Spatial data products

We help you make sense of the world.

GeoIQ Solutions provides reliable, high-quality commercial datasets that are ready for analysis and seamlessly integrate with geospatial applications, your preferred software platforms, and analytical environments.

Scroll to explore the layers
LAT 0.0000° · LON 0.0000°
ELEV — m
Our product groups

Our data product offerings

Hover over a layer to see the products inside it.

Beyond GIS

Our data, wherever your team works.

Not everyone who needs location insight uses GIS software. GeoIQ data drops straight into the tools your analysts, managers and developers already use.

Map — GeoIQ layers LAYERS Population Boundaries Roads Income Buildings LowHigh Ward 011Pop. 18,452
For GIS analysts

GIS software

Load layers straight into QGIS, ArcGIS or your web GIS, styled and ready to analyse.

Learn more →
Market dashboard POPULATION2.4M AVG INCOMER18.2k GROWTH+3.1% POPULATION BY WARD INCOME MIX 45%
For managers

Dashboards

Feed Power BI, Tableau or Looker so leaders can track markets and performance at a glance.

Learn more →
ward_population.xlsx fx =SUMIFS(B:B, D:D, "Class 7") ABCD 12345678 WardPopulationAvg incomeNLI class WC01118,452R 21,300Class 7 WC01212,108R 14,950Class 4 WC01321,774R 32,800Class 9 WC0149,035R 11,200Class 3 WC01515,880R 19,750Class 7 WC01610,946R 16,400Class 5 Class 734,332
For business users

Excel

Clean tables by suburb, ward or trade area. Sort, filter and pivot with no GIS skills needed.

Learn more →
income_analysis.ipynb In [1]:In [2]:Out[2]: import geopandas as gpd df = gpd.read_parquet("geoiq_income.parquet") df.plot(column="income", cmap="Oranges") 50k5k
For data scientists

Python, R and SQL databases

Load the data straight into Python, Jupyter or R, or into SQL Server, DuckDB and Postgres, then query and model it with the tools you already use.

Learn more →
api — integration $ GET /v1/wards/WC011/population 200 OK · 42 ms { "ward": "WC011", "population": 18452, "growth": 0.031 } Your app GeoIQ API CRM ERP
For developers

API & system integration

Query our data from your own apps, CRM or ERP, so every system works from the same picture.

Learn more →
spend_model.sas 12345678910 /* GeoIQ income by ward */ proc sql; create table wards as select * from geoiq.income where nli_class >= 7; quit; proc reg data=wards; model spend = income pop; run; NOTE: 1,284 rows read. R² = 0.82 Fit plot for spend IncomeSpend
For statisticians

SAS & statistical software

Ready-to-load tables for SAS, R, SPSS and Stata, so modellers can add location to scoring, forecasting and risk models.

Learn more →
SITE REPORT Proposed site · 5 km catchment Population412 800 Income (NLI®)Class 8 Growth+3.1% a year Age profile Enter an address PDF report Ready to share
For decision makers

Site reports

Ready-made PDF reports for any address or site, with the population, income and growth in its catchment summarised. No GIS skills needed.

Learn more →
AI assistant · connected to GeoIQ data Where should we open our next store? ▸ geoiq.query(population, nli, growth) ✓ 1,284 wards Top wards by growth and spending power (NLI 7+): Ward 115 · Cape Town Ward 64 · Tshwane Ward 23 · eThekwini +6.1%+5.4%+4.7% Sources: GeoIQ Population figures 2026, Income (NLI®) Ask about your data…
For AI & data science

AI-ready data

Fully documented data that AI tools can understand, so you can ask questions in plain language and get answers fast.

Learn more →
See all data delivery options
Who we serve

Products and services tailored by industry

You don't need to be a GIS expert. Analysts, marketers, planners, engineers and researchers in every sector use our data to understand where people are and how places are changing.

See products by industry
Let's talk

Let's map what matters to you.

Tell us what you're trying to understand. We'll show you which layers answer it — and send you a sample for your area.

Request a sample