Quanta Analytica | MNS Consulting
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The ARAC Global Stability Analytics Dashboard

Fragility pressure, transformation and governance performance, and democratic institutions, held as three independent lenses rather than fused into a single score.

Production environment diagnostics

Verifies source availability, schema discovery, year coverage, country count, and a latest-year query against the live endpoints.

Queries run in the browser against Hugging Face over HTTP range requests. Nothing is proxied unless direct range access fails.

Fragile States Index

through-2024 · annual · declared coverage 2006-2024

Fragile States IndexNot yet run
Schema columns
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Years discovered
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Countries
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Latest year
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Rows, latest year
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Missing values
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Genuine zeros
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First query
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Schema discovery
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HTTP status
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Accept-Ranges
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TTFB
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Parquet magic
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Range requests
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Footer probe bytes
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How calculated

Year expression: TRY_CAST(SPLIT_PART("Year", '/', 3) AS INTEGER)

Country key: ISO 3166-1 Code (ISO3 present)

Direction: higher-worse

Bertelsmann Transformation Index

2026 (editions 2006-2026) · biennial · declared coverage 2006-2026

Bertelsmann Transformation IndexNot yet run
Schema columns
No data
Years discovered
No data
Countries
No data
Latest year
No data
Rows, latest year
No data
Missing values
No data
Genuine zeros
No data
First query
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Repeat query
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Schema discovery
No data
HTTP status
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Accept-Ranges
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TTFB
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Parquet magic
No data
Response bytes
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Range requests
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Logical file size
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Footer probe bytes
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How calculated

Year expression: TRY_CAST(SPLIT_PART("Year", '/', 3) AS INTEGER)

Country key: Country (name only, resolved via crosswalk)

Direction: higher-better

Varieties of Democracy

v16 · annual · declared coverage 1789-2025

Varieties of DemocracyNot yet run
Schema columns
No data
Years discovered
No data
Countries
No data
Latest year
No data
Rows, latest year
No data
Missing values
No data
Genuine zeros
No data
First query
No data
Repeat query
No data
Schema discovery
No data
HTTP status
No data
Accept-Ranges
No data
TTFB
No data
Parquet magic
No data
Response bytes
No data
Range requests
No data
Logical file size
No data
Read fraction
No data
Transfer encoding
No data
Footer probe bytes
No data
How calculated

Year expression: TRY_CAST("year" AS INTEGER)

Country key: country_text_id (ISO3 present)

Direction: variable-specific

Country crosswalk

ISO3 canonical join key with UN M49 regions. Generated by tools/build_crosswalk.py.

Loading crosswalk…
How calculated

Crosswalk not loaded.

Time mode availability

Section 4.3. Common-year mode requires an observation year present in every selected source.

Shared years across all three sources: 2006, 2008, 2010, 2012, 2014, 2016, 2018, 2020, 2022, 2024

Default common year: 2024present in all three sources

How calculated

Computed from each source's declared cadence and coverage in the data catalog. BTI is biennial, so odd years are never shared. Cross-provider correlation is disabled outside these years rather than silently comparing mismatched years.