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geospatial_2019-06-19_10-04-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Description:
Description
The graph represents a network of 3,641 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 Wednesday, 19 June 2019 at 17:06 UTC.

The requested start date was Tuesday, 18 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 10-day, 7-hour, 35-minute period from Friday, 07 June 2019 at 16:17 UTC to Monday, 17 June 2019 at 23:52 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 : 3641
Unique Edges : 5087
Edges With Duplicates : 2242
Total Edges : 7329
Number of Edge Types : 3
Mentions : 5988
Tweet : 1168
Replies to : 173
Self-Loops : 1168
Reciprocated Vertex Pair Ratio : 0.031843233312921
Reciprocated Edge Ratio : 0.0617210682492582
Connected Components : 529
Single-Vertex Connected Components : 304
Maximum Vertices in a Connected Component : 2416
Maximum Edges in a Connected Component : 5833
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.405223
Graph Density : 0.000381416166914656
Modularity : 0.593168
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[212] https://bl.ocks.org/mbostock/3711652?utm_content=buffera773a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[119] https://twitter.com/MichaelGalanin/status/1081250094085746688/video/1?utm_content=buffer5243f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[53] http://www.geojoint.com/
[36] https://docs.microsoft.com/en-us/azure/cosmos-db/index-overview#index-kinds
[34] https://www.designboom.com/art/scott-reinhard-vintage-maps-3d-elevation-02-09-2019/?fbclid=IwAR0hZ3W5FRMToUmAv4lzMCzHp8cP-uxYcWgfVWljmOSMva00aOgA6PY0diQ&utm_content=buffer628bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[32] http://M.App
[27] https://ktn-uk.co.uk/news/apply-to-take-part-in-the-geospatial-investment-showcase
[22] https://www.geospatialworld.net/blogs/geospatial-among-hottest-job-skills/
[20] https://www.geospatialworld.net/article/5g-and-geospatial-will-together-power-future-cities/
[19] https://gisgeography.com/what-is-geodata-geospatial-data/

Top URLs in Tweet in G1:
[53] http://www.geojoint.com/
[19] https://www.geospatialworld.net/article/5g-and-geospatial-will-together-power-future-cities/
[18] https://gisgeography.com/what-is-geodata-geospatial-data/
[16] https://www.geospatialworld.net/blogs/geospatial-among-hottest-job-skills/
[9] https://www.reddit.com/r/MapPorn/comments/bu6mjz/exaggerated_relief_map_of_far_east_asia_at_night/
[8] https://www.geospatialworld.net/article/which-is-the-most-geospatial-ready-country-in-the-world/
[7] https://twitter.com/NRCan/status/1139594650950537218
[7] http://trajectorymagazine.com/bringing-speed-to-geodata-analysis/
[7] http://geography.one/?edition_id=f172fb60-8e16-11e9-b260-0cc47a0d1609
[6] http://www.geoignite.ca/sites/gogeomatics/en/geoignite2019

Top URLs in Tweet in G2:
[200] https://bl.ocks.org/mbostock/3711652?utm_content=buffera773a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[114] https://twitter.com/MichaelGalanin/status/1081250094085746688/video/1?utm_content=buffer5243f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://www.designboom.com/art/scott-reinhard-vintage-maps-3d-elevation-02-09-2019/?fbclid=IwAR0hZ3W5FRMToUmAv4lzMCzHp8cP-uxYcWgfVWljmOSMva00aOgA6PY0diQ&utm_content=buffer628bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.reddit.com/r/MapPorn/comments/azs3b1/european_railway_map/?utm_content=buffer14110&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.smithsonianmag.com/smart-news/map-lets-you-plug-your-address-see-how-neighborhood-has-changed-over-past-750-million-years-180971507/?utm_source=facebook.com&utm_medium=socialmedia
[5] https://mapscaping.com/blogs/the-mapscaping-podcast/scaling-map-data-generation-using-computer-vision
[4] https://mapscaping.com/blogs/the-mapscaping-podcast/tracking-global-air-traffic-in-real-time
[2] https://mapscaping.com/pages/folding-paper-globes?utm_content=buffer6c549&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.reddit.com/r/dataisbeautiful/comments/88ye6q/global_vegetation_through_the_years_ndvi_hd_video/?st=JFQBUPGS&sh=9fe73a88
[2] https://mapscaping.com/blogs/the-mapscaping-podcast/geocoding-translating-between-machines-and-humans

Top URLs in Tweet in G3:
[15] http://M.App
[4] https://www.tableau.com/about/blog/2019/6/geospatial-analysis-made-easy-two-new-spatial-functions-makepoint-and-makeline
[3] http://tweetedtimes.com/v/1657
[3] http://GISuser.com
[2] https://www.gim-international.com/content/news/meet-lindsey-the-gis-specialist
[2] https://www.profissionaloracle.com.br/swillians/2019/06/07/e-book-gratuito-do-dia/
[2] https://www.packtpub.com/free-learning
[2] https://www.hatarilabs.com/ih-en/how-to-create-a-geospatial-groundwater-model-with-modflow-and-flopy
[2] https://cloud.netapp.com/blog/geospatial-information-systems-find-a-way-through-the-cloud?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.technojobs.co.uk/job/2692466/product-manager-surveying-geospatial/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[27] https://ktn-uk.co.uk/news/apply-to-take-part-in-the-geospatial-investment-showcase
[15] http://tweetedtimes.com/v/1524
[7] http://ow.ly/BDvJ50u212q?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=698d7c9a-e2a6-4601-99a2-d3416dd4b503
[6] https://www.ordnancesurvey.co.uk/about/news/2019/geospatial-trends-report.html?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=b38b7239-2f06-401b-8d0b-b577dd60fbbb
[4] https://www.agi.org.uk/news/agi/1403-geocymru-2019-call-for-lightning-talks
[4] https://syncni.com/article/2463/the-esri-ireland-geospatial-bootcamp-at-digital-dna-2019#.XP4fZxPLYVY.twitter
[3] https://1spatial.com/news/2019/06/fme-world-tour-kicks-off/
[3] https://www.eventbrite.co.uk/e/citizen-input-to-geography-tickets-63510987072
[3] https://www.jiscmail.ac.uk/cgi-bin/webadmin?A2=GIS-JOBS%3B7e09a07.1906&utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/thinkWhere1/status/1138724491243208704

Top URLs in Tweet in G5:
[11] http://monde-geospatial.com/geospatial-analysis-in-python-with-gdal-and-ogr-introduction-and-installation/
[6] http://monde-geospatial.com/download-free-elevation-data-dem-from-the-usgs-national-map-and-nrcs-geospatial-data-gateway/
[6] http://monde-geospatial.com/advanced-labels-in-qgis3-burdgis-2/
[6] https://www.sblcorp.com/geospatial-services/
[5] http://monde-geospatial.com/qgis-basic-85-color-manipulation-sectioning-shape-file-color-spectrum/
[5] http://monde-geospatial.com/chapter-11-downloading-landsat-8-imagery-using-earthexplorer-2/
[4] http://monde-geospatial.com/qgis-clip-dem-raster-by-extent-or-by-coordinate-without-mask-layer-change-raster-color/
[4] http://monde-geospatial.com/import-photos-without-longitude-latitude-importphotos-qgis/
[4] http://monde-geospatial.com/qgis-user0015-postgis-setup-2/
[4] http://monde-geospatial.com/portrait-print-layout-in-qgis3-burdgis/

Top URLs in Tweet in G6:
[1] https://harrisgeospatial.hubs.vidyard.com/watch/xgWDPr6KimE44H6fxQc3w5

Top URLs in Tweet in G7:
[11] https://www.globenewswire.com/news-release/2019/06/17/1869363/0/en/Cray-Powers-Geospatial-AI-Revolution-With-Breakthrough-Deep-Learning-Performance.html
[7] https://www.inkwoodresearch.com/reports/geospatial-analytics-market/
[4] https://www.kinetica.com/why-gpus/
[2] https://globenewswire.com/news-release/2019/06/17/1869363/0/en/Cray-Powers-Geospatial-AI-Revolution-With-Breakthrough-Deep-Learning-Performance.html
[2] https://www.youtube.com/watch?v=ms8Zs9JM0k8&t=2s

[2] https://www.kinetica.com/trial/
[2] https://blogs.nvidia.com/blog/2016/06/23/kinetica-big-data-workloads/
[2] https://gcn.com/articles/2019/06/10/noaa-coastal-inundation-dashboard.aspx
[2] https://twitter.com/randal_olson/status/1137749404721377283
[1] https://twitter.com/inkwoodresearch/status/1140528624006643712

Top URLs in Tweet in G8:
[13] https://andrewzm.wordpress.com/2019/06/13/deep-compositional-spatial-models/
[10] https://www.datasciencecentral.com/profiles/blogs/interesting-charts-and-maps-obtained-using-census-data
[9] https://www.geospatialworld.net/blogs/geospatial-data-analytics-the-way-forward-in-analytics/
[7] https://dy.si/F8QJFL
[7] https://dy.si/TQVx8
[6] https://www.geospatialworld.net/blogs/google-maps-disaster-alerts-crisis-navigation/
[5] https://www.datasciencecentral.com/forum/topics/what-is-your-favorite-python-library-for-visualizing-geospatial
[3] http://www.space4water.org/news/why-geospatial-standards-matter-benefits-and-challenges-eo-data-standardization
[2] https://www.hawaiitribune-herald.com/2019/06/04/hawaii-news/usgs-plans-volcano-mapping-flyovers/?HTH=39b0d637b95d7a2750ea5fb74dd33a1adce941e1
[2] https://www.amazon.com/gp/product/1788991672?ie=UTF8&camp=213733&creative=393177&creativeASIN=1788991672&linkCode=shr&tag=amz0e61-20&linkId=7275Y7Z3VIVJ2A77&qid=1545637239&sr=1-11

Top URLs in Tweet in G9:
[5] https://paula-moraga.github.io/book-geospatial
[3] https://paula-moraga.github.io/book-geospatial/
[2] https://www.worldpop.org/
[2] https://www.worldpop.org/publications
[1] http://monde-geospatial.com/modeling-road-safety-with-machine-learning/
[1] http://monde-geospatial.com/chapter-8-metadata-2/
[1] http://monde-geospatial.com/data-collection-at-speed-with-arcgis-quickcapture-2/
[1] http://monde-geospatial.com/download-free-elevation-data-dem-from-the-usgs-national-map-and-nrcs-geospatial-data-gateway/
[1] http://monde-geospatial.com/crop-and-resize-multiple-images-at-once-fast/
[1] http://monde-geospatial.com/qgis-user0015-postgis-setup-2/

Top URLs in Tweet in G10:
[2] https://www.linkedin.com/pulse/fifty-years-commercial-gis-part-2-joe-francica
[1] https://twitter.com/ms_hansen/status/1139618431093870592
[1] https://twitter.com/rogertpalmer1/status/1138924541298843649
[1] https://www.lasertech.com/blogs/Professional-Measurement/post/2019/06/05/Capture-High-Accuracy-Data-with-Laser-Mapping.aspx
[1] https://lnkd.in/eq6xvaC
[1] https://lnkd.in/eCJdqQ2
[1] https://www.geodecisions.com/blog/2019/6/11/mapping-the-indoors
[1] https://twitter.com/NACTO/status/1134550720320069632
[1] https://www.geowidgets.io/products/geosherpa/
[1] https://www.pressofatlanticcity.com/business/technology/qatar-centre-for-gis-partners-with-esri-to-develop-its/article_4ba6e4a1-28c9-55b1-837a-3820b85058ec.html

Top Domains
Top Domains in Tweet in Entire Graph:
[304] twitter.com
[212] ocks.org
[136] monde-geospatial.com
[105] geospatialworld.net
[69] co.uk
[53] geojoint.com
[48] dy.si
[44] tutorielgeo.com
[43] microsoft.com
[35] geography.one

Top Domains in Tweet in G1:
[78] twitter.com
[69] geospatialworld.net
[53] geojoint.com
[44] tutorielgeo.com
[33] geography.one
[30] geospatialnews.net
[18] gisgeography.com
[15] ow.ly
[11] reddit.com
[10] medium.com

Top Domains in Tweet in G2:
[200] ocks.org
[115] twitter.com
[28] designboom.com
[17] reddit.com
[14] mapscaping.com
[6] smithsonianmag.com
[1] buff.ly
[1] visualcapitalist.com
[1] getrevue.co
[1] youtube.com

Top Domains in Tweet in G3:
[22] twitter.com
[19] lnkd.in
[15] m.app
[11] co.uk
[11] geospatialworld.net
[9] instagram.com
[8] dy.si
[8] careerarc.com
[7] monde-geospatial.com
[7] tableau.com

Top Domains in Tweet in G4:
[46] co.uk
[24] twitter.com
[17] tweetedtimes.com
[9] ac.uk
[7] ow.ly
[6] syncni.com
[6] org.uk
[5] csscorp.com
[4] 1spatial.com
[3] thinkwhere.com

Top Domains in Tweet in G5:
[102] monde-geospatial.com
[7] sblcorp.com
[7] gim-international.com
[6] wordpress.com
[5] spacenews.com
[4] ocks.org
[4] geopython.net
[3] gsw2019.org
[3] twitter.com
[3] conftool.com

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

Top Domains in Tweet in G7:
[13] globenewswire.com
[13] twitter.com
[11] kinetica.com
[7] inkwoodresearch.com
[5] youtube.com
[4] carto.com
[2] medium.com
[2] nvidia.com
[2] gcn.com
[1] mil-embedded.com

Top Domains in Tweet in G8:
[16] datasciencecentral.com
[15] dy.si
[15] geospatialworld.net
[13] wordpress.com
[3] space4water.org
[2] worldpop.org
[2] hawaiitribune-herald.com
[2] gpsworld.com
[2] amazon.com
[2] techvisor.nl

Top Domains in Tweet in G9:
[9] monde-geospatial.com
[8] github.io
[4] worldpop.org
[1] meganstodel.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] twitter.com
[2] lnkd.in
[2] linkedin.com
[1] lasertech.com
[1] geodecisions.com
[1] geowidgets.io
[1] pressofatlanticcity.com
[1] datacamp.com
[1] gcn.com
[1] interestingengineering.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1642] geospatial
[871] gis
[305] bigdata
[260] datascience
[232] geography
[225] analytics
[214] ai
[115] gps
[113] data
[90] deeplearning



Top Hashtags in Tweet in G1:
[756] geospatial
[263] gis
[63] bigdata
[62] datascience
[61] data
[57] ai
[56] earthobservation
[54] geoint
[53] geography
[46] hxgnlive

Top Hashtags in Tweet in G2:
[236] geospatial
[225] gis
[152] geography
[25] geoscience
[15] geographyteacher
[15] europe
[15] railway
[15] transport
[11] podcast
[11] geo

Top Hashtags in Tweet in G3:
[51] geospatial
[31] government
[19] gis
[13] springfield
[9] stlouis
[8] geofeeds
[6] boozallen
[6] techjobs
[6] surveying
[6] autocad

Top Hashtags in Tweet in G4:
[116] geospatial
[25] geospatialcommission
[20] gis
[12] geocom2019
[11] fmewt
[10] ltw19
[9] ddna2019
[7] earthobservation
[7] epsrc
[7] qgis

Top Hashtags in Tweet in G5:
[121] gis
[53] geospatial
[34] isprsgsw
[22] isprs
[10] remotesensing
[9] geography
[9] southafrica
[8] smartcities
[7] geo
[7] gsw2019

Top Hashtags in Tweet in G6:
[4] harrisgeospatial
[1] geospatialcareers

Top Hashtags in Tweet in G7:
[187] bigdata
[187] geospatial
[170] analytics
[163] datascience
[126] ai
[121] gis
[91] gps
[68] deeplearning
[58] machinelearning
[46] iot

Top Hashtags in Tweet in G8:
[31] geospatial
[31] bigdata
[18] datascience
[17] opendata
[9] ai
[9] analytics
[8] gis
[7] mobility
[6] maps
[5] dataviz

Top Hashtags in Tweet in G9:
[13] rstats
[11] gis
[8] geospatial
[5] grid3
[3] zambia
[3] health
[3] qgis
[2] population
[2] data
[2] ggplot2

Top Hashtags in Tweet in G10:
[13] geospatial
[9] gis
[4] uav
[3] arcgis
[3] data
[3] nashville
[3] opendata
[2] lidar
[2] t3g
[2] locationintelligence

Top Words
Top Words in Tweet in Entire Graph:
[3268] Words in Sentiment List#1: Positive
[754] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[99027] Non-categorized Words
[103050] Total Words
[2204] geospatial
[1643] #geospatial
[898] data
[871] #gis
[425] mapscaping

Top Words in Tweet in G1:
[754] #geospatial
[450] geospatial
[263] #gis
[255] data
[179] new
[115] world
[113] more
[94] article
[88] geoworldmedia
[84] location

Top Words in Tweet in G2:
[379] mapscaping
[246] source
[236] #geospatial
[225] #gis
[202] projections
[200] examples
[200] geographic
[152] #geography
[120] through
[114] solar

Top Words in Tweet in G3:
[329] geospatial
[84] data
[59] job
[51] #geospatial
[37] link
[37] systems
[35] more
[34] bio
[34] analyst
[31] s

Top Words in Tweet in G4:
[204] geospatial
[116] #geospatial
[107] data
[79] apply
[77] investment
[55] june
[54] more
[50] geovation
[50] ordnancesurvey
[48] readiness

Top Words in Tweet in G5:
[131] geospatial
[121] #gis
[64] mondegeospatial
[63] week
[53] #geospatial
[50] data
[39] chapter
[39] isprs
[34] #isprsgsw
[32] 2019

Top Words in Tweet in G6:
[133] geospatial
[131] geobyharris
[129] follow
[129] stay
[129] up
[129] date
[129] things
[129] discover
[129] technology
[129] benefit

Top Words in Tweet in G7:
[187] #bigdata
[187] #geospatial
[170] #analytics
[163] #datascience
[126] #ai
[121] #gis
[91] #gps
[87] satellite
[78] gp_pulipaka
[77] ionospheric

Top Words in Tweet in G8:
[43] data
[40] spatial
[31] #geospatial
[31] #bigdata
[28] deep
[26] using
[26] models
[25] kirkdborne
[24] analytics
[23] geospatial

Top Words in Tweet in G9:
[78] geospatial
[72] health
[58] data
[46] r
[44] shiny
[39] _paulamoraga_
[36] inla
[35] modeling
[34] visualization
[33] book

Top Words in Tweet in G10:
[32] geospatial
[23] esri
[13] #geospatial
[13] data
[13] thanks
[9] #gis
[8] see
[8] k8s
[8] academy
[7] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[360] #gis,#geospatial
[294] geospatial,data
[212] examples,geographic
[212] geographic,projections
[212] projections,source
[212] source,#gis
[211] mapscaping,examples
[196] #bigdata,#analytics
[144] #gis,#datascience
[140] #analytics,#geospatial

Top Word Pairs in Tweet in G1:
[116] #gis,#geospatial
[79] new,article
[78] article,posted
[60] geospatial,data
[55] latest,geospatial
[52] geospatial,world
[46] #geospatial,data
[44] qgis,opengeospatial
[44] opengeospatial,geoinformations
[44] geoinformations,georezo

Top Word Pairs in Tweet in G2:
[212] #gis,#geospatial
[200] examples,geographic
[200] geographic,projections
[200] projections,source
[200] source,#gis
[199] mapscaping,examples
[114] solar,system
[114] system,travels
[114] travels,through
[114] through,galaxy

Top Word Pairs in Tweet in G3:
[36] geospatial,data
[34] link,bio
[22] geospatial,analyst
[21] bae,systems
[20] click,link
[16] geospatial,analysis
[15] geospatial,intelligence
[15] geospatial,division
[14] s,geospatial
[13] bio,apply

Top Word Pairs in Tweet in G4:
[48] geospatial,investment
[48] investment,readiness
[47] apply,geospatial
[45] geospatial,data
[42] readiness,pitchfest
[42] 21st,june
[32] pitchfest,geovation
[32] find,out
[30] deadline,extended
[30] still,time

Top Word Pairs in Tweet in G5:
[49] geospatial,week
[25] isprs,geospatial
[18] landsat,8
[17] geospatial,data
[17] #isprs,geospatial
[16] week,2019
[15] mondegeospatial,chapter
[15] 8,imagery
[13] geospatial,analysis
[12] mondegeospatial,qgis

Top Word Pairs in Tweet in G6:
[129] follow,stay
[129] stay,up
[129] up,date
[129] date,things
[129] things,geospatial
[129] geospatial,discover
[129] discover,technology
[129] technology,benefit
[129] benefit,business
[128] geobyharris,follow

Top Word Pairs in Tweet in G7:
[163] #bigdata,#analytics
[120] #gis,#datascience
[116] #analytics,#geospatial
[115] #datascience,#ai
[83] #gps,#gis
[78] #geospatial,#gps
[77] satellite,ionospheric
[77] ionospheric,scintillations
[77] scintillations,based
[77] based,decision

Top Word Pairs in Tweet in G8:
[26] spatial,models
[15] using,r
[14] geospatial,data
[13] deep,compositional
[13] compositional,spatial
[13] models,combining
[13] combining,deep
[13] deep,stochastic
[13] stochastic,processes
[13] processes,spatial

Top Word Pairs in Tweet in G9:
[46] geospatial,health
[46] health,data
[35] r,inla
[34] data,modeling
[34] modeling,visualization
[34] visualization,r
[34] inla,shiny
[33] book,geospatial
[29] super,excited
[29] excited,announce

Top Word Pairs in Tweet in G10:
[8] geospatial,academy
[7] interesting,see
[7] see,challenges
[7] challenges,esri
[7] esri,solved
[7] solved,run
[7] run,1000s
[7] 1000s,k8s
[7] k8s,azure
[7] azure,geospatial

Top Replied-To
Top Replied-To in Entire Graph:
@widespreadpanic
@crcpress
@geospatial_jb
@bobounds
@newvisionwire
@radiowyatt
@geointer
@shelbyguercio
@ibumichele
@slarjy

Top Replied-To in G1:
@gogeomatics
@unggimeurope
@kateunacanada
@google
@geointer
@spatial_punk
@garyangel
@wj_chicago
@gisetc
@pt_ine

Top Replied-To in G2:
@mapillary
@billdollins
@slarjy

Top Replied-To in G4:
@sainanzhang
@sha_o_neill
@slarjy
@anglianwater
@geospatialc

Top Replied-To in G5:
@jwvaneck
@rapidlasso
@pcigeomatics
@utdcometlife
@stevenamager
@aeesha__tbw
@geobach_za

Top Replied-To in G7:
@cray_inc
@xniyi
@wkuweather
@nclgeomatics
@chad_meley
@neptanum
@copernicuseu
@ogbo_emeka

Top Replied-To in G9:
@crcpress
@thanhtungmilan
@committedtotape
@jlopezper
@_paulamoraga_
@micheletobias
@kiricarini

Top Replied-To in G10:
@ms_hansen
@joliemiller

Top Mentioned
Top Mentioned in Entire Graph:
@mapscaping
@geobyharris
@geoworldmedia
@mondegeospatial
@gp_pulipaka
@ordnancesurvey
@opengeospatial
@geovation
@geoawesomeness
@geoignite

Top Mentioned in G1:
@geoworldmedia
@opengeospatial
@geoawesomeness
@geoignite
@qgis
@geoinformations
@georezo
@geojoint_news
@cangeoedu
@gisgeography

Top Mentioned in G2:
@mapscaping
@mapillary
@projectgeomedia
@pwramsey
@flightradar24
@robhawkes
@freyfogle
@briantimoney
@lindahecht
@gregorymarler

Top Mentioned in G3:
@rzembo
@sheilaballarano
@cyberanimax
@datalabsagency
@aidinniamir
@toocrazy_fox
@industrytoday
@mappingtools
@chithra_k_s
@wieoxford

Top Mentioned in G4:
@ordnancesurvey
@geovation
@geocommunity
@ons
@ktnuk
@unggim
@clearmapping
@dhenderson_geo
@geospatialc
@satappscatapult

Top Mentioned in G5:
@mondegeospatial
@isprs_sc
@isprsgsw
@isprs
@ieee_grss
@srcreyes
@mapscaping
@gim_intl
@eurogeography
@cvpr2019

Top Mentioned in G6:
@geobyharris

Top Mentioned in G7:
@gp_pulipaka
@datascientistsf
@ds_analytics
@datascientistfr
@kineticahq
@datasciencefr
@mandouze
@bigdata_fr
@carto
@inkwoodresearch

Top Mentioned in G8:
@kirkdborne
@andrewzm
@r
@quantumspatial
@uscensusbureau
@noaa
@unoosa
@geoworldmedia
@dd_nana_
@gp_pulipaka

Top Mentioned in G9:
@_paulamoraga_
@worldpopproject
@crcpress
@mondegeospatial
@grid3global
@heatherch100
@asorock
@planningng
@graeme_gis
@spatialgeek

Top Mentioned in G10:
@esri
@azure
@radio_eric
@gised
@lasertechinc_
@linkedin
@marylvv
@esrisurvey123
@esristorymaps
@utkgeography

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@javascriptd
@nosqldigest
@evankirstel
@inquirerdotnet
@gamergeeknews
@prpnews
@chidambara09
@ottlegalrebels
@ecointernetdrgb

Top Tweeters in G1:
@ottlegalrebels
@ecointernetdrgb
@infopronetwork
@entwistletx
@azmoderate
@lidarmonkey
@qz
@anith
@marshal007_
@landsurveyorsu

Top Tweeters in G2:
@daniambiental
@diymikes
@laurentnettweet
@mench90
@coraxaroc
@darkgabi
@rainhaansiedade
@nananyan
@darusa
@manumateos

Top Tweeters in G3:
@prpnews
@newsfromspi
@crweworld
@pekkapuhakka
@stocktexts
@job_canada_
@parkerchuks
@nofnews_kenya
@tawziforg
@monsterjobs

Top Tweeters in G4:
@michaellondonsf
@immykaur
@clearmapping
@ianhopkinson_
@jayeshmthakur
@themapaddict
@un
@innovateuk
@ordnancesurvey
@rjmlaird

Top Tweeters in G5:
@mikibear_
@laserscanning
@gersonbeltran
@rukku
@_01jonny
@lisamariecricht
@josephkerski
@medium
@sammyhawkrad
@hodaib1

Top Tweeters in G6:
@tabi_henry
@lolitapb2015
@sabir_g55
@nabin_pc
@holy_city_p
@saturdae_kvng
@dicarlo182
@05gsaray35
@danielzu_ko
@qinglang123

Top Tweeters in G7:
@sectest9
@javascriptd
@chidambara09
@kotaknaren
@aaroncuddeback
@calcaware
@machinelearn_d
@cchukudebelu
@pardoe_ai
@cool_golang

Top Tweeters in G8:
@gamergeeknews
@adriansysnet
@infonomicsinc
@emweeklyrpt
@kirkdborne
@roshaundadgreen
@wolfgin
@techvisornl
@dev_topics
@ronald_vanloon

Top Tweeters in G9:
@rstatstweet
@mencardio
@thomasg77
@asorock
@elcep
@publicpolicyuos
@sergiagalvan
@rstats4ds
@lourlourdes
@ozjimbob

Top Tweeters in G10:
@azure
@th3_lon3_wolf_
@tombamonte
@rustenburg_j
@esri
@linkedin
@joliemiller
@flir
@ornl
@blueraster