geospatial, Twitter, 5/12/2021 3:47:08 AM, 254645


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geospatial_2021-05-10_15-35-47.xlsx
geospatial_2021-05-10_15-35-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
geospatial via NodeXL https://bit.ly/3fghyVr
@geospatialstuff
@smartcitiesfeed
@geosystemsfeed
@giswqs
@geospatial_py
@griddbcommunity
@lucychepkosgei
@statehousekenya
@pythonexpertbot
@projectplateau

Top hashtags:
#geospatial
#gis
#python
#iot
#griddb
#nosql
#ai

Description:
Description
The graph represents a network of 5,161 Twitter users whose tweets in the requested range contained "geospatial", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 22:51 UTC.

The requested start date was Monday, 10 May 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 12-day, 12-hour, 23-minute period from Tuesday, 27 April 2021 at 11:22 UTC to Sunday, 09 May 2021 at 23:46 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 : 5161
Unique Edges : 3672
Edges With Duplicates : 11751
Total Edges : 15423
Number of Edge Types : 5
Replies to : 219
MentionsInRetweet : 6767
Mentions : 1628
Retweet : 5184
Tweet : 1625
Self-Loops : 1705
Reciprocated Vertex Pair Ratio : 0.0281017282562878
Reciprocated Edge Ratio : 0.0546672133388001
Connected Components : 799
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 3417
Maximum Edges in a Connected Component : 12686
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.14777
Graph Density : 0.00027475746092113
Modularity : 0.424464
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,161 Twitter users whose tweets in the requested range contained "geospatial", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 22:51 UTC.

The requested start date was Monday, 10 May 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 12-day, 12-hour, 23-minute period from Tuesday, 27 April 2021 at 11:22 UTC to Sunday, 09 May 2021 at 23:46 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 : geospatial
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:
[199] https://griddb.net/en/blog/geospatial-analysis-of-nyc-crime-data-with-griddb/
[42] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[40] https://www.youtube.com/watch?v=v-FWj9dAMJ8&feature=youtu.be

[37] https://www.couponed12.com/2021/05/spatial-data-analysis-with-earth-engine.html
[32] https://www.helpnetsecurity.com/2021/04/30/deepfake-geography/
[32] https://coruzant.com/gis/how-geospatial-data-is-driving-pandemic-preparedness-response/
[30] https://seananderson.ca/docs/dfo-geostat-postdoc.pdf
[22] https://www.youtube.com/watch?v=2R3933NFIa0&feature=youtu.be

[22] https://allsourceanalysis.com/featured-analysis/
[20] https://thegabmeister.com/blog/landscapes-cesium-unreal/

Top URLs in Tweet in G1:
[15] https://tweetedtimes.com/v/1524?s=rgp
[12] https://sparkgeo.com/jobs/data-scientist/
[8] https://www.analyticsinsight.net/artificial-intelligence-and-3d-creating-a-wave-in-geospatial-intelligence/
[8] https://www.directionsmag.com/
[7] https://www.youtube.com/watch?v=Dp2qcC4OSHE&feature=youtu.be

[7] https://www.directionsmag.com/pressreleases
[7] https://gmesgeoportal.rcmrd.org/
[6] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[6] https://viglino.github.io/font-gis/
[5] https://podcasts.google.com/?feed=aHR0cHM6Ly9tYXBzY2FwaW5nLnBvZGJlYW4uY29tL2ZlZWQueG1s&utm_content=buffer1c7f0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[36] https://www.couponed12.com/2021/05/spatial-data-analysis-with-earth-engine.html
[32] https://www.youtube.com/watch?v=v-FWj9dAMJ8&feature=youtu.be

[31] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[13] https://www.youtube.com/watch?v=2R3933NFIa0&feature=youtu.be

[11] https://www.forbes.com/sites/yasamankazemi/2019/01/29/ai-big-data-advanced-analytics-in-the-supply-chain/#ec046c244ff9
[11] https://graphaware.breezy.hr/
[10] https://www.helpnetsecurity.com/2021/04/30/deepfake-geography/
[8] https://onlinecouponcourses.com/spatial-analysis-geospatial-data-science-in-python/
[8] https://kepler.gl/
[7] https://www.geospatialworld.net/blogs/geospatial-data-analytics-the-way-forward-in-analytics/

Top URLs in Tweet in G3:
[7] https://geospatialnews.net/geospatial-application-stories/scientists-calculate-juneau-icefield-melting-with-2d-3d-glacier-models/
[6] https://www.helpnetsecurity.com/2021/04/30/deepfake-geography/?utm_source=dlvr.it&utm_medium=twitter
[6] https://phys.org/news/2021-05-progenitor-genomes-covid-geospatial.html
[6] https://geospatialnews.net/geospatial-equipment/uavlas-developed-universal-solution-for-precision-safe-landing-for-uavs/
[5] https://www.scmagazine.com/home/government/dods-geospatial-intel-agency-and-uk-show-commitment-to-neurodiversity/
[5] https://content.techgig.com/isro-launches-free-online-course-on-geospatial-technology-for-archaeological-studies/articleshow/82307292.cms
[5] https://www.medianama.com/2021/05/223-summary-draft-national-geospatial-data-policy-2021/
[4] https://dronelife.com/2021/04/28/parrot-and-rapid-imaging-augmented-reality-for-the-anafi-platform/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.suasnews.com/2021/04/flirtey-implements-kongsberg-geospatial-iris-airspace-awareness-technology-to-enable-faa-certification-for-bvlos-drone-delivery-operations/
[4] https://www.sdcexec.com/software-technology/emerging-technologies/article/21378467/esri-location-intelligence-and-geospatial-thinking-are-key-to-strengthen-supply-chains

Top URLs in Tweet in G4:
[8] https://carnegiescience.zoom.us/webinar/register/WN_a_xpFh83Sw-vnXTaty6h9g
[6] https://www.sdcexec.com/software-technology/emerging-technologies/article/21378467/esri-location-intelligence-and-geospatial-thinking-are-key-to-strengthen-supply-chains
[6] https://www.geospatialrevolution.psu.edu/
[6] https://geoed21-kctcs.hub.arcgis.com/
[5] https://www.eventbrite.com/e/geoconvergence-workshop-tickets-145771196573
[5] https://www.cartography.org.uk/post/what-s-your-favourite-software-send-us-your-review
[5] https://www.gislounge.com/automated-remote-sensing-of-underground-features/
[5] https://www.gislounge.com/usgs-launches-an-online-landslide-mapping-tool/
[5] https://www.technologyreview.com/2021/03/29/1021374/the-science-and-technology-that-can-help-save-the-ocean/?utm_source=twitter&utm_medium=tr_social&utm_campaign=custom_insights_us.unpaid
[4] https://community.esri.com/t5/national-geospatial-mapping/webinar-automated-workflows-and-machine-learning-techniques-for/m-p/1054813#M27

Top URLs in Tweet in G5:
[6] https://geoobserver.wordpress.com/2021/04/28/foss4g-2021-community-voting/
[4] https://www.youtube.com/watch?v=Zhwz0uS4Xi0&feature=youtu.be

[3] https://geoobserver.wordpress.com/2021/04/30/qgis-crowdfunding-kampagne-fur-dashboard-plugin/
[3] https://viglino.github.io/font-gis/
[2] https://www.youtube.com/watch?v=v-FWj9dAMJ8&feature=youtu.be

[2] https://www.esri.com/about/newsroom/arcuser/deep-learning-models/
[2] https://www.youtube.com/watch?v=2R3933NFIa0&feature=youtu.be

[2] https://giscrack.com/crowdfunding-campaign-for-the-plugin-qgis-dashboard/
[2] https://carto.com/blog/enhancing-geospatial-in-bigquery-with-carto-spatial-extension/
[1] https://viglino.github.io/font-gis/?fg=earth

Top URLs in Tweet in G6:
[4] https://raw.githubusercontent.com/dwelcaslu/programing-books/master/Geospatial%20Development%20By%20Example%20with%20Python.pdf
[4] https://filling-space.com/2020/09/25/how-does-geospatial-imagery-inform-strategic-decision-making/
[4] https://handbook.globaldatabarometer.org/themes/Geospatial/
[4] https://www.helpnetsecurity.com/2021/04/30/deepfake-geography/
[2] https://twitter.com/IIEP_UNESCO/status/1390581085554237441
[2] https://twitter.com/norrag/status/1389818262389620736
[2] https://smallacademy.co/courses/development/100-off-spatial-analysis-geospatial-data-science-in-python-coupon-4/
[2] https://handbook.globaldatabarometer.org/
[2] https://twitter.com/classofyourown/status/1390376326482305024
[1] https://www.ordnancesurvey.co.uk/business-government/public-sector-geospatial-agreement/data-hub-for-public-sector?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=4df2a1f9-e096-4eb0-8461-725cfef59d6e

Top URLs in Tweet in G7:
[191] https://griddb.net/en/blog/geospatial-analysis-of-nyc-crime-data-with-griddb/
[1] https://podcasts.google.com/?feed=aHR0cHM6Ly9tYXBzY2FwaW5nLnBvZGJlYW4uY29tL2ZlZWQueG1s&utm_content=buffer1c7f0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://podcasts.apple.com/us/podcast/the-mapscaping-podcast/id1452297085?mt=2&app=itunes&utm_content=buffer0d863&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[1] https://twitter.com/Faridakaroney/status/1391341095884365825
[1] https://griddb.net/en/blog/geospatial-analysis-of-nyc-crime-data-with-griddb/
[1] https://brightkenyanews.com/president-kenyatta-launches-the-national-land-information-management-system-nlims

Top URLs in Tweet in G9:
[9] https://www.geospatialworld.net/blogs/liberalization-of-geospatial-data-the-expected-impact-of-new-policy-guidelines/
[2] https://docs.google.com/forms/u/0/d/e/1FAIpQLSeGBhUE7NK6xNzk6KGzWrBtNJwUnq5TJJLzko10ojtq9YguHA/formResponse
[2] https://africascope-sa.com/2021/04/29/geospatial-fieldwork-maps-critical-to-improve-market-research-in-africa/
[1] http://www.westpokot.go.ke/index.php/aboutthecounty/county-information/careers
[1] https://lucychepkosgei-gis-remotesensing.blogspot.com/2021/04/jkuatalumni2021girls.html
[1] https://kewi.or.ke/index.php/gis-symposium/
[1] https://isk.or.ke/magazine2021/?fbclid=IwAR2YyIrZb4xvZ5BIzw9YKhDKpNQq19AIUTG2LQ3SHoAlKvLYi6i1tlbzKOQ#p=9
[1] https://www.geospatialworld.net/article/evolving-space-economy-and-investment-trends/
[1] https://www.gwprime.geospatialworld.net/opinion/change-is-the-constant/
[1] https://www.gwprime.geospatialworld.net/geospatial-world-magazine/

Top URLs in Tweet in G10:
[3] https://www.geospatial.jp/ckan/dataset/plateau
[2] https://www.mlit.go.jp/plateau/
[1] https://www.geospatial.jp/ckan/dataset/plateau-tokyo23ku
[1] https://www.geospatial.jp/ckan/dataset/plateau-saitama
[1] https://www.mlit.go.jp/plateau/app/
[1] https://www.geospatial.jp/gp_front/content/62dddad0-70fc-41e6-baff-27ad10fa88c2
[1] https://www.geospatial.jp/

Top Domains
Top Domains in Tweet in Entire Graph:
[200] griddb.net
[189] twitter.com
[136] youtube.com
[75] esri.com
[65] geospatialworld.net
[54] linkedin.com
[46] google.com
[40] helpnetsecurity.com
[39] couponed12.com
[35] arcgis.com

Top Domains in Tweet in G1:
[43] twitter.com
[28] youtube.com
[25] directionsmag.com
[18] google.com
[15] tweetedtimes.com
[14] sparkgeo.com
[14] esri.com
[12] geography.one
[10] carto.com
[10] arcgis.com

Top Domains in Tweet in G2:
[83] youtube.com
[38] couponed12.com
[30] stackexchange.com
[17] twitter.com
[13] github.com
[13] esri.com
[12] towardsdatascience.com
[11] forbes.com
[11] udemy.com
[11] datacamp.com

Top Domains in Tweet in G3:
[32] geospatialworld.net
[27] twitter.com
[18] geospatialnews.net
[15] linkedin.com
[12] gocleared.com
[10] dy.si
[10] helpnetsecurity.com
[10] phys.org
[8] scmagazine.com
[7] medium.com

Top Domains in Tweet in G4:
[30] esri.com
[27] gislounge.com
[22] arcgis.com
[13] ow.ly
[8] zoom.us
[7] sdcexec.com
[7] technologyreview.com
[6] twitter.com
[6] psu.edu
[5] eventbrite.com

Top Domains in Tweet in G5:
[13] wordpress.com
[9] youtube.com
[5] github.io
[4] foss-academy.com
[3] twitter.com
[3] astraea.earth
[3] esri.com
[2] giscrack.com
[2] carto.com
[1] tomasbeuzen.com

Top Domains in Tweet in G6:
[16] twitter.com
[11] globaldatabarometer.org
[7] co.uk
[5] githubusercontent.com
[5] filling-space.com
[4] google.com
[4] helpnetsecurity.com
[3] com.au
[2] geospatialmedia.net
[2] smallacademy.co

Top Domains in Tweet in G7:
[191] griddb.net
[1] google.com
[1] apple.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] griddb.net
[1] brightkenyanews.com

Top Domains in Tweet in G9:
[21] geospatialworld.net
[5] twitter.com
[2] or.ke
[2] rcmrd.org
[2] google.com
[2] wiley.com
[2] africascope-sa.com
[1] go.ke
[1] blogspot.com
[1] tandfonline.com

Top Domains in Tweet in G10:
[7] geospatial.jp
[3] go.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1892] geospatial
[710] gis
[400] python
[268] iot
[204] griddb
[203] nosql
[202] ai
[200] nyc
[200] timeseries
[173] bigdata



Top Hashtags in Tweet in G1:
[489] geospatial
[173] gis
[42] gdal
[33] gischat
[31] ai
[30] everywhereshemaps
[29] youthmappers
[29] gddf2021
[26] mapping
[21] python

Top Hashtags in Tweet in G2:
[279] python
[275] geospatial
[146] gis
[143] datascience
[114] bigdata
[93] machinelearning
[90] ai
[83] programming
[65] linux
[63] geopandas

Top Hashtags in Tweet in G3:
[73] geospatial
[36] gis
[12] technology
[11] jobs
[9] drone
[8] securityclearance
[7] geospatialdata
[7] gisjobs
[6] hiring
[6] surveying

Top Hashtags in Tweet in G4:
[150] geospatial
[104] gis
[45] arcgis
[39] esri
[23] spatial
[22] map
[20] location
[19] maritime
[15] ai
[14] webinar

Top Hashtags in Tweet in G5:
[213] geospatial
[101] gis
[88] python
[86] svg
[86] font
[83] icons
[83] freelicense
[83] openfont
[83] geocommons
[22] fossgis

Top Hashtags in Tweet in G6:
[57] geospatial
[16] climateaction
[16] geodesy
[15] powerofwhere
[12] seaspiricy
[12] plasticpollution
[9] edplanning
[8] gis
[8] covid
[8] northwest

Top Hashtags in Tweet in G7:
[191] geospatial
[191] nyc
[191] griddb
[191] iot
[191] nosql
[191] timeseries
[1] machinelearning
[1] datascience
[1] programming
[1] linux

Top Hashtags in Tweet in G8:
[7] ardhisasa
[5] uhurulandrevolution
[5] ardhigoesdigital
[2] jklive
[1] geospatial
[1] nyc
[1] griddb
[1] iot
[1] nosql
[1] timeseries

Top Hashtags in Tweet in G9:
[27] geospatial
[8] data
[7] geospatialworld
[7] magazine
[6] circular
[4] location
[4] interview
[4] assetmanagement
[3] gisjobs
[3] opportunities

Top Hashtags in Tweet in G10:
[5] plateau
[1] newspicks

Top Words
Top Words in Tweet in Entire Graph:
[3786] geospatial
[1986] data
[1891] #geospatial
[1220] intelligence
[913] more
[710] #gis
[678] analysis
[654] join
[621] read
[609] creating

Top Words in Tweet in G1:
[489] #geospatial
[466] geospatial
[286] data
[173] #gis
[162] join
[98] more
[93] next
[92] 2021
[83] learn
[81] check

Top Words in Tweet in G2:
[989] intelligence
[872] geospatial
[532] more
[524] creating
[510] analytics
[509] read
[490] 3d
[487] artificial
[487] wave
[487] insight

Top Words in Tweet in G3:
[494] geospatial
[134] data
[73] #geospatial
[60] world
[59] paper
[56] intelligence
[48] business
[47] national
[44] technology
[43] more

Top Words in Tweet in G4:
[198] geospatial
[150] #geospatial
[104] #gis
[99] data
[63] esri
[54] join
[45] #arcgis
[41] gislounge
[40] deepseadawn
[39] #esri

Top Words in Tweet in G5:
[212] #geospatial
[174] tools
[101] #gis
[91] use
[91] mapping
[90] using
[89] course
[88] analysis
[88] #python
[88] modelling

Top Words in Tweet in G6:
[150] geospatial
[99] data
[57] #geospatial
[52] development
[27] looking
[24] online
[23] more
[22] access
[22] global
[21] education

Top Words in Tweet in G7:
[193] data
[192] analysis
[191] join
[191] #geospatial
[191] #nyc
[191] crime
[191] #griddb
[191] #iot
[191] #nosql
[191] #timeseries

Top Words in Tweet in G8:
[170] geospatial
[169] national
[166] data
[161] president
[161] kenyatta
[161] centre
[159] nairobi
[145] statehousekenya
[140] uhuru
[137] county

Top Words in Tweet in G9:
[104] geospatial
[69] kenya
[41] lucychepkosgei
[32] digital
[32] geoworldmedia
[27] #geospatial
[27] 2021
[22] surveyors
[20] land
[20] goes

Top Words in Tweet in G10:
[182] ãƒ
[125] projectplateau
[123] by4
[112] plateauのオープンデータはcc
[85] 30up
[75] 是非ご活用ください
[74] 岐阜市
[74] 柏市
[74] 飯塚市など10都市の3d都市モデルをオープンデータとして公開しました
[74] 0等のライセンスを採用しており

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[839] geospatial,data
[621] geospatial,intelligence
[549] artificial,intelligence
[506] read,more
[501] 3d,creating
[501] creating,wave
[501] wave,geospatial
[499] intelligence,3d
[488] intelligence,analytics
[488] analytics,insight

Top Word Pairs in Tweet in G1:
[84] #gis,#geospatial
[76] geospatial,data
[45] open,source
[35] artificial,intelligence
[34] brown,bag
[33] data,science
[31] next,week
[29] calling,#youthmappers
[29] #youthmappers,friends
[29] friends,tomorrow

Top Word Pairs in Tweet in G2:
[497] geospatial,intelligence
[487] artificial,intelligence
[487] intelligence,3d
[487] 3d,creating
[487] creating,wave
[487] wave,geospatial
[486] intelligence,analytics
[486] analytics,insight
[486] insight,read
[486] read,more

Top Word Pairs in Tweet in G3:
[66] geospatial,data
[52] geospatial,world
[39] geospatial,intelligence
[37] national,geospatial
[35] assisted,order
[35] order,complete
[35] complete,paper
[35] paper,microbiology
[35] microbiology,biology
[35] biology,medicine

Top Word Pairs in Tweet in G4:
[44] geospatial,data
[33] #gis,#geospatial
[26] africa,geoportal
[20] 18,20
[20] geoconvergence,workshop
[20] esri,chief
[20] chief,scientist
[19] #gis,#esri
[18] #spatial,#geospatial
[17] geospatial,tools

Top Word Pairs in Tweet in G5:
[90] #gis,#geospatial
[88] modelling,using
[87] #python,wrangling
[87] wrangling,plotting
[87] plotting,mapping
[87] mapping,modelling
[87] using,tools
[86] #font,use
[86] use,#gis
[86] #geospatial,tools

Top Word Pairs in Tweet in G6:
[62] geospatial,data
[17] looking,forward
[15] equitable,access
[14] access,education
[14] education,geospatial
[14] global,geodesy
[14] geodesy,forum
[14] forum,#powerofwhere
[14] #powerofwhere,recording
[14] recording,available

Top Word Pairs in Tweet in G7:
[191] join,#geospatial
[191] #geospatial,analysis
[191] analysis,#nyc
[191] #nyc,crime
[191] crime,data
[191] data,#griddb
[191] #griddb,#iot
[191] #iot,#nosql
[191] #nosql,#timeseries
[190] griddbcommunity,join

Top Word Pairs in Tweet in G8:
[164] geospatial,data
[161] national,geospatial
[161] data,centre
[159] centre,nairobi
[140] president,uhuru
[140] uhuru,kenyatta
[137] nairobi,county
[136] county,preside
[136] preside,over
[129] kenyatta,arrives

Top Word Pairs in Tweet in G9:
[24] lucychepkosgei,kenya
[20] goes,digital
[15] geospatial,data
[14] kenya,geospatial
[12] job,group
[12] geospatial,'girls'
[12] 'girls',meet
[11] surveyors,wanted
[11] wanted,kenya
[11] kenya,narok

Top Word Pairs in Tweet in G10:
[124] ãƒ,ãƒ
[112] plateauのオープンデータはcc,by4
[84] projectplateau,30up
[74] 30up,岐阜市
[74] 岐阜市,柏市
[74] 柏市,飯塚市など10都市の3d都市モデルをオープンデータとして公開しました
[74] 飯塚市など10都市の3d都市モデルをオープンデータとして公開しました,plateauのオープンデータはcc
[74] by4,0等のライセンスを採用しており
[74] 0等のライセンスを採用しており,商用利用も含め
[74] 商用利用も含め,二次利用可能です

Top Replied-To
Top Replied-To in Entire Graph:
@spatial_punk
@joceemycin
@mouthofmorrison
@trisalynnelson
@theaag
@evenrouault
@micheletobias
@cspotweet
@deepspatialai
@iambrianjones

Top Replied-To in G1:
@evenrouault
@planetlabs
@deepspatialai
@hxgncontent
@maxlenormand
@rtpiplanners
@nyalldawson
@googlecloudtech
@mloskot
@atlaz_chugged

Top Replied-To in G2:
@mouthofmorrison
@deendxb
@samuel0x_
@micheletobias
@caro_in_space
@makneta
@giswqs

Top Replied-To in G3:
@lntnxt

Top Replied-To in G4:
@theaag
@pagisconf
@funkepunkemonke
@anne_miglarese
@erictopol
@planetobs_en
@gisandscience
@datadrivenmd
@staceys5551
@tuftsuniversity

Top Replied-To in G5:
@emmamarjakangas
@tbeuzen
@martomstiri

Top Replied-To in G6:
@joceemycin
@thesnee
@prachisrivas
@mapmakinmeyers
@maryniakolak
@the_tin_hat
@imwaustralia

Top Replied-To in G8:
@faridakaroney
@statehousekenya

Top Replied-To in G9:
@wandilesihlobo
@sa_nbc
@geoworldmedia

Top Mentioned
Top Mentioned in Entire Graph:
@griddbcommunity
@benjaminp3ters
@iainljbrown
@giswqs
@statehousekenya
@projectplateau
@tbeuzen
@jmviglino
@suzannec0leman
@tedytri

Top Mentioned in G1:
@opengeospatial
@mapscaping
@geoawesomeness
@giswqs
@pwramsey
@cesiumjs
@youthmappers
@sparkgeo
@planetlabs
@carto

Top Mentioned in G2:
@iainljbrown
@benjaminp3ters
@giswqs
@suzannec0leman
@dmlmont
@ourradiantearth
@udemy
@couponed_code
@spatialthoughts
@jucktion

Top Mentioned in G3:
@gocleared
@golgen_tutors
@chicagoessays
@zeroplagiarism
@hwexpert
@fenews
@joelcaplan
@onsaledrones
@space4good

Top Mentioned in G4:
@esri
@gislounge
@deepseadawn
@carnegiescience
@ncsugeospatial
@americangeo
@nsf
@theaag
@esriea
@steve_snow_

Top Mentioned in G5:
@tbeuzen
@jmviglino
@geoobserver_
@foss_academy
@eurosdr
@giswqs
@mapmakerdavid
@fossgis_konf
@fossgis_verein
@foss4g

Top Mentioned in G6:
@unggim
@iiep_unesco
@unggrf
@amelieagagnon
@plasticraiders
@chidimmaumeogu
@f_pilla
@kixeap
@norrag
@idea_cronton

Top Mentioned in G7:
@griddbcommunity
@ourradiantearth
@jucktion
@mapscaping

Top Mentioned in G8:
@statehousekenya
@olivermathenge
@lands_kenya
@faridakaroney
@djsoxxy
@griddbcommunity
@rugilandavyi
@nlc_kenya
@auctionsbykorir
@june_geminish

Top Mentioned in G9:
@lucychepkosgei
@geoworldmedia
@f
@uonbi
@thercti_rcmrd
@agiindia
@indiadst
@ashutos61
@jkuat_gegis
@sgi_soi

Top Mentioned in G10:
@projectplateau
@whiteboxgeo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@easy_branches
@zyiteblog
@zyitegadgets
@cybersec_feeds
@chidambara09
@robre62
@libertad717
@femtech_
@insdatainter

Top Tweeters in G1:
@robre62
@bob_stinson1234
@markplackett1
@dataaugmented
@aowd25
@dawnroseturner
@artificialbra1n
@ciangaia
@conjja
@melodyisdestiny

Top Tweeters in G2:
@xaelbot
@codedailybot
@bexxmodd
@codernotesbot
@lorimoreno
@cybersecurityn8
@thedeveloperbot
@trendsinai
@andrewmorrisuk
@code_convention

Top Tweeters in G3:
@crweworld
@flashalert_me
@it_securitynews
@webissimo
@m157q_news_rss
@koreanewswire
@emergencyglobal
@joviannfeed
@rfpbidscanada
@otcdynamics

Top Tweeters in G4:
@asher_wolf
@adekleine
@imagine_garden
@jayeshmthakur
@nordicgeo
@leimer
@pyscalellc
@ainewsfeed
@publichealthmap
@clearmapping

Top Tweeters in G5:
@beccanalia
@sachadylan
@6bq9music
@lunarroot
@tgsousa_
@lecagle
@rlukedubois
@damienpetermann
@shannonmattern
@nicagis

Top Tweeters in G6:
@cybersec_feeds
@libertad717
@sustaintrends
@rish_ark
@localjobsdotcom
@brookingsinst
@rockman2play
@daevidjhon
@cackerman1
@undp

Top Tweeters in G7:
@raumunz
@ssxman2
@kwame_agyei
@das_sharu
@gadiooumoul
@sharmars003
@nikhilkanoje6
@digitaldecoded1
@ninkaimaryam
@tanolanus2

Top Tweeters in G8:
@insdatainter
@habbradley
@africaupdates
@hizself
@meankaiser
@k24tv
@kinjeketile
@gmwahome
@kenyans
@4lifestan

Top Tweeters in G9:
@data_nerd
@owenabong
@safmradio
@parkerrm39
@un
@governmentza
@rickypo
@bluedart_
@bigbengeo
@aithority

Top Tweeters in G10:
@wadakashiho
@genugtopf
@loveeearth
@ak_hina
@sadohimajin
@tf1xx
@genwat
@croftsnemoto
@tsuna500
@hanamu_koko