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The kit

Vertical clips and stills, made from the published record. Each one walks a place across the horizons the data carries — the scenario, the year and the confidence figure sit in the frame with the score, so a clip cannot be shown without them. They are made for a screen: 1080 × 1920, a few seconds, watermarked habitance.io.

Terms

The clips and stills are free to use on screen — in a video, a post or an article — with attribution to habitance.io.

They are informational, not advice: do not alter the numbers, and do not crop out the scenario, the year or the confidence figure that sits beside every score.

Each clip below carries its own line, naming the place and the methodology version its numbers belong to. This is the one for the record as a whole.

Cite
Habitance. Resilience scores for countries, regions and cities. Methodology 0.4.3. https://habitance.io. Retrieved [date].

The clips

7 clips across 1 week · index updated 2026-09-19.

2026-W38

7 clips · methodology 0.4.0 · built 2026-09-19

  • Vertical clip. A horizon scrubber walks now → 2035 → 2050 → 2080 for Lagos. Water security reads 47 out of 100 today and 37 at 2080, with a confidence figure of 67 out of 100 beside it, under SSP2-4.5 · water stress SSP3-7.0. The footer reads habitance.io.

    Lagos — water security, now → 2080

    Water security · SSP2-4.5 · now → 2080 · 12s

    Methodology 0.4.0 · the record

    Clip (mp4, 1.8 MB)Still (jpg)

    Habitance. Lagos — water security, now → 2080 (SSP2-4.5). Methodology 0.4.0. https://habitance.io/place/lagos-ng?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2035 → 2050 → 2080 for Karbala. Climate resilience reads 37 out of 100 today and 49 at 2080, with a confidence figure of 65 out of 100 beside it, under SSP2-4.5. The footer reads habitance.io.

    Karbala — climate resilience, now → 2080

    Climate resilience · SSP2-4.5 · now → 2080 · 12s

    Methodology 0.4.0 · the record

    Clip (mp4, 2.2 MB)Still (jpg)

    Habitance. Karbala — climate resilience, now → 2080 (SSP2-4.5). Methodology 0.4.0. https://habitance.io/place/karbala-iq?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2035 → 2050 → 2080 for Tianjin. Climate resilience reads 47 out of 100 today and 42 at 2080, with a confidence figure of 67 out of 100 beside it, under SSP2-4.5. The footer reads habitance.io.

    Tianjin — climate resilience, now → 2080

    Climate resilience · SSP2-4.5 · now → 2080 · 12s

    Methodology 0.4.0 · the record

    Clip (mp4, 2.4 MB)Still (jpg)

    Habitance. Tianjin — climate resilience, now → 2080 (SSP2-4.5). Methodology 0.4.0. https://habitance.io/place/tianjin-cn?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2035 → 2050 → 2080 for Gwangju. Water security reads 69 out of 100 today and 65 at 2080, with a confidence figure of 67 out of 100 beside it, under SSP2-4.5 · water stress SSP3-7.0. The footer reads habitance.io.

    Gwangju — water security, now → 2080

    Water security · SSP2-4.5 · now → 2080 · 12s

    Methodology 0.4.0 · the record

    Clip (mp4, 2.2 MB)Still (jpg)

    Habitance. Gwangju — water security, now → 2080 (SSP2-4.5). Methodology 0.4.0. https://habitance.io/place/gwangju-kr?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2035 → 2050 → 2080 for São Paulo. Water security reads 68 out of 100 today and 61 at 2080, with a confidence figure of 67 out of 100 beside it, under SSP2-4.5 · water stress SSP3-7.0. The footer reads habitance.io.

    São Paulo — water security, now → 2080

    Water security · SSP2-4.5 · now → 2080 · 12s

    Methodology 0.4.0 · the record

    Clip (mp4, 1.6 MB)Still (jpg)

    Habitance. São Paulo — water security, now → 2080 (SSP2-4.5). Methodology 0.4.0. https://habitance.io/place/sao-paulo-br?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2050 → 2080. Five bars, one per city — Gwangju, Changwon, Ulsan, Daejeon, Daegu — each showing its health & longevity score and a confidence figure out of 100 at 2080, under UN medium. The footer reads habitance.io.

    Gwangju — health & longevity, now → 2080

    Health & longevity · UN medium · now → 2080 · 12s

    Methodology 0.4.0

    Clip (mp4, 0.2 MB)Still (jpg)

    Habitance. Gwangju — health & longevity, now → 2080 (UN medium). Methodology 0.4.0. https://habitance.io/place/gwangju-kr?v=0.4.0. Retrieved [date].

  • Vertical clip. A horizon scrubber walks now → 2050 → 2080. Two bars, Mogadishu and Changwon, each showing its health & longevity score and a confidence figure out of 100 at 2080, under UN medium. The footer reads habitance.io.

    Mogadishu and Changwon — health & longevity, now → 2080

    Health & longevity · UN medium · now → 2080 · 12s

    Methodology 0.4.0

    Clip (mp4, 0.2 MB)Still (jpg)

    Habitance. Mogadishu and Changwon — health & longevity, now → 2080 (UN medium). Methodology 0.4.0. https://habitance.io/place/mogadishu-so?v=0.4.0. Retrieved [date].

Every week and every file in it is also listed in the index, as JSON.

What the numbers are

A score is a reading of a place as the record has it, not a prediction of it. Where a clip shows a later year it is a horizon under a named scenario, and only the families the method projects reach it — the climate, the water and one demographic ratio. The stability, the safety and the institutions are measured as they stand and are never shown as a future number. The method says how each one is built and what it does not know.

Habitance is informational. It is not financial, legal, tax or relocation advice, and it makes no claims about any individual property. Scores are modelled estimates with stated confidence — check them against local sources before making a decision.

No pay-to-rank. No sponsored scores. Ever.

Methodology 0.4.3

Coverage at this methodology version: 250 countries, 3234 regions and 3884 cities. Where a pillar has no data for a place, it is left out of that place's composite rather than estimated, and the confidence figure carries that.