#GeoIgnite2019, Twitter, 6/19/2019 6:18:24 PM, 200489


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#GeoIgnite2019_2019-06-19_11-12-49.xlsx
#GeoIgnite2019_2019-06-19_11-12-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 19, 2019
Short Description:
#GeoIgnite2019 via NodeXL http://bit.ly/2IrM0MW
@gogeomatics
@geoignite
@canadiangis
@rebelgeo
@praxiem
@marikka_1973
@gansorg
@jimwatsonottawa
@jasonduffe
@pcigeomatics

Top hashtags:
#geoignite2019
#ottawa
#geospatial
#gis
#iot
#digitaltransformation
#topstory
#lbs

Description:
Description
The graph represents a network of 133 Twitter users whose recent tweets contained "#GeoIgnite2019", 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 Wednesday, 19 June 2019 at 18:13 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 10-minute period from Monday, 10 June 2019 at 15:00 UTC to Wednesday, 19 June 2019 at 18:11 UTC.

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 : 133
Unique Edges : 420
Edges With Duplicates : 444
Total Edges : 864
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.127931769722815
Reciprocated Edge Ratio : 0.226843100189036
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 133
Maximum Edges in a Connected Component : 864
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.502685
Graph Density : 0.0301321485532012
Modularity : 0.231187
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://lnkd.in/eukKi_s
[4] http://tweetedtimes.com/v/1657
[4] http://www.locationtechjobs.com/
[3] https://twitter.com/geointer/status/1140969525892063233
[3] http://www.geoignite.ca/sites/gogeomatics/en/geoignite2019
[3] https://twitter.com/JimWatsonOttawa/status/1140963111660396544
[3] https://gogeomatics.ca/top-5-reasons-you-should-attend-geoignite-2019/
[3] https://gogeomatics.ca/event/geoignite-2019/
[2] http://standard3d.com/holodeck/twittercard.php?uuid=841d3de6-ceba-4d31-b020-a591fb5ace73&username=standard3d
[2] http://standard3d.com/holodeck/twittercard.php?uuid=2ad61226-8ca4-4d11-99ed-3ff9d8a470d6&username=standard3d

Top URLs in Tweet in G1:
[4] http://tweetedtimes.com/v/1657
[2] https://www.geoignite.ca/sites/gogeomatics/en/geoignite2019/participants/195/bf21a9e8fbc5a3846fb05b4fa0859e0917b2202f/Walter+Knitl
[2] https://lnkd.in/eukKi_s
[2] https://www.geoignite.ca/sites/gogeomatics/en/geoignite2019
[1] https://gogeomatics.ca/geoignite-conference-pub-night-byward-market/
[1] https://gogeomatics.ca/top-5-reasons-you-should-attend-geoignite-2019/
[1] https://www.geoignite.ca/sites/gogeomatics/en/geoignite2019/schedule/284/Wade%20Larson%20-%20Founder%20&%20VP%20-%20UrtheCast,%20Talk:The%20UrtheDaily%20Mission:%20Daily%20Geoanalytics%20on%20a%20Global%20Scale
[1] https://twitter.com/JimWatsonOttawa/status/1140963111660396544
[1] http://www.locationtechjobs.com/

Top URLs in Tweet in G2:
[3] https://gogeomatics.ca/event/geoignite-2019/
[2] https://twitter.com/geointer/status/1140969525892063233
[2] http://www.geoignite.ca/sites/gogeomatics/en/geoignite2019
[2] https://lnkd.in/eukKi_s
[2] https://gogeomatics.ca/top-5-reasons-you-should-attend-geoignite-2019/
[1] https://twitter.com/canadiangis/status/1140653850543575040
[1] https://twitter.com/geointer/status/1138786766402592768
[1] https://twitter.com/geointer/status/1140958717841727488
[1] https://twitter.com/canadiangis/status/1140966145937293312
[1] http://www.locationtechjobs.com/

Top URLs in Tweet in G3:
[2] https://gogeomatics.ca/subjects/career-fair/
[1] http://www.asc-csa.gc.ca/eng/satellites/radarsat/default.asp
[1] https://www.eodms-sgdot.nrcan-rncan.gc.ca/index_en.jsp
[1] https://www.theglobeandmail.com/business/technology/science/article-canadian-radarsat-satellites-launched-aboard-spacex-rocket/
[1] https://www.geoignite.ca/sites/gogeomatics/en/geoignite2019/schedule/153/Lesley%20MacKenzie%20-%20Senior%20Business%20Analyst%20-%20Consortech,%20Talk:%20%20Should%20you%20move%20your%20data%20processes%20to%20the%20Cloud
[1] https://docs.google.com/forms/d/e/1FAIpQLSf5eU87YbpKoBZSzfJrS8hKYZ3iVoL36cNxorBWIPSPka_CgA/viewform?usp=fb_send_twt
[1] http://standard3d.com/holodeck/twittercard.php?uuid=2ad61226-8ca4-4d11-99ed-3ff9d8a470d6&username=standard3d
[1] http://standard3d.com/holodeck/twittercard.php?uuid=841d3de6-ceba-4d31-b020-a591fb5ace73&username=standard3d

Top URLs in Tweet in G4:
[2] http://www.locationtechjobs.com/
[1] https://twitter.com/geointer/status/1140969525892063233

Top URLs in Tweet in G6:
[1] https://twitter.com/PointsNorthGIS/status/1141328354760679425
[1] https://twitter.com/JimWatsonOttawa/status/1140963111660396544
[1] https://twitter.com/PointsNorthGIS/status/1141405864462561280
[1] https://twitter.com/brian_monheiser/status/1140941850058133504
[1] http://www.geoignite.ca/sites/gogeomatics/en/geoignite2019

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[369] geoignite2019
[36] ottawa
[34] geospatial
[15] gis
[14] iot
[13] digitaltransformation
[10] topstory
[10] lbs
[10] geoint
[10] gogeomatics



Top Hashtags in Tweet in G1:
[93] geoignite2019
[10] ottawa
[10] iot
[7] digitaltransformation
[6] geospatial
[5] topstory
[5] lbs
[4] autonomousvehicles
[3] geo
[3] bim

Top Hashtags in Tweet in G2:
[140] geoignite2019
[25] ottawa
[23] geospatial
[10] geoint
[9] earthobservation
[8] gis
[7] canada
[6] gogeomatics
[5] geography
[5] k12

Top Hashtags in Tweet in G3:
[42] geoignite2019
[6] gis
[5] career
[3] infrastructure
[3] gogeomatics
[3] flemingcollege
[2] radarsat
[2] ai
[2] ml
[2] avenza

Top Hashtags in Tweet in G4:
[56] geoignite2019
[2] lidar
[1] ai
[1] ml
[1] cft
[1] radarsat
[1] sar
[1] geospatial
[1] smartcities
[1] infrastructure

Top Hashtags in Tweet in G5:
[22] geoignite2019
[2] bigdata
[2] geomatics
[1] geospatial
[1] opendatacube
[1] ai
[1] analytics
[1] wildlife
[1] conservation
[1] prouddad

Top Hashtags in Tweet in G6:
[16] geoignite2019
[2] geospatial
[1] digitaltransformation
[1] iot
[1] legal
[1] indigenous
[1] topstory
[1] lbs

Top Words
Top Words in Tweet in Entire Graph:
[394] Words in Sentiment List#1: Positive
[65] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[9435] Non-categorized Words
[9894] Total Words
[369] #geoignite2019
[146] geoignite
[122] geospatial
[93] conference
[84] gogeomatics

Top Words in Tweet in G1:
[93] #geoignite2019
[44] geoignite
[35] geospatial
[31] praxiem
[26] conference
[17] national
[16] s
[15] gogeomatics
[15] inaugural
[14] good

Top Words in Tweet in G2:
[140] #geoignite2019
[77] geoignite
[46] conference
[38] gogeomatics
[38] geospatial
[27] ottawa
[26] today
[24] praxiem
[24] inaugural
[23] #ottawa

Top Words in Tweet in G3:
[42] #geoignite2019
[19] data
[12] canada
[12] gogeomatics
[10] event
[9] geospatial
[8] talks
[8] career
[6] new
[6] conference

Top Words in Tweet in G4:
[56] #geoignite2019
[28] geospatial
[14] come
[11] web
[11] map
[11] analytics
[11] geoignite
[10] conference
[10] maptiks
[10] canadiangis

Top Words in Tweet in G5:
[22] #geoignite2019
[9] come
[8] data
[8] pcigeomatics
[7] cubes
[6] tomorrow
[5] watching
[5] discuss
[5] put
[5] finishing

Top Words in Tweet in G6:
[16] #geoignite2019
[10] gogeomatics
[9] geoignite
[9] geospatial
[7] national
[7] brian_monheiser
[6] geocalamito
[6] 2019
[6] event
[5] next

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] praxiem,#geoignite2019
[36] geoignite,conference
[33] national,geospatial
[32] gogeomatics,#geoignite2019
[26] inaugural,geoignite
[25] geoignite,2019
[24] #geoignite2019,conference
[20] geospatial,community
[19] inaugural,#geoignite2019
[19] data,cubes

Top Word Pairs in Tweet in G1:
[18] praxiem,#geoignite2019
[14] national,geospatial
[10] inaugural,#geoignite2019
[9] good,morning
[9] morning,inaugural
[9] #geoignite2019,national
[9] geospatial,conference
[9] conference,here
[9] here,city
[9] city,ottawa

Top Word Pairs in Tweet in G2:
[25] geoignite,conference
[18] praxiem,#geoignite2019
[18] inaugural,geoignite
[14] geoignite,2019
[12] ottawa,inaugural
[12] conference,starts
[12] starts,today
[12] today,excited
[12] excited,part
[12] part,hope

Top Word Pairs in Tweet in G3:
[8] gogeomatics,#geoignite2019
[5] #geoignite2019,conference
[5] career,event
[5] #career,event
[4] canada,#geoignite2019
[4] #geoignite2019,career
[4] graham,stickler
[4] stickler,cmo
[4] cmo,skywatch
[4] skywatch,skywatchapps

Top Word Pairs in Tweet in G4:
[11] web,map
[9] geospatial,community
[7] geospatial,technology
[6] s,talk
[6] talk,geospatial
[6] technology,web
[6] map,usage
[6] usage,analytics
[6] analytics,maptiks
[6] maptiks,#geoignite2019

Top Word Pairs in Tweet in G5:
[7] data,cubes
[5] #geoignite2019,watching
[5] watching,pcigeomatics
[5] pcigeomatics,discuss
[5] discuss,data
[5] cubes,put
[5] put,finishing
[5] finishing,touches
[5] touches,slides
[5] slides,come

Top Word Pairs in Tweet in G6:
[6] national,geospatial
[5] gogeomatics,#geoignite2019
[4] inaugural,geoignite
[4] meet,members
[4] members,gogeomatics
[4] gogeomatics,next
[4] next,week
[4] week,#geoignite2019
[4] #geoignite2019,2019
[4] 2019,canada's

Top Replied-To
Top Replied-To in Entire Graph:
@gogeomatics
@statcan_eng
@cathmckenna
@sharkinsgis
@mrcgeomatics
@nadinesa
@spatialnetworks
@brian_monheiser
@geointer
@andrewmdavidson

Top Replied-To in G1:
@gogeomatics
@brian_monheiser
@nadinesa
@andrewmdavidson

Top Replied-To in G2:
@cathmckenna
@mrcgeomatics
@spatialnetworks
@geointer
@pcigeomatics

Top Replied-To in G3:
@statcan_eng
@gogeomatics

Top Replied-To in G4:
@canadiangis

Top Replied-To in G5:
@sharkinsgis

Top Mentioned
Top Mentioned in Entire Graph:
@gogeomatics
@geoignite
@praxiem
@canadiangis
@brian_monheiser
@rebelgeo
@pcigeomatics
@marikka_1973
@spatialnetworks
@prashantshukle

Top Mentioned in G1:
@praxiem
@geoignite
@jimwatsonottawa
@prashantshukle
@gogeomatics
@canadiangis
@geointer
@nadinesa
@brian_monheiser
@christianesaad

Top Mentioned in G2:
@gogeomatics
@geoignite
@praxiem
@marikka_1973
@brian_monheiser
@spatialnetworks
@rebelgeo
@canadiangis
@pcigeomatics
@geointer

Top Mentioned in G3:
@gogeomatics
@avenza
@skywatchapps
@geoignite
@marikka_1973
@bespatialon
@pointsnorthgis
@consortech
@jobs_gc
@nrcan

Top Mentioned in G4:
@maptiks
@canadiangis
@sparkgeo
@gogeomatics
@geo_will
@praxiem
@rebelgeo
@sparkge
@geoignite
@pcigeomatics

Top Mentioned in G5:
@pcigeomatics
@jasonduffe
@developmentseed
@_vincents_
@sharkinsgis
@rebelgeo
@gogeomatics
@canadiangis
@consortech
@ecccwildlifesci

Top Mentioned in G6:
@gogeomatics
@brian_monheiser
@geocalamito
@spatialnetworks
@christianesaad
@nrcan
@missionblue
@geoignite
@praxiem
@canadiangis

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@pekkapuhakka
@tvmoviedan
@jimwatsonottawa
@gletham
@cathmckenna
@themichaelbusby
@jamesgis
@iot_technojeder
@tonyquartararo

Top Tweeters in G1:
@pekkapuhakka
@tvmoviedan
@jimwatsonottawa
@iot_technojeder
@donnadon9
@britbim
@geointer
@invest_ottawa
@robertszyngiel
@andrewmdavidson

Top Tweeters in G2:
@cathmckenna
@themichaelbusby
@geomaticsfeed
@cangeoedu
@rebelgeo
@smartcitiesfeed
@justintrudeau
@geosystemsfeed
@electricarchaeo
@gogeomatics

Top Tweeters in G3:
@standard3d
@csa_asc
@statcan_eng
@flemingcollege
@viakusumadhata
@esricanada
@cfoperations
@traceylauriault
@jobs_gc
@mappingmary

Top Tweeters in G4:
@jamesgis
@daveatcogs
@rivrchik
@canadiangis
@sanjit_rajputr
@geo_will
@jobs_in_gis
@mapserving
@gansorg
@ladiesoflandsat

Top Tweeters in G5:
@chidambara09
@_vincents_
@developmentseed
@pcigeomatics
@roxanne_comeau
@valeriewynja
@behnamian
@jasonduffe
@arnoldhougham
@ecccwildlifesci

Top Tweeters in G6:
@gletham
@tonyquartararo
@jamesmfee
@ottawacity
@jordantzvetkov
@missionblue
@nrcan
@acosysinc
@audreylabrie
@ppd_uottawa