# Geobble > Web Mapping Made Intelligent - import geospatial data, run AI-assisted analysis, generate map symbology, refine in Studio, and publish interactive maps. ## What is Geobble? Geobble is an AI-assisted geospatial platform for turning files or PostGIS data into polished, shareable maps. Projects provide natural-language analysis and map generation, while Studio provides precise collaborative editing for symbology, labels, popups, layers, and publication-ready cartography. ## Key Capabilities - Import and manage geospatial datasets, including standard GIS files and PostGIS-backed sources - Ask spatial questions in natural language for filters, buffers, joins, proximity analysis, and map edits - Generate AI-assisted symbology, labels, legends, classifications, and scale-aware styles - Refine maps in Studio with collaborative layer, popup, label, legend, and style editing - Publish maps publicly or share privately with collaborators - Embed maps in external websites - Contour lines and elevation data via configurable remote DEM tile sources - Organize sources, maps, symbol sets, collections, Projects, and Studio workspaces ## Pages - [Home](https://geobble.com): Overview and product introduction - [Explore](https://geobble.com/explore): Discover public maps, sources, and collections - [Journal](https://geobble.com/journal): Essays, engineering writing, product perspectives, launches, and announcements - [Learn](https://geobble.com/learn): Evergreen GIS, cartography, spatial-data, and mapping knowledge - [Pricing](https://geobble.com/pricing): Plans and feature comparison - [FAQ](https://geobble.com/faq): Frequently asked questions - [Help](https://geobble.com/help): Documentation and how-to guides - [Contact](https://geobble.com/contact): Get in touch ## Popular Maps - [Global Shipyards (2026)](https://geobble.com/geobble/maps/global-shipyards): Companion map to the Geobble Global Shipyards dataset: 138 notable shipbuilders and shipyards across 36 countries. Teal points have exact yard coordinates; pale points are geocoded to the city named in the yard. Based on Wikipedia's list of shipbuilders and shipyards — notable entries only, not a complete register. - [Global EV Battery Manufacturers (2026)](https://geobble.com/geobble/maps/global-battery-manufacturers): Companion map to the Geobble Global EV Battery Manufacturers dataset: 39 manufacturers across 14 countries, sized by listed production capacity. This is a company-level industry map — each point is a headquarters city, not a gigafactory. - [Global Cement Plants (2026)](https://geobble.com/geobble/maps/global-cement-plants): Companion map to the Geobble Global Cement Plants dataset: 3,898 cement plants across 171 countries, from Global Energy Monitor's Global Cement and Concrete Tracker. Points are sized by cement capacity and coloured by status — teal operating, orange under construction, amber proposed, grey inactive. Popups show plant type, cement and clinker capacity, parent company and source. - [Global Nuclear Power Stations (2026) — Corrected](https://geobble.com/geobble/maps/global-nuclear-power-stations-corrected): Corrected companion map to the Geobble Global Nuclear Power Stations dataset: 220 stations across 37 countries, with 390.9 GW of operating net capacity. This revision fixes a coordinate-parsing bug in the first release. Points are sized by capacity and coloured by status — teal operating, orange under construction, grey permanently shut down. - [Global Coal Mines (2026)](https://geobble.com/geobble/maps/global-coal-mines): Companion map to the Geobble Global Coal Mines dataset: 2,424 coal mines across 67 countries from Global Energy Monitor's Global Coal Mine Tracker, with 6.2 Gt/yr of listed capacity. Points are sized by capacity and coloured by status — teal operating, amber planned, grey inactive. Popups show capacity, production, mine type, mining method, owner and source. - [Global LNG Terminals (2026)](https://geobble.com/geobble/maps/global-lng-terminals): Companion map to the Geobble Global LNG Terminals dataset: 794 LNG import, export and floating terminals across 111 countries, from Global Energy Monitor's Global Gas Infrastructure Tracker. Points are sized by listed capacity and coloured by status — teal operating, orange under construction, amber proposed, grey inactive. Popups show type, status, capacity, facilities listed and source. - [Global Oil Refineries (2026)](https://geobble.com/geobble/maps/global-oil-refineries): Companion map to the Geobble Global Oil Refineries dataset: 483 refineries across 96 countries, with 61.8 million barrels per day of reported crude capacity. Points are sized by capacity and coloured by status — teal operating, orange planned, grey inactive. Popups show capacity, operator, location and source. - [Global Car Plants — Enriched (2026)](https://geobble.com/geobble/maps/global-car-plants-enriched): Companion map to the enriched Geobble Global Car Plants dataset: 611 plants across 60 countries, with OEM attribution resolved for 610 of 611 and improved site-level coordinates. Teal points are assembly plants, grey component plants, orange other. Popups show OEM, plant type, products, start year, coordinate precision and source. - [Global Ports (2026)](https://geobble.com/geobble/maps/global-ports): Companion map to the Geobble Global Ports dataset: 3,285 seaports across 186 countries from the NGA World Port Index. Points are coloured by port size — teal major, blue minor, pale small, grey unclassified — and popups show vessel limits, channel and pier depths, tidal range, ice restrictions and source. - [Global Alumina Refineries (2026)](https://geobble.com/geobble/maps/global-alumina-refineries): Companion map to the Geobble Global Alumina Refineries dataset: 76 alumina refineries and specialty plants across 25 countries, with 90.3 Mt/yr of listed capacity. This completes the aluminium chain alongside the smelter dataset. Points are sized by annual capacity; teal smelter-grade, amber specialty. - [Global Semiconductor Fabrication Plants](https://geobble.com/geobble/maps/global-semiconductor-fabrication-plants): Companion map to the Geobble original dataset: 383 operating semiconductor fabrication plants worldwide. Points are sized by reported wafer capacity and coloured by process node — red for ≤7 nm, orange 8–28 nm, teal 29–90 nm, grey older or unknown. Popups show company, plant, capacity, wafer size, nodes, start year, products and source. - [Global Steel Plants](https://geobble.com/geobble/maps/global-steel-plants): Companion map to the Geobble original steel dataset: 1,294 steel plants worldwide from the Global Energy Monitor Global Steel Plant Tracker. Points are sized by operating crude steel capacity and coloured by status — teal operating, orange announced, purple mothballed, grey retired. Popups show capacity, process route, owner, start year, products and source. - [Global Desalination Plants — 100,000 m³/day and above](https://geobble.com/geobble/maps/global-desalination-plants): Interactive companion map to the Geobble original dataset: 107 operational desalination plants with installed capacity of at least 100,000 m³/day. Points are sized by capacity and coloured by technology; popups show capacity, operator, commissioning year, coordinate precision and the source for each record. - [Global Gas-Fired Power Plants (2026)](https://geobble.com/geobble/maps/global-gas-plants): Companion map to the Geobble Global Gas-Fired Power Plants dataset: 4,652 plants of 50 MW and above across 145 countries, totalling 2,190 GW. Points are sized by capacity and coloured by status — teal operating, orange under construction, grey inactive. Popups show total and operating capacity, unit count, fuel and source. - [Global Ammonia Plants (2026)](https://geobble.com/geobble/maps/global-ammonia-plants): Companion map to the Geobble Global Ammonia Plants dataset: 359 ammonia-producing chemical plants across 60 countries, from Global Energy Monitor's Global Chemical Plants Tracker. Points are coloured by feedstock — teal natural gas, dark grey coal, green hydrogen, amber other, grey unknown. Popups show owner, feedstock, secondary products and source. The tracker publishes no plant-level capacity. - [Global Aluminium Smelters (2026)](https://geobble.com/geobble/maps/global-aluminium-smelters): Companion map to the Geobble Global Aluminium Smelters dataset: 170 primary aluminium smelters across 37 countries, representing 49.7 Mt/yr of listed capacity. Points are sized by annual capacity and coloured by status — teal operating, grey inactive. Popups show capacity, ownership, location and source. - [Cameroon’s Forest-Use Mosaic](https://geobble.com/atlas/maps/cameroon-forest-use-mosaic): An illustrative map of forest management units, communal forests, community forests, and timber-sale areas across Cameroon, with regional boundaries for geographic context. - [Germany Laenders Population Analysis 2026](https://geobble.com/atlas/maps/logistics-site-selection-germany): Population and proximity analysis for Germany's Länder, major cities, and airports. - [France and Germany Administrative Regions](https://geobble.com/atlas/maps/france-germany-administrative-regions): Explore an interactive map on Geobble. - [Natural Hazards Monitor](https://geobble.com/atlas/maps/natural-hazards-monitor): Explore an interactive map on Geobble. ## Popular Data Sources - [Global Gas-Fired Power Plants (2026)](https://geobble.com/geobble/sources/global-gas-plants-2026): Gas-fired power plants worldwide (50 MW and above) with total and operating capacity, unit counts, status and exact coordinates, built from Global Energy Monitor's Global Gas Plant Tracker. - [Global Aluminium Smelters (2026)](https://geobble.com/geobble/sources/global-aluminium-smelters-2026): Primary aluminium smelters worldwide with annual capacity, status, ownership and city-level coordinates, built from Wikipedia's List of aluminium smelters. - [Global Shipyards (2026)](https://geobble.com/geobble/sources/global-shipyards-2026): Notable shipbuilders and shipyards worldwide with country, city and coordinates, built from Wikipedia's List of shipbuilders and shipyards. - [Global EV Battery Manufacturers (2026)](https://geobble.com/geobble/sources/global-battery-manufacturers-2026): Electric-vehicle battery manufacturers with headquarters location and listed production capacity. Company-level dataset, not factory-level. - [Global Cement Plants (2026)](https://geobble.com/geobble/sources/global-cement-plants-2026): Cement plants worldwide — integrated, grinding and clinker-only — with cement and clinker capacity, status, owner and exact coordinates, built from Global Energy Monitor's Global Cement and Concrete Tracker. - [Global Nuclear Power Stations (2026)](https://geobble.com/geobble/sources/global-nuclear-power-stations-2026-corrected): Corrected nuclear power stations dataset: 220 stations across 37 countries with unit counts, net capacity in MWe, status and exact coordinates, built from Wikipedia's list compiled from IAEA PRIS. - [Global LNG Terminals (2026)](https://geobble.com/geobble/sources/global-lng-terminals-2026): LNG import, export and floating terminals worldwide with type, status, capacity in mtpa and exact coordinates, built from Global Energy Monitor's Global Gas Infrastructure Tracker. - [Global Coal Mines (2026)](https://geobble.com/geobble/sources/global-coal-mines-2026): Coal mines worldwide with capacity, production, mine type, mining method, owner, status and exact coordinates, built from Global Energy Monitor's Global Coal Mine Tracker. - [Global Oil Refineries (2026)](https://geobble.com/geobble/sources/global-oil-refineries-2026): Oil refineries worldwide with crude refining capacity, status, operator and city-level coordinates, built from Wikipedia's List of oil refineries. - [Global Car Plants — Enriched (2026)](https://geobble.com/geobble/sources/global-car-plants-2026-enriched): Enriched global car plants dataset: 611 plants across 60 countries with OEM attribution resolved for 610 of 611, improved site-level coordinates, and non-assembly OSM noise removed. - [Global Car Plants (2026)](https://geobble.com/geobble/sources/global-car-plants-2026-final): Car plants worldwide assembled inventory-first from Wikipedia's motor-vehicle assembly plant category tree, OEM factory lists, national industry pages, Wikidata and OpenStreetMap. 683 plants across 62 countries, typed as assembly, component or other. - [HydroBASINS Level 6 Catchments — Eastern Africa](https://geobble.com/atlas/sources/hydrobasins-level-6-eastern-africa): HydroBASINS level-6 catchments intersecting countries in UN M49 Eastern Africa. - [HydroLAKES v1 Lake Polygons — Eastern Africa](https://geobble.com/atlas/sources/hydrolakes-v1-eastern-africa): HydroLAKES v1 lake polygons intersecting countries in UN M49 Eastern Africa. - [Global Steel Plants (2026)](https://geobble.com/geobble/sources/global-steel-plants-2026): Steel plants worldwide with location, ownership, process route and plant-level crude steel capacity by operating status, from the Global Energy Monitor Global Steel Plant Tracker. - [Global Nuclear Power Stations (2026)](https://geobble.com/geobble/sources/global-nuclear-power-stations-2026): Nuclear power stations worldwide with unit counts, net capacity in MWe, status and exact coordinates, built from Wikipedia's list compiled from IAEA PRIS. - [HydroLAKES v1 Lake Polygons — Southern Africa](https://geobble.com/atlas/sources/hydrolakes-v1-southern-africa): HydroLAKES v1 lake polygons intersecting countries in UN M49 Southern Africa. - [Global Ports (2026)](https://geobble.com/geobble/sources/global-ports-2026): World seaports from the NGA World Port Index with port size, vessel limits, channel and berth depths, tidal range, entrance restrictions and exact coordinates. - [Global Alumina Refineries (2026)](https://geobble.com/geobble/sources/global-alumina-refineries-2026): Alumina refineries and specialty alumina plants worldwide with annual capacity, ownership, status and coordinates, built from Wikipedia's List of alumina refineries. - [USGS MRDS Mineral Sites — Western Africa](https://geobble.com/atlas/sources/usgs-mrds-western-africa): Mineral-resource occurrence and deposit points from USGS MRDS selected to UN M49 Western Africa. - [USGS MRDS Mineral Sites — Eastern Africa](https://geobble.com/atlas/sources/usgs-mrds-eastern-africa): Mineral-resource occurrence and deposit points from USGS MRDS selected to UN M49 Eastern Africa. ## Popular Collections - [Southern Africa Natural Resources — Vector Data](https://geobble.com/atlas/collections/southern-africa-natural-resources-vector-data): Curated regional vector datasets for minerals and freshwater resources across UN M49 Southern Africa. - [Geobble Originals — Global Industry](https://geobble.com/geobble/collections/geobble-originals-global-industry): Curated, source-linked global inventories of industrial facilities — semiconductor fabs, steel plants, refineries and related assets. - [Eastern Africa Natural Resources — Vector Data](https://geobble.com/atlas/collections/eastern-africa-natural-resources-vector-data): Curated regional vector datasets for minerals and freshwater resources across UN M49 Eastern Africa. - [Middle Africa Natural Resources — Vector Data](https://geobble.com/atlas/collections/middle-africa-natural-resources-vector-data): Curated regional vector datasets for minerals and freshwater resources across UN M49 Middle Africa. - [Western Africa Natural Resources — Vector Data](https://geobble.com/atlas/collections/western-africa-natural-resources-vector-data): Curated regional vector datasets for minerals and freshwater resources across UN M49 Western Africa. - [EAC Partner States — Natural Resources Vector Data](https://geobble.com/atlas/collections/east-africa-natural-resources-vector-data): Regional vector datasets for the East African Community partner states. This is an EAC political grouping, not the UN M49 Eastern Africa subregion. - [Northern Africa Natural Resources — Vector Data](https://geobble.com/atlas/collections/northern-africa-natural-resources-vector-data): Curated regional vector datasets for minerals and freshwater resources across UN M49 Northern Africa. - [Geobble Originals — Global Desalination](https://geobble.com/geobble/collections/geobble-originals-global-desalination): Curated, source-linked geospatial datasets authored by Geobble. Includes the Global Desalination Plants inventory: operational plants with installed capacity of at least 100,000 m³/day. - [Native Vegetation and Deforestation Monitoring](https://geobble.com/bra/collections/native-vegetation-deforestation): Official PRODES and DETER spatial data on native vegetation and deforestation monitoring published by INPE through TerraBrasilis. - [Forest Management and Land-Use Allocations](https://geobble.com/lbr/collections/forest-management): Curated vector layers from the national Forest Atlas covering forest management units, permits, concessions and related operational allocations. ## Popular Symbol Sets - [Natural Hazards](https://geobble.com/atlas/symbol-sets/natural-hazards): Hazard symbols for volcanoes, earthquakes, alerts, ash, lava, and recent event mapping. - [Atlas Essentials](https://geobble.com/atlas/symbol-sets/atlas-essentials): Soft dimensional reference symbols for countries, regions, cities, water, and general atlas maps. - [Country Case Studies](https://geobble.com/atlas/symbol-sets/country-case-studies): Country study symbols for USA, France, Germany, administrative areas, capitals, and civic markers. - [Aviation And Transport](https://geobble.com/atlas/symbol-sets/aviation-and-transport): Aviation and connectivity symbols for airports, heliports, runways, terminals, and transport hubs. ## Journal - [The UN’s Equal Earth Resolution Is About More Than Projection Choice](https://geobble.com/journal/the-un-s-equal-earth-resolution-is-about-more-than-projection-choice): The UN’s support for equal-area world maps matters because it makes inherited cartographic defaults answerable to their purpose and consequences. - [A Map Is More Than a Picture.](https://geobble.com/journal/a-map-is-more-than-a-picture): Why digital cartography deserves a representation of its own. - [Introducing Geobble: From Geographic Data to Maps Ready to Publish](https://geobble.com/journal/introducing-geobble-from-geographic-data-to-maps-ready-to-publish): Geobble connects spatial data preparation, analysis, cartographic refinement, collaboration, and publication in one reviewable workflow. - [Why Higher Spatial Resolution Is Not Always Better](https://geobble.com/journal/why-higher-spatial-resolution-is-not-always-better): Finer pixels reveal smaller features, but they do not automatically improve accuracy, relevance or decision quality. - [Why the Initial Map View Is an Editorial Decision](https://geobble.com/journal/why-the-initial-map-view-is-an-editorial-decision): An interactive map may allow the reader to go anywhere, but it still opens somewhere. That initial centre, zoom and set of visible layers is the first claim the publication makes. - [The Problem with Treating Derived Data as Original Evidence](https://geobble.com/journal/the-problem-with-treating-derived-data-as-original-evidence): Derived data often looks cleaner than its inputs. A model fills gaps, a geocoder supplies coordinates and an overlay creates exact polygon boundaries. - [Why Administrative Boundaries Change the Story](https://geobble.com/journal/why-administrative-boundaries-change-the-story): Administrative boundaries look stable because they are printed as lines. In practice they are decisions: where to aggregate, govern and count. - [A Familiar Basemap Can Make Questionable Data Feel Trustworthy](https://geobble.com/journal/a-familiar-basemap-can-make-questionable-data-feel-trustworthy): A polished, recognisable basemap can lend borrowed authority to uncertain thematic data because readers often experience the composition as one coherent map. - [Why Every Feature Does Not Deserve a Label](https://geobble.com/journal/why-every-feature-does-not-deserve-a-label): A label is not merely a name placed on a map. It is a claim on the reader's attention. - [Why Map Publication Is a Change of Audience](https://geobble.com/journal/why-map-publication-is-a-change-of-audience): While a map remains inside a working Project, its assumptions can be carried in conversation. - [Why Evidence Should Travel with Extracted Geography](https://geobble.com/journal/why-evidence-should-travel-with-extracted-geography): When a report says that a bridge lies near a village, extracting a point or line is only half the task. - [The Difference Between Showing Data and Explaining Geography](https://geobble.com/journal/the-difference-between-showing-data-and-explaining-geography): Putting geographic data on a map makes it visible. Explaining geography requires more: a question, a comparison, context and an account of why the pattern may exist or remain uncertain. - [Why the Same Data Can Produce Several Defensible Maps](https://geobble.com/journal/why-the-same-data-can-produce-several-defensible-maps): The same dataset can support different honest maps because mapmaking requires choices about question, geography, transformation and emphasis rather than mechanically printing values. - [Why Good Cartography Sometimes Means Showing Less](https://geobble.com/journal/why-good-cartography-sometimes-means-showing-less): Maps become more useful through selection as well as addition. The difficult craft is deciding what deserves immediate visibility and what should remain available without competing for attention. - [Why Every Map Needs an Intended Audience](https://geobble.com/journal/why-every-map-needs-an-intended-audience): A map designed for everyone usually ends up optimised for no one. - [A Map Should Say What It Cannot Tell You](https://geobble.com/journal/a-map-should-say-what-it-cannot-tell-you): Maps are persuasive because they make complex data look spatially complete. A limitation note interrupts that completeness, which is why it is easy to omit—and why it matters. - [The Map Is Not the Territory—and the Dataset Is Not the Place](https://geobble.com/journal/the-map-is-not-the-territory-and-the-dataset-is-not-the-place): “The map is not the territory” is usually invoked as a warning about representation. Geographic data deserves the same warning. - [A Map Can Be Technically Correct and Still Be Misleading](https://geobble.com/journal/a-map-can-be-technically-correct-and-still-be-misleading): A map can pass every technical check and still encourage a conclusion that its data, definitions or visual choices do not justify. - [The False Precision of Exact Coordinates](https://geobble.com/journal/false-precision-of-exact-coordinates): A coordinate can contain many decimal places and still describe an uncertain location. Precision in the number is not the same as accuracy in the geography. - [Open Geospatial Foundations for a Modern GIS Platform](https://geobble.com/journal/open-geospatial-foundations-for-a-modern-gis-platform): Why a modern GIS should build on open formats, open-source infrastructure, and replaceable interfaces without reducing openness to a checklist of technologies. ## Learn - [How Does a Spatial Join Work?](https://geobble.com/learn/how-does-a-spatial-join-work): Learn how spatial joins match features by location, how spatial predicates determine which features match, and why one feature can sometimes join to several others. - [GeoJSON vs Shapefile vs GeoPackage vs KML](https://geobble.com/learn/geojson-vs-shapefile-vs-geopackage-vs-kml): Compare GeoJSON, Shapefile, GeoPackage, and KML by structure, capabilities, interoperability, web use, and typical GIS workflows so you can choose the right format for the job. - [What Is a Coordinate Reference System?](https://geobble.com/learn/what-is-coordinate-reference-system): Learn what a coordinate reference system is, how it gives coordinates geographic meaning, and how geographic and projected CRSs differ. - [Coordinate Precision vs Coordinate Accuracy](https://geobble.com/learn/coordinate-precision-vs-coordinate-accuracy): Coordinate precision describes the fineness or repeatability of a reported position; coordinate accuracy describes how closely that position agrees with the location it is meant to represent. - [What Is Spatial Metadata?](https://geobble.com/learn/what-is-spatial-metadata): Spatial metadata describes a geographic resource well enough for someone else to discover it, interpret its coordinates and attributes, assess its fitness for use, understand its provenance and know how it may be accessed or reused. - [How Many Classes Should a Choropleth Map Have?](https://geobble.com/learn/how-many-classes-should-a-choropleth-map-have): Most classed choropleths work with a small number of distinct categories; the right number depends on the data distribution, palette, audience and comparison task. - [What Are Map Tiles?](https://geobble.com/learn/what-are-map-tiles): Map tiles divide a multiscale map into indexed pieces so a client can request only the geographic area and zoom level needed for the current view. - [How Can You Tell Whether Latitude and Longitude Were Reversed?](https://geobble.com/learn/how-can-you-tell-whether-latitude-and-longitude-were-reversed): Diagnose reversed latitude and longitude by combining range checks, expected extents, known control locations, format conventions, and tests that preserve the original data. - [Why Is My Area Calculation Wrong?](https://geobble.com/learn/why-is-my-area-calculation-wrong): Wrong-looking GIS area results usually come from an unsuitable coordinate model, incorrect units, invalid or unintended geometry, or a mismatch between the area being calculated and the area the user actually wants. - [Natural Breaks, Quantiles, and Equal Intervals](https://geobble.com/learn/natural-breaks-quantiles-and-equal-intervals): Natural breaks, quantiles and equal intervals classify choropleth values differently: one follows clusters in the data, one balances feature counts, and one divides the numeric range evenly. - [Basemap vs Data Layer](https://geobble.com/learn/basemap-vs-data-layer): A basemap provides geographic reference context, while a data layer carries the features or measurements the map is primarily asking the reader to inspect. - [Why Are Some Coordinates Negative?](https://geobble.com/learn/why-are-some-coordinates-negative): Negative geographic coordinates usually indicate a position south of the equator or west of the prime meridian, but negative x/y values can mean something different in projected or local coordinate systems. - [Why Are My Distance Results Clearly Wrong?](https://geobble.com/learn/why-are-my-distance-results-clearly-wrong): Clearly wrong GIS distance results usually come from incorrect units or CRS assumptions, the wrong distance model, the wrong geometry representation, or confusing geometric proximity with network travel. - [Per Capita vs Per Square Kilometre](https://geobble.com/learn/per-capita-vs-per-square-kilometre): Per-capita measures compare a quantity with population, while per-square-kilometre measures compare it with land area; they answer different geographic questions. - [Web Map vs Web GIS Application](https://geobble.com/learn/web-map-vs-web-gis-application): A web map primarily presents and explores geographic information in a browser, while a web GIS application adds broader data, analysis, editing, workflow, or decision-support capabilities around the map. - [Decimal Degrees vs Degrees, Minutes, and Seconds](https://geobble.com/learn/decimal-degrees-vs-degrees-minutes-and-seconds): Decimal degrees and degrees-minutes-seconds express the same angular coordinates in different notations; learn how to convert between them without losing direction or overstating precision. - [What Is Character Encoding in Spatial Data?](https://geobble.com/learn/what-is-character-encoding-in-spatial-data): Character encoding defines how text is represented as bytes; in spatial data, an encoding mismatch can corrupt place names, labels and identifiers while leaving the coordinates themselves untouched. - [Why Raw Counts Usually Should Not Be Mapped with a Choropleth](https://geobble.com/learn/why-raw-counts-usually-should-not-be-mapped-with-a-choropleth): Raw counts usually make poor choropleth values because large or highly populated areas often accumulate more events simply because they contain more opportunities for the event to occur. - [Static Map vs Interactive Map](https://geobble.com/learn/static-map-vs-interactive-map): A static map presents one authored view, while an interactive map lets readers change scale, inspect features, filter data, or explore several views of the same geographic information. - [X and Y vs Latitude and Longitude](https://geobble.com/learn/x-and-y-vs-latitude-and-longitude): Understand when x and y correspond to longitude and latitude, when they instead mean easting and northing, and why axis labels alone do not define a CRS.