Functions / Social Factors
Integrated assessment at DeSO/RegSO level across five dimensions — well-being, life chances, safety, cohesion, and services. Data from SCB, BRÅ, Riksidrottsförbundet, Valmyndigheten, OpenStreetMap, and Trafiklab, with full source traceability per indicator.
5
Dimensions
DeSO / RegSO
Area Level
6 källor
SCB · BRÅ · RF · Val · OSM · Trafiklab
Benefits
Why full data, not an index
Users consistently ask us for the same thing:show the raw values, the source, the year, and the geography — not just a pre-chewed rating. An index is easy to read, but it collapses reality into a number that no one can scrutinize, question, or compare against their own assumptions.
Therefore, our standard is transparent raw data at the indicator level, for all risks. We retain a weighted assessment as an input, but every number can be drilled down to table ID, year, and documentation. You can re-weight, change the reference population, or exclude an indicator — without having to trust a black box.
Example report
Weighted assessment at DeSO level with full source tracking per indicator. Higher scores indicate better social conditions (lower risk). Values from coarser geographies are marked asestimate.
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0180C1010RegSO0180R010municipality0180 StockholmCounty01 Stockholm CountyMethodologyv0.1.0Generated2026-06-17Weighted assessment
Score 0–100 via percentile ranking against reference population (country/municipality) with documented polarity. Point/service indicators use a documented distance→score curve.
Low risk
Disposable median income
350 000 SEK
Percentile vs. reference
Source:SCB TAB6304 · 2023 · DeSO
Disposable median income for residents year-round, per DeSO.
Overcrowding (norm 2)
12 share %
Percentile vs. reference
Source:SCB TAB5993 · 2023 · DeSO
Share of overcrowded households according to norm 2, per DeSO.
Low risk
Share with pre-upper secondary education only
10 share %
Percentile vs. reference
Source:SCB TAB6300 · 2023 · DeSO
Pre-gymnasial = sum of education classes <9 years and 9 years.
Long-term unemployment (share)
6.5 share %
Percentile vs. reference
Medium risk
Reported residential burglaries per 100,000 residents
120 per 100k
Percentile vs. reference
Source:BRÅ reported-crimes/residential-burglary · 2024 · municipality
Municipality-level for reported residential burglaries; applied to sub-municipal areas.
Reported assaults per 100,000 residents
800 per 100k
Percentile vs. reference
Source:BRÅ reported-crimes/assault · 2024 · municipality
Municipality-level for reported assaults; applied to sub-municipal areas.
Perceived safety (NTU, share feeling unsafe)
25 share %
Percentile vs. reference
Source:BRÅ ntu/insecurity · 2024 · municipality
NTU perceived unsafety at municipality level; otherwise national fallback.
Low risk
LOK-support participation instances per 100 residents aged 7–25
145 per 100 (7–25 years)
Source:Swedish Sports Confederation lok-support-per-area/regso · 2024 · RegSO
LOK participants/occasions per 100 inhabitants aged 7–25, RegSO level.
Municipal election turnout (%)
78.5 share %
Source:Swedish Election Authority municipal-election/2022/polling-district · 2022 · DeSO (aggregated from polling district)
Voter turnout per polling district, aggregated to the area. Next election September 2026.
Low risk
Distance to nearest
158.6 m
Source:OpenStreetMap overpass/shop=supermarket|convenience · live · point
Distance to nearest grocery store via Overpass. Score = 100·(1 − d/3000 m).
Distance to nearest pharmacy
158.6 m
Source:OpenStreetMap overpass/amenity=pharmacy · live · point
Distance to nearest pharmacy via Overpass. Score = 100·(1 − d/5000 m).
Distance to nearest healthcare
158.6 m
Source:OpenStreetMap overpass/amenity=clinic|doctors|hospital · live · point
Distance to nearest healthcare via Overpass. Score = 100·(1 − d/8000 m).
Distance to nearest school/preschool
158.6 m
Source:OpenStreetMap overpass/amenity=school|kindergarten · live · point
Distance to nearest school/preschool; cross-referenced with Skolverket.
Distance to nearest public transport stop
249.3 m
Source:Trafiklab gtfs-sweden-2/stops · live · point
Nearest GTFS stop and frequency. Score = 100·(1 − d/1000 m).
| Source | License | Links |
|---|---|---|
| Statistics Sweden | Free to use with source attribution (SCB) | |
| Swedish National Council for Crime Prevention | Open data with source attribution (BRÅ) | |
| Swedish Sports Confederation | Open data with source attribution (RF) | |
| Swedish Election Authority | Open data (Swedish Election Authority) | |
| OpenStreetMap | ODbL — attribution + share-alike on DB derivatives | |
| Trafiklab | Open data (Trafiklab/Samtrafiken), API key required |
Indicators markedestimate are derived from a broader geography than the requested area.
Use cases
Assess social risk in an area before acquisition. All five dimensions are presented in one view with traceable sources.
Use verified indicators from SCB, BRÅ, RF, and Valmyndigheten directly in your sustainability and S-reports.
Map social factors for the entire portfolio. Identify vulnerable areas and prioritize dialogue with the municipality.
Details
Each Kliva function is designed with input from industry professionals. We understand your requirements for precision, speed, and reliability.
We refine, validate, and structure real estate data into analyses, tools, and decision support—directly in Kliva.
Boka en demo och se hur Social Factors kan hjälpa er fatta bättre beslut.
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