Spatial Dashboard Builder
Point at a place, choose a radius, and get the area's vital signs as a dashboard of stat cards — settlements, schools, hospitals, restaurants, fuel and hotels recorded nearby, plus centre elevation.
By Aryan Khan, Founder & Editor · Updated October 2026
This fixed dashboard counts at most 3,000 returned OSM nodes; it is not an official statistics report.
How to use Spatial Dashboard Builder
A map alone is a picture; a dashboard is a picture with its evidence attached:
Choose a centre and radius to display fixed counts for selected OSM node tags and an Open-Meteo centre elevation when available. Counts are capped and omit ways and relations; they are not official statistics.
- 1Set the area centre.
- 2Choose the radius.
- 3Press “Build the area dashboard”.
What people use Spatial Dashboard Builder for
1. Community and council reporting
Facilities, coverage and counts by area in one shareable view — the format public meetings actually absorb. The underlying point patterns can be pre-mapped with the Nearby Places Finder.
2. Small-team operations
Territories, depots and demand on one screen for the Monday meeting — a dashboard that updates its story when the data does.
3. Journalism and advocacy
The map-plus-numbers page is the modern data story. Panels force the author to state totals the map alone could insinuate.
4. Teaching data literacy
Students who must summarise their own map stop trusting pretty choropleths blindly — building the dashboard is the lesson.
Worked examples
A heat blob looks alarming until its panel says '14 incidents, city of 900,000'. Dashboards that show counts beside colours are how spatial honesty is enforced in practice.
Counts per district versus rates per 10,000 residents tell different stories about the same points. A good dashboard states which it shows — and the population tools here supply the denominators.
Dashboard anatomy
The parts and what each one owes the reader.
| Part | Owes the reader |
|---|---|
| The map | Geography at a stated zoom and extent |
| Summary panels | Totals and breakdowns with their source named |
| Filters | Honest interactivity — what is excluded, stated |
| Source line | Dataset, provider and date — the dashboard's conscience |
This builder assembles views from open map data; it is a presentation layer, not a statistics authority. The base FAQ's 'official statistics?' question is answered by the source line you ship with it.
How to interpret the result
The most common errors come from using a correct result to answer the wrong geographic question. Keep these points in mind for Spatial Dashboard Builder:
- Export twice: an image for the slide and a data format (GeoJSON/CSV) for the record. The image communicates; the data survives editing, and the pair keeps your map honest and reusable.
- Limit each map to one message: pins for places, polygons for areas, rings for reach. When a single figure needs all three, it usually needs two figures instead.
Limits & appropriate use
Custom maps inherit two honest limits: the basemap's and the message's. The basemap is OpenStreetMap's current picture with its ODbL attribution ask, and its gaps — new roads, thin rural detail — travel into every export that includes tiles. The message limit is design's classic one: a map can carry one argument well, and beyond a few dozen symbols the right instrument changes to data-driven mapping with clustering and categories. Both limits are stated where they matter, because the alternative is a beautiful figure that misleads its own author.
Within those bounds the workflow is complete and durable: pins, labels, colours, tight framing, pixel-ratio PNG for the slide, GeoJSON/CSV for the record, URL-state for the living version. Escalation is gentle by design — choropleths and territory shading belong to GIS with real boundaries (the blank-map library and GeoJSON exports feed it), cartographic print production wants vector pipelines, and brand-strict design systems want tokens this tool deliberately doesn't fake.
- Data-dense maps → CSV-to-map with clustering and category colour.
- Boundary shading/choropleth → GIS with census or OSM boundaries.
- Print cartography → vector exports into a design pipeline.
Data & methodology
Overpass around-query of at most 3,000 nodes tallied by type, plus an Open-Meteo elevation read at the centre when available.
For source details, licences and model limitations, see Data Sources and Methodology.
Key terms worth knowing
- Viewport framing
- Cropping the map tightly to the subject so the message fills the frame.
- Cluster marker
- A grouped dot representing many nearby points at low zoom.
Editorial guidance: MapBench explains the method and limitations so the tool can be used as a transparent reference, not as a black-box answer. For legal boundaries, safety-critical routing, surveying, engineering, regulated decisions or official statistics, verify the result with the responsible authority or a qualified professional.
Category: Map Creation. Results are intended for everyday analysis and planning unless a page explicitly states otherwise.
Method, assumptions & limits
- This tool’s method
- Overpass around-query of at most 3,000 nodes tallied by type, plus an Open-Meteo elevation read at the centre when available.
- Before relying on the answer
- Inspect the labels, map extent and export options in the workspace. Test the exported or shared version rather than assuming it matches your current screen.
- What the result cannot establish
- Map styling does not verify a location or grant rights to third-party data. Keep attribution with any reused basemap or dataset.
Coverage: Worldwide. Search, basemap and external data requests may use third-party services; browser-based does not mean every operation is offline. Read the source and licence notes, calculation methodology and privacy policy. If a result looks inconsistent, report a correction with the inputs and mode used.
Frequently asked questions
Clear answers about the calculation, accuracy and appropriate use.
Is this official statistics?
No — it is a live snapshot of what OpenStreetMap records inside the circle. Use it for a first look; official decisions need official data.
Can I export it?
The numbers are on the page to copy; the underlying counts come from a single Overpass query you can rerun any time.
Can I share the map or output?
Many MapBench tools support shareable URLs or exports. Check the tool controls and the source-data licence before republishing externally.
Which export format should I choose?
Use PNG for presentation, CSV for tabular data, and GeoJSON/KML/GPX when geographic geometry needs to remain editable.
Will a shared link preserve my settings?
Tools that store state in the URL can reopen that configuration. Sensitive or private data should not be placed in public URLs.
What data does it show?
A fixed set of OSM city, town, village, school, hospital, food, fuel and hotel nodes; at most 3,000 returned nodes are counted.
Does it update automatically?
No. Run the query again to refresh; provider availability and mapping completeness affect the results.
Can I embed or customize the dashboard?
No. The workspace displays a fixed set of cards in this page; it does not generate an embeddable dashboard or selectable layers.
Is the elevation guaranteed?
No. It is requested from Open-Meteo and shown as unavailable when missing.
Related tools and resources
The patterns beneath: the Nearby Places Finder; service areas: the Voronoi Map Generator; denominators: the Population Density Compare.
More free tools
Sources, methodology & editorial trust
- ✓ Browser-first processing where supported
- ✓ External sources are documented
- ✓ No account required for public tools
- ✓ Review data sources
Calculations are documented with their assumptions, limitations and source context rather than presented as unexplained answers.
Reviewed and maintained by Aryan Khan, Founder & Editor of MapBench.
Part of our map maker hub
Spatial Dashboard Builder sits in the map maker cluster, alongside 26 other tools that answer neighbouring questions with different methods or datasets.
Elsewhere in this cluster
The same family of methods, so a comparison between two results is meaningful rather than apples-to-oranges.
- Color a Map
Click any country to paint it — great for quizzes, travel maps and presentations.
You may also need
When this answer is only part of the job, these clusters cover the next step.
Read the guide behind this tool
Free Printable Blank Maps: How to Choose Outline, Labeled, or City Variants — Classroom worksheets, sales territories, and presentation slides need different map styles. How to pick blank vs labeled vs coloured — and SVG vs PNG.