWFwYtFr_xnvhsNK7_bEXNG33zOaQ/viewform
[10] https://www.youtube.com/watch?v=wdRD5PqPTsM&feature=youtu.be

[8] https://zcu.io/PGc4
[5] https://www.cbsnews.com/minnesota/news/teen-girls-pitch-apps-top-executives/
[3] https://twitter.com/TechnovationMad/status/1557949287262208000
[3] https://twitter.com/technovation/status/1557383798886629376
[3] https://www.itu.int/hub/2022/05/intergenerational-innovation-technovation-wtisd/
[3] https://www2.uottawa.ca/notre-universite/medias/nouvelles/uottawa-faculty-engineering-secondary-school-students-among-finalists-technovation-world-summit?utm_campaign=technovation&utm_medium=social&utm_source=Twitter

Top URLs in Tweet in G1:
[8] https://hopin.com/events/technovation-s-world-summit/registration
[8] https://zcu.io/PGc4
[5] https://www.technovation.org/blogs/world-summit-2022-schedule/
[3] https://www.itu.int/hub/2022/05/intergenerational-innovation-technovation-wtisd/
[3] https://www2.uottawa.ca/notre-universite/medias/nouvelles/uottawa-faculty-engineering-secondary-school-students-among-finalists-technovation-world-summit?utm_campaign=technovation&utm_medium=social&utm_source=Twitter
[3] https://www2.uottawa.ca/about-us/media/news/uottawa-faculty-engineering-secondary-school-students-among-finalists-technovation-world-summit?utm_campaign=technovation&utm_medium=social&utm_source=Twitter
[2] https://twitter.com/technovation/status/1558158903032029185
[2] https://twitter.com/technovation/status/1557383798886629376
[1] https://docs.google.com/forms/d/e/1FAIpQLSeosUE2Mn60qKj8HwZJQMWFwYtFr_xnvhsNK7_bEXNG33zOaQ/viewform
[1] https://www.cbsnews.com/minnesota/news/teen-girls-pitch-apps-top-executives/

Top URLs in Tweet in G2:
[13] https://hopin.com/events/technovation-s-world-summit/registration
[2] https://twitter.com/technovation/status/1558098510553272320
[2] https://docs.google.com/forms/d/e/1FAIpQLSeosUE2Mn60qKj8HwZJQMWFwYtFr_xnvhsNK7_bEXNG33zOaQ/viewform
[1] https://www.cbsnews.com/minnesota/news/teen-girls-pitch-apps-top-executives/
[1] https://twitter.com/technovationcl/status/1558166325763010561/video/1

Top URLs in Tweet in G3:
[5] https://hopin.com/events/technovation-s-world-summit/registration
[4] https://www.technovation.org/blogs/world-summit-2022-schedule/
[3] https://twitter.com/TechnovationMad/status/1557949287262208000
[1] https://dash.tweetbinder.com/report/0a0a82f0
[1] https://twitter.com/technovation/status/1558159571545374722
[1] https://docs.google.com/forms/d/e/1FAIpQLSeosUE2Mn60qKj8HwZJQMWFwYtFr_xnvhsNK7_bEXNG33zOaQ/viewform

Top URLs in Tweet in G4:
[9] https://docs.google.com/forms/d/e/1FAIpQLSeosUE2Mn60qKj8HwZJQMWFwYtFr_xnvhsNK7_bEXNG33zOaQ/viewform
[4] https://hopin.com/events/technovation-s-world-summit/registration
[4] https://www.technovation.org/blogs/world-summit-2022-schedule/
[3] https://www.cbsnews.com/minnesota/news/teen-girls-pitch-apps-top-executives/
[2] https://bit.ly/3z9lykw
[1] https://www.youtube.com/watch?v=cIev473dXe4


Top URLs in Tweet in G5:
[10] https://www.youtube.com/watch?v=wdRD5PqPTsM&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/technovation/status/1558167796672073735

Top URLs in Tweet in G7:
[1] https://twitter.com/technovation/status/1557383798886629376

Top URLs in Tweet in G8:
[1] https://hopin.com/events/technovation-s-world-summit/registration

Top Domains
Top Domains in Tweet in Entire Graph:
[31] hopin.com
[14] twitter.com
[14] google.com
[13] technovation.org
[12] youtube.com
[8] zcu.io
[6] uottawa.ca
[5] cbsnews.com
[3] itu.int
[2] bit.ly

Top Domains in Tweet in G1:
[8] hopin.com
[8] zcu.io
[6] uottawa.ca
[5] technovation.org
[5] twitter.com
[3] itu.int
[2] google.com
[1] cbsnews.com
[1] youtube.com
[1] nordmetall-stiftung.de

Top Domains in Tweet in G2:
[13] hopin.com
[3] twitter.com
[2] google.com
[1] cbsnews.com

Top Domains in Tweet in G3:
[5] hopin.com
[4] technovation.org
[4] twitter.com
[1] tweetbinder.com
[1] google.com

Top Domains in Tweet in G4:
[9] google.com
[4] hopin.com
[4] technovation.org
[3] cbsnews.com
[2] bit.ly
[1] youtube.com

Top Domains in Tweet in G5:
[10] youtube.com

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

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[82] worldsummit2022
[28] tech
[12] technovationgirls
[12] technovationgirlsmadrid
[11] girlsintech
[11] ai
[10] worldsummit
[9] chile
[8] climate
[4] stem



Top Hashtags in Tweet in G1:
[28] worldsummit2022
[8] tech
[8] ai
[8] climate
[5] girlsintech
[3] youthday
[3] wtisd
[3] canadienne
[3] fillesenstim
[3] fillesquicodent

Top Hashtags in Tweet in G2:
[26] worldsummit2022
[7] tech
[7] chile
[7] worldsummit
[1] girlsintech
[1] tai
[1] globalsummit

Top Hashtags in Tweet in G3:
[11] worldsummit2022
[8] technovationgirls
[8] technovationgirlsmadrid
[4] tech
[2] girlsintech
[1] seohashtag

Top Hashtags in Tweet in G4:
[9] worldsummit2022
[4] technovationgirls
[4] technovationgirlsmadrid
[2] tech
[2] girlsintech
[2] digitalmindset
[2] data
[2] technology
[2] organizationaldesign
[2] change

Top Hashtags in Tweet in G6:
[2] worldsummit
[2] chile
[1] stemeducation
[1] worldsummit2022

Top Hashtags in Tweet in G7:
[6] worldsummit2022
[1] imposterthoughts

Top Hashtags in Tweet in G8:
[1] tech
[1] worldsummit2022
[1] girlsintech

Top Hashtags in Tweet in G9:
[6] tech
[3] influence
[3] girlswhocode
[3] stem
[3] womeninstem
[3] womenintech
[3] ai
[3] ml
[3] iot
[3] iiot

Top Words
Top Words in Tweet in Entire Graph:
[197] technovation
[111] world
[82] #worldsummit2022
[79] award
[66] summit
[64] girls
[57] winners
[51] 2022
[41] technology
[40] join

Top Words in Tweet in G1:
[59] technovation
[51] world
[32] summit
[29] award
[28] #worldsummit2022
[26] girls
[20] 2022
[17] join
[14] winners
[12] tomorrow

Top Words in Tweet in G2:
[42] technovation
[30] award
[27] winners
[26] world
[26] #worldsummit2022
[19] technology
[18] allan
[17] nasa
[17] summit
[17] 2022

Top Words in Tweet in G3:
[27] technovation
[21] equipo
[19] world
[14] principiantes
[12] premio
[11] #worldsummit2022
[11] award
[10] summit
[10] winners
[9] thank

Top Words in Tweet in G4:
[33] technovation
[18] recruit
[18] girls
[12] equipo
[11] leaders
[11] world
[10] 30
[10] participate
[10] girl
[10] more

Top Words in Tweet in G5:
[10] brecha
[10] género
[10] tecnología
[10] technolatinas
[10] codigo_ia
[10] acmwnorthameric
[10] sg4women
[10] girlsintech
[10] amexcompac
[10] temachtianimx

Top Words in Tweet in G6:
[10] technovation
[3] see
[3] impact
[3] means
[3] very
[3] happy
[3] kids
[3] tanzania
[3] meaning
[3] possible

Top Words in Tweet in G7:
[12] technovation
[6] hiphopengineer1
[6] #worldsummit2022
[5] a_hilal
[5] sponsors
[4] technology
[4] award
[3] role
[3] panel
[3] mentors

Top Words in Tweet in G8:
[2] world

Top Words in Tweet in G9:
[6] kred
[6] #tech
[3] gave
[3] technovation
[3] #influence
[3] #girlswhocode
[3] #stem
[3] #womeninstem
[3] #womenintech
[3] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] world,summit
[48] award,winners
[32] 2022,technovation
[31] division,award
[31] grand,prize
[31] social,impact
[20] nasa,astronaut
[20] winners,grand
[19] congratulations,2022
[18] thank,allan

Top Word Pairs in Tweet in G1:
[31] world,summit
[16] technovation,world
[13] award,winners
[12] around,world
[10] summit,2022
[10] changemaker,award
[10] alumna,solving
[10] solving,environmental
[10] girls,around
[9] 2022,technovation

Top Word Pairs in Tweet in G2:
[21] award,winners
[17] world,summit
[14] 2022,technovation
[13] division,award
[13] grand,prize
[13] social,impact
[12] thank,allan
[12] nasa,astronaut
[10] keynote,speaker
[8] congratulations,2022

Top Word Pairs in Tweet in G3:
[10] world,summit
[8] award,winners
[7] equipo,#technovationgirlsmadrid
[7] #technovationgirlsmadrid,compite
[7] división,principiantes
[7] principiantes,equipo
[7] equipo,nominado
[7] nominado,mejor
[7] mejor,equipo
[7] equipo,europeo

Top Word Pairs in Tweet in G4:
[9] become,technovation
[9] technovation,moonshot
[9] moonshot,ambassador
[9] ambassador,recruit
[9] recruit,support
[9] support,leaders
[9] leaders,recruit
[9] recruit,30
[9] 30,girls
[9] girls,participate

Top Word Pairs in Tweet in G5:
[10] brecha,género
[10] género,tecnología
[10] tecnología,technolatinas
[10] technolatinas,codigo_ia
[10] codigo_ia,acmwnorthameric
[10] acmwnorthameric,sg4women
[10] sg4women,girlsintech
[10] girlsintech,amexcompac
[10] amexcompac,temachtianimx
[10] temachtianimx,technovation

Top Word Pairs in Tweet in G6:
[3] see,impact
[3] impact,means
[3] means,very
[3] very,happy
[3] happy,kids
[3] kids,tanzania
[3] tanzania,meaning
[3] meaning,possible
[3] possible,technovation
[3] technovation,mitzkits

Top Word Pairs in Tweet in G7:
[4] technovation,hiphopengineer1
[3] division,award
[3] grand,prize
[3] social,impact
[2] role,models
[2] models,panel
[2] hiphopengineer1,a_hilal
[2] hiphopengineer1,mentors
[2] mentors,try
[2] try,sponsors

Top Word Pairs in Tweet in G9:
[3] gave,kred
[3] kred,technovation
[3] technovation,kred
[3] kred,#influence
[3] #influence,#girlswhocode
[3] #girlswhocode,#stem
[3] #stem,#womeninstem
[3] #womeninstem,#womenintech
[3] #womenintech,#ai
[3] #ai,#ml

Top Replied-To
Top Replied-To in Entire Graph:
@technovation
@shopify
@pjmfnd
@gas_valpo
@technovationcl
@5hel2l2y
@hannah_omu
@profagard
@victor37099389

Top Replied-To in G1:
@pjmfnd
@gas_valpo
@profagard
@technovation
@victor37099389

Top Replied-To in G2:
@technovation
@shopify

Top Replied-To in G3:
@technovation

Top Replied-To in G6:
@technovationcl

Top Replied-To in G7:
@technovation
@hannah_omu
@5hel2l2y

Top Replied-To in G8:
@technovation

Top Mentioned
Top Mentioned in Entire Graph:
@technovation
@shopify
@nasa
@zenanaut
@pjmfnd
@leinwand
@technolatinas
@codigo_ia
@sg4women

Top Mentioned in G1:
@technovation
@pjmfnd
@najahgh
@shopify
@nasa
@zenanaut
@dkjs_bildung
@leinwand
@usbank
@hsbc

Top Mentioned in G2:
@nasa
@shopify
@zenanaut
@technovation
@leinwand
@tarachk
@usbank
@a_hilal
@pjmfnd
@hsbc

Top Mentioned in G3:
@shopify
@technovation
@hsbc
@factset
@oracle
@servicenow
@teconnectivity
@girlsmoonshot
@ebay
@teksystems

Top Mentioned in G4:
@technovation
@tarachk
@usbank
@nasa
@zenanaut
@tsedal
@harvardhbs
@shopify
@dpl_tech

Top Mentioned in G5:
@technolatinas
@codigo_ia
@sg4women
@girlsintech
@amexcompac
@temachtianimx
@technovation

Top Mentioned in G6:
@technovation
@mitzkits
@venturessahara
@undptz
@gemini_lucie
@elimuafrikatz
@dottanzania
@spotifychile
@spotify
@technovationcl

Top Mentioned in G7:
@hiphopengineer1
@technovation
@a_hilal
@krithsai
@joytojob
@shopify

Top Mentioned in G8:
@pmoindia
@eduminofindia
@ministrywcd
@indiadst

Top Mentioned in G9:
@technovation
@kred

Top Tweeters
Top Tweeters in Entire Graph:
@rahul05ranjan
@datasciencebot_
@techie_wiz
@mangelitarios
@eli_krumova
@tuberpromotion
@mgg_2012
@jkline120
@metlife
@cabrademierda

Top Tweeters in G1:
@techie_wiz
@diverseinai
@welarr
@margaritasp
@asheryduma
@uottawagenie
@technovation
@mbelenpr
@rizoteresita
@thalescanada

Top Tweeters in G2:
@mangelitarios
@jkline120
@cabrademierda
@nasa
@constanzadiazc
@shopify
@girlsinictspain
@kevinhendry
@mehxsiempre
@anarsimpson

Top Tweeters in G3:
@metlife
@anabelanogs
@ebay
@teksystems
@sap
@oracle
@hashtagmarketi7
@factset
@hpe
@servicenow

Top Tweeters in G4:
@mgg_2012
@dpl_tech
@cris_aranda_
@usbank
@harvardhbs
@rulpar
@ohioafterschool
@tsedal
@tarachk
@teenturn

Top Tweeters in G5:
@tuberpromotion
@helenismo
@girlsintech
@dra_malvada
@hmcuesta
@hannaoktaba
@cienciauv
@technolatinas
@temachtianimx
@sg4women

Top Tweeters in G6:
@spotify
@mineduc
@spotifychile
@venturessahara
@dottanzania
@makaalcota
@undptz
@elimuafrikatz
@kelvinmwampaul
@gemini_lucie

Top Tweeters in G7:
@hannah_omu
@5hel2l2y
@bthomassiny
@a_hilal
@hiphopengineer1
@joytojob
@krithsai

Top Tweeters in G8:
@pmoindia
@ministrywcd
@indiadst
@eduminofindia
@viveknshah

Top Tweeters in G9:
@rahul05ranjan
@datasciencebot_
@eli_krumova
@kred


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