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#spatialdata 검색 결과

deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 12. 2.

Every ecosystem has data. But only @integra_layer gives it a heartbeat. When movement becomes memory, and land becomes language, cities stop being structures they become stories. And suddenly, the world isn’t just mapped… it’s understood. #Integra #SpatialData #IRL

deonly_bigdaddi's tweet image. Every ecosystem has data. But only @integra_layer gives it a heartbeat. When movement becomes memory, and land becomes language, cities stop being structures they become stories. And suddenly, the world isn’t just mapped… it’s understood. #Integra #SpatialData #IRL
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vizgen_inc's profile picture. Confidently take your research to new depths with MERSCOPE Ultra integrating single-cell and spatial multiomics analysis powered by MERFISH technology.
Vizgen
@vizgen_inc
2024. 1. 10.

We love learning about new #ComputationalTools for analyzing #SpatialData! MENDER is a novel tissue structure identification tool utilizing cellular neighborhood structures observed across spatial technologies now published in @NatureComms. Learn more: hubs.ly/Q02fCYP20

vizgen_inc's tweet image. We love learning about new #ComputationalTools for analyzing #SpatialData! MENDER is a novel tissue structure identification tool utilizing cellular neighborhood structures observed across spatial technologies now published in @NatureComms. Learn more: hubs.ly/Q02fCYP20
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deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 12. 3.

Context. Clarity. A living map that understands itself. That’s when decisions become smarter, ecosystems grow faster, and onchain truly meets the real world. @integra_layer #Integra #IRL #SpatialData

deonly_bigdaddi's tweet image. Context. Clarity. A living map that understands itself. That’s when decisions become smarter, ecosystems grow faster, and onchain truly meets the real world. @integra_layer #Integra #IRL #SpatialData
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deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 11. 28.

This is how real estate evolves: not with buzzwords, but with a chain that can actually understand the world it’s securing. #Integra #IRL #SpatialData

deonly_bigdaddi's tweet image. This is how real estate evolves: not with buzzwords, but with a chain that can actually understand the world it’s securing. #Integra #IRL #SpatialData
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WVierdag's profile picture. PhD student /w Saka group @EMBL Core dev @napari_imaging Core dev @scverse
Wouter-Michiel Vierdag
 @WVierdag
2024. 9. 3.

Awesome week last week representing both @napari_imaging and #SpatialData @scverse at @EuroSciPy2024. It was great to meet maintainers and contributors to the libraries we use. Also grateful for the opportunity to have a flashlight talk on #numpydantic and a little bit on #LinkML

WVierdag's tweet image. Awesome week last week representing both @napari_imaging and #SpatialData @scverse at @EuroSciPy2024. It was great to meet maintainers and contributors to the libraries we use. Also grateful for the opportunity to have a flashlight talk on #numpydantic and a little bit on #LinkML
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fibion's profile picture. Cutting-edge tech ▭☁️ and insights 📊 for sleep😴, sedentary behaviour 🪑, and physical activity 🚶. @FibionSENS @FibionCircadian @FibionSleep
Fibion ⭐ Decoding Physical Behaviors 😴🪑🚶📊
 @fibion
2024. 4. 20.

🌐 Introducing PA statistical methods: Geographic Information Systems (GIS). This integrates spatial data, ideal for exploring environmental influences on physical activity. GIS requires extensive data handling skills. #SpatialData #PhysicalActivityResearch

fibion's tweet image. 🌐 Introducing PA statistical methods: Geographic Information Systems (GIS). This integrates spatial data, ideal for exploring environmental influences on physical activity. GIS requires extensive data handling skills. #SpatialData #PhysicalActivityResearch
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EsriTraining's profile picture. Advancing geospatial capabilities of individuals, teams, and organizations is our mission and our passion.
Esri Training
 @EsriTraining
2024. 8. 14.

2 WEEKS AWAY! 🥳 Prevent yourself from future FOMO & sign up for Esri's popular course today: esri.social/xJq350SWk38 #SpatialDataScience #ArcGIS #SpatialData

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UciUrban's profile picture. UP3 utilizes an interdisciplinary approach to the study of cities, urban and regional planning, public policy issues, and the built environment.
UCI Department of Urban Planning and Public Policy
 @UciUrban
2024. 4. 23.

Happy to share earlier this month, Avipsa Roy, Asst Prof in Urban Planning & Public Policy was invited as a guest lecturer to discuss Spatial Data Science's influence on policy making at IIT Kharagpur, Visva Bharati University, ISI Kolkata, and IISc Bengaluru. #spatialdata #up3

UciUrban's tweet image. Happy to share earlier this month, Avipsa Roy, Asst Prof in Urban Planning & Public Policy was invited as a guest lecturer to discuss Spatial Data Science's influence on policy making at IIT Kharagpur, Visva Bharati University, ISI Kolkata, and IISc Bengaluru. #spatialdata #up3
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MeeliRoose's profile picture. 🇪🇪🇫🇮 Doctoral Researcher in GIS, fan of #opensource solutions, @UniTurku #phdlife #geography @AtlasUralic
Meeli Roose
 @MeeliRoose
2024. 7. 5.

URHIAsti on stage today 11.00 🇪🇪@utuscience @UniTurku #spatialdata #foss4ge @foss4ge @HuDi_Project @BEDLAN_Uralic

MeeliRoose's tweet image. URHIAsti on stage today 11.00 🇪🇪@utuscience @UniTurku #spatialdata #foss4ge @foss4ge @HuDi_Project @BEDLAN_Uralic
AtlasUralic's profile picture. Historical spatial data platform of Uralic language speaker area #webGIS #multidisciplinaryresearch #spatialdata #humanhistory @uniturku @SuomenAkademia
Uralic Historical Atlas
 @AtlasUralic
2024. 7. 5.

Today presenting current status at the #foss4ge2024 Tartu “URHIA's Open Data Journey in Spatial Exploration” 📅Fri, 5.7.2024 at 11.00 📍Omicum building Live stream link available foss4ge.television.ee

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CARTO's profile picture. The leading cloud-native spatial analysis platform, empowering all teams with insights directly in their data warehouse for faster, more accessible decisions.
CARTO
 @CARTO
2024. 5. 10.

📍 Looking to expand your business to new locations, but worried about the impact on existing sales? You need Cannibalization Analysis! Maximize profits and safeguard existing revenue with this step-by-step tutorial 👉 hubs.ly/Q02wMFYv0 #analytics #spatialdata

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OMDTZ's profile picture. Open-source tech & geodata for managing & solving community's socio-economic and humanitarian challenges
OpenMap Development Tanzania
 @OMDTZ
2024. 4. 24.

Big up to Wajumbe👏🥳 for aiding mappers on the ground with their invaluable local knowledge & resident trust. They play a crucial role in gathering accurate #spatialdata for the baseline survey & pinpointing initial information, i.e., WCP's locations, dumping sites & waste piles

OMDTZ's tweet image. Big up to Wajumbe👏🥳 for aiding mappers on the ground with their invaluable local knowledge & resident trust. They play a crucial role in gathering accurate #spatialdata for the baseline survey & pinpointing initial information, i.e., WCP's locations, dumping sites & waste piles
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CARTO's profile picture. The leading cloud-native spatial analysis platform, empowering all teams with insights directly in their data warehouse for faster, more accessible decisions.
CARTO
 @CARTO
2024. 6. 27.

📍 Looking to expand your business to new locations, but worried about the impact on existing sites? You need Cannibalization Analysis! Maximize profits and safeguard existing revenue with this step-by-step tutorial 👉 hubs.ly/Q02DqVqK0 #analytics #spatialdata

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IDEAMAPSNetwork's profile picture. Community mappers, demographers, and spatial data scientists integrating methods to map deprived "slum" areas routinely and accurately at scale.
IDEAMAPS Network
 @IDEAMAPSNetwork
2024. 2. 22.

Visualising #spatialdata together at Citizen Science Africa @aphrc

IDEAMAPSNetwork's tweet image. Visualising #spatialdata together at Citizen Science Africa @aphrc
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EmediongNkant's profile picture. content creator/Community Moderator/Sharing insights on the latest trends in digital assets.
Preach
 @EmediongNkant
15 시간

And they're not keeping it to themselves. This same spatial dataset is now being used by leading AI companies to build the next generation of intelligent machines. The future of AI isn't just virtual. It's spatial. #VisionAI #Robotics #SpatialData #AI

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collide_io's profile picture. Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together.
collide.
@collide_io
. 8. 17.

making spatial data easy for pros and non-gis users, catch the full video exclusively on collide.io #gis #spatialdata #dataplatform

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CARTO's profile picture. The leading cloud-native spatial analysis platform, empowering all teams with insights directly in their data warehouse for faster, more accessible decisions.
CARTO
 @CARTO
. 12. 10.

Ready to tackle climate risk? 🌍 See how CARTO helps insurers analyze threats like hurricanes & fires with seamless spatial insights. 📩 Request your demo now: hubs.ly/Q02_3zlc0 #ClimateRisk #SpatialData #CARTO #DataAnalytics

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wherobots's profile picture. The spatial intelligence cloud, by the original creators of @ApacheSedona
Wherobots
 @wherobots
2024. 10. 3.

What is @ApacheSedona and what are its common use cases? Discover how this clustering computing system, designed for processing large-scale spatial data, treats spatial data as a first-class citizen. bit.ly/3ZRL24U #ApacheSeonda #SpatialData

wherobots's tweet image. What is @ApacheSedona and what are its common use cases? Discover how this clustering computing system, designed for processing large-scale spatial data, treats spatial data as a first-class citizen. bit.ly/3ZRL24U #ApacheSeonda #SpatialData
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"#spatialdata"에 대한 결과가 없습니다
"#spatialdata"에 대한 결과가 없습니다
vizgen_inc's profile picture. Confidently take your research to new depths with MERSCOPE Ultra integrating single-cell and spatial multiomics analysis powered by MERFISH technology.
Vizgen
@vizgen_inc
2024. 1. 10.

We love learning about new #ComputationalTools for analyzing #SpatialData! MENDER is a novel tissue structure identification tool utilizing cellular neighborhood structures observed across spatial technologies now published in @NatureComms. Learn more: hubs.ly/Q02fCYP20

vizgen_inc's tweet image. We love learning about new #ComputationalTools for analyzing #SpatialData! MENDER is a novel tissue structure identification tool utilizing cellular neighborhood structures observed across spatial technologies now published in @NatureComms. Learn more: hubs.ly/Q02fCYP20
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deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 12. 2.

Every ecosystem has data. But only @integra_layer gives it a heartbeat. When movement becomes memory, and land becomes language, cities stop being structures they become stories. And suddenly, the world isn’t just mapped… it’s understood. #Integra #SpatialData #IRL

deonly_bigdaddi's tweet image. Every ecosystem has data. But only @integra_layer gives it a heartbeat. When movement becomes memory, and land becomes language, cities stop being structures they become stories. And suddenly, the world isn’t just mapped… it’s understood. #Integra #SpatialData #IRL
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deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 12. 3.

Context. Clarity. A living map that understands itself. That’s when decisions become smarter, ecosystems grow faster, and onchain truly meets the real world. @integra_layer #Integra #IRL #SpatialData

deonly_bigdaddi's tweet image. Context. Clarity. A living map that understands itself. That’s when decisions become smarter, ecosystems grow faster, and onchain truly meets the real world. @integra_layer #Integra #IRL #SpatialData
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verygoodmaps's profile picture. I make maps and occasionally comment on stuff. Not a cartographer.
verygoodmaps
 @verygoodmaps
2024. 5. 15.

More oblique views. Now I'll have to find out how to bring point data to Blender so I can overlay precise locations. I've managed to bring in shapefile but haven't been able to convert that into object. #gis #blender #spatialdata

verygoodmaps's tweet image. More oblique views. Now I'll have to find out how to bring point data to Blender so I can overlay precise locations. I've managed to bring in shapefile but haven't been able to convert that into object. #gis #blender #spatialdata
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milan_janosov's profile picture. network and data scientist, phd from @ceuhungary, @forbes 30u30, #1 Best Seller author on Amazon
Milan Janosov
 @milan_janosov
2023. 9. 27.

My latest article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, is out on @TDataScience: towardsdatascience.com/exploring-larg… #geosptaialdata #geodata #spatialdata #datavisualization #datascience #data #datafam #visualization #gis #geography

milan_janosov's tweet image. My latest article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, is out on @TDataScience: towardsdatascience.com/exploring-larg… #geosptaialdata #geodata #spatialdata #datavisualization #datascience #data #datafam #visualization #gis #geography
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CSCancerCenter's profile picture. Cedars-Sinai Cancer Center aims to give patients the best care while seeking groundbreaking paths in cancer prevention, treatments and precision medicine.
Cancer at Cedars-Sinai
 @CSCancerCenter
2023. 2. 24.

#CedarsSinaiCancer's first #SpatialBiology Symposium is taking place covering topics like new techniques to measure proteins, methods to measure novel analytes, and efforts to translate #spatialdata into clinical insights. Virtual attendees are welcome!

CSCancerCenter's tweet image. #CedarsSinaiCancer's first #SpatialBiology Symposium is taking place covering topics like new techniques to measure proteins, methods to measure novel analytes, and efforts to translate #spatialdata into clinical insights. Virtual attendees are welcome!
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MeeliRoose's profile picture. 🇪🇪🇫🇮 Doctoral Researcher in GIS, fan of #opensource solutions, @UniTurku #phdlife #geography @AtlasUralic
Meeli Roose
 @MeeliRoose
2024. 7. 5.

URHIAsti on stage today 11.00 🇪🇪@utuscience @UniTurku #spatialdata #foss4ge @foss4ge @HuDi_Project @BEDLAN_Uralic

MeeliRoose's tweet image. URHIAsti on stage today 11.00 🇪🇪@utuscience @UniTurku #spatialdata #foss4ge @foss4ge @HuDi_Project @BEDLAN_Uralic
AtlasUralic's profile picture. Historical spatial data platform of Uralic language speaker area #webGIS #multidisciplinaryresearch #spatialdata #humanhistory @uniturku @SuomenAkademia
Uralic Historical Atlas
 @AtlasUralic
2024. 7. 5.

Today presenting current status at the #foss4ge2024 Tartu “URHIA's Open Data Journey in Spatial Exploration” 📅Fri, 5.7.2024 at 11.00 📍Omicum building Live stream link available foss4ge.television.ee

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deonly_bigdaddi's profile picture. Crypto Enthusiasts| Pro soft shiller | @BDTClive| BDTC_team shillers|| Defi || NFA| #bybit|| B || @Integra_layer believer
Bigdaddy001
 @deonly_bigdaddi
. 11. 28.

This is how real estate evolves: not with buzzwords, but with a chain that can actually understand the world it’s securing. #Integra #IRL #SpatialData

deonly_bigdaddi's tweet image. This is how real estate evolves: not with buzzwords, but with a chain that can actually understand the world it’s securing. #Integra #IRL #SpatialData
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brukerspatial's profile picture. Bruker Spatial Biology provides advanced spatial molecular biology solutions, instruments, assays, software, and services for life sciences research.
Bruker Spatial Biology
 @brukerspatial
2023. 12. 6.

Welcome to the 6th day of 12 Days of NanoString! Interested in leaping to single-cell spatial in these applications? nanostring.com/events/spatial… #SpatialData #CellSegmentation #SpatialTranscriptomics #SingleCellImaging

brukerspatial's tweet image. Welcome to the 6th day of 12 Days of NanoString! Interested in leaping to single-cell spatial in these applications? nanostring.com/events/spatial… #SpatialData #CellSegmentation #SpatialTranscriptomics #SingleCellImaging
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fibion's profile picture. Cutting-edge tech ▭☁️ and insights 📊 for sleep😴, sedentary behaviour 🪑, and physical activity 🚶. @FibionSENS @FibionCircadian @FibionSleep
Fibion ⭐ Decoding Physical Behaviors 😴🪑🚶📊
 @fibion
2024. 4. 20.

🌐 Introducing PA statistical methods: Geographic Information Systems (GIS). This integrates spatial data, ideal for exploring environmental influences on physical activity. GIS requires extensive data handling skills. #SpatialData #PhysicalActivityResearch

fibion's tweet image. 🌐 Introducing PA statistical methods: Geographic Information Systems (GIS). This integrates spatial data, ideal for exploring environmental influences on physical activity. GIS requires extensive data handling skills. #SpatialData #PhysicalActivityResearch
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UrbanUnitGop's profile picture.
The Urban Unit
 @UrbanUnitGop
2023. 2. 16.

Dr. Urooj Saeed Senior Specialist GIS, presented GIS data sets, layers and analysis. The interactive session with CERP team included discussion on GIS & RS data, attributed data, spatial patterns & spatial data repository and big data repository. #DataAnalytics #spatialdata

UrbanUnitGop's tweet image. Dr. Urooj Saeed Senior Specialist GIS, presented GIS data sets, layers and analysis. The interactive session with CERP team included discussion on GIS & RS data, attributed data, spatial patterns & spatial data repository and big data repository. #DataAnalytics #spatialdata
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milan_janosov's profile picture. network and data scientist, phd from @ceuhungary, @forbes 30u30, #1 Best Seller author on Amazon
Milan Janosov
 @milan_janosov
2023. 10. 8.

My recent article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, published on @TDataScience: towardsdatascience.com/exploring-larg… @WorldPopProject #geosptaialdata #geodata #spatialdata #gis #geography #datascience #datavisualizatiom #ai

milan_janosov's tweet image. My recent article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, published on @TDataScience: towardsdatascience.com/exploring-larg… @WorldPopProject #geosptaialdata #geodata #spatialdata #gis #geography #datascience #datavisualizatiom #ai
milan_janosov's tweet image. My recent article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, published on @TDataScience: towardsdatascience.com/exploring-larg… @WorldPopProject #geosptaialdata #geodata #spatialdata #gis #geography #datascience #datavisualizatiom #ai
milan_janosov's tweet image. My recent article, 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐋𝐚𝐫𝐠𝐞-𝐬𝐜𝐚𝐥𝐞 𝐑𝐚𝐬𝐭𝐞𝐫 𝐏𝐨𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧 𝐃𝐚𝐭𝐚, published on @TDataScience: towardsdatascience.com/exploring-larg… @WorldPopProject #geosptaialdata #geodata #spatialdata #gis #geography #datascience #datavisualizatiom #ai
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willlayton's profile picture. Senior Vice President of Global Sales @Senzing
Will Layton
 @willlayton
2023. 2. 16.

Last week my team and I attended #EsriFedGIS2023. @Senzing and @Esri have partnered to merge #NonSpatial third-party data together with #SpatialData using #ArcGIS Knowledge and perform link analysis using #ArcGISpro. #ArcGISKnowledge #SenzingPartner #ESRIPartner

willlayton's tweet image. Last week my team and I attended #EsriFedGIS2023. @Senzing and @Esri have partnered to merge #NonSpatial third-party data together with #SpatialData using #ArcGIS Knowledge and perform link analysis using #ArcGISpro. #ArcGISKnowledge #SenzingPartner #ESRIPartner
willlayton's tweet image. Last week my team and I attended #EsriFedGIS2023. @Senzing and @Esri have partnered to merge #NonSpatial third-party data together with #SpatialData using #ArcGIS Knowledge and perform link analysis using #ArcGISpro. #ArcGISKnowledge #SenzingPartner #ESRIPartner
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spatialnodehq's profile picture. Let's be honest, setting up a geospatial portfolio has never been this easier. Create one in a minute or less on Spatialnode. Need help? DM or Tweet at us!
Spatialnode
 @spatialnodehq
2024. 4. 8.

Spatialnode Monday Tips It's a new week! Let's think spatially this week! #geospatial #mondaymotivation #spatialdata

spatialnodehq's tweet image. Spatialnode Monday Tips It's a new week! Let's think spatially this week! #geospatial #mondaymotivation #spatialdata
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WVierdag's profile picture. PhD student /w Saka group @EMBL Core dev @napari_imaging Core dev @scverse
Wouter-Michiel Vierdag
 @WVierdag
2024. 9. 3.

Awesome week last week representing both @napari_imaging and #SpatialData @scverse at @EuroSciPy2024. It was great to meet maintainers and contributors to the libraries we use. Also grateful for the opportunity to have a flashlight talk on #numpydantic and a little bit on #LinkML

WVierdag's tweet image. Awesome week last week representing both @napari_imaging and #SpatialData @scverse at @EuroSciPy2024. It was great to meet maintainers and contributors to the libraries we use. Also grateful for the opportunity to have a flashlight talk on #numpydantic and a little bit on #LinkML
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IDEAMAPSNetwork's profile picture. Community mappers, demographers, and spatial data scientists integrating methods to map deprived "slum" areas routinely and accurately at scale.
IDEAMAPS Network
 @IDEAMAPSNetwork
2024. 2. 22.

Visualising #spatialdata together at Citizen Science Africa @aphrc

IDEAMAPSNetwork's tweet image. Visualising #spatialdata together at Citizen Science Africa @aphrc
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ArcNewsMagazine's profile picture. ArcNews is the magazine for anyone interested in GIS, mapping, and Esri software. Tweets by ArcNews editors Citabria Stevens or Brian Cooke of @Esri.
ArcNews
 @ArcNewsMagazine
2024. 5. 29.

An experienced data analyst provides tips and best practices for managing GIS workflows. esri.social/EK0y50R80N6 @URISA #DataAnalysis #GISWorkflow #SpatialData #DataManagement

ArcNewsMagazine's tweet image. An experienced data analyst provides tips and best practices for managing GIS workflows. esri.social/EK0y50R80N6 @URISA #DataAnalysis #GISWorkflow #SpatialData #DataManagement
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