Ecology biodiversity data completeness calculator

Calculate record missing-field and range diagnostics and complete record fraction with your own figures.

Your numbers

Use the units shown. Results update as you change valid inputs.

Use record missing-field and range diagnostics and complete record fraction to compare changes to your inputs. The method and limits below explain the scope.

Examples

Examples

Try the starting example

JSON biodiversity rows [ID,longitude or null,latitude or null,Unix date or null,taxon or null]
[["A",1,50,1792627200,"oak"],["B",null,50,null,""]]
Record missing-field and range diagnostics
[["A",[]],["B",["Longitude missing or out of range","Date missing or invalid","Taxon missing"]]]
Complete record fraction
0.5

Try another scenario

JSON biodiversity rows [ID,longitude or null,latitude or null,Unix date or null,taxon or null]
[["A",1,50,1792627200,"oak"],["B",2,51,1792627200,"pine"]]
Record missing-field and range diagnostics
[["A",[]],["B",[]]]
Complete record fraction
1
Calculation method

Calculation method

Record missing-field and range diagnostics

Require finite longitude[-180,180], latitude[-90,90], nonnegative finite date and nonempty taxon; null values flagged, never fabricated.

Complete record fraction

Rows passing all supplied fixed schema rules / total rows.

Symbols and units
a
JSON biodiversity rows [ID,longitude or null,latitude or null,Unix date or null,taxon or null]

Use the units shown. A list keeps the order in which you enter its values. The symbol ^ means “raised to the power of”.

Assumptions & limits

Assumptions & limits

  • Records, required coordinates-dates-taxa, validation rules. Returns Missing fields and invalid records. All coefficients and observations are user supplied; results describe only the stated mathematical model. Quantities are deterministic calculations from supplied observations and assumptions; no external data is fetched. Supported limits: Finite inputs only; numeric fields bounded as labelled. Lists and JSON records are limited to 256 entries unless a stricter tool bound is stated. No automatic design approval, legal conclusion, treatment recommendation or safety certification.
Are these inputs private?

These calculations run in your browser. A shared link contains the values you choose to share. Only questions submitted to the separate AI finder are sent to OpenAI.

Share this page
Share this calculator

Leave unchecked to share the page without your entered values.