Analysis byTinkal GogoiUpdated August 11, 2026

How to use these

Each entry below is one question turned into a map query. It names the fields it weighs and why, shows the areas that come out on top with their real measured values, and states what the data cannot tell you. The link at the end opens that exact query on the Paris map with the weights already set, so you can change a weight, swap a field, or draw your own area and get a different answer.

None of these are the “right” query. They are starting points chosen to show which fields exist for Paris and how combining them changes what you can honestly say.

Questions on this page

Which Paris areas have many residents but few bank branches?
Where does Paris have attractions and transit but few hotels?
Where do Paris's highest poverty rates meet the thinnest grocery presence?
Which parts of Paris have the fewest special-diet (vegan/vegetarian) restaurants for their population?
Where should you open a new bakery in Paris?
Where is household income high in Paris but mapped retail thin?
Which parts of Paris have the most unequal incomes?
Where is median disposable income highest in Paris?
Where is the poverty rate highest in Paris?
Where do social benefits make up the largest share of household income in Paris?
Where does capital make up the largest share of household income in Paris?
Where does work make up the largest share of household income in Paris?
Where is the mean standard of living highest in Paris?
Which parts of Paris combine a high median income with a high poverty rate?
Where are Paris's richest and poorest households closest together?
Where do Paris's manager households and capital income overlap?
Where do artisan, trader and business-owner households live in Paris?
Where does the top of Paris's income distribution sit?
Where do Paris's manager households and restaurant density overlap?
Where do Paris's residents aged 65–79 and pharmacies overlap?
Where do pensions make up the largest share of household income in Paris?
Where is Paris most built on retirement income?
Where do couples without children at home live in Paris?
Where do residents aged 18–24 live in Paris?
Where do residents aged 25–39 live in Paris?
Where do residents aged 40–54 live in Paris?
Where do residents aged 65–79 live in Paris?
Where do residents aged 80 and over live in Paris?
Where do Paris's 18–24 year olds live near education venues?
Where do families with children and parks overlap in Paris?
Which parts of Paris have the most families with children at home?
Where do people living alone have the most places to eat nearby in Paris?
Where do children under 18 live in Paris?
Where do couples with children live in Paris?
Where do households of five or more live in Paris?
Where do one-person households cluster in Paris?
Where do single-parent families live in Paris?
Where do single-parent households cluster in Paris?
Where is owner-occupancy highest in Paris?
Where are Paris's owner-occupier households also its highest earning?
Where do immigrant residents and retail activity overlap in Paris?
Where do foreign nationals live in Paris?
Where do immigrant residents live in Paris?
Which parts of Paris have the most transit stops and the fewest car parks?
Which of Paris's nightlife areas are easiest to reach by transit?
Which busy parts of Paris have the fewest transit stops?
Which parts of Paris have the densest walkable streets and transit?
Where is building volume highest in Paris?
Where are Paris's residents most concentrated?
Which parts of Paris have many residents aged 25–39 but few nightlife venues?

Which Paris areas have many residents but few bank branches?

Resident count against mapped bank and credit-union presence — a coverage gap index

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), Villette (Paris 19e Arrondissement) and Charonne (Paris 20e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 76.7/100 across 50 blocks, where the data shows ≈59 bank or credit unions nearby and ≈171,293 residents (total population). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans VilletteScore 77
- ≈59 bank or credit unions nearby
- ≈171,293 residents (total population)
Villettein the Paris 19e Arrondissement districtalso spans ClignancourtScore 70
- ≈44 bank or credit unions nearby
- ≈125,081 residents (total population)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 69
- ≈65 bank or credit unions nearby
- ≈143,673 residents (total population)
Batignollesin the Paris 17e Arrondissement districtalso spans Grandes CarrieresScore 70
- ≈82 bank or credit unions nearby
- ≈152,278 residents (total population)
Neckerin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 67
- ≈86 bank or credit unions nearby
- ≈151,031 residents (total population)

How this query was built

Residents scored up and mapped branches scored down. The result ranks areas where the resident base is large relative to how many branches are mapped there — a rank blend, not a residents-per-branch ratio.

Field	Ranks higher when	Weight	Why it’s here
Total population	higher	55%	Published resident count — the local demand base.
bank or credit union competition	lower	45%	Count of mapped bank and credit-union branches, scored inverted.

What this can’t tell you

A thin mapped presence is not proof that an area has no banking access: La Poste counters, ATMs inside shops and branches just over the boundary are not counted. It also ignores online banking entirely.

Try changing it

· Raise the branch weight to prioritise areas with the least presence.
· Swap banks for pharmacies or grocery stores to test another category.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Total population (higher ranks higher, weight 0.55) and bank or credit union competition (lower ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 76.7/100 across 50 blocks, with ≈59 bank or credit unions nearby and ≈171,293 residents (total population). Villette (Paris 19e Arrondissement) ranks #2 with a score of 69.7/100 across 49 blocks, with ≈44 bank or credit unions nearby and ≈125,081 residents (total population). Charonne (Paris 20e Arrondissement) ranks #3 with a score of 69.3/100 across 49 blocks, with ≈65 bank or credit unions nearby and ≈143,673 residents (total population). Batignolles (Paris 17e Arrondissement) ranks #4 with a score of 69.7/100 across 48 blocks, with ≈82 bank or credit unions nearby and ≈152,278 residents (total population). Necker (Paris 15e Arrondissement) ranks #5 with a score of 66.8/100 across 50 blocks, with ≈86 bank or credit unions nearby and ≈151,031 residents (total population). Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Total population (2021) and bank or credit union competition. 1,038 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Total population (count) source

Open this query on the Paris map and change it

Where does Paris have attractions and transit but few hotels?

Landmark and transit presence against mapped accommodation — a supply gap index

In Paris, the highest-ranking areas are Saint-Germain-des-Pres (Paris 6e Arrondissement), Paris (Paris 14e Arrondissement) and Gros Caillou (Paris 7e Arrondissement). Saint-Germain-des-Pres (Paris 6e Arrondissement) leads with a score of 67/100 across 49 blocks, where the data shows ≈14 accommodation venues nearby, ≈109 landmarks & religion venues nearby and ≈50 transit stops. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Germain-des-Presin the Paris 6e Arrondissement districtalso spans 3rd ArrondissementScore 67
- ≈14 accommodation venues nearby
- ≈109 landmarks & religion venues nearby
- ≈50 transit stops
Parisin the Paris 14e Arrondissement districtalso spans 5th ArrondissementScore 64
- ≈4 accommodation venues nearby
- ≈48 landmarks & religion venues nearby
- ≈57 transit stops
Gros Caillouin the Paris 7e Arrondissement districtalso spans Place VendomeScore 58
- ≈5 accommodation venues nearby
- ≈53 landmarks & religion venues nearby
- ≈29 transit stops
Clignancourtin the Paris 18e Arrondissement districtalso spans 17th ArrondissementScore 53
- ≈9 accommodation venues nearby
- ≈39 landmarks & religion venues nearby
- ≈35 transit stops
15th Arrondissementin the Paris 15e Arrondissement districtalso spans 16th ArrondissementScore 52
- ≈6 accommodation venues nearby
- ≈24 landmarks & religion venues nearby
- ≈34 transit stops

How this query was built

Landmarks and transit stops scored up, mapped accommodation scored down. The result ranks visitor-facing locations where hotel presence is thin relative to the draw.

Field	Ranks higher when	Weight	Why it’s here
landmarks and religion	higher	40%	Rollup count of mapped landmarks and religious sites — the visitor draw.
transit stop count	higher	25%	Count of mapped transit stops — how easily visitors arrive.
accommodation competition	lower	35%	Rollup count of mapped accommodation, scored inverted so thin supply ranks higher.

What this can’t tell you

Accommodation records do not include most short-let apartments, which are a very large part of Paris's supply, so a low count is not a low bed count. Nothing here reflects zoning, licensing or planning restrictions.

Try changing it

· Raise the accommodation weight to prioritise the thinnest supply.
· Drop the transit term to rank on attraction density alone.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on landmarks and religion (higher ranks higher, weight 0.4), transit stop count (higher ranks higher, weight 0.25) and accommodation competition (lower ranks higher, weight 0.35), then groups the top-scoring blocks into the areas below. Saint-Germain-des-Pres (Paris 6e Arrondissement) ranks #1 with a score of 67/100 across 49 blocks: ≈14 accommodation venues nearby, ≈109 landmarks & religion venues nearby and ≈50 transit stops. It spans 3rd Arrondissement. Paris (Paris 14e Arrondissement) ranks #2 with a score of 63.5/100 across 49 blocks: ≈4 accommodation venues nearby, ≈48 landmarks & religion venues nearby and ≈57 transit stops. It spans 5th Arrondissement. Gros Caillou (Paris 7e Arrondissement) ranks #3 with a score of 57.5/100 across 49 blocks: ≈5 accommodation venues nearby, ≈53 landmarks & religion venues nearby and ≈29 transit stops. It spans Place Vendome. Clignancourt (Paris 18e Arrondissement) ranks #4 with a score of 52.8/100 across 49 blocks: ≈9 accommodation venues nearby, ≈39 landmarks & religion venues nearby and ≈35 transit stops. It spans 17th Arrondissement. 15th Arrondissement (Paris 15e Arrondissement) ranks #5 with a score of 51.5/100 across 49 blocks: ≈6 accommodation venues nearby, ≈24 landmarks & religion venues nearby and ≈34 transit stops. It spans 16th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: landmarks and religion, transit stop count and accommodation competition. 1,081 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Where do Paris's highest poverty rates meet the thinnest grocery presence?

Poverty rate against mapped grocery stores — a coverage gap index

In Paris, the highest-ranking areas are La Chapelle (Paris 18e Arrondissement), Saint-Fargeau (Paris 20e Arrondissement) and Gare (Paris 13e Arrondissement). La Chapelle (Paris 18e Arrondissement) leads with a score of 77.7/100 across 48 blocks, where the data shows ≈93 grocery stores nearby and 2,691% poverty rate (60% threshold). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

La Chapellein the Paris 18e Arrondissement districtalso spans Pont-de-FlandreScore 78
- ≈93 grocery stores nearby
- 2,691% poverty rate (60% threshold)
Saint-Fargeauin the Paris 20e Arrondissement districtalso spans 20th ArrondissementScore 67
- ≈115 grocery stores nearby
- 1,992% poverty rate (60% threshold)
Garein the Paris 13e Arrondissement districtalso spans 13th ArrondissementScore 67
- ≈98 grocery stores nearby
- 1,853% poverty rate (60% threshold)
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 56
- ≈202 grocery stores nearby
- 2,032% poverty rate (60% threshold)
Bel-Airin the Paris 12e Arrondissement districtalso spans 12th ArrondissementScore 56
- ≈70 grocery stores nearby
- 1,358% poverty rate (60% threshold)

How this query was built

The published poverty rate scored up and mapped grocery presence scored down. It ranks districts where a low-income household profile and thin mapped food retail coincide.

Field	Ranks higher when	Weight	Why it’s here
Poverty rate (60% threshold)	higher	55%	Published share of households under the 60%-of-median poverty threshold.
grocery store competition	lower	45%	Count of mapped grocery stores, scored inverted so thin presence ranks higher.

What this can’t tell you

Mapped grocery records miss markets, small independents and delivery entirely, so a thin count is not evidence that residents cannot buy food locally. This is a mapped-presence gap, nothing stronger.

Try changing it

· Widen the supply term to all retail to see whether the gap is grocery-specific.
· Add walkable street length to see how reachable the existing shops are.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Poverty rate (60% threshold) (higher ranks higher, weight 0.55) and grocery store competition (lower ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. La Chapelle (Paris 18e Arrondissement) ranks #1 with a score of 77.7/100 across 48 blocks: ≈93 grocery stores nearby and 2,691% poverty rate (60% threshold). It spans Pont-de-Flandre. Saint-Fargeau (Paris 20e Arrondissement) ranks #2 with a score of 66.8/100 across 49 blocks: ≈115 grocery stores nearby and 1,992% poverty rate (60% threshold). It spans 20th Arrondissement. Gare (Paris 13e Arrondissement) ranks #3 with a score of 66.6/100 across 49 blocks: ≈98 grocery stores nearby and 1,853% poverty rate (60% threshold). It spans 13th Arrondissement. Grandes Carrieres (Paris 18e Arrondissement) ranks #4 with a score of 56.4/100 across 46 blocks: ≈202 grocery stores nearby and 2,032% poverty rate (60% threshold). It spans 9th Arrondissement. Bel-Air (Paris 12e Arrondissement) ranks #5 with a score of 56.2/100 across 46 blocks: ≈70 grocery stores nearby and 1,358% poverty rate (60% threshold). It spans 12th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Poverty rate (60% threshold) (2021) and grocery store competition. 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Poverty rate (60% threshold) (rate) source

Open this query on the Paris map and change it

Which parts of Paris have the fewest special-diet (vegan/vegetarian) restaurants for their population?

special-diet (vegan/vegetarian) restaurant demand-and-competition index — resident counts and walkable streets against existing special-diet (vegan/vegetarian) presence

In Paris, the highest-ranking areas are 15th Arrondissement (Paris 15e Arrondissement), 17th Arrondissement (Paris 17e Arrondissement) and 20th Arrondissement (Paris 20e Arrondissement). 15th Arrondissement (Paris 15e Arrondissement) leads with a score of 81.4/100 across 49 blocks, where the data shows ≈3 Special Diet restaurants nearby, ≈0.23 km of walkable streets and ≈156,467 residents (total population). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

15th Arrondissementin the Paris 15e Arrondissement districtScore 81
- ≈3 Special Diet restaurants nearby
- ≈0.23 km of walkable streets
- ≈156,467 residents (total population)
17th Arrondissementin the Paris 17e Arrondissement districtalso spans Quartier de ClignancourtScore 78
- ≈14 Special Diet restaurants nearby
- ≈0.26 km of walkable streets
- ≈166,196 residents (total population)
20th Arrondissementin the Paris 20e Arrondissement districtalso spans Quartier de la VilletteScore 77
- ≈15 Special Diet restaurants nearby
- ≈0.24 km of walkable streets
- ≈166,336 residents (total population)
Maison Blanchein the Paris 13e Arrondissement districtalso spans 13th ArrondissementScore 74
- ≈9 Special Diet restaurants nearby
- ≈0.22 km of walkable streets
- ≈138,676 residents (total population)
La Roquettein the Paris 11e Arrondissement districtalso spans Quartier de CharonneScore 73
- ≈12 Special Diet restaurants nearby
- ≈0.22 km of walkable streets
- ≈143,297 residents (total population)

How this query was built

Resident counts and walkable street length on the demand side, mapped restaurants of this cuisine on the supply side, scored inverted. The result ranks areas where demand signals are strong relative to how many of this cuisine are already mapped there.

Field	Ranks higher when	Weight	Why it’s here
special diet restaurant competition	lower	45%	Count of mapped vegan and vegetarian restaurants already trading in the area.
pedestrian length m	higher	25%	Metres of walkable street — a proxy for passing footfall.
Total population	higher	30%	Published resident count — the local demand base.

What this can’t tell you

Cuisine tags come from mapped place records, which are incomplete and sometimes coarse — a restaurant serving this cuisine but tagged differently will not be counted. It says nothing about quality, price or whether local demand for this cuisine actually exists.

Try changing it

· Widen the competition term to all eating and drinking venues to see total restaurant density instead.
· Swap the demand pillar for a specific age band or household type.

All of these are adjustable on the Paris map on the Free Tier.

The same query, retargeted

Which parts of Paris have the fewest French restaurants for their population?
Top areas: d'Amerique, Maison Blanche and La Goutte d'Or — ≈106 French restaurants nearby.
Open it on the Paris map
Which parts of Paris have the fewest Italian restaurants for their population?
Top areas: 20th Arrondissement, Maison Blanche and Quartier de Clignancourt — ≈52 Italian restaurants nearby.
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Which parts of Paris have the fewest Japanese restaurants for their population?
Top areas: Belleville, Quartier de Clignancourt and Maison Blanche — ≈24 Japanese restaurants nearby.
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Which parts of Paris have the fewest Moroccan restaurants for their population?
Top areas: Quartier de Clignancourt, Belleville and 15th Arrondissement (south-west) — ≈5 Moroccan restaurants nearby.
Open it on the Paris map
Which parts of Paris have the fewest Lebanese restaurants for their population?
Top areas: Pere-Lachaise, Quartier de Clignancourt and Charonne — ≈3 Lebanese restaurants nearby.
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Which parts of Paris have the fewest Vietnamese restaurants for their population?
Top areas: 15th Arrondissement, La Roquette and Clignancourt — ≈9 Vietnamese restaurants nearby.
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Which parts of Paris have the fewest Chinese restaurants for their population?
Top areas: Quartier de Clignancourt, Pere-Lachaise and 15th Arrondissement (south-west) — ≈12 Chinese restaurants nearby.
Open it on the Paris map
Which parts of Paris have the fewest Thai restaurants for their population?
Top areas: Belleville, Quartier de Clignancourt and 12th Arrondissement — ≈10 Thai restaurants nearby.
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Which parts of Paris have the fewest Indian restaurants for their population?
Top areas: Pere-Lachaise, 15th Arrondissement (west) and 2nd Arrondissement — ≈8 Indian restaurants nearby.
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Which parts of Paris have the fewest sushi restaurants for their population?
Top areas: Quartier de Clignancourt, Pere-Lachaise and 15th Arrondissement — ≈14 Sushi restaurants nearby.
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Which parts of Paris have the fewest pizza restaurants for their population?
Top areas: 20th Arrondissement, 15th Arrondissement and Charonne — ≈30 Pizza restaurants nearby.
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Which parts of Paris have the fewest burger restaurants for their population?
Top areas: Pere-Lachaise, 15th Arrondissement and La Roquette — ≈13 Burger restaurants nearby.
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Which parts of Paris have the fewest Middle Eastern restaurants for their population?
Top areas: Pere-Lachaise, Charonne and 15th Arrondissement — ≈21 Middle Eastern restaurants nearby.
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Which parts of Paris have the fewest Mediterranean restaurants for their population?
Top areas: 20th Arrondissement, Maison Blanche and Quartier de Clignancourt — ≈65 Mediterranean restaurants nearby.
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Which parts of Paris have the fewest Portuguese restaurants for their population?
Top areas: Pere-Lachaise, Quartier de Clignancourt and 15th Arrondissement — ≈2 Portuguese restaurants nearby.
Open it on the Paris map

Same fields and weights, only the category swapped — adjust any of them on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on special diet restaurant competition (lower ranks higher, weight 0.45), pedestrian length m (higher ranks higher, weight 0.25) and Total population (higher ranks higher, weight 0.3), then groups the top-scoring blocks into the areas below. 15th Arrondissement (Paris 15e Arrondissement) ranks #1 with a score of 81.4/100 across 49 blocks: ≈3 Special Diet restaurants nearby, ≈0.23 km of walkable streets and ≈156,467 residents (total population). 17th Arrondissement (Paris 17e Arrondissement) ranks #2 with a score of 78.1/100 across 50 blocks: ≈14 Special Diet restaurants nearby, ≈0.26 km of walkable streets and ≈166,196 residents (total population). It spans Quartier de Clignancourt. 20th Arrondissement (Paris 20e Arrondissement) ranks #3 with a score of 76.7/100 across 49 blocks: ≈15 Special Diet restaurants nearby, ≈0.24 km of walkable streets and ≈166,336 residents (total population). It spans Quartier de la Villette. Maison Blanche (Paris 13e Arrondissement) ranks #4 with a score of 73.6/100 across 49 blocks: ≈9 Special Diet restaurants nearby, ≈0.22 km of walkable streets and ≈138,676 residents (total population). It spans 13th Arrondissement. La Roquette (Paris 11e Arrondissement) ranks #5 with a score of 72.5/100 across 49 blocks: ≈12 Special Diet restaurants nearby, ≈0.22 km of walkable streets and ≈143,297 residents (total population). It spans Quartier de Charonne. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: special diet restaurant competition, pedestrian length m and Total population (2021). 1,086 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Total population (count) source

Open this query on the Paris map and change it

Where should you open a new bakery in Paris?

bakery demand-and-competition index — resident counts and walkable streets against existing bakery presence

In Paris, the highest-ranking areas are 20th Arrondissement (Paris 20e Arrondissement), Pere-Lachaise (Paris 20e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 20th Arrondissement (Paris 20e Arrondissement) leads with a score of 71.1/100 across 49 blocks, where the data shows ≈51 bakeries nearby, ≈0.24 km of walkable streets and ≈166,336 residents (total population). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

20th Arrondissementin the Paris 20e Arrondissement districtalso spans d'AmeriqueScore 71
- ≈51 bakeries nearby
- ≈0.24 km of walkable streets
- ≈166,336 residents (total population)
Pere-Lachaisein the Paris 20e Arrondissement districtalso spans CharonneScore 66
- ≈50 bakeries nearby
- ≈0.22 km of walkable streets
- ≈136,039 residents (total population)
15th Arrondissementin the Paris 15e Arrondissement districtalso spans Quartier d'AuteuilScore 62
- ≈65 bakeries nearby
- ≈0.22 km of walkable streets
- ≈125,579 residents (total population)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans EpinettesScore 63
- ≈107 bakeries nearby
- ≈0.25 km of walkable streets
- ≈163,506 residents (total population)
Saint-Lambertin the Paris 15e Arrondissement districtalso spans ParisScore 61
- ≈82 bakeries nearby
- ≈0.24 km of walkable streets
- ≈141,234 residents (total population)

How this query was built

Three signals: how many people are around, how walkable the streets are, and how many of this business type are already mapped there. The last is scored inverted, so an area ranks high when demand signals are strong and existing presence is thin.

Field	Ranks higher when	Weight	Why it’s here
bakery competition	lower	45%	Count of mapped bakeries already trading in the area.
pedestrian length m	higher	25%	Metres of walkable street — a proxy for how much passing footfall a frontage can see.
Total population	higher	30%	Published resident count — the local demand base.

What this can’t tell you

This is a shortlist, not a site recommendation. It has no rent, no footfall, no unit availability, no licensing and no catchment modelling, and a thin mapped presence is not proof that an area is unserved.

Try changing it

· Raise the competition weight to prioritise areas with the least existing presence.
· Swap the demand pillar for the age band or household type your customers actually fall into.
· Draw your own catchment on the map to score just that area.

All of these are adjustable on the Paris map on the Free Tier.

The same query, retargeted

Where should you open a new gym in Paris?
Top areas: 20th Arrondissement, Clignancourt and Paris (south-west) — ≈24 gyms nearby.
Open it on the Paris map
Where should you open a new dental practice in Paris?
Top areas: Quartier de Clignancourt, Pere-Lachaise and 15th Arrondissement — ≈0 dentists nearby.
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Where should you open a new pharmacy in Paris?
Top areas: Maison Blanche, Paris and Pere-Lachaise — ≈30 pharmacies nearby.
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Where should you open a new hair salon in Paris?
Top areas: Pere-Lachaise, 20th Arrondissement and 12th Arrondissement — ≈53 hair salons nearby.
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Where should you open a new nail salon in Paris?
Top areas: Pere-Lachaise, 15th Arrondissement and La Roquette — ≈7 nail salons nearby.
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Where should you open a new convenience store in Paris?
Top areas: Pere-Lachaise, 17th Arrondissement and 15th Arrondissement — ≈16 convenience stores nearby.
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Where should you open a new ice cream shop in Paris?
Top areas: Pere-Lachaise, 15th Arrondissement and Quartier de Clignancourt — ≈0 ice cream shops nearby.
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Where should you open a new yoga studio in Paris?
Top areas: Paris, 10th Arrondissement and Maison Blanche — ≈4 yoga studios nearby.
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Where should you open a new spa in Paris?
Top areas: Belleville, Quartier de Clignancourt and Maison Blanche — ≈8 spas nearby.
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Where should you open a new car wash in Paris?
Top areas: Quartier de Clignancourt, Pere-Lachaise and 15th Arrondissement — ≈1 car wash nearby.
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Where should you open a new swimming pool or leisure centre in Paris?
Top areas: Quartier de Clignancourt, Quartier de la Villette and Grenelle — ≈4 swimming pools nearby.
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Where should you open a new cinema in Paris?
Top areas: 11th Arrondissement, Quartier de Clignancourt and La Roquette — ≈10 movie theaters nearby.
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Where should you open a new bar in Paris?
Top areas: Saint-Lambert, 13th Arrondissement and 16th Arrondissement — ≈60 bars nearby.
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Where should you open a new wine bar in Paris?
Top areas: 20th Arrondissement, Grenelle and Maison Blanche — ≈7 wine bars nearby.
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Where should you open a new supermarket in Paris?
Top areas: Pere-Lachaise, Maison Blanche and Paris — ≈121 grocery stores nearby.
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Where should you open a new bookstore in Paris?
Top areas: Belleville, 17th Arrondissement and Paris — ≈32 bookstores nearby.
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Same fields and weights, only the category swapped — adjust any of them on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on bakery competition (lower ranks higher, weight 0.45), pedestrian length m (higher ranks higher, weight 0.25) and Total population (higher ranks higher, weight 0.3), then groups the top-scoring blocks into the areas below. 20th Arrondissement (Paris 20e Arrondissement) ranks #1 with a score of 71.1/100 across 49 blocks: ≈51 bakeries nearby, ≈0.24 km of walkable streets and ≈166,336 residents (total population). It spans d'Amerique. Pere-Lachaise (Paris 20e Arrondissement) ranks #2 with a score of 66.4/100 across 47 blocks: ≈50 bakeries nearby, ≈0.22 km of walkable streets and ≈136,039 residents (total population). It spans Charonne. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 62.4/100 across 49 blocks: ≈65 bakeries nearby, ≈0.22 km of walkable streets and ≈125,579 residents (total population). It spans Quartier d'Auteuil. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #4 with a score of 63.1/100 across 48 blocks: ≈107 bakeries nearby, ≈0.25 km of walkable streets and ≈163,506 residents (total population). It spans Epinettes. Saint-Lambert (Paris 15e Arrondissement) ranks #5 with a score of 61.3/100 across 49 blocks: ≈82 bakeries nearby, ≈0.24 km of walkable streets and ≈141,234 residents (total population). It spans Paris. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: bakery competition, pedestrian length m and Total population (2021). 1,086 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Total population (count) source

Open this query on the Paris map and change it

Where is household income high in Paris but mapped retail thin?

Median household income against mapped retail presence — an overlap index

In Paris, the highest-ranking areas are l'Ecole Militaire (Paris 7e Arrondissement), 16th Arrondissement (Paris 16e Arrondissement) and 6th Arrondissement (Paris 6e Arrondissement). l'Ecole Militaire (Paris 7e Arrondissement) leads with a score of 71.9/100 across 49 blocks, where the data shows ≈369 retail & shopping venues nearby and median income: 45,807. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

l'Ecole Militairein the Paris 7e Arrondissement districtalso spans ChaillotScore 72
- ≈369 retail & shopping venues nearby
- median income: 45,807
16th Arrondissementin the Paris 16e Arrondissement districtalso spans JavelScore 71
- ≈360 retail & shopping venues nearby
- median income: 42,628
6th Arrondissementin the Paris 6e Arrondissement districtalso spans Maison BlancheScore 59
- ≈496 retail & shopping venues nearby
- median income: 37,843
Paris 8e Arrondissementalso spans TernesScore 59
- ≈949 retail & shopping venues nearby
- median income: 43,403
12th Arrondissementin the Paris 12e Arrondissement districtScore 49
- ≈292 retail & shopping venues nearby
- median income: 30,025

How this query was built

Median household income scored up and retail venue count scored down. France measures income directly, so unlike most countries this index does not rest on a housing-cost stand-in.

Field	Ranks higher when	Weight	Why it’s here
Median disposable income (EUR/yr per CU)	higher	55%	Published median disposable income per consumption unit.
retail competition	lower	45%	Rollup count of mapped retail venues, scored inverted.

What this can’t tell you

Income is a household measure published per IRIS district; retail is a count of mapped shops. Neither says anything about spending, footfall, rents or unit availability, and thin mapped retail is not proof of unmet demand.

Try changing it

· Raise the retail weight to prioritise the thinnest-retail areas.
· Swap total retail for a single category to test one trade.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Median disposable income (EUR/yr per CU) (higher ranks higher, weight 0.55) and retail competition (lower ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. l'Ecole Militaire (Paris 7e Arrondissement) ranks #1 with a score of 71.9/100 across 49 blocks: ≈369 retail & shopping venues nearby and median income: 45,807. It spans Chaillot. 16th Arrondissement (Paris 16e Arrondissement) ranks #2 with a score of 70.7/100 across 45 blocks: ≈360 retail & shopping venues nearby and median income: 42,628. It spans Javel. 6th Arrondissement (Paris 6e Arrondissement) ranks #3 with a score of 58.9/100 across 49 blocks: ≈496 retail & shopping venues nearby and median income: 37,843. It spans Maison Blanche. Paris 8e Arrondissement ranks #4 with a score of 58.6/100 across 49 blocks: ≈949 retail & shopping venues nearby and median income: 43,403. It spans Ternes. 12th Arrondissement (Paris 12e Arrondissement) ranks #5 with a score of 48.9/100 across 49 blocks: ≈292 retail & shopping venues nearby and median income: 30,025. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Median disposable income (EUR/yr per CU) (2021) and retail competition. 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Median disposable income (EUR/yr per CU) (mean) source

Open this query on the Paris map and change it

Which parts of Paris have the most unequal incomes?

Gini index of household income per consumption unit — INSEE, IRIS level

In Paris, the highest-ranking areas are Saint-Thomas d'Aquin (Paris 7e Arrondissement), 16th Arrondissement (Paris 16e Arrondissement) and La Madeleine (Paris 8e Arrondissement). Saint-Thomas d'Aquin (Paris 7e Arrondissement) leads with a score of 90.2/100 across 49 blocks, where the data shows gini index: 0.57. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Thomas d'Aquinin the Paris 7e Arrondissement districtalso spans ParisScore 90
- gini index: 0.57
16th Arrondissementin the Paris 16e Arrondissement districtalso spans ChaillotScore 90
- gini index: 0.57
La Madeleinein the Paris 8e Arrondissement districtalso spans 10th ArrondissementScore 77
- gini index: 0.47
8th Arrondissement of Parisin the Paris 8e Arrondissement districtalso spans EpinettesScore 73
- gini index: 0.46
Notre-Damein the Paris 4e Arrondissement districtalso spans 11th ArrondissementScore 70
- gini index: 0.44

How this query was built

The Gini index is published per IRIS, so local income inequality is a measured field in France rather than something the pipeline estimates from bands. A high value means incomes inside that district are spread widely, whatever their level.

Field	Ranks higher when	Weight	Why it’s here
Gini index	higher	100%	INSEE's published Gini index of household income per consumption unit.

What this can’t tell you

Inequality is not poverty and not affluence: a district of uniformly low incomes has a low Gini. It also cannot separate a mix of rich and poor households from a mix of pensioners and young workers.

Try changing it

· Add the median to see whether the mixed districts are also high-income.
· Switch to the poverty rate to measure the bottom of the distribution instead.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Gini index (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Thomas d'Aquin (Paris 7e Arrondissement) ranks #1 with a score of 90.2/100 across 49 blocks: gini index: 0.57. It spans Paris. 16th Arrondissement (Paris 16e Arrondissement) ranks #2 with a score of 90/100 across 49 blocks: gini index: 0.57. It spans Chaillot. La Madeleine (Paris 8e Arrondissement) ranks #3 with a score of 76.9/100 across 49 blocks: gini index: 0.47. It spans 10th Arrondissement. 8th Arrondissement of Paris (Paris 8e Arrondissement) ranks #4 with a score of 73/100 across 48 blocks: gini index: 0.46. It spans Epinettes. Notre-Dame (Paris 4e Arrondissement) ranks #5 with a score of 69.8/100 across 49 blocks: gini index: 0.44. It spans 11th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Gini index (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Gini index (index) source

Open this query on the Paris map and change it

Where is median disposable income highest in Paris?

Median disposable income per consumption unit — INSEE, IRIS level

In Paris, the highest-ranking areas are l'Ecole Militaire (Paris 7e Arrondissement), La Muette (Paris 16e Arrondissement) and l'Europe (Paris 8e Arrondissement). l'Ecole Militaire (Paris 7e Arrondissement) leads with a score of 88.4/100 across 49 blocks, where the data shows median income: 46,262. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

l'Ecole Militairein the Paris 7e Arrondissement districtalso spans 6th ArrondissementScore 88
- median income: 46,262
La Muettein the Paris 16e Arrondissement districtalso spans 8th Arrondissement of ParisScore 87
- median income: 44,840
l'Europein the Paris 8e Arrondissement districtalso spans 9th ArrondissementScore 83
- median income: 43,739
6th Arrondissementin the Paris 6e Arrondissement districtalso spans CroulebarbeScore 74
- median income: 39,124
Saint-Thomas d'Aquinin the Paris 7e Arrondissement districtalso spans 3rd ArrondissementScore 65
- median income: 36,539

How this query was built

France publishes household income directly, so this page reports the measured field rather than a housing-cost stand-in. Income is expressed per consumption unit, which scales each household by its composition so that a couple and a single person can be compared on the same axis.

Field	Ranks higher when	Weight	Why it’s here
Median disposable income (EUR/yr per CU)	higher	100%	INSEE's published median disposable income per consumption unit — the direct income measure, not a proxy.

What this can’t tell you

A median is a household figure, not a personal salary, and it is published for the whole IRIS district rather than for the individual block — inside one district the pipeline spreads it by where people live, so fine detail within a district is modelled, not measured.

Try changing it

· Add the 9th decile to see where the top of the distribution sits rather than the middle.
· Add the Gini index to separate uniformly mid-income areas from mixed ones.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Median disposable income (EUR/yr per CU) (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. l'Ecole Militaire (Paris 7e Arrondissement) ranks #1 with a score of 88.4/100 across 49 blocks: median income: 46,262. It spans 6th Arrondissement. La Muette (Paris 16e Arrondissement) ranks #2 with a score of 86.8/100 across 49 blocks: median income: 44,840. It spans 8th Arrondissement of Paris. l'Europe (Paris 8e Arrondissement) ranks #3 with a score of 83.4/100 across 48 blocks: median income: 43,739. It spans 9th Arrondissement. 6th Arrondissement (Paris 6e Arrondissement) ranks #4 with a score of 73.5/100 across 48 blocks: median income: 39,124. It spans Croulebarbe. Saint-Thomas d'Aquin (Paris 7e Arrondissement) ranks #5 with a score of 65.3/100 across 46 blocks: median income: 36,539. It spans 3rd Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Median disposable income (EUR/yr per CU) (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Median disposable income (EUR/yr per CU) (mean) source

Open this query on the Paris map and change it

Where is the poverty rate highest in Paris?

Share of households below 60% of the national median income — INSEE, IRIS level

In Paris, the highest-ranking areas are La Chapelle (Paris 18e Arrondissement), Belleville (Paris 20e Arrondissement) and Gare (Paris 13e Arrondissement). La Chapelle (Paris 18e Arrondissement) leads with a score of 91.8/100 across 48 blocks, where the data shows 2,776% poverty rate (60% threshold). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

La Chapellein the Paris 18e Arrondissement districtalso spans l'Hopital Saint-LouisScore 92
- 2,776% poverty rate (60% threshold)
Bellevillein the Paris 20e Arrondissement districtalso spans d'AmeriqueScore 78
- 2,066% poverty rate (60% threshold)
Garein the Paris 13e Arrondissement districtalso spans SalpetriereScore 74
- 1,929% poverty rate (60% threshold)
Charonnein the Paris 20e Arrondissement districtalso spans La RoquetteScore 68
- 1,839% poverty rate (60% threshold)
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 62
- 1,731% poverty rate (60% threshold)

How this query was built

France uses a relative poverty threshold — 60% of the national median income per consumption unit — and publishes the resulting rate per IRIS district. It is a measured field with a stated definition, which is why this page can name it directly.

Field	Ranks higher when	Weight	Why it’s here
Poverty rate (60% threshold)	higher	100%	INSEE's published share of households under the 60%-of-median poverty threshold.

What this can’t tell you

A relative threshold moves with the national median, so this is a position in the national distribution rather than a measure of hardship, and it describes households, not individuals.

Try changing it

· Add the share of income coming from social benefits.
· Compare with the median income to see how the two readings differ.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Poverty rate (60% threshold) (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. La Chapelle (Paris 18e Arrondissement) ranks #1 with a score of 91.8/100 across 48 blocks: 2,776% poverty rate (60% threshold). It spans l'Hopital Saint-Louis. Belleville (Paris 20e Arrondissement) ranks #2 with a score of 77.6/100 across 49 blocks: 2,066% poverty rate (60% threshold). It spans d'Amerique. Gare (Paris 13e Arrondissement) ranks #3 with a score of 73.8/100 across 48 blocks: 1,929% poverty rate (60% threshold). It spans Salpetriere. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 67.8/100 across 47 blocks: 1,839% poverty rate (60% threshold). It spans La Roquette. Grandes Carrieres (Paris 18e Arrondissement) ranks #5 with a score of 61.5/100 across 46 blocks: 1,731% poverty rate (60% threshold). It spans 9th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Poverty rate (60% threshold) (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Poverty rate (60% threshold) (rate) source

Open this query on the Paris map and change it

Social benefits' share of total household income — INSEE, IRIS level

In Paris, the highest-ranking areas are La Chapelle (Paris 18e Arrondissement), Saint-Fargeau (Paris 20e Arrondissement) and Gare (Paris 13e Arrondissement). La Chapelle (Paris 18e Arrondissement) leads with a score of 88.4/100 across 48 blocks, where the data shows 867% social benefits share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

La Chapellein the Paris 18e Arrondissement districtalso spans VilletteScore 88
- 867% social benefits share
Saint-Fargeauin the Paris 20e Arrondissement districtalso spans CombatScore 78
- 614% social benefits share
Garein the Paris 13e Arrondissement districtalso spans SalpetriereScore 78
- 575% social benefits share
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 65
- 456% social benefits share
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 58
- 419% social benefits share

How this query was built

The published benefits share of household income. Reported on its own so the number on the page is the number in the source table.

Field	Ranks higher when	Weight	Why it’s here
Social benefits share	higher	100%	The published share of total household income coming from social benefits.

What this can’t tell you

Benefits in France include family allowances and housing support that reach households well above the poverty line, so a high share is not a hardship measure. It describes income composition, not entitlement or take-up.

Try changing it

· Compare with the poverty rate, which measures the bottom of the distribution directly.
· Add single-parent households to see where the two patterns coincide.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Social benefits share (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. La Chapelle (Paris 18e Arrondissement) ranks #1 with a score of 88.4/100 across 48 blocks: 867% social benefits share. It spans Villette. Saint-Fargeau (Paris 20e Arrondissement) ranks #2 with a score of 77.8/100 across 50 blocks: 614% social benefits share. It spans Combat. Gare (Paris 13e Arrondissement) ranks #3 with a score of 77.8/100 across 48 blocks: 575% social benefits share. It spans Salpetriere. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 64.5/100 across 49 blocks: 456% social benefits share. It spans Picpus. Grandes Carrieres (Paris 18e Arrondissement) ranks #5 with a score of 58.3/100 across 48 blocks: 419% social benefits share. It spans 9th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Social benefits share (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Social benefits share (rate) source

Open this query on the Paris map and change it

Capital's share of total household income — INSEE, IRIS level

In Paris, the highest-ranking areas are 16th Arrondissement (Paris 16e Arrondissement), 6th Arrondissement (Paris 6e Arrondissement) and La Madeleine (Paris 8e Arrondissement). 16th Arrondissement (Paris 16e Arrondissement) leads with a score of 90.1/100 across 49 blocks, where the data shows 4,139% capital income share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

16th Arrondissementin the Paris 16e Arrondissement districtalso spans ChaillotScore 90
- 4,139% capital income share
6th Arrondissementin the Paris 6e Arrondissement districtalso spans InvalidesScore 89
- 4,115% capital income share
La Madeleinein the Paris 8e Arrondissement districtalso spans 10th ArrondissementScore 72
- 2,543% capital income share
La Muettein the Paris 16e Arrondissement districtalso spans JavelScore 75
- 2,774% capital income share
8th Arrondissement of Parisin the Paris 8e Arrondissement districtalso spans La Plaine MonceauScore 76
- 2,739% capital income share

How this query was built

INSEE breaks household income into activity, pensions, benefits and capital, and publishes each as a share. Capital's share is the closest thing in the French data to a wealth signal, because it reflects income from assets rather than from work.

Field	Ranks higher when	Weight	Why it’s here
Capital income share	higher	100%	The published share of total household income coming from capital.

What this can’t tell you

A share is not an amount: a district of modest pensioners with small savings can show a high capital share. It measures income from assets, never the assets themselves.

Try changing it

· Add the median income to separate high shares at high income levels from high shares at low ones.
· Switch to the pensions share to see the retirement-income pattern instead.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Capital income share (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 16th Arrondissement (Paris 16e Arrondissement) ranks #1 with a score of 90.1/100 across 49 blocks: 4,139% capital income share. It spans Chaillot. 6th Arrondissement (Paris 6e Arrondissement) ranks #2 with a score of 89.2/100 across 49 blocks: 4,115% capital income share. It spans Invalides. La Madeleine (Paris 8e Arrondissement) ranks #3 with a score of 72.2/100 across 49 blocks: 2,543% capital income share. It spans 10th Arrondissement. La Muette (Paris 16e Arrondissement) ranks #4 with a score of 74.6/100 across 46 blocks: 2,774% capital income share. It spans Javel. 8th Arrondissement of Paris (Paris 8e Arrondissement) ranks #5 with a score of 76.3/100 across 44 blocks: 2,739% capital income share. It spans La Plaine Monceau. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Capital income share (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Capital income share (rate) source

Open this query on the Paris map and change it

Activity income's share of total household income — INSEE, IRIS level

In Paris, the highest-ranking areas are 2nd Arrondissement (Paris 2e Arrondissement), Batignolles (Paris 17e Arrondissement) and 11th Arrondissement (east) (Paris 11e Arrondissement). 2nd Arrondissement (Paris 2e Arrondissement) leads with a score of 92.7/100 across 49 blocks, where the data shows 9,946% activity income share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

2nd Arrondissementin the Paris 2e Arrondissement districtalso spans 10th ArrondissementScore 93
- 9,946% activity income share
Batignollesin the Paris 17e Arrondissement districtalso spans Quartier de ClignancourtScore 89
- 9,770% activity income share
11th Arrondissement (east)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, Sainte-MargueriteScore 77
- 9,362% activity income share
11th Arrondissement (east 2)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, BercyScore 61
- 8,942% activity income share
Saint-Vincent-de-Paulin the Paris 10e Arrondissement districtalso spans Pont-de-FlandreScore 58
- 8,845% activity income share

How this query was built

The activity share is the earned-income end of the same published composition. High values mark districts whose households are predominantly of working age and in work.

Field	Ranks higher when	Weight	Why it’s here
Activity income share	higher	100%	The published share of total household income coming from work.

What this can’t tell you

It is not an employment rate and not a wage level — a district of low-paid workers can score as high as a district of well-paid ones.

Try changing it

· Add the median income to distinguish the two cases above.
· Switch to the pensions share for the opposite profile.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Activity income share (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 2nd Arrondissement (Paris 2e Arrondissement) ranks #1 with a score of 92.7/100 across 49 blocks: 9,946% activity income share. It spans 10th Arrondissement. Batignolles (Paris 17e Arrondissement) ranks #2 with a score of 88.7/100 across 49 blocks: 9,770% activity income share. It spans Quartier de Clignancourt. 11th Arrondissement (east) (Paris 11e Arrondissement) ranks #3 with a score of 76.8/100 across 49 blocks: 9,362% activity income share. It spans 11th Arrondissement and Sainte-Marguerite. 11th Arrondissement (east 2) (Paris 11e Arrondissement) ranks #4 with a score of 60.9/100 across 49 blocks: 8,942% activity income share. It spans 11th Arrondissement and Bercy. Saint-Vincent-de-Paul (Paris 10e Arrondissement) ranks #5 with a score of 57.7/100 across 47 blocks: 8,845% activity income share. It spans Pont-de-Flandre. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Activity income share (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Activity income share (rate) source

Open this query on the Paris map and change it

Where is the mean standard of living highest in Paris?

Mean standard of living in euros per year — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Invalides (Paris 7e Arrondissement), 17th Arrondissement (Paris 17e Arrondissement) and 16th Arrondissement (Paris 16e Arrondissement). Invalides (Paris 7e Arrondissement) leads with a score of 89.9/100 across 49 blocks, where the data shows median income: 51,784. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Invalidesin the Paris 7e Arrondissement districtalso spans 15th ArrondissementScore 90
- median income: 51,784
17th Arrondissementin the Paris 17e Arrondissement districtalso spans ChaillotScore 86
- median income: 50,090
16th Arrondissementin the Paris 16e Arrondissement districtalso spans ChaillotScore 90
- median income: 51,445
6th Arrondissementin the Paris 6e Arrondissement districtalso spans CroulebarbeScore 74
- median income: 45,027
Saint-Germain l'Auxerroisin the Paris 1er Arrondissement districtalso spans 9th ArrondissementScore 72
- median income: 43,862

How this query was built

Filosofi publishes a mean standard of living on a 200 m fiscal grid, which is a finer geography than the IRIS income table. Where the two disagree, this one is the more local reading and the IRIS median is the more robust one.

Field	Ranks higher when	Weight	Why it’s here
Mean standard of living	higher	100%	Filosofi's published mean standard of living per household, in euros per year.

What this can’t tell you

A mean is pulled by its tail, so one very high-income household lifts a small grid square. It is a household measure and says nothing about wages, assets or spending.

Try changing it

· Compare with the IRIS median disposable income, which resists outliers.
· Add the poverty rate to see the other end of the same distribution.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Mean standard of living (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Invalides (Paris 7e Arrondissement) ranks #1 with a score of 89.9/100 across 49 blocks: median income: 51,784. It spans 15th Arrondissement. 17th Arrondissement (Paris 17e Arrondissement) ranks #2 with a score of 86.3/100 across 50 blocks: median income: 50,090. It spans Chaillot. 16th Arrondissement (Paris 16e Arrondissement) ranks #3 with a score of 89.5/100 across 48 blocks: median income: 51,445. It spans Chaillot. 6th Arrondissement (Paris 6e Arrondissement) ranks #4 with a score of 74.1/100 across 49 blocks: median income: 45,027. It spans Croulebarbe. Saint-Germain l'Auxerrois (Paris 1er Arrondissement) ranks #5 with a score of 71.9/100 across 48 blocks: median income: 43,862. It spans 9th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Mean standard of living (2021). “Mean standard of living” is computed by this pipeline from published components rather than published directly. 1,043 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Mean standard of living (mean) — derived from published components source

Open this query on the Paris map and change it

Which parts of Paris combine a high median income with a high poverty rate?

Median household income against the poverty rate — a mixed-income overlap index (INSEE, IRIS level)

In Paris, the highest-ranking areas are Chaillot (Paris 16e Arrondissement), Notre-Dame (Paris 4e Arrondissement) and Porte Saint-Martin (Paris 10e Arrondissement). Chaillot (Paris 16e Arrondissement) leads with a score of 61.7/100 across 50 blocks, where the data shows median income: 45,027 and 1,148% poverty rate (60% threshold). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Chaillotin the Paris 16e Arrondissement districtalso spans Gros CaillouScore 62
- median income: 45,027
- 1,148% poverty rate (60% threshold)
Notre-Damein the Paris 4e Arrondissement districtalso spans 2nd ArrondissementScore 56
- median income: 34,681
- 1,355% poverty rate (60% threshold)
Porte Saint-Martinin the Paris 10e Arrondissement districtalso spans Quartier de ClignancourtScore 53
- median income: 30,604
- 1,672% poverty rate (60% threshold)
Paris 8e Arrondissementalso spans EpinettesScore 52
- median income: 42,851
- 1,052% poverty rate (60% threshold)
Paris 7e Arrondissementalso spans 15th ArrondissementScore 52
- median income: 46,262
- 920% poverty rate (60% threshold)

How this query was built

Two published readings of the same households: the middle of the income distribution and the share below the national poverty threshold. Ranking both up finds districts that are well off on average yet still contain a substantial low-income population — the mixed districts a single field hides.

Field	Ranks higher when	Weight	Why it’s here
Median disposable income (EUR/yr per CU)	higher	50%	Published median disposable income per consumption unit.
Poverty rate (60% threshold)	higher	50%	Published share of households under the 60%-of-median poverty threshold.

What this can’t tell you

It cannot identify which households are which, and it is not a measure of segregation: a mixed district and two adjacent uniform ones can produce similar values at this resolution.

Try changing it

· Switch to the Gini index for the standard single-number version of this idea.
· Drop the poverty term to rank on income level alone.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Median disposable income (EUR/yr per CU) (higher ranks higher, weight 0.5) and Poverty rate (60% threshold) (higher ranks higher, weight 0.5), then groups the top-scoring blocks into the areas below. Chaillot (Paris 16e Arrondissement) ranks #1 with a score of 61.7/100 across 50 blocks: median income: 45,027 and 1,148% poverty rate (60% threshold). It spans Gros Caillou. Notre-Dame (Paris 4e Arrondissement) ranks #2 with a score of 55.7/100 across 48 blocks: median income: 34,681 and 1,355% poverty rate (60% threshold). It spans 2nd Arrondissement. Porte Saint-Martin (Paris 10e Arrondissement) ranks #3 with a score of 53.2/100 across 49 blocks: median income: 30,604 and 1,672% poverty rate (60% threshold). It spans Quartier de Clignancourt. Paris 8e Arrondissement ranks #4 with a score of 52.4/100 across 49 blocks: median income: 42,851 and 1,052% poverty rate (60% threshold). It spans Epinettes. Paris 7e Arrondissement ranks #5 with a score of 52.3/100 across 49 blocks: median income: 46,262 and 920% poverty rate (60% threshold). It spans 15th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Median disposable income (EUR/yr per CU) (2021) and Poverty rate (60% threshold) (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Median disposable income (EUR/yr per CU) (mean) source
Poverty rate (60% threshold) (rate) source

Open this query on the Paris map and change it

Where are Paris's richest and poorest households closest together?

9th-decile income against 1st-decile income — an income spread index (INSEE, IRIS level)

In Paris, the highest-ranking areas are Porte Dauphine (Paris 16e Arrondissement), 6th Arrondissement (Paris 6e Arrondissement) and 3rd Arrondissement (Paris 3e Arrondissement). Porte Dauphine (Paris 16e Arrondissement) leads with a score of 68.2/100 across 50 blocks, where the data shows median income: 145,494 and median income: 12,726. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Porte Dauphinein the Paris 16e Arrondissement districtalso spans 7th ArrondissementScore 68
- median income: 145,494
- median income: 12,726
6th Arrondissementin the Paris 6e Arrondissement districtalso spans 4th ArrondissementScore 66
- median income: 98,836
- median income: 11,881
3rd Arrondissementin the Paris 3e Arrondissement districtalso spans ClignancourtScore 58
- median income: 73,387
- median income: 11,737
Grenellein the Paris 15e Arrondissement districtalso spans d'AuteuilScore 55
- median income: 96,802
- median income: 13,134
l'Hopital Saint-Louisin the Paris 10e Arrondissement districtalso spans Sainte-MargueriteScore 53
- median income: 62,691
- median income: 11,368

How this query was built

The two ends of the published distribution, scored against each other: a high 9th decile ranks up and a high 1st decile ranks down, so districts where the top runs far ahead of the bottom rise to the top of the list. Both fields come from the same table over the same households.

Field	Ranks higher when	Weight	Why it’s here
9th decile income (EUR/yr per CU)	higher	50%	The published 9th decile — the income the top tenth of local households exceed.
1st decile income (EUR/yr per CU)	lower	50%	The published 1st decile, scored inverted so a low bottom end ranks higher.

What this can’t tell you

Deciles describe the shape of a distribution, not the number of households in it. Nor does the spread say anything about why it exists — a student district and a mixed-tenure district can produce the same gap.

Try changing it

· Switch to the Gini index for a single-number summary of the same idea.
· Look at the 1st decile alone to find where the bottom of the distribution is lowest.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 9th decile income (EUR/yr per CU) (higher ranks higher, weight 0.5) and 1st decile income (EUR/yr per CU) (lower ranks higher, weight 0.5), then groups the top-scoring blocks into the areas below. Porte Dauphine (Paris 16e Arrondissement) ranks #1 with a score of 68.2/100 across 50 blocks: median income: 145,494 and median income: 12,726. It spans 7th Arrondissement. 6th Arrondissement (Paris 6e Arrondissement) ranks #2 with a score of 65.6/100 across 48 blocks: median income: 98,836 and median income: 11,881. It spans 4th Arrondissement. 3rd Arrondissement (Paris 3e Arrondissement) ranks #3 with a score of 57.6/100 across 49 blocks: median income: 73,387 and median income: 11,737. It spans Clignancourt. Grenelle (Paris 15e Arrondissement) ranks #4 with a score of 55.2/100 across 47 blocks: median income: 96,802 and median income: 13,134. It spans d'Auteuil. l'Hopital Saint-Louis (Paris 10e Arrondissement) ranks #5 with a score of 52.5/100 across 49 blocks: median income: 62,691 and median income: 11,368. It spans Sainte-Marguerite. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 9th decile income (EUR/yr per CU) (2021) and 1st decile income (EUR/yr per CU) (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
9th decile income (EUR/yr per CU) (mean) source
1st decile income (EUR/yr per CU) (mean) source

Open this query on the Paris map and change it

Where do Paris's manager households and capital income overlap?

Manager and higher-profession households blended with the capital income share — an overlap index (INSEE)

In Paris, the highest-ranking areas are 9th Arrondissement (Paris 9e Arrondissement), 11th Arrondissement (Paris 11e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 9th Arrondissement (Paris 9e Arrondissement) leads with a score of 69.9/100 across 49 blocks, where the data shows ≈38,096 residents (managers & higher professions) and 1,621% capital income share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

9th Arrondissementin the Paris 9e Arrondissement districtalso spans BatignollesScore 70
- ≈38,096 residents (managers & higher professions)
- 1,621% capital income share
11th Arrondissementin the Paris 11e Arrondissement districtalso spans Porte Saint-MartinScore 70
- ≈36,247 residents (managers & higher professions)
- 1,536% capital income share
15th Arrondissementin the Paris 15e Arrondissement districtScore 69
- ≈33,171 residents (managers & higher professions)
- 1,747% capital income share
Ternesin the Paris 17e Arrondissement districtalso spans l'EuropeScore 66
- ≈22,028 residents (managers & higher professions)
- 2,752% capital income share
6th Arrondissementin the Paris 6e Arrondissement districtalso spans 5th ArrondissementScore 67
- ≈16,354 residents (managers & higher professions)
- 3,812% capital income share

How this query was built

The socio-professional table counts households by the occupation class of their reference person; the income-composition table says how much local income comes from assets. Both are household measures, and the pairing finds districts where a professional profile and asset income coincide.

Field	Ranks higher when	Weight	Why it’s here
Managers & higher professions	higher	55%	Households whose reference person is a manager or in a higher profession — a published class.
Capital income share	higher	45%	The published share of total household income coming from capital.

What this can’t tell you

The socio-professional class is recorded once per household and applied to all its members, so this is not a count of managers. And the two tables are separate — it does not establish that the manager households are the ones with capital income.

Try changing it

· Drop the capital term to rank on manager households alone.
· Swap in the intermediate-professions class to move down the occupational ladder.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Managers & higher professions (higher ranks higher, weight 0.55) and Capital income share (higher ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. 9th Arrondissement (Paris 9e Arrondissement) ranks #1 with a score of 69.9/100 across 49 blocks: ≈38,096 residents (managers & higher professions) and 1,621% capital income share. It spans Batignolles. 11th Arrondissement (Paris 11e Arrondissement) ranks #2 with a score of 69.8/100 across 49 blocks: ≈36,247 residents (managers & higher professions) and 1,536% capital income share. It spans Porte Saint-Martin. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 68.8/100 across 49 blocks: ≈33,171 residents (managers & higher professions) and 1,747% capital income share. Ternes (Paris 17e Arrondissement) ranks #4 with a score of 66.4/100 across 50 blocks: ≈22,028 residents (managers & higher professions) and 2,752% capital income share. It spans l'Europe. 6th Arrondissement (Paris 6e Arrondissement) ranks #5 with a score of 67.4/100 across 49 blocks: ≈16,354 residents (managers & higher professions) and 3,812% capital income share. It spans 5th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Managers & higher professions (2021) and Capital income share (2021). 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Managers & higher professions (count) source
Capital income share (rate) source

Open this query on the Paris map and change it

Where do artisan, trader and business-owner households live in Paris?

artisan, trader and business-owner households — the INSEE socio-professional category of the household reference person

In Paris, the highest-ranking areas are 9th Arrondissement (Paris 9e Arrondissement), 2nd Arrondissement (Paris 2e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 9th Arrondissement (Paris 9e Arrondissement) leads with a score of 82.6/100 across 49 blocks, where the data shows ≈4,905 residents (artisans, traders & business owners). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

9th Arrondissementin the Paris 9e Arrondissement districtalso spans Grandes CarrieresScore 83
- ≈4,905 residents (artisans, traders & business owners)
2nd Arrondissementin the Paris 2e Arrondissement districtalso spans Saint-AmbroiseScore 81
- ≈4,289 residents (artisans, traders & business owners)
15th Arrondissementin the Paris 15e Arrondissement districtalso spans l'Ecole MilitaireScore 71
- ≈3,500 residents (artisans, traders & business owners)
Ternesin the Paris 17e Arrondissement districtalso spans l'EuropeScore 69
- ≈3,449 residents (artisans, traders & business owners)
20th Arrondissementin the Paris 20e Arrondissement districtalso spans CombatScore 69
- ≈3,273 residents (artisans, traders & business owners)

How this query was built

The census records one socio-professional category (CSP) per household, taken from its reference person, and publishes the counts per IRIS. Each page here reports a single published class, counted directly.

Field	Ranks higher when	Weight	Why it’s here
Artisans, traders & business owners	higher	100%	Households whose reference person is an artisan, trader or business owner — a published CSP class.

What this can’t tell you

The category describes the household's reference person and is applied to the whole household, so these are not counts of people in that occupation. Nothing here says what those households earn — income is a separate published table.

Try changing it

· Compare two categories side by side to see how differently they distribute.
· Add median household income to see how occupation class and income line up.

All of these are adjustable on the Paris map on the Free Tier.

The same query, retargeted

Where do manager and higher-profession households live in Paris?
Top areas: 17th Arrondissement, 11th Arrondissement and Grenelle — ≈43,685 residents (managers & higher professions).
Open it on the Paris map
Where do intermediate-profession households live in Paris?
Top areas: Quartier de Clignancourt, 20th Arrondissement and Quartier de Charonne — ≈19,747 residents (intermediate professions).
Open it on the Paris map
Where do clerical and service employee households live in Paris?
Top areas: 20th Arrondissement, Quartier de Clignancourt and 15th Arrondissement — ≈12,954 residents (clerical & service employees).
Open it on the Paris map
Where do manual-worker households live in Paris?
Top areas: d'Amerique, Villette and Grandes Carrieres — ≈6,095 residents (manual workers).
Open it on the Paris map
Where do retired households live in Paris?
Top areas: Grenelle, 20th Arrondissement and Charonne — ≈20,072 residents (retired).
Open it on the Paris map

Same fields and weights, only the category swapped — adjust any of them on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Artisans, traders & business owners (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 9th Arrondissement (Paris 9e Arrondissement) ranks #1 with a score of 82.6/100 across 49 blocks: ≈4,905 residents (artisans, traders & business owners). It spans Grandes Carrieres. 2nd Arrondissement (Paris 2e Arrondissement) ranks #2 with a score of 80.8/100 across 49 blocks: ≈4,289 residents (artisans, traders & business owners). It spans Saint-Ambroise. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 70.7/100 across 49 blocks: ≈3,500 residents (artisans, traders & business owners). It spans l'Ecole Militaire. Ternes (Paris 17e Arrondissement) ranks #4 with a score of 68.9/100 across 49 blocks: ≈3,449 residents (artisans, traders & business owners). It spans l'Europe. 20th Arrondissement (Paris 20e Arrondissement) ranks #5 with a score of 68.9/100 across 48 blocks: ≈3,273 residents (artisans, traders & business owners). It spans Combat. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Artisans, traders & business owners (2021). 1,080 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Artisans, traders & business owners (count) source

Open this query on the Paris map and change it

Where does the top of Paris's income distribution sit?

9th-decile household income per consumption unit — INSEE, IRIS level

In Paris, the highest-ranking areas are 16th Arrondissement (Paris 16e Arrondissement), Saint-Thomas d'Aquin (Paris 7e Arrondissement) and l'Europe (Paris 8e Arrondissement). 16th Arrondissement (Paris 16e Arrondissement) leads with a score of 90.4/100 across 49 blocks, where the data shows median income: 143,850. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

16th Arrondissementin the Paris 16e Arrondissement districtalso spans ChaillotScore 90
- median income: 143,850
Saint-Thomas d'Aquinin the Paris 7e Arrondissement districtalso spans 15th ArrondissementScore 90
- median income: 146,127
l'Europein the Paris 8e Arrondissement districtalso spans BatignollesScore 83
- median income: 121,466
La Monnaiein the Paris 6e Arrondissement districtalso spans 11th ArrondissementScore 70
- median income: 87,874
La Muettein the Paris 16e Arrondissement districtalso spans JavelScore 71
- median income: 98,393

How this query was built

The 9th decile is the income above which the top tenth of local households sit. It moves independently of the median: two districts can share a median while one has a much higher top decile.

Field	Ranks higher when	Weight	Why it’s here
9th decile income (EUR/yr per CU)	higher	100%	The published 9th decile of household income per consumption unit.

What this can’t tell you

It says nothing about how many households are up there, nor about assets, spending or the people themselves. Like every income field it is published per IRIS district and distributed inside it.

Try changing it

· Compare with the median to see where the top pulls away from the middle.
· Add the share of household income coming from capital.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 9th decile income (EUR/yr per CU) (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 16th Arrondissement (Paris 16e Arrondissement) ranks #1 with a score of 90.4/100 across 49 blocks: median income: 143,850. It spans Chaillot. Saint-Thomas d'Aquin (Paris 7e Arrondissement) ranks #2 with a score of 90.4/100 across 48 blocks: median income: 146,127. It spans 15th Arrondissement. l'Europe (Paris 8e Arrondissement) ranks #3 with a score of 82.8/100 across 47 blocks: median income: 121,466. It spans Batignolles. La Monnaie (Paris 6e Arrondissement) ranks #4 with a score of 69.5/100 across 48 blocks: median income: 87,874. It spans 11th Arrondissement. La Muette (Paris 16e Arrondissement) ranks #5 with a score of 71/100 across 46 blocks: median income: 98,393. It spans Javel. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 9th decile income (EUR/yr per CU) (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
9th decile income (EUR/yr per CU) (mean) source

Open this query on the Paris map and change it

Where do Paris's manager households and restaurant density overlap?

Manager and higher-profession households blended with mapped restaurants — an overlap index

In Paris, the highest-ranking areas are 11th Arrondissement (north-east) (Paris 11e Arrondissement), Batignolles (Paris 17e Arrondissement) and Grenelle (Paris 15e Arrondissement). 11th Arrondissement (north-east) (Paris 11e Arrondissement) leads with a score of 82.3/100 across 49 blocks, where the data shows ≈35,383 residents (managers & higher professions) and ≈724 all restaurants venues nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

11th Arrondissement (north-east)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, MailScore 82
- ≈35,383 residents (managers & higher professions)
- ≈724 all restaurants venues nearby
Batignollesin the Paris 17e Arrondissement districtalso spans Quartier de ClignancourtScore 81
- ≈42,229 residents (managers & higher professions)
- ≈482 all restaurants venues nearby
Grenellein the Paris 15e Arrondissement districtalso spans Saint-LambertScore 72
- ≈33,972 residents (managers & higher professions)
- ≈264 all restaurants venues nearby
11th Arrondissement (east)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, Quartier de CharonneScore 71
- ≈33,531 residents (managers & higher professions)
- ≈348 all restaurants venues nearby
5th Arrondissementin the Paris 5e Arrondissement districtalso spans 13th ArrondissementScore 61
- ≈25,000 residents (managers & higher professions)
- ≈247 all restaurants venues nearby

How this query was built

Households whose reference person is a manager or higher professional, alongside mapped restaurant count. The pairing marks the districts where a high-spend residential profile and an existing restaurant cluster sit together.

Field	Ranks higher when	Weight	Why it’s here
Managers & higher professions	higher	55%	Households whose reference person is a manager or in a higher profession.
restaurant	higher	45%	Rollup count of mapped restaurants.

What this can’t tell you

The socio-professional class is recorded once per household, so this is not a count of managers. Restaurant records carry no price band, cover count or turnover, and residents are not the only customers.

Try changing it

· Invert the restaurant term to find the same profile with thinner supply.
· Swap the household class for median income.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Managers & higher professions (higher ranks higher, weight 0.55) and restaurant (higher ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. 11th Arrondissement (north-east) (Paris 11e Arrondissement) ranks #1 with a score of 82.3/100 across 49 blocks: ≈35,383 residents (managers & higher professions) and ≈724 all restaurants venues nearby. It spans 11th Arrondissement and Mail. Batignolles (Paris 17e Arrondissement) ranks #2 with a score of 81.2/100 across 49 blocks: ≈42,229 residents (managers & higher professions) and ≈482 all restaurants venues nearby. It spans Quartier de Clignancourt. Grenelle (Paris 15e Arrondissement) ranks #3 with a score of 71.6/100 across 49 blocks: ≈33,972 residents (managers & higher professions) and ≈264 all restaurants venues nearby. It spans Saint-Lambert. 11th Arrondissement (east) (Paris 11e Arrondissement) ranks #4 with a score of 71.4/100 across 49 blocks: ≈33,531 residents (managers & higher professions) and ≈348 all restaurants venues nearby. It spans 11th Arrondissement and Quartier de Charonne. 5th Arrondissement (Paris 5e Arrondissement) ranks #5 with a score of 60.7/100 across 49 blocks: ≈25,000 residents (managers & higher professions) and ≈247 all restaurants venues nearby. It spans 13th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Managers & higher professions (2021) and restaurant. 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Managers & higher professions (count) source

Open this query on the Paris map and change it

Where do Paris's residents aged 65–79 and pharmacies overlap?

The 65–79 age band blended with mapped pharmacies — an overlap index

In Paris, the highest-ranking areas are Clignancourt (Paris 18e Arrondissement), Belleville (Paris 20e Arrondissement) and Saint-Lambert (Paris 15e Arrondissement). Clignancourt (Paris 18e Arrondissement) leads with a score of 67.4/100 across 49 blocks, where the data shows ≈19,199 residents aged 65–79 and ≈79 pharmacies nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Clignancourtin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 67
- ≈19,199 residents aged 65–79
- ≈79 pharmacies nearby
Bellevillein the Paris 20e Arrondissement districtalso spans La RoquetteScore 67
- ≈21,005 residents aged 65–79
- ≈61 pharmacies nearby
Saint-Lambertin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 64
- ≈21,200 residents aged 65–79
- ≈53 pharmacies nearby
La Roquettein the Paris 11e Arrondissement districtalso spans 12th ArrondissementScore 59
- ≈18,865 residents aged 65–79
- ≈47 pharmacies nearby
Garein the Paris 13e Arrondissement districtalso spans Parc de MontsourisScore 57
- ≈20,062 residents aged 65–79
- ≈38 pharmacies nearby

How this query was built

The published age band alongside mapped pharmacy count. Ranking both up shows where an older resident base and existing pharmacy presence coincide; scoring the pharmacy term down instead turns the same recipe into a coverage question.

Field	Ranks higher when	Weight	Why it’s here
65-79 years	higher	60%	The published 65-79 age band.
pharmacy	higher	40%	Count of mapped pharmacies in the area.

What this can’t tell you

Nothing about health, prescriptions or care needs, and a pharmacy record carries no size or opening hours. French pharmacy locations are also regulated by a numerus clausus, so presence reflects licensing as much as demand.

Try changing it

· Invert the pharmacy term to find older areas with the thinnest pharmacy presence.
· Swap the age band for 80 and over.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 65-79 years (higher ranks higher, weight 0.6) and pharmacy (higher ranks higher, weight 0.4), then groups the top-scoring blocks into the areas below. Clignancourt (Paris 18e Arrondissement) ranks #1 with a score of 67.4/100 across 49 blocks: ≈19,199 residents aged 65–79 and ≈79 pharmacies nearby. It spans 9th Arrondissement. Belleville (Paris 20e Arrondissement) ranks #2 with a score of 67.3/100 across 49 blocks: ≈21,005 residents aged 65–79 and ≈61 pharmacies nearby. It spans La Roquette. Saint-Lambert (Paris 15e Arrondissement) ranks #3 with a score of 64.1/100 across 49 blocks: ≈21,200 residents aged 65–79 and ≈53 pharmacies nearby. It spans 15th Arrondissement. La Roquette (Paris 11e Arrondissement) ranks #4 with a score of 58.6/100 across 49 blocks: ≈18,865 residents aged 65–79 and ≈47 pharmacies nearby. It spans 12th Arrondissement. Gare (Paris 13e Arrondissement) ranks #5 with a score of 57/100 across 49 blocks: ≈20,062 residents aged 65–79 and ≈38 pharmacies nearby. It spans Parc de Montsouris. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 65-79 years (2021) and pharmacy. 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
65-79 years (count) source

Open this query on the Paris map and change it

Pensions' share of total household income — INSEE, IRIS level

In Paris, the highest-ranking areas are Gare (Paris 13e Arrondissement), Saint-Lambert (Paris 15e Arrondissement) and Javel (Paris 15e Arrondissement). Gare (Paris 13e Arrondissement) leads with a score of 90.3/100 across 49 blocks, where the data shows 2,626% pensions & retirement share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Garein the Paris 13e Arrondissement districtalso spans 14th arrondissementScore 90
- 2,626% pensions & retirement share
Saint-Lambertin the Paris 15e Arrondissement districtalso spans Paris 14e ArrondissementScore 79
- 2,384% pensions & retirement share
Javelin the Paris 15e Arrondissement districtScore 79
- 2,394% pensions & retirement share
Bel-Airin the Paris 12e Arrondissement districtalso spans 11th ArrondissementScore 72
- 2,258% pensions & retirement share
Montparnassein the Paris 14e Arrondissement districtalso spans 6th ArrondissementScore 58
- 2,038% pensions & retirement share

How this query was built

A published income-composition share. Because it is measured on income rather than on people, it identifies districts whose economy is built on retirement income — which is a different thing from where the 65+ age band is largest.

Field	Ranks higher when	Weight	Why it’s here
Pensions & retirement share	higher	100%	The published share of total household income coming from pensions and retirement.

What this can’t tell you

It is not a count of retired residents and cannot be read as one: pensions are a household income source, and age is a separate table over individuals.

Try changing it

· Compare with the 65-79 age band to see where the two readings diverge.
· Add retired-reference-person households from the socio-professional table.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Pensions & retirement share (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Gare (Paris 13e Arrondissement) ranks #1 with a score of 90.3/100 across 49 blocks: 2,626% pensions & retirement share. It spans 14th arrondissement. Saint-Lambert (Paris 15e Arrondissement) ranks #2 with a score of 79.4/100 across 49 blocks: 2,384% pensions & retirement share. It spans Paris 14e Arrondissement. Javel (Paris 15e Arrondissement) ranks #3 with a score of 79/100 across 48 blocks: 2,394% pensions & retirement share. Bel-Air (Paris 12e Arrondissement) ranks #4 with a score of 72.2/100 across 49 blocks: 2,258% pensions & retirement share. It spans 11th Arrondissement. Montparnasse (Paris 14e Arrondissement) ranks #5 with a score of 57.7/100 across 49 blocks: 2,038% pensions & retirement share. It spans 6th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Pensions & retirement share (2021). 949 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Pensions & retirement share (rate) source

Open this query on the Paris map and change it

Where is Paris most built on retirement income?

Retired-reference-person households blended with the pensions income share — a retirement index (INSEE)

In Paris, the areas with the highest scores are Gare (Paris 13e Arrondissement), Saint-Lambert (Paris 15e Arrondissement), and Picpus (Paris 12e Arrondissement). Gare (Paris 13e Arrondissement) leads with a score of 81/100 across 49 blocks, showing ≈17,237 residents (retired) and 2,622% pensions & retirement share. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Garein the Paris 13e Arrondissement districtalso spans Parc de MontsourisScore 81
- ≈17,237 residents (retired)
- 2,622% pensions & retirement share
Saint-Lambertin the Paris 15e Arrondissement districtalso spans JavelScore 78
- ≈20,072 residents (retired)
- 2,312% pensions & retirement share
Picpusin the Paris 12e Arrondissement districtalso spans CharonneScore 72
- ≈18,762 residents (retired)
- 2,159% pensions & retirement share
Plaisancein the Paris 14e Arrondissement districtalso spans Quartier du Parc-de-MontsourisScore 75
- ≈15,735 residents (retired)
- 2,382% pensions & retirement share
6th Arrondissementin the Paris 6e Arrondissement districtalso spans Saint-VictorScore 59
- ≈10,097 residents (retired)
- 2,124% pensions & retirement share

How this query was built

Two independent household readings — how many households have a retired reference person, and how much of local income comes from pensions. Together they separate districts with a few very pension-dependent households from districts where retirement is the dominant pattern.

Field	Ranks higher when	Weight	Why it’s here
Retired	higher	50%	Households whose reference person is retired — a published socio-professional class.
Pensions & retirement share	higher	50%	The published share of total household income coming from pensions.

What this can’t tell you

Neither field counts people, so this is not a count of retired residents, and it says nothing about health, care needs or living arrangements.

Try changing it

· Compare with the 65-79 and 80+ age bands, which count residents rather than households.
· Add pharmacies to weigh the profile against existing health-service presence.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This analysis ranks every block in Paris based on Retired (higher ranks higher, weight 0.5) and Pensions & retirement share (higher ranks higher, weight 0.5). The top-scoring blocks are then grouped into the areas listed below. Gare (Paris 13e Arrondissement) ranks #1 with a score of 81/100 across 49 blocks, showing ≈17,237 residents (retired) and 2,622% pensions & retirement share. Saint-Lambert (Paris 15e Arrondissement) ranks #2 with a score of 78.3/100 across 49 blocks, showing ≈20,072 residents (retired) and 2,312% pensions & retirement share. Picpus (Paris 12e Arrondissement) ranks #3 with a score of 71.5/100 across 51 blocks, showing ≈18,762 residents (retired) and 2,159% pensions & retirement share. Plaisance (Paris 14e Arrondissement) ranks #4 with a score of 74.7/100 across 48 blocks, showing ≈15,735 residents (retired) and 2,382% pensions & retirement share. 6th Arrondissement (Paris 6e Arrondissement) ranks #5 with a score of 59.1/100 across 48 blocks, showing ≈10,097 residents (retired) and 2,124% pensions & retirement share. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Retired (2021) and Pensions & retirement share (2021). 1,083 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Retired (count) source
Pensions & retirement share (rate) source

Open this query on the Paris map and change it

Where do couples without children at home live in Paris?

Couple families with no child at home — INSEE census, IRIS level

In Paris, the areas with the highest scores are Grenelle (Paris 15e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement), and 11th Arrondissement (east) (Paris 11e Arrondissement). Grenelle leads with a score of 80.9/100 across 50 blocks, showing ≈19,457 residents (couple without children). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.

Grenellein the Paris 15e Arrondissement districtalso spans Saint-LambertScore 81
- ≈19,457 residents (couple without children)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans Quartier des BatignollesScore 82
- ≈20,745 residents (couple without children)
11th Arrondissement (east)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, CombatScore 80
- ≈18,286 residents (couple without children)
11th Arrondissement (east 2)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, Bel-AirScore 76
- ≈17,174 residents (couple without children)
Garein the Paris 13e Arrondissement districtalso spans CroulebarbeScore 68
- ≈15,011 residents (couple without children)

How this query was built

A published family-form cell. It covers couples who never had children as well as those whose children have left home — the data does not separate the two, which is why the page describes the family form rather than a life stage.

Field	Ranks higher when	Weight	Why it’s here
Couple without children	higher	100%	Published count of couple families with no child living at home.

What this can’t tell you

Nothing about the age of those couples, so it is not a retirement indicator on its own.

Try changing it

· Add the 65-79 age band to see which of these areas skew older.
· Compare with couples with children.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This analysis ranks every block in Paris based on the presence of couple without children (higher ranks indicate more, with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below. Grenelle (Paris 15e Arrondissement) ranks #1 with a score of 80.9/100 across 50 blocks, containing ≈19,457 residents (couple without children). Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 82.3/100 across 49 blocks, containing ≈20,745 residents (couple without children). 11th Arrondissement (east) (Paris 11e Arrondissement) ranks #3 with a score of 79.7/100 across 49 blocks, containing ≈18,286 residents (couple without children). 11th Arrondissement (east 2) (Paris 11e Arrondissement) ranks #4 with a score of 76/100 across 49 blocks, containing ≈17,174 residents (couple without children). Gare (Paris 13e Arrondissement) ranks #5 with a score of 68.4/100 across 49 blocks, containing ≈15,011 residents (couple without children). Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Couple without children (2021). 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Couple without children (count) source

Open this query on the Paris map and change it

Where do residents aged 18–24 live in Paris?

The published 18–24 age band — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are 15th Arrondissement (Paris 15e Arrondissement), Saint-Fargeau (Paris 20e Arrondissement) and 17th Arrondissement (Paris 17e Arrondissement). 15th Arrondissement (Paris 15e Arrondissement) leads with a score of 82.1/100 across 49 blocks, where the data shows ≈11,622 residents aged 18–24. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 82
- ≈11,622 residents aged 18–24
Saint-Fargeauin the Paris 20e Arrondissement districtalso spans l'Hopital Saint-LouisScore 75
- ≈10,706 residents aged 18–24
17th Arrondissementin the Paris 17e Arrondissement districtalso spans Quartier de ClignancourtScore 72
- ≈9,896 residents aged 18–24
Charonnein the Paris 20e Arrondissement districtalso spans 12th ArrondissementScore 70
- ≈9,755 residents aged 18–24
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 70
- ≈10,083 residents aged 18–24

How this query was built

The literal published band, used under its own name. Marketing cohort labels do not line up with census bands, so naming the band directly is both more accurate and just as findable.

Field	Ranks higher when	Weight	Why it’s here
18-24 years	higher	100%	The published 18-24 age band, used under its own label.

What this can’t tell you

Nothing about whether these residents are students, employed or what they earn — the fiscal grid carries no enrolment or activity table.

Try changing it

· Add education venues to see which of these areas sit near campuses.
· Compare with the 25-39 band.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 18-24 years (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 15th Arrondissement (Paris 15e Arrondissement) ranks #1 with a score of 82.1/100 across 49 blocks: ≈11,622 residents aged 18–24. It spans Saint-Lambert. Saint-Fargeau (Paris 20e Arrondissement) ranks #2 with a score of 75/100 across 50 blocks: ≈10,706 residents aged 18–24. It spans l'Hopital Saint-Louis. 17th Arrondissement (Paris 17e Arrondissement) ranks #3 with a score of 72.1/100 across 49 blocks: ≈9,896 residents aged 18–24. It spans Quartier de Clignancourt. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 70.2/100 across 49 blocks: ≈9,755 residents aged 18–24. It spans 12th Arrondissement. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 70/100 across 49 blocks: ≈10,083 residents aged 18–24. It spans Croulebarbe. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 18-24 years (2021). 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
18-24 years (count) source

Open this query on the Paris map and change it

Where do residents aged 25–39 live in Paris?

The published 25–39 age band — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are 17th Arrondissement (Paris 17e Arrondissement), 11th Arrondissement (Paris 11e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 17th Arrondissement (Paris 17e Arrondissement) leads with a score of 86.4/100 across 49 blocks, where the data shows ≈51,946 residents aged 25–39. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

17th Arrondissementin the Paris 17e Arrondissement districtalso spans La Goutte d'OrScore 86
- ≈51,946 residents aged 25–39
11th Arrondissementin the Paris 11e Arrondissement districtalso spans Pere-LachaiseScore 86
- ≈48,884 residents aged 25–39
15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 78
- ≈40,710 residents aged 25–39
La Roquettein the Paris 11e Arrondissement districtalso spans 12th ArrondissementScore 76
- ≈40,391 residents aged 25–39
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 65
- ≈30,878 residents aged 25–39

How this query was built

The literal published band. The pipeline does not relabel it as a generation, because a 15-year census band and a marketing cohort are not the same set of people.

Field	Ranks higher when	Weight	Why it’s here
25-39 years	higher	100%	The published 25-39 age band, used under its own label.

What this can’t tell you

Nothing about income, household form or tenure — those are separate tables that cannot be crossed with age at this geography.

Try changing it

· Add median income to build an overlap index of the two signals.
· Compare with couples with children to see where the age band and family life diverge.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 25-39 years (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 17th Arrondissement (Paris 17e Arrondissement) ranks #1 with a score of 86.4/100 across 49 blocks: ≈51,946 residents aged 25–39. It spans La Goutte d'Or. 11th Arrondissement (Paris 11e Arrondissement) ranks #2 with a score of 86.1/100 across 49 blocks: ≈48,884 residents aged 25–39. It spans Pere-Lachaise. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 77.7/100 across 49 blocks: ≈40,710 residents aged 25–39. It spans Saint-Lambert. La Roquette (Paris 11e Arrondissement) ranks #4 with a score of 76.3/100 across 49 blocks: ≈40,391 residents aged 25–39. It spans 12th Arrondissement. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 64.7/100 across 49 blocks: ≈30,878 residents aged 25–39. It spans Croulebarbe. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 25-39 years (2021). 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
25-39 years (count) source

Open this query on the Paris map and change it

Where do residents aged 40–54 live in Paris?

The published 40–54 age band — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement) and Saint-Lambert (Paris 15e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 83.8/100 across 51 blocks, where the data shows ≈36,586 residents aged 40–54. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans l'Hopital Saint-LouisScore 84
- ≈36,586 residents aged 40–54
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans 17th ArrondissementScore 83
- ≈34,648 residents aged 40–54
Saint-Lambertin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 75
- ≈29,799 residents aged 40–54
Charonnein the Paris 20e Arrondissement districtalso spans BercyScore 73
- ≈29,124 residents aged 40–54
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 66
- ≈26,529 residents aged 40–54

How this query was built

The published mid-career band, counted directly. It is the band most likely to be running a household with school-age children, though the data cannot confirm that for any individual area.

Field	Ranks higher when	Weight	Why it’s here
40-54 years	higher	100%	The published 40-54 age band, used under its own label.

What this can’t tell you

Nothing about parenthood, income or occupation — those live in separate tables over households, not over individuals.

Try changing it

· Add couple families with children to see where the two coincide.
· Compare with the 25-39 band.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 40-54 years (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 83.8/100 across 51 blocks: ≈36,586 residents aged 40–54. It spans l'Hopital Saint-Louis. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 82.8/100 across 49 blocks: ≈34,648 residents aged 40–54. It spans 17th Arrondissement. Saint-Lambert (Paris 15e Arrondissement) ranks #3 with a score of 75.4/100 across 49 blocks: ≈29,799 residents aged 40–54. It spans 15th Arrondissement. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 72.7/100 across 49 blocks: ≈29,124 residents aged 40–54. It spans Bercy. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 66.1/100 across 49 blocks: ≈26,529 residents aged 40–54. It spans Croulebarbe. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 40-54 years (2021). 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
40-54 years (count) source

Open this query on the Paris map and change it

Where do residents aged 65–79 live in Paris?

The published 65–79 age band — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), Saint-Lambert (Paris 15e Arrondissement) and Clignancourt (Paris 18e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 79.1/100 across 50 blocks, where the data shows ≈22,611 residents aged 65–79. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans VilletteScore 79
- ≈22,611 residents aged 65–79
Saint-Lambertin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 79
- ≈21,200 residents aged 65–79
Clignancourtin the Paris 18e Arrondissement districtalso spans Saint-GeorgesScore 75
- ≈20,524 residents aged 65–79
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 75
- ≈21,476 residents aged 65–79
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 73
- ≈19,580 residents aged 65–79

How this query was built

The published band for early retirement age, counted directly rather than rolled into a single "65 and over" figure — France publishes 65-79 and 80+ separately, and the two behave very differently.

Field	Ranks higher when	Weight	Why it’s here
65-79 years	higher	100%	The published 65-79 age band, used under its own label.

What this can’t tell you

Nothing about health, income, care needs or living arrangements.

Try changing it

· Compare with the 80+ band, which has a different geography of care needs.
· Add pharmacies to weigh the age profile against health-service presence.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 65-79 years (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 79.1/100 across 50 blocks: ≈22,611 residents aged 65–79. Saint-Lambert (Paris 15e Arrondissement) ranks #2 with a score of 78.5/100 across 49 blocks: ≈21,200 residents aged 65–79. Clignancourt (Paris 18e Arrondissement) ranks #3 with a score of 75.3/100 across 50 blocks: ≈20,524 residents aged 65–79. 13th Arrondissement (Paris 13e Arrondissement) ranks #4 with a score of 75.2/100 across 49 blocks: ≈21,476 residents aged 65–79. Charonne (Paris 20e Arrondissement) ranks #5 with a score of 72.6/100 across 49 blocks: ≈19,580 residents aged 65–79. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 65-79 years (2021). 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
65-79 years (count) source

Open this query on the Paris map and change it

Where do residents aged 80 and over live in Paris?

The published 80-and-over age band — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Lambert (Paris 15e Arrondissement), Grandes Carrieres (Paris 18e Arrondissement) and 11th Arrondissement (Paris 11e Arrondissement). Saint-Lambert (Paris 15e Arrondissement) leads with a score of 85.1/100 across 49 blocks, where the data shows ≈9,882 residents aged 80–120. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Lambertin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 85
- ≈9,882 residents aged 80–120
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans ClignancourtScore 71
- ≈7,574 residents aged 80–120
11th Arrondissementin the Paris 11e Arrondissement districtalso spans 12th ArrondissementScore 72
- ≈7,719 residents aged 80–120
Maison Blanchein the Paris 13e Arrondissement districtalso spans 13th ArrondissementScore 72
- ≈7,785 residents aged 80–120
Saint-Fargeauin the Paris 20e Arrondissement districtalso spans 11th ArrondissementScore 68
- ≈7,189 residents aged 80–120

How this query was built

The oldest published band, counted on its own. It is the band that drives home-care, mobility and pharmacy demand, and it does not sit where the 65-79 band sits.

Field	Ranks higher when	Weight	Why it’s here
80+ years	higher	100%	The published 80-and-over age band, used under its own label.

What this can’t tell you

Nothing about health status, whether residents live alone, or whether they live in a care institution rather than a private household.

Try changing it

· Compare with the 65-79 band.
· Add health and medical venues to see where provision and the age band coincide.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 80+ years (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Lambert (Paris 15e Arrondissement) ranks #1 with a score of 85.1/100 across 49 blocks: ≈9,882 residents aged 80–120. It spans 15th Arrondissement. Grandes Carrieres (Paris 18e Arrondissement) ranks #2 with a score of 70.6/100 across 50 blocks: ≈7,574 residents aged 80–120. It spans Clignancourt. 11th Arrondissement (Paris 11e Arrondissement) ranks #3 with a score of 71.8/100 across 49 blocks: ≈7,719 residents aged 80–120. It spans 12th Arrondissement. Maison Blanche (Paris 13e Arrondissement) ranks #4 with a score of 71.8/100 across 49 blocks: ≈7,785 residents aged 80–120. It spans 13th Arrondissement. Saint-Fargeau (Paris 20e Arrondissement) ranks #5 with a score of 67.8/100 across 50 blocks: ≈7,189 residents aged 80–120. It spans 11th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 80+ years (2021). 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
80+ years (count) source

Open this query on the Paris map and change it

Where do Paris's 18–24 year olds live near education venues?

The 18–24 age band blended with mapped education venues — an overlap index

In Paris, the highest-ranking areas are 15th Arrondissement (Paris 15e Arrondissement), 11th Arrondissement (Paris 11e Arrondissement) and 9th Arrondissement (Paris 9e Arrondissement). 15th Arrondissement (Paris 15e Arrondissement) leads with a score of 73.4/100 across 49 blocks, where the data shows ≈11,622 residents aged 18–24 and ≈214 education venues nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 73
- ≈11,622 residents aged 18–24
- ≈214 education venues nearby
11th Arrondissementin the Paris 11e Arrondissement districtalso spans 3rd ArrondissementScore 72
- ≈9,884 residents aged 18–24
- ≈300 education venues nearby
9th Arrondissementin the Paris 9e Arrondissement districtalso spans Grandes CarrieresScore 68
- ≈9,485 residents aged 18–24
- ≈243 education venues nearby
13th Arrondissementin the Paris 13e Arrondissement districtalso spans Maison BlancheScore 66
- ≈10,192 residents aged 18–24
- ≈200 education venues nearby
Quinze-Vingtsin the Paris 12e Arrondissement districtalso spans Quartier de CharonneScore 64
- ≈9,492 residents aged 18–24
- ≈197 education venues nearby

How this query was built

The published 18-24 band alongside the count of mapped education venues. Residents are counted where they live and venues where they stand, so the index finds areas where both run high.

Field	Ranks higher when	Weight	Why it’s here
18-24 years	higher	60%	The published 18-24 age band.
education	higher	40%	Rollup count of mapped education venues.

What this can’t tell you

It does not identify students: the French fiscal grid carries no enrolment table, and a university in the hex does not mean the residents attend it. Venue counts are presence, not size — one grande école and one primary school each count as one.

Try changing it

· Drop the venue term to rank on the age band alone.
· Swap education venues for bars and nightlife.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on 18-24 years (higher ranks higher, weight 0.6) and education (higher ranks higher, weight 0.4), then groups the top-scoring blocks into the areas below. 15th Arrondissement (Paris 15e Arrondissement) ranks #1 with a score of 73.4/100 across 49 blocks: ≈11,622 residents aged 18–24 and ≈214 education venues nearby. It spans Saint-Lambert. 11th Arrondissement (Paris 11e Arrondissement) ranks #2 with a score of 72.3/100 across 49 blocks: ≈9,884 residents aged 18–24 and ≈300 education venues nearby. It spans 3rd Arrondissement. 9th Arrondissement (Paris 9e Arrondissement) ranks #3 with a score of 67.5/100 across 49 blocks: ≈9,485 residents aged 18–24 and ≈243 education venues nearby. It spans Grandes Carrieres. 13th Arrondissement (Paris 13e Arrondissement) ranks #4 with a score of 66/100 across 49 blocks: ≈10,192 residents aged 18–24 and ≈200 education venues nearby. It spans Maison Blanche. Quinze-Vingts (Paris 12e Arrondissement) ranks #5 with a score of 64/100 across 49 blocks: ≈9,492 residents aged 18–24 and ≈197 education venues nearby. It spans Quartier de Charonne. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 18-24 years (2021) and education. 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
18-24 years (count) source

Open this query on the Paris map and change it

Where do families with children and parks overlap in Paris?

Couple families with children blended with mapped parks — an overlap index

In Paris, Combat, Saint-Georges, and Javel are among the highest-ranking areas. Combat (Paris 19e Arrondissement) leads with a score of 63.1/100 across 50 blocks. This area shows ≈16,967 residents (couple with children) and ≈34 parks nearby. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.

Combatin the Paris 19e Arrondissement districtalso spans d'AmeriqueScore 63
- ≈16,967 residents (couple with children)
- ≈34 parks nearby
Saint-Georgesin the Paris 9e Arrondissement districtalso spans ClignancourtScore 63
- ≈15,573 residents (couple with children)
- ≈36 parks nearby
Javelin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 55
- ≈14,429 residents (couple with children)
- ≈20 parks nearby
Quartier de Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 54
- ≈13,336 residents (couple with children)
- ≈31 parks nearby
Maison Blanchein the Paris 13e Arrondissement districtalso spans GareScore 52
- ≈12,307 residents (couple with children)
- ≈23 parks nearby

How this query was built

Published family counts alongside mapped park records. Families are counted at their homes and parks where they are, so this ranks areas where both are present rather than claiming those families use those parks.

Field	Ranks higher when	Weight	Why it’s here
Couple with children	higher	60%	Published count of couple families with at least one child living at home.
park	higher	40%	Count of mapped parks in the area.

What this can’t tell you

A park record has no size: a pocket square and the Bois de Vincennes each count as one, so this is a presence index, not a green-space measure.

Try changing it

· Swap parks for education venues to weigh schooling instead.
· Drop the park term to rank on family counts alone.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris based on the presence of Couple with children (higher ranks higher, weight 0.6) and parks (higher ranks higher, weight 0.4). The top-scoring blocks are then grouped into the areas listed below. Combat (Paris 19e Arrondissement) ranks #1 with a score of 63.1/100 across 50 blocks, showing ≈16,967 residents (couple with children) and ≈34 parks nearby. Saint-Georges (Paris 9e Arrondissement) ranks #2 with a score of 62.5/100 across 50 blocks, showing ≈15,573 residents (couple with children) and ≈36 parks nearby. Javel (Paris 15e Arrondissement) ranks #3 with a score of 55.1/100 across 49 blocks, showing ≈14,429 residents (couple with children) and ≈20 parks nearby. Quartier de Charonne (Paris 20e Arrondissement) ranks #4 with a score of 53.5/100 across 50 blocks, showing ≈13,336 residents (couple with children) and ≈31 parks nearby. Maison Blanche (Paris 13e Arrondissement) ranks #5 with a score of 51.5/100 across 49 blocks, showing ≈12,307 residents (couple with children) and ≈23 parks nearby.

Fields scored: Couple with children (2021) and park. 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Couple with children (count) source

Open this query on the Paris map and change it

Which parts of Paris have the most families with children at home?

Couple families with children blended with single-parent families — a family-with-children index (INSEE)

In Paris, the highest-ranking areas are 20th Arrondissement (Paris 20e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 20th Arrondissement (Paris 20e Arrondissement) leads with a score of 81.7/100 across 49 blocks, where the data shows ≈16,427 residents (couple with children) and ≈9,546 residents (single-parent family). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

20th Arrondissementin the Paris 20e Arrondissement districtalso spans VilletteScore 82
- ≈16,427 residents (couple with children)
- ≈9,546 residents (single-parent family)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans Quartier des BatignollesScore 79
- ≈15,438 residents (couple with children)
- ≈8,655 residents (single-parent family)
15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 74
- ≈14,429 residents (couple with children)
- ≈6,821 residents (single-parent family)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 72
- ≈13,299 residents (couple with children)
- ≈7,385 residents (single-parent family)
13th Arrondissementin the Paris 13e Arrondissement districtalso spans SalpetriereScore 70
- ≈12,408 residents (couple with children)
- ≈8,284 residents (single-parent family)

How this query was built

Both published family forms that have children at home, ranked together, so the answer does not miss single-parent areas the way a couples-only recipe does. Both fields come from the same IRIS family table, so this stays inside the family universe.

Field	Ranks higher when	Weight	Why it’s here
Couple with children	higher	55%	Published count of couple families with at least one child living at home.
Single-parent family	higher	45%	Published count of families formed by one parent and their children.

What this can’t tell you

It does not add the two counts — the scorer ranks each and blends the ranks — so this is an index over districts, not a total number of families. Nothing here describes children's ages or family income.

Try changing it

· Split it back into couple families and single-parent families to see which drives a district.
· Add education venues to weigh family presence against school and childcare provision.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Couple with children (higher ranks higher, weight 0.55) and Single-parent family (higher ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. 20th Arrondissement (Paris 20e Arrondissement) ranks #1 with a score of 81.7/100 across 49 blocks: ≈16,427 residents (couple with children) and ≈9,546 residents (single-parent family). It spans Villette. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 78.7/100 across 49 blocks: ≈15,438 residents (couple with children) and ≈8,655 residents (single-parent family). It spans Quartier des Batignolles. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 74.1/100 across 49 blocks: ≈14,429 residents (couple with children) and ≈6,821 residents (single-parent family). It spans Saint-Lambert. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 71.8/100 across 49 blocks: ≈13,299 residents (couple with children) and ≈7,385 residents (single-parent family). It spans Picpus. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 70/100 across 49 blocks: ≈12,408 residents (couple with children) and ≈8,284 residents (single-parent family). It spans Salpetriere. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Couple with children (2021) and Single-parent family (2021). 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Couple with children (count) source
Single-parent family (count) source

Open this query on the Paris map and change it

Where do people living alone have the most places to eat nearby in Paris?

One-person households blended with mapped eating and drinking venues — a solo-living overlap index

In Paris, the highest-ranking areas are Quartier de Clignancourt (Paris 18e Arrondissement), 11th Arrondissement (east) (Paris 11e Arrondissement) and Grenelle (Paris 15e Arrondissement). Quartier de Clignancourt (Paris 18e Arrondissement) leads with a score of 81.5/100 across 49 blocks, where the data shows ≈53,260 residents (single-person households) and ≈596 eat & drink venues nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans BatignollesScore 82
- ≈53,260 residents (single-person households)
- ≈596 eat & drink venues nearby
11th Arrondissement (east)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, 4th ArrondissementScore 81
- ≈46,759 residents (single-person households)
- ≈738 eat & drink venues nearby
Grenellein the Paris 15e Arrondissement districtalso spans Saint-LambertScore 73
- ≈43,347 residents (single-person households)
- ≈373 eat & drink venues nearby
2nd Arrondissementin the Paris 2e Arrondissement districtalso spans 9th ArrondissementScore 74
- ≈29,932 residents (single-person households)
- ≈1,167 eat & drink venues nearby
11th Arrondissement (east 2)in the Paris 11e Arrondissement districtalso spans 11th Arrondissement, Bel-AirScore 67
- ≈39,381 residents (single-person households)
- ≈290 eat & drink venues nearby

How this query was built

One-person households scored up alongside eating and drinking venue count. People living alone eat out more, so the pairing finds areas where that household form and the amenities that serve it coincide.

Field	Ranks higher when	Weight	Why it’s here
Single-person households	higher	65%	Published count of households with a single occupant.
eat and drink	higher	35%	Rollup count of mapped eating and drinking venues.

What this can’t tell you

Nothing about who lives alone — age and household size are separate tables at this geography. Venue count is presence, not capacity or trade.

Try changing it

· Drop the venue term to rank on one-person households alone.
· Swap in the 25-39 age band to profile the area differently.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Single-person households (higher ranks higher, weight 0.65) and eat and drink (higher ranks higher, weight 0.35), then groups the top-scoring blocks into the areas below. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #1 with a score of 81.5/100 across 49 blocks: ≈53,260 residents (single-person households) and ≈596 eat & drink venues nearby. It spans Batignolles. 11th Arrondissement (east) (Paris 11e Arrondissement) ranks #2 with a score of 81.2/100 across 49 blocks: ≈46,759 residents (single-person households) and ≈738 eat & drink venues nearby. It spans 11th Arrondissement and 4th Arrondissement. Grenelle (Paris 15e Arrondissement) ranks #3 with a score of 73.3/100 across 49 blocks: ≈43,347 residents (single-person households) and ≈373 eat & drink venues nearby. It spans Saint-Lambert. 2nd Arrondissement (Paris 2e Arrondissement) ranks #4 with a score of 74/100 across 45 blocks: ≈29,932 residents (single-person households) and ≈1,167 eat & drink venues nearby. It spans 9th Arrondissement. 11th Arrondissement (east 2) (Paris 11e Arrondissement) ranks #5 with a score of 66.9/100 across 49 blocks: ≈39,381 residents (single-person households) and ≈290 eat & drink venues nearby. It spans 11th Arrondissement and Bel-Air. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Single-person households (2021) and eat and drink. 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Single-person households (count) source

Open this query on the Paris map and change it

Where do children under 18 live in Paris?

The four published child age bands summed — INSEE Filosofi, 200 m grid

In Paris, areas with the highest concentration of residents aged 0-17 include Saint-Fargeau (Paris 20e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement), and Necker (Paris 15e Arrondissement). Saint-Fargeau leads with a score of 84/100 across 49 blocks, containing approximately 31,390 residents aged 0-17. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans VilletteScore 84
- ≈31,390 residents aged 0-17
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans 17th ArrondissementScore 77
- ≈27,249 residents aged 0-17
Neckerin the Paris 15e Arrondissement districtalso spans JavelScore 74
- ≈25,329 residents aged 0-17
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 72
- ≈25,027 residents aged 0-17
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 67
- ≈23,405 residents aged 0-17

How this query was built

Filosofi splits childhood into four bands (0-3, 4-5, 6-10, 11-17) because they map onto the French school stages. Summing them gives the under-18 population as a single ranked signal, which is the unit most family questions actually want.

Field	Ranks higher when	Weight	Why it’s here
residents aged 0-17	higher	100%	The four published child bands summed into one count of residents under 18.

What this can’t tell you

It counts children, not families or households, and says nothing about school enrolment, childcare use or household income.

Try changing it

· Split it back into the individual bands to target crèche, primary or secondary age.
· Add couple families with children to compare the child count with the family count.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This analysis ranks every block in Paris based on the number of residents aged 0-17, where a higher number results in a higher rank (with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 84/100 across 49 blocks, containing approximately 31,390 residents aged 0-17. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 77.2/100 across 50 blocks, containing approximately 27,249 residents aged 0-17. Necker (Paris 15e Arrondissement) ranks #3 with a score of 74.3/100 across 49 blocks, containing approximately 25,329 residents aged 0-17. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 72.1/100 across 49 blocks, containing approximately 25,027 residents aged 0-17. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 67.2/100 across 49 blocks, containing approximately 23,405 residents aged 0-17. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: residents aged 0-17. 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Where do couples with children live in Paris?

Couple families with at least one child at home — INSEE census, IRIS level

In Paris, the highest-ranking areas are Combat (Paris 19e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement) and Grenelle (Paris 15e Arrondissement). Combat (Paris 19e Arrondissement) leads with a score of 81.6/100 across 49 blocks, where the data shows ≈16,455 residents (couple with children). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Combatin the Paris 19e Arrondissement districtalso spans Pere-LachaiseScore 82
- ≈16,455 residents (couple with children)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans Quartier des BatignollesScore 79
- ≈15,438 residents (couple with children)
Grenellein the Paris 15e Arrondissement districtalso spans Saint-LambertScore 76
- ≈14,429 residents (couple with children)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 71
- ≈13,299 residents (couple with children)
Epinettesin the Paris 17e Arrondissement districtalso spans Faubourg du RouleScore 70
- ≈12,487 residents (couple with children)

How this query was built

The IRIS family table publishes family form directly, so "couple with children" is a counted cell rather than an inference from household size. It counts families, which is the right unit for a question about parents and children.

Field	Ranks higher when	Weight	Why it’s here
Couple with children	higher	100%	Published count of couple families with at least one child living at home.

What this can’t tell you

Nothing about how many children, their ages, or the family's income. A household can contain more than one family, so family counts and household counts do not add up to the same thing.

Try changing it

· Compare with single-parent families in the same table.
· Add parks and active-life venues to weigh family counts against nearby amenities.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Couple with children (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Combat (Paris 19e Arrondissement) ranks #1 with a score of 81.6/100 across 49 blocks: ≈16,455 residents (couple with children). It spans Pere-Lachaise. Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 78.7/100 across 49 blocks: ≈15,438 residents (couple with children). It spans Quartier des Batignolles. Grenelle (Paris 15e Arrondissement) ranks #3 with a score of 76.1/100 across 49 blocks: ≈14,429 residents (couple with children). It spans Saint-Lambert. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 71/100 across 49 blocks: ≈13,299 residents (couple with children). It spans Picpus. Epinettes (Paris 17e Arrondissement) ranks #5 with a score of 70/100 across 47 blocks: ≈12,487 residents (couple with children). It spans Faubourg du Roule. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Couple with children (2021). 1,082 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Couple with children (count) source

Open this query on the Paris map and change it

Where do households of five or more live in Paris?

Households with five or more occupants — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), La Plaine Monceau (Paris 17e Arrondissement) and Villette (Paris 19e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 83.1/100 across 49 blocks, where the data shows ≈5,241 residents (households of 5+ people). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans VilletteScore 83
- ≈5,241 residents (households of 5+ people)
La Plaine Monceauin the Paris 17e Arrondissement districtalso spans l'EuropeScore 72
- ≈3,820 residents (households of 5+ people)
Villettein the Paris 19e Arrondissement districtalso spans Quartier de ClignancourtScore 73
- ≈4,199 residents (households of 5+ people)
15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 69
- ≈3,369 residents (households of 5+ people)
Charonnein the Paris 20e Arrondissement districtalso spans La RoquetteScore 68
- ≈3,702 residents (households of 5+ people)

How this query was built

The top published household-size class on the fiscal grid, counted directly. Large households are a distinct retail and housing demand profile that the family tables do not capture on their own.

Field	Ranks higher when	Weight	Why it’s here
Households of 5+ people	higher	100%	Published count of households with five or more occupants.

What this can’t tell you

Household size is not family form — five occupants may be one family, a multi-generational household or a shared flat, and the published data does not separate them.

Try changing it

· Compare with couples with children from the IRIS family table.
· Add the poverty rate to see where large households and low incomes coincide.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Households of 5+ people (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 83.1/100 across 49 blocks: ≈5,241 residents (households of 5+ people). It spans Villette. La Plaine Monceau (Paris 17e Arrondissement) ranks #2 with a score of 71.8/100 across 49 blocks: ≈3,820 residents (households of 5+ people). It spans l'Europe. Villette (Paris 19e Arrondissement) ranks #3 with a score of 73/100 across 47 blocks: ≈4,199 residents (households of 5+ people). It spans Quartier de Clignancourt. 15th Arrondissement (Paris 15e Arrondissement) ranks #4 with a score of 68.7/100 across 49 blocks: ≈3,369 residents (households of 5+ people). It spans Saint-Lambert. Charonne (Paris 20e Arrondissement) ranks #5 with a score of 68.4/100 across 49 blocks: ≈3,702 residents (households of 5+ people). It spans La Roquette. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Households of 5+ people (2021). 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Households of 5+ people (count) source

Open this query on the Paris map and change it

Where do one-person households cluster in Paris?

Households of a single occupant — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are 17th Arrondissement (Paris 17e Arrondissement), l'Hopital Saint-Louis (Paris 10e Arrondissement) and 15th Arrondissement (Paris 15e Arrondissement). 17th Arrondissement (Paris 17e Arrondissement) leads with a score of 85.6/100 across 49 blocks, where the data shows ≈53,253 residents (single-person households). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

17th Arrondissementin the Paris 17e Arrondissement districtalso spans La Goutte d'OrScore 86
- ≈53,253 residents (single-person households)
l'Hopital Saint-Louisin the Paris 10e Arrondissement districtalso spans 20th ArrondissementScore 83
- ≈47,765 residents (single-person households)
15th Arrondissementin the Paris 15e Arrondissement districtalso spans Saint-LambertScore 80
- ≈44,286 residents (single-person households)
La Roquettein the Paris 11e Arrondissement districtalso spans 12th ArrondissementScore 76
- ≈41,591 residents (single-person households)
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 67
- ≈34,383 residents (single-person households)

How this query was built

A published household count on the 200 m fiscal grid, used on its own. One-person households are the largest household form in most French cities and drive demand for small dwellings and for eating out.

Field	Ranks higher when	Weight	Why it’s here
Single-person households	higher	100%	Published count of households with a single occupant.

What this can’t tell you

Nothing about who lives alone: age, income and household size are separate tables at this geography, so neither young people living alone nor older people living alone can be isolated.

Try changing it

· Add eating and drinking venues to see where solo living and amenities coincide.
· Compare with households of five or more for the opposite end of the range.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Single-person households (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. 17th Arrondissement (Paris 17e Arrondissement) ranks #1 with a score of 85.6/100 across 49 blocks: ≈53,253 residents (single-person households). It spans La Goutte d'Or. l'Hopital Saint-Louis (Paris 10e Arrondissement) ranks #2 with a score of 83.4/100 across 49 blocks: ≈47,765 residents (single-person households). It spans 20th Arrondissement. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 79.7/100 across 49 blocks: ≈44,286 residents (single-person households). It spans Saint-Lambert. La Roquette (Paris 11e Arrondissement) ranks #4 with a score of 75.6/100 across 49 blocks: ≈41,591 residents (single-person households). It spans 12th Arrondissement. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 67.2/100 across 49 blocks: ≈34,383 residents (single-person households). It spans Croulebarbe. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Single-person households (2021). 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Single-person households (count) source

Open this query on the Paris map and change it

Where do single-parent families live in Paris?

Single-parent families — INSEE census, IRIS level

In Paris, the highest-ranking areas are d'Amerique (Paris 19e Arrondissement), Grandes Carrieres (Paris 18e Arrondissement) and Charonne (Paris 20e Arrondissement). d'Amerique (Paris 19e Arrondissement) leads with a score of 82/100 across 49 blocks, where the data shows ≈9,546 residents (single-parent family). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

d'Ameriquein the Paris 19e Arrondissement districtalso spans 11th ArrondissementScore 82
- ≈9,546 residents (single-parent family)
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 79
- ≈8,655 residents (single-parent family)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 73
- ≈7,531 residents (single-parent family)
Plaisancein the Paris 14e Arrondissement districtalso spans 15th ArrondissementScore 72
- ≈7,336 residents (single-parent family)
Villettein the Paris 19e Arrondissement districtalso spans Quartier de la ChapelleScore 70
- ≈7,172 residents (single-parent family)

How this query was built

The family-level count, as published by the IRIS family table. It differs from the Filosofi household count of the same name because a family and a household are different units — a single parent living with a grandparent is one family inside a larger household.

Field	Ranks higher when	Weight	Why it’s here
Single-parent family	higher	100%	Published count of families formed by one parent and their children.

What this can’t tell you

Nothing about income, the number of children or their ages, and nothing about the other adults who may live in the same household.

Try changing it

· Compare with the Filosofi single-parent household count to see where the two units differ.
· Add the social-benefits income share.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Single-parent family (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. d'Amerique (Paris 19e Arrondissement) ranks #1 with a score of 82/100 across 49 blocks: ≈9,546 residents (single-parent family). It spans 11th Arrondissement. Grandes Carrieres (Paris 18e Arrondissement) ranks #2 with a score of 78.8/100 across 49 blocks: ≈8,655 residents (single-parent family). It spans 9th Arrondissement. Charonne (Paris 20e Arrondissement) ranks #3 with a score of 72.9/100 across 49 blocks: ≈7,531 residents (single-parent family). It spans Picpus. Plaisance (Paris 14e Arrondissement) ranks #4 with a score of 72.2/100 across 49 blocks: ≈7,336 residents (single-parent family). It spans 15th Arrondissement. Villette (Paris 19e Arrondissement) ranks #5 with a score of 69.9/100 across 47 blocks: ≈7,172 residents (single-parent family). It spans Quartier de la Chapelle. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Single-parent family (2021). 1,081 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Single-parent family (count) source

Open this query on the Paris map and change it

Where do single-parent households cluster in Paris?

Single-parent households — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), Grandes Carrieres (Paris 18e Arrondissement) and Charonne (Paris 20e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 83/100 across 50 blocks, where the data shows ≈8,947 residents (single-parent households). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans l'Hopital Saint-LouisScore 83
- ≈8,947 residents (single-parent households)
Grandes Carrieresin the Paris 18e Arrondissement districtalso spans 9th ArrondissementScore 80
- ≈8,122 residents (single-parent households)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 74
- ≈7,131 residents (single-parent households)
Parisin the Paris 14e Arrondissement districtalso spans 15th ArrondissementScore 72
- ≈7,063 residents (single-parent households)
La Roquettein the Paris 11e Arrondissement districtalso spans 4th ArrondissementScore 63
- ≈5,198 residents (single-parent households)

How this query was built

A published household count, used alone. Adding a childcare or schools term would turn a plain fact into a cross-universe index without making the answer more useful.

Field	Ranks higher when	Weight	Why it’s here
Single-parent households	higher	100%	Published count of households consisting of one parent with their children.

What this can’t tell you

Nothing about the income, working hours or support networks of those households, and nothing about the number or age of the children.

Try changing it

· Add education venues to see which of these areas already have childcare and schooling nearby.
· Compare with the IRIS single-parent family count, which counts families rather than households.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Single-parent households (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 83/100 across 50 blocks: ≈8,947 residents (single-parent households). It spans l'Hopital Saint-Louis. Grandes Carrieres (Paris 18e Arrondissement) ranks #2 with a score of 79.8/100 across 50 blocks: ≈8,122 residents (single-parent households). It spans 9th Arrondissement. Charonne (Paris 20e Arrondissement) ranks #3 with a score of 73.7/100 across 49 blocks: ≈7,131 residents (single-parent households). It spans Picpus. Paris (Paris 14e Arrondissement) ranks #4 with a score of 72.1/100 across 49 blocks: ≈7,063 residents (single-parent households). It spans 15th Arrondissement. La Roquette (Paris 11e Arrondissement) ranks #5 with a score of 62.5/100 across 45 blocks: ≈5,198 residents (single-parent households). It spans 4th Arrondissement. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Single-parent households (2021). 1,035 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Single-parent households (count) source

Open this query on the Paris map and change it

Where is owner-occupancy highest in Paris?

Share of households that own their home — INSEE Filosofi, 200 m grid

In Paris, the areas with the highest owner-occupier rates are Bois de Boulogne (Paris 16e Arrondissement), l'Ecole Militaire (Paris 7e Arrondissement), and Saint-Georges (Paris 9e Arrondissement). Bois de Boulogne leads with a score of 81.8/100 across 49 blocks, showing a 48% owner-occupier rate. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.

Bois de Boulognein the Paris 16e Arrondissement districtalso spans GrenelleScore 82
- 48% owner-occupier rate
l'Ecole Militairein the Paris 7e Arrondissement districtalso spans Val de GraceScore 71
- 43% owner-occupier rate
Saint-Georgesin the Paris 9e Arrondissement districtalso spans ClignancourtScore 67
- 41% owner-occupier rate
17th Arrondissementin the Paris 17e Arrondissement districtalso spans ChaillotScore 63
- 40% owner-occupier rate
Parisin the Paris 14e Arrondissement districtalso spans 5th ArrondissementScore 60
- 39% owner-occupier rate

How this query was built

Filosofi publishes owning households and total households, so the rate is exact rather than modelled. In Paris and the other large French cities this is the single most informative tenure field available.

Field	Ranks higher when	Weight	Why it’s here
Owner-occupier rate	higher	100%	Filosofi's published share of households that own the home they live in.

What this can’t tell you

It counts households, not dwellings, and its complement is not a private rental share — social housing, rent-free occupancy and other arrangements all sit in the remainder.

Try changing it

· Score this field inverted to rank the least owner-occupied areas — the closest honest view of renting.
· Add median income to see how tenure and income line up.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This analysis ranks every block in Paris based on its owner-occupier rate, with higher rates receiving higher ranks (weight 0.9). The top-scoring blocks are then grouped into the areas listed below. Bois de Boulogne (Paris 16e Arrondissement) ranks #1 with a score of 81.8/100 across 49 blocks, showing a 48% owner-occupier rate. l'Ecole Militaire (Paris 7e Arrondissement) ranks #2 with a score of 71.1/100 across 49 blocks, with a 43% owner-occupier rate. Saint-Georges (Paris 9e Arrondissement) ranks #3 with a score of 67.4/100 across 49 blocks, with a 41% owner-occupier rate. The 17th Arrondissement (Paris 17e Arrondissement) ranks #4 with a score of 62.9/100 across 49 blocks, showing a 40% owner-occupier rate. Paris (Paris 14e Arrondissement) ranks #5 with a score of 60.4/100 across 49 blocks, with a 39% owner-occupier rate. Each area is defined as a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Owner-occupier rate (2021). “Owner-occupier rate” is computed by this pipeline from published components rather than published directly. 1,040 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Owner-occupier rate (rate) — derived from published components source

Open this query on the Paris map and change it

Where are Paris's owner-occupier households also its highest earning?

Owner-occupier rate blended with median household income — an overlap index (INSEE)

In Paris, the areas with the highest scores are La Muette, l'Ecole Militaire, and Saint-Georges. La Muette (Paris 16e Arrondissement) leads with a score of 82.8/100 across 49 blocks, showing a 48% owner-occupier rate and a median income of 43,922. These areas represent clusters of high-scoring blocks within a 1,200 m radius.

La Muettein the Paris 16e Arrondissement districtalso spans JavelScore 83
- 48% owner-occupier rate
- median income: 43,922
l'Ecole Militairein the Paris 7e Arrondissement districtalso spans 6th ArrondissementScore 78
- 43% owner-occupier rate
- median income: 44,656
Saint-Georgesin the Paris 9e Arrondissement districtalso spans ClignancourtScore 66
- 41% owner-occupier rate
- median income: 36,518
6th Arrondissementin the Paris 6e Arrondissement districtalso spans Maison BlancheScore 65
- 41% owner-occupier rate
- median income: 36,672
16th Arrondissementin the Paris 16e Arrondissement districtScore 75
- 42% owner-occupier rate
- median income: 41,444

How this query was built

Ownership and income are two published household measures, so blending them stays inside one universe. The result ranks districts where owning and higher income coincide, which is not automatic — outright-owning pensioners and mortgaged high earners sit at opposite ends of the same tenure class.

Field	Ranks higher when	Weight	Why it’s here
Owner-occupier rate	higher	50%	Filosofi's published owner-occupier rate.
Median disposable income (EUR/yr per CU)	higher	50%	Published median disposable income per consumption unit.

What this can’t tell you

Nothing about mortgages, property values or how long owners have been there. Owner-occupier rate and income are published separately, so this does not establish that the owning households are the earning ones.

Try changing it

· Drop the income term to rank on ownership alone.
· Swap in the capital-income share to weight asset income instead.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This analysis ranks blocks in Paris based on owner-occupier rate (weighted 0.5) and median disposable income (EUR/yr per CU, weighted 0.5), then groups the top-scoring blocks into distinct areas. La Muette (Paris 16e Arrondissement) ranks #1 with a score of 82.8/100 across 49 blocks, featuring a 48% owner-occupier rate and a median income of 43,922. l'Ecole Militaire (Paris 7e Arrondissement) ranks #2 with a score of 78.2/100 across 49 blocks, showing a 43% owner-occupier rate and a median income of 44,656. Saint-Georges (Paris 9e Arrondissement) ranks #3 with a score of 65.6/100 across 49 blocks, with a 41% owner-occupier rate and a median income of 36,518. The 6th Arrondissement (Paris 6e Arrondissement) ranks #4 with a score of 65.3/100 across 48 blocks, with a 41% owner-occupier rate and a median income of 36,672. The 16th Arrondissement (Paris 16e Arrondissement) ranks #5 with a score of 74.5/100 across 36 blocks, with a 42% owner-occupier rate and a median income of 41,444. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Owner-occupier rate (2021) and Median disposable income (EUR/yr per CU) (2021). “Owner-occupier rate” is computed by this pipeline from published components rather than published directly. 1,045 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Owner-occupier rate (rate) — derived from published components source
Median disposable income (EUR/yr per CU) (mean) source

Open this query on the Paris map and change it

Where do immigrant residents and retail activity overlap in Paris?

Residents born abroad as foreign nationals blended with mapped retail — an overlap index

In Paris, the highest-ranking areas are Clignancourt (Paris 18e Arrondissement), 3rd Arrondissement (Paris 3e Arrondissement) and Grenelle (Paris 15e Arrondissement). Clignancourt (Paris 18e Arrondissement) leads with a score of 75.9/100 across 50 blocks, where the data shows ≈37,995 residents (Immigrant) and ≈939 retail & shopping venues nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Clignancourtin the Paris 18e Arrondissement districtalso spans Saint-GeorgesScore 76
- ≈37,995 residents (Immigrant)
- ≈939 retail & shopping venues nearby
3rd Arrondissementin the Paris 3e Arrondissement districtalso spans Saint-AmbroiseScore 77
- ≈29,287 residents (Immigrant)
- ≈1,814 retail & shopping venues nearby
Grenellein the Paris 15e Arrondissement districtalso spans Saint-LambertScore 70
- ≈32,162 residents (Immigrant)
- ≈561 retail & shopping venues nearby
Villettein the Paris 19e Arrondissement districtalso spans 19th ArrondissementScore 67
- ≈38,559 residents (Immigrant)
- ≈338 retail & shopping venues nearby
11th Arrondissementin the Paris 11e Arrondissement districtalso spans Bel-AirScore 67
- ≈27,154 residents (Immigrant)
- ≈717 retail & shopping venues nearby

How this query was built

The published immigrant count alongside mapped retail presence. It ranks areas where both are high, which is a statement about the district, not about who runs or uses the shops.

Field	Ranks higher when	Weight	Why it’s here
Immigrant	higher	60%	Published count of residents born a foreign national abroad.
retail	higher	40%	Rollup count of mapped retail venues.

What this can’t tell you

Nothing about the origin, language or arrival date of those residents, and nothing about who owns the businesses. Immigrant status is defined by birth, so it includes long-settled residents with French nationality.

Try changing it

· Swap total retail for grocery stores to narrow the category.
· Compare with the foreign-national count, which uses a different definition.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Immigrant (higher ranks higher, weight 0.6) and retail (higher ranks higher, weight 0.4), then groups the top-scoring blocks into the areas below. Clignancourt (Paris 18e Arrondissement) ranks #1 with a score of 75.9/100 across 50 blocks: ≈37,995 residents (Immigrant) and ≈939 retail & shopping venues nearby. It spans Saint-Georges. 3rd Arrondissement (Paris 3e Arrondissement) ranks #2 with a score of 77.3/100 across 49 blocks: ≈29,287 residents (Immigrant) and ≈1,814 retail & shopping venues nearby. It spans Saint-Ambroise. Grenelle (Paris 15e Arrondissement) ranks #3 with a score of 69.6/100 across 49 blocks: ≈32,162 residents (Immigrant) and ≈561 retail & shopping venues nearby. It spans Saint-Lambert. Villette (Paris 19e Arrondissement) ranks #4 with a score of 67.3/100 across 49 blocks: ≈38,559 residents (Immigrant) and ≈338 retail & shopping venues nearby. It spans 19th Arrondissement. 11th Arrondissement (Paris 11e Arrondissement) ranks #5 with a score of 66.8/100 across 49 blocks: ≈27,154 residents (Immigrant) and ≈717 retail & shopping venues nearby. It spans Bel-Air. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Immigrant (2021) and retail. 1,111 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Immigrant (count) source

Open this query on the Paris map and change it

Where do foreign nationals live in Paris?

Residents holding a nationality other than French — INSEE census, IRIS level

In Paris, the areas with the highest scores are Folie-Mericourt (Paris 11e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement), and 15th Arrondissement (Paris 15e Arrondissement). Folie-Mericourt (Paris 11e Arrondissement) leads with a score of 83.9/100 across 49 blocks, representing ≈28,938 residents (foreign nationality). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Folie-Mericourtin the Paris 11e Arrondissement districtalso spans d'AmeriqueScore 84
- ≈28,938 residents (foreign nationality)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans Quartier des BatignollesScore 81
- ≈27,763 residents (foreign nationality)
15th Arrondissementin the Paris 15e Arrondissement districtScore 77
- ≈23,391 residents (foreign nationality)
19th Arrondissementin the Paris 19e Arrondissement districtalso spans Saint-Vincent-de-PaulScore 76
- ≈24,479 residents (foreign nationality)
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 67
- ≈19,695 residents (foreign nationality)

How this query was built

Current nationality as recorded by the census, counted directly. France records nationality, not origin or descent, so this is a legal-status count and nothing more.

Field	Ranks higher when	Weight	Why it’s here
Foreign nationality	higher	100%	Published count of residents holding a nationality other than French.

What this can’t tell you

Nothing about where residents were born, how long they have been in France, or what languages they speak. A resident who has naturalised is counted as French even if they were born abroad.

Try changing it

· Compare with the immigrant count, which is defined by birth rather than by current nationality.
· Add international grocery or retail venues.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris based on foreign nationality (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas listed below. Folie-Mericourt (Paris 11e Arrondissement) ranks #1 with a score of 83.9/100 across 49 blocks, representing ≈28,938 residents (foreign nationality). Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 80.5/100 across 49 blocks, representing ≈27,763 residents (foreign nationality). 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 76.8/100 across 50 blocks, representing ≈23,391 residents (foreign nationality). 19th Arrondissement (Paris 19e Arrondissement) ranks #4 with a score of 76.3/100 across 46 blocks, representing ≈24,479 residents (foreign nationality). Charonne (Paris 20e Arrondissement) ranks #5 with a score of 66.9/100 across 50 blocks, representing ≈19,695 residents (foreign nationality). Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Foreign nationality (2021). 1,110 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Foreign nationality (count) source

Open this query on the Paris map and change it

Where do immigrant residents live in Paris?

Residents born a foreign national abroad, as INSEE defines immigrant status

In Paris, the highest-ranking areas are l'Hopital Saint-Louis (Paris 10e Arrondissement), Quartier de Clignancourt (Paris 18e Arrondissement), and 15th Arrondissement (Paris 15e Arrondissement). l'Hopital Saint-Louis (Paris 10e Arrondissement) leads with a score of 83.9/100 across 49 blocks, showing ≈41,633 residents (Immigrant). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

l'Hopital Saint-Louisin the Paris 10e Arrondissement districtalso spans d'AmeriqueScore 84
- ≈41,633 residents (Immigrant)
Quartier de Clignancourtin the Paris 18e Arrondissement districtalso spans Quartier des BatignollesScore 79
- ≈37,253 residents (Immigrant)
15th Arrondissementin the Paris 15e Arrondissement districtScore 77
- ≈33,087 residents (Immigrant)
13th Arrondissementin the Paris 13e Arrondissement districtalso spans SalpetriereScore 73
- ≈33,991 residents (Immigrant)
Villettein the Paris 19e Arrondissement districtalso spans Quartier de la ChapelleScore 73
- ≈33,816 residents (Immigrant)

How this query was built

INSEE defines an immigrant as a person born a foreign national outside France, whatever their nationality today. It is a birth-and-nationality status that never changes, which is why it is published separately from current nationality.

Field	Ranks higher when	Weight	Why it’s here
Immigrant	higher	100%	Published count of residents born a foreign national abroad — INSEE's immigrant definition, independent of current nationality.

What this can’t tell you

It is not the same as the count of foreign nationals and is not its complement: an immigrant who has acquired French nationality appears here and in the French-nationality count. Nothing about language, origin country or arrival date.

Try changing it

· Compare with the foreign-national count to see how the two definitions differ on the ground.
· Add retail venues to see where the profile and mapped shops coincide.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris based on Immigrant (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. l'Hopital Saint-Louis (Paris 10e Arrondissement) ranks #1 with a score of 83.9/100 across 49 blocks, showing ≈41,633 residents (Immigrant). Quartier de Clignancourt (Paris 18e Arrondissement) ranks #2 with a score of 78.6/100 across 49 blocks, showing ≈37,253 residents (Immigrant). 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 76.8/100 across 50 blocks, showing ≈33,087 residents (Immigrant). 13th Arrondissement (Paris 13e Arrondissement) ranks #4 with a score of 72.9/100 across 49 blocks, showing ≈33,991 residents (Immigrant). Villette (Paris 19e Arrondissement) ranks #5 with a score of 72.6/100 across 47 blocks, showing ≈33,816 residents (Immigrant). Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Immigrant (2021). 1,111 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Immigrant (count) source

Open this query on the Paris map and change it

Which parts of Paris have the most transit stops and the fewest car parks?

Transit stop count against parking count — a car-light access index (Overture)

In Paris, the highest-ranking areas are Paris (Paris 14e Arrondissement), 15th Arrondissement (west) (Paris 15e Arrondissement), and Saint-Vincent-de-Paul (Paris 10e Arrondissement). Paris (Paris 14e Arrondissement) leads with a score of 57.8/100 across 49 blocks, showing ≈41 transit stops and ≈17 parking facilities. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Parisin the Paris 14e Arrondissement districtalso spans Jardin des PlantesScore 58
- ≈41 transit stops
- ≈17 parking facilities
15th Arrondissement (west)in the Paris 15e Arrondissement districtalso spans 15th Arrondissement, d'AuteuilScore 57
- ≈38 transit stops
- ≈18 parking facilities
Saint-Vincent-de-Paulin the Paris 10e Arrondissement districtalso spans 2nd ArrondissementScore 56
- ≈85 transit stops
- ≈38 parking facilities
15th Arrondissement (west 2)in the Paris 15e Arrondissement districtalso spans 15th Arrondissement, 1st ArrondissementScore 53
- ≈29 transit stops
- ≈15 parking facilities
Picpusin the Paris 12e Arrondissement districtalso spans Bel-AirScore 51
- ≈36 transit stops
- ≈33 parking facilities

How this query was built

Transit stops scored up and mapped parking scored down. The pairing describes places built around arriving without a car, which is a different thing from places that simply have good transit.

Field	Ranks higher when	Weight	Why it’s here
transit stop count	higher	55%	Count of mapped transit stops in the hex.
parking count	lower	45%	Count of mapped car parks, scored inverted so car-light areas rank higher.

What this can’t tell you

Neither field says anything about how residents actually travel — France publishes no commuting mode at this geography. On-street parking is largely unmapped, so the parking term reflects car parks rather than all parking supply.

Try changing it

· Drop the parking term to rank on transit presence alone.
· Add walkable street length for the full car-light picture.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris based on transit stop count (higher ranks higher, weight 0.55) and parking count (lower ranks higher, weight 0.45). The top-scoring blocks are then grouped into the areas below. Paris (Paris 14e Arrondissement) ranks #1 with a score of 57.8/100 across 49 blocks, showing ≈41 transit stops and ≈17 parking facilities. 15th Arrondissement (west) (Paris 15e Arrondissement) ranks #2 with a score of 56.5/100 across 49 blocks, showing ≈38 transit stops and ≈18 parking facilities. Saint-Vincent-de-Paul (Paris 10e Arrondissement) ranks #3 with a score of 55.6/100 across 49 blocks, showing ≈85 transit stops and ≈38 parking facilities. 15th Arrondissement (west 2) (Paris 15e Arrondissement) ranks #4 with a score of 53.3/100 across 49 blocks, showing ≈29 transit stops and ≈15 parking facilities. Picpus (Paris 12e Arrondissement) ranks #5 with a score of 51.4/100 across 49 blocks, showing ≈36 transit stops and ≈33 parking facilities. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: transit stop count and parking count. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Which of Paris's nightlife areas are easiest to reach by transit?

Bar and nightlife venue count blended with transit stops — an access overlap index

In Paris, the highest-ranking areas are 11th Arrondissement (Paris 11e Arrondissement), 10th Arrondissement (Paris 10e Arrondissement) and La Monnaie (Paris 6e Arrondissement). 11th Arrondissement (Paris 11e Arrondissement) leads with a score of 70.7/100 across 49 blocks, where the data shows ≈269 bars & nightlife venues nearby and ≈52 transit stops. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

11th Arrondissementin the Paris 11e Arrondissement districtalso spans 1st ArrondissementScore 71
- ≈269 bars & nightlife venues nearby
- ≈52 transit stops
10th Arrondissementin the Paris 10e Arrondissement districtalso spans Quartier de l'EuropeScore 63
- ≈182 bars & nightlife venues nearby
- ≈77 transit stops
La Monnaiein the Paris 6e Arrondissement districtalso spans ParisScore 48
- ≈127 bars & nightlife venues nearby
- ≈50 transit stops
Sainte-Margueritein the Paris 12e Arrondissement districtalso spans CharonneScore 46
- ≈116 bars & nightlife venues nearby
- ≈44 transit stops
Palais Royalin the Paris 1er Arrondissement districtalso spans Faubourg du RouleScore 41
- ≈67 bars & nightlife venues nearby
- ≈26 transit stops

How this query was built

Mapped nightlife venues alongside mapped transit stops. Both are observed geometry rather than survey data, so this index describes the built environment rather than any population.

Field	Ranks higher when	Weight	Why it’s here
bar and nightlife	higher	60%	Rollup count of mapped bars and nightlife venues.
transit stop count	higher	40%	Count of mapped transit stops in the hex.

What this can’t tell you

Stop counts carry no timetable, and Paris-style late-night service is exactly what a stop count cannot see — a hex with many daytime-only stops outranks one with a night-bus route. Venue counts carry no capacity or opening hours.

Try changing it

· Drop the transit term to rank on venue density alone.
· Add the 18-24 age band to weigh a resident base into the same view.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on bar and nightlife (higher ranks higher, weight 0.6) and transit stop count (higher ranks higher, weight 0.4), then groups the top-scoring blocks into the areas below. 11th Arrondissement (Paris 11e Arrondissement) ranks #1 with a score of 70.7/100 across 49 blocks: ≈269 bars & nightlife venues nearby and ≈52 transit stops. It spans 1st Arrondissement. 10th Arrondissement (Paris 10e Arrondissement) ranks #2 with a score of 63.3/100 across 49 blocks: ≈182 bars & nightlife venues nearby and ≈77 transit stops. It spans Quartier de l'Europe. La Monnaie (Paris 6e Arrondissement) ranks #3 with a score of 48.4/100 across 49 blocks: ≈127 bars & nightlife venues nearby and ≈50 transit stops. It spans Paris. Sainte-Marguerite (Paris 12e Arrondissement) ranks #4 with a score of 46/100 across 49 blocks: ≈116 bars & nightlife venues nearby and ≈44 transit stops. It spans Charonne. Palais Royal (Paris 1er Arrondissement) ranks #5 with a score of 40.6/100 across 38 blocks: ≈67 bars & nightlife venues nearby and ≈26 transit stops. It spans Faubourg du Roule. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: bar and nightlife and transit stop count. 1,080 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Which busy parts of Paris have the fewest transit stops?

Resident count against mapped transit stops — a transit coverage gap index

In Paris, the highest-ranking areas are 20th Arrondissement (Paris 20e Arrondissement), 17th Arrondissement (Paris 17e Arrondissement) and Saint-Lambert (Paris 15e Arrondissement). 20th Arrondissement (Paris 20e Arrondissement) leads with a score of 79.7/100 across 49 blocks, where the data shows ≈168,905 residents (total population) and ≈19 transit stops. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

20th Arrondissementin the Paris 20e Arrondissement districtalso spans 10th ArrondissementScore 80
- ≈168,905 residents (total population)
- ≈19 transit stops
17th Arrondissementin the Paris 17e Arrondissement districtalso spans La Goutte d'OrScore 79
- ≈170,251 residents (total population)
- ≈25 transit stops
Saint-Lambertin the Paris 15e Arrondissement districtalso spans GrenelleScore 77
- ≈151,912 residents (total population)
- ≈25 transit stops
Charonnein the Paris 20e Arrondissement districtalso spans 11th ArrondissementScore 75
- ≈147,233 residents (total population)
- ≈24 transit stops
13th Arrondissementin the Paris 13e Arrondissement districtalso spans Maison BlancheScore 70
- ≈138,676 residents (total population)
- ≈32 transit stops

How this query was built

Residents scored up and mapped stops scored down, so areas with a large resident base and few stops rank highest.

Field	Ranks higher when	Weight	Why it’s here
Total population	higher	55%	Published resident count — the local demand base.
transit stop count	lower	45%	Count of mapped transit stops, scored inverted so thin coverage ranks higher.

What this can’t tell you

Stop counts carry no service frequency and no walking distance to the next stop outside the hex, so a hex adjacent to a major métro station can rank as thin. It is a mapped-presence gap, not a measure of accessibility.

Try changing it

· Add walkable street length to separate genuinely isolated areas from well-connected ones.
· Invert the stop term to find the best-served dense areas instead.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Total population (higher ranks higher, weight 0.55) and transit stop count (lower ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. 20th Arrondissement (Paris 20e Arrondissement) ranks #1 with a score of 79.7/100 across 49 blocks: ≈168,905 residents (total population) and ≈19 transit stops. It spans 10th Arrondissement. 17th Arrondissement (Paris 17e Arrondissement) ranks #2 with a score of 79.3/100 across 49 blocks: ≈170,251 residents (total population) and ≈25 transit stops. It spans La Goutte d'Or. Saint-Lambert (Paris 15e Arrondissement) ranks #3 with a score of 76.7/100 across 49 blocks: ≈151,912 residents (total population) and ≈25 transit stops. It spans Grenelle. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 74.7/100 across 48 blocks: ≈147,233 residents (total population) and ≈24 transit stops. It spans 11th Arrondissement. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 70.3/100 across 49 blocks: ≈138,676 residents (total population) and ≈32 transit stops. It spans Maison Blanche. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Total population (2021) and transit stop count. 1,038 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
Total population (count) source

Open this query on the Paris map and change it

Which parts of Paris have the densest walkable streets and transit?

Walkable street length blended with transit stop count — a walkability index (Overture)

In Paris, the highest-ranking areas are La Monnaie (Paris 6e Arrondissement), Saint-Vincent-de-Paul (Paris 10e Arrondissement) and Plaisance (Paris 14e Arrondissement). La Monnaie (Paris 6e Arrondissement) leads with a score of 67.9/100 across 49 blocks, where the data shows ≈0.32 km of walkable streets and ≈52 transit stops. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

La Monnaiein the Paris 6e Arrondissement districtalso spans 10th ArrondissementScore 68
- ≈0.32 km of walkable streets
- ≈52 transit stops
Saint-Vincent-de-Paulin the Paris 10e Arrondissement districtalso spans 8th Arrondissement of ParisScore 62
- ≈0.29 km of walkable streets
- ≈77 transit stops
Plaisancein the Paris 14e Arrondissement districtalso spans Petit MontrougeScore 53
- ≈0.24 km of walkable streets
- ≈55 transit stops
l'Hopital Saint-Louisin the Paris 10e Arrondissement districtalso spans 19th ArrondissementScore 51
- ≈0.24 km of walkable streets
- ≈40 transit stops
Pere-Lachaisein the Paris 20e Arrondissement districtalso spans Sainte-MargueriteScore 50
- ≈0.24 km of walkable streets
- ≈28 transit stops

How this query was built

Metres of walkable street and the number of transit stops, both counted from mapped geometry in the same hex. Together they describe how much of the street network you can actually use on foot and how easily you can arrive without a car.

Field	Ranks higher when	Weight	Why it’s here
pedestrian length m	higher	55%	Metres of mapped walkable street in the hex.
transit stop count	higher	45%	Count of mapped transit stops in the hex.

What this can’t tell you

Street length is not street quality: a wide boulevard and a quiet lane contribute the same metres. Stop counts do not carry service frequency, so ten rarely-served stops outrank one métro station on this index.

Try changing it

· Drop the transit term to rank on street network alone.
· Add eating and drinking venues to weigh walkability against what is actually there.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on pedestrian length m (higher ranks higher, weight 0.55) and transit stop count (higher ranks higher, weight 0.45), then groups the top-scoring blocks into the areas below. La Monnaie (Paris 6e Arrondissement) ranks #1 with a score of 67.9/100 across 49 blocks: ≈0.32 km of walkable streets and ≈52 transit stops. It spans 10th Arrondissement. Saint-Vincent-de-Paul (Paris 10e Arrondissement) ranks #2 with a score of 62/100 across 49 blocks: ≈0.29 km of walkable streets and ≈77 transit stops. It spans 8th Arrondissement of Paris. Plaisance (Paris 14e Arrondissement) ranks #3 with a score of 53.3/100 across 49 blocks: ≈0.24 km of walkable streets and ≈55 transit stops. It spans Petit Montrouge. l'Hopital Saint-Louis (Paris 10e Arrondissement) ranks #4 with a score of 50.8/100 across 49 blocks: ≈0.24 km of walkable streets and ≈40 transit stops. It spans 19th Arrondissement. Pere-Lachaise (Paris 20e Arrondissement) ranks #5 with a score of 49.6/100 across 49 blocks: ≈0.24 km of walkable streets and ≈28 transit stops. It spans Sainte-Marguerite. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: pedestrian length m and transit stop count. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Where is building volume highest in Paris?

Every mapped building type summed — Overture Maps

In Paris, the highest-ranking areas are Chaussee d'Antin (Paris 9e Arrondissement), La Plaine Monceau (Paris 17e Arrondissement) and 3rd Arrondissement (Paris 3e Arrondissement). Chaussee d'Antin (Paris 9e Arrondissement) leads with a score of 89.9/100 across 49 blocks, where the data shows ≈27.6 million m³ of building volume. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Chaussee d'Antinin the Paris 9e Arrondissement districtalso spans Porte Saint-MartinScore 90
- ≈27.6 million m³ of building volume
La Plaine Monceauin the Paris 17e Arrondissement districtalso spans ChaillotScore 75
- ≈22.6 million m³ of building volume
3rd Arrondissementin the Paris 3e Arrondissement districtalso spans 11th ArrondissementScore 75
- ≈22.8 million m³ of building volume
Neckerin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 71
- ≈21.6 million m³ of building volume
Saint-Georgesin the Paris 9e Arrondissement districtalso spans Quartier de ClignancourtScore 73
- ≈19.7 million m³ of building volume

How this query was built

All fourteen mapped building types summed into one figure, so the answer is total built mass rather than any single use. The members are added before ranking, which is why this reads as a measurement and not as an index of separate signals.

Field	Ranks higher when	Weight	Why it’s here
building volume	higher	100%	Every mapped building subtype, summed — the area's total built volume in m3.

What this can’t tell you

Volume is not population, floor area or occupancy: a warehouse and an apartment block of the same size count the same. It also says nothing about height — a wide low building can out-measure a narrow tall one — and heights are partly modelled where Overture lacks a measurement.

Try changing it

· Drop everything but residential to see where people are housed rather than where mass is.
· Swap in commercial and retail only for a view of the working city.
· Add resident counts to compare built mass against how many people it holds.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on building volume (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Chaussee d'Antin (Paris 9e Arrondissement) ranks #1 with a score of 89.9/100 across 49 blocks: ≈27.6 million m³ of building volume. It spans Porte Saint-Martin. La Plaine Monceau (Paris 17e Arrondissement) ranks #2 with a score of 74.5/100 across 50 blocks: ≈22.6 million m³ of building volume. It spans Chaillot. 3rd Arrondissement (Paris 3e Arrondissement) ranks #3 with a score of 74.7/100 across 49 blocks: ≈22.8 million m³ of building volume. It spans 11th Arrondissement. Necker (Paris 15e Arrondissement) ranks #4 with a score of 70.5/100 across 49 blocks: ≈21.6 million m³ of building volume. It spans 15th Arrondissement. Saint-Georges (Paris 9e Arrondissement) ranks #5 with a score of 73/100 across 44 blocks: ≈19.7 million m³ of building volume. It spans Quartier de Clignancourt. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: building volume. 1,080 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026

Open this query on the Paris map and change it

Where are Paris's residents most concentrated?

Total resident count — INSEE Filosofi, 200 m grid

In Paris, the highest-ranking areas are Saint-Fargeau (Paris 20e Arrondissement), 17th Arrondissement (Paris 17e Arrondissement) and Saint-Lambert (Paris 15e Arrondissement). Saint-Fargeau (Paris 20e Arrondissement) leads with a score of 82.4/100 across 51 blocks, where the data shows ≈178,143 residents (total population). Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Saint-Fargeauin the Paris 20e Arrondissement districtalso spans l'Hopital Saint-LouisScore 82
- ≈178,143 residents (total population)
17th Arrondissementin the Paris 17e Arrondissement districtalso spans La Goutte d'OrScore 82
- ≈170,251 residents (total population)
Saint-Lambertin the Paris 15e Arrondissement districtalso spans 15th ArrondissementScore 78
- ≈156,467 residents (total population)
Charonnein the Paris 20e Arrondissement districtalso spans BercyScore 73
- ≈146,110 residents (total population)
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 68
- ≈138,676 residents (total population)

How this query was built

The published resident count on the 200 m fiscal grid, reported on its own. It is the base every demand question rests on, and worth reading directly before layering anything on top of it.

Field	Ranks higher when	Weight	Why it’s here
Total population	higher	100%	Published resident count per 200 m fiscal grid square.

What this can’t tell you

Residents are counted where they live, not where they work or shop, so a business district can hold very few residents and still be the busiest place in the city by day.

Try changing it

· Add walkable street length to weigh residents against street activity.
· Switch to a single age band to profile who those residents are.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris on Total population (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Saint-Fargeau (Paris 20e Arrondissement) ranks #1 with a score of 82.4/100 across 51 blocks: ≈178,143 residents (total population). It spans l'Hopital Saint-Louis. 17th Arrondissement (Paris 17e Arrondissement) ranks #2 with a score of 82/100 across 49 blocks: ≈170,251 residents (total population). It spans La Goutte d'Or. Saint-Lambert (Paris 15e Arrondissement) ranks #3 with a score of 78.3/100 across 49 blocks: ≈156,467 residents (total population). It spans 15th Arrondissement. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 73.2/100 across 49 blocks: ≈146,110 residents (total population). It spans Bercy. 13th Arrondissement (Paris 13e Arrondissement) ranks #5 with a score of 68.3/100 across 49 blocks: ≈138,676 residents (total population). It spans Croulebarbe. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: Total population (2021). 1,038 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Total population (count) source

Open this query on the Paris map and change it

Which parts of Paris have many residents aged 25–39 but few nightlife venues?

The 25–39 age band against mapped bar and nightlife presence — a coverage gap index

In Paris, the highest-ranking areas are Pere-Lachaise (Paris 20e Arrondissement), 13th Arrondissement (Paris 13e Arrondissement), and 15th Arrondissement (Paris 15e Arrondissement). Pere-Lachaise (Paris 20e Arrondissement) leads with a score of 78.2/100 across 49 blocks, showing ≈33 bars & nightlife venues nearby and ≈40,291 residents aged 25–39. Each area is a cluster of high-scoring blocks within a 1,200 m radius.

Pere-Lachaisein the Paris 20e Arrondissement districtalso spans d'AmeriqueScore 78
- ≈33 bars & nightlife venues nearby
- ≈40,291 residents aged 25–39
13th Arrondissementin the Paris 13e Arrondissement districtalso spans CroulebarbeScore 76
- ≈8 bars & nightlife venues nearby
- ≈30,498 residents aged 25–39
15th Arrondissementin the Paris 15e Arrondissement districtScore 75
- ≈26 bars & nightlife venues nearby
- ≈40,710 residents aged 25–39
Charonnein the Paris 20e Arrondissement districtalso spans PicpusScore 73
- ≈39 bars & nightlife venues nearby
- ≈38,349 residents aged 25–39
19th Arrondissementin the Paris 19e Arrondissement districtalso spans l'Hopital Saint-LouisScore 71
- ≈29 bars & nightlife venues nearby
- ≈35,525 residents aged 25–39

How this query was built

The published age band scored up and mapped nightlife scored down, so areas with a large young-adult base and thin venue presence rank highest.

Field	Ranks higher when	Weight	Why it’s here
25-39 years	higher	55%	The published 25-39 age band — the local base for late-evening trade.
bar and nightlife competition	lower	45%	Rollup count of mapped bars and nightlife venues, scored inverted.

What this can’t tell you

Residents are counted where they sleep, not where they go out — Parisians cross the city for a night out, and this index cannot see that. Thin mapped presence is not proof of unmet demand or of a licence being available.

Try changing it

· Add transit stops to filter for areas people can actually reach at night.
· Swap nightlife for eating and drinking venues to widen the category.

All of these are adjustable on the Paris map on the Free Tier.

Full breakdown & sources

This query ranks every block in Paris based on residents aged 25–39 (higher ranks higher, weight 0.55) and bar and nightlife competition (lower ranks higher, weight 0.45). The top-scoring blocks are then grouped into the areas listed below. Pere-Lachaise (Paris 20e Arrondissement) ranks #1 with a score of 78.2/100 across 49 blocks, with ≈33 bars & nightlife venues nearby and ≈40,291 residents aged 25–39. 13th Arrondissement (Paris 13e Arrondissement) ranks #2 with a score of 75.5/100 across 49 blocks, with ≈8 bars & nightlife venues nearby and ≈30,498 residents aged 25–39. 15th Arrondissement (Paris 15e Arrondissement) ranks #3 with a score of 75.4/100 across 49 blocks, with ≈26 bars & nightlife venues nearby and ≈40,710 residents aged 25–39. Charonne (Paris 20e Arrondissement) ranks #4 with a score of 72.7/100 across 49 blocks, with ≈39 bars & nightlife venues nearby and ≈38,349 residents aged 25–39. 19th Arrondissement (Paris 19e Arrondissement) ranks #5 with a score of 71.4/100 across 49 blocks, with ≈29 bars & nightlife venues nearby and ≈35,525 residents aged 25–39. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.

Fields scored: 25-39 years (2021) and bar and nightlife competition. 1,036 of 1,118 blocks in Paris were eligible and ranked. Last computed 2026-08-11.

Sources

INSEE Filosofi 2021 — Institut national de la statistique et des études économiques (INSEE), counted as of 31 December 2021
Overture Maps 2026-06-17.0 — Overture Maps Foundation, counted as of 17 June 2026
25-39 years (count) source

Open this query on the Paris map and change it

How the scoring works

Every query ranks Paris block by block on the fields it names, combines those ranks into a 0–100 score using the weights shown, then groups the highest-scoring blocks into areas. Sources: INSEE Filosofi 2021. Because the score is a blend of ranks rather than a ratio, it tells you how areas compare with each other — not how many of anything there are per resident.

Each block is scored as a weighted percentile rank over available signals, renormalised by data coverage, rescaled to 0-100; blocks are H3 resolution 9 hexagons. Areas were formed with the score cluster engine at a 1.2 km radius, keeping the 5 strongest. Change the radius on the map to widen or tighten them.

Areas are only ranked where the thing being measured could actually exist, so a gap search cannot present empty parkland as an opportunity. Shops, homes and offices need a building; transit stops, EV chargers and bike docks only need a street or path. Anywhere the measure is already present counts as a candidate by definition.

Dating the numbers

Filosofi combines tax and social records for the 2021 fiscal year; figures describe that year as a whole rather than a single day.
Places, buildings and transportation come from a dated Overture release. A place record means the venue is mapped, not that it is licensed, open, or of any particular size.
INSEE Filosofi 2021 is a single vintage, so nothing here describes growth, decline or any change over time.
“Mean standard of living” is computed by this pipeline from published components; the publisher does not release it directly.
Counted as residents aged 65–79 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 18–24 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 25–39 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 40–54 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 80–120 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 0–17 on 31 December 2021, the INSEE Filosofi 2021 reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
“Owner-occupier rate” is computed by this pipeline from published components; the publisher does not release it directly.

How far each answer can be pushed

Each question is labelled with a tier. The tier caps what the answer may claim, whatever the numbers say.

T4 — This is a ranking of places, not a measurement of people. The signals it combines are counted in different universes — the data contains no table crossing them — so a high rank means both signals rank high in the same area, not that they describe the same residents.

Learn more about how the score works

About the author

Tinkal Gogoi(LinkedIn profile, opens in a new tab)Founder & Location Data Engineer

Builds MapBees's location-intelligence pipeline end to end — census and Overture Maps ingestion, H3 hex scoring, and the map interface — and writes the methodology behind every number on the site.

Paris location questions, and how to ask them yourself

How to use these

Questions on this page

Which Paris areas have many residents but few bank branches?

How this query was built

Where does Paris have attractions and transit but few hotels?

How this query was built

Where do Paris's highest poverty rates meet the thinnest grocery presence?

How this query was built

Which parts of Paris have the fewest special-diet (vegan/vegetarian) restaurants for their population?

How this query was built

The same query, retargeted

Where should you open a new bakery in Paris?

How this query was built

The same query, retargeted

Where is household income high in Paris but mapped retail thin?

How this query was built

Which parts of Paris have the most unequal incomes?

How this query was built

Where is median disposable income highest in Paris?

How this query was built

Where is the poverty rate highest in Paris?

How this query was built

Where do social benefits make up the largest share of household income in Paris?

How this query was built

Where does capital make up the largest share of household income in Paris?

How this query was built

Where does work make up the largest share of household income in Paris?

How this query was built

Where is the mean standard of living highest in Paris?

How this query was built

Which parts of Paris combine a high median income with a high poverty rate?

How this query was built

Where are Paris's richest and poorest households closest together?

How this query was built

Where do Paris's manager households and capital income overlap?

How this query was built

Where do artisan, trader and business-owner households live in Paris?

How this query was built

The same query, retargeted

Where does the top of Paris's income distribution sit?

How this query was built

Where do Paris's manager households and restaurant density overlap?

How this query was built

Where do Paris's residents aged 65–79 and pharmacies overlap?

How this query was built

Where do pensions make up the largest share of household income in Paris?

How this query was built

Where is Paris most built on retirement income?

How this query was built

Where do couples without children at home live in Paris?

How this query was built

Where do residents aged 18–24 live in Paris?

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Where do residents aged 25–39 live in Paris?

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Where do residents aged 40–54 live in Paris?

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Where do residents aged 65–79 live in Paris?

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Where do residents aged 80 and over live in Paris?

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Where do Paris's 18–24 year olds live near education venues?

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Where do families with children and parks overlap in Paris?

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Which parts of Paris have the most families with children at home?

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Where do people living alone have the most places to eat nearby in Paris?

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Where do children under 18 live in Paris?

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Where do couples with children live in Paris?

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Where do households of five or more live in Paris?

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Where do one-person households cluster in Paris?

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Where do single-parent families live in Paris?

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