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Estatística descritiva

Cole dados ou envie CSV/TSV para ver estatística descritiva, histograma, box plot, outliers, LaTeX/CSV e passos documentados.

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Paste values with commas, semicolons, tabs, or spaces. Choose sample or population mode. The calculator then shows quartiles, histogram bins, and outlier rules with clear steps.

Entradas

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Summary

Resultados will appear after you Calcular.

MetricValue

Como é calculado

    Histogram

    Box plot

    Teacher notes

    Como usar this calculator effectively

    This guide helps you use Descriptive Statistics + Box Plot & Histogram in a repeatable way: define a baseline, change one variable at a time, and interpret outputs with explicit assumptions before you Compartilhar or act on Resultados.

    How it works

    The page applies deterministic logic to your Entradas and shows rounded Saída for readability. Treat it as a comparison workflow: run one baseline case, adjust a single Parâmetro, and measure both absolute and percentage deltas. If a Resultado seems off, verify units, time basis, and sign conventions before drawing conclusions. This approach keeps your analysis reproducible across teammates and sessions.

    When to use

    Use Esta página when you need a fast estimate, a classroom check, or a practical what-if comparison. It works best for planning and prioritization steps where you need direction and magnitude quickly before investing in deeper modeling, manual spreadsheets, or formal external review.

    Common mistakes to avoid

    Interpretation and worked example

    Run a baseline scenario and keep that Resultado visible. Next, modify one assumption to reflect your realistic alternative and compare direction plus size of change. If the direction matches your domain expectation and the size is plausible, your setup is usually coherent. If not, check hidden defaults, boundary conditions, and interpretation notes before deciding which scenario to adopt.

    See also

    Perguntas frequentes

    Como a calculadora limpa os dados colados?

    O analisador detecta separadores, converte marcas decimais, remove separadores de milhar e ignora tokens inválidos. O log mostra quantos valores foram descartados.

    Quais regras de quartis e histograma estão disponíveis?

    Você pode escolher charneiras de Tukey, quartis inclusivos tipo 7 ou exclusivos tipo 6. Para classes, o modo Auto tenta Freedman-Diaconis, depois Scott e depois Sturges, e você também pode definir um número manual.

    O que devo fazer primeiro nesta página?

    Comece com os dados mínimos necessários ou com o primeiro exemplo útil. Mantenha as opções opcionais no padrão na primeira rodada e depois altere um ajuste por vez.

    Por que esta página pode diferir de outra ferramenta?

    Ferramentas diferentes podem usar regras distintas de quartis, classes, arredondamento ou limpeza de dados. Alinhe essas opções antes de comparar os resultados e verifique as etapas intermediárias se a diferença persistir.

    Quão confiáveis são os valores exibidos?

    Os valores são calculados no navegador e arredondados para exibição. Eles servem bem para estudo, checagem rápida e preparação, mas um uso crítico exige validação adicional.

    Como usar Descriptive Statistics + Box Plot & Histogram effectively

    What this calculator does

    Esta página is for estimating outcomes by changing Entradas in one controlled workflow. The model keeps your focus on variables, not Saída shape. Start with stable assumptions, then test sensitivity by changing one key Entrada at a time to observe directional impact.

    Entrada meaning and unit policy

    Each Entrada has an expected unit and a typical range. For reliable interpretation, check whether you are using the same unit system, period, and base assumptions across all runs. Unit mismatch is the most common source of unexpected drift in numeric Resultados.

    Use-case sequence

    A practical sequence is: first run with defaults, then create a baseline log, then run one alternative scenario, and finally compare only the changed Saída metric. This sequence reduces cognitive load and prevents false pattern recognition in early experiments.

    Common mistakes to avoid

    Avoid changing too many variables at once, mixing incompatible data sources, and interpreting a one-time Saída without checking robustness. A single contradictory Entrada can flip conclusions, so keep each experiment minimal and document assumptions como parte de your note.

    Interpretation guidance

    Review both magnitude and direction. Direction tells you whether a strategy moves outcomes in the desired direction, while magnitude helps you judge practicality. If both agree, you can proceed; if not, rebuild the baseline and verify constraints before deciding.

    Operational checkpoint 1

    Record the exact values and intent before you finalize any comparison. Confirm the unit system, date context, and business constraints. Compare outputs side by side and check whether differences are explained by one changed variable or by hidden assumptions. This checkpoint often reveals the single factor that changed everything.

    Operational checkpoint 2

    Record the exact values and intent before you finalize any comparison. Confirm the unit system, date context, and business constraints. Compare outputs side by side and check whether differences are explained by one changed variable or by hidden assumptions. This checkpoint often reveals the single factor that changed everything.

    How it’s calculated

    • Computes mean/median/mode and dispersion (variance/SD) with Bessel’s correction where applicable.
    • Handles missing/invalid tokens and logs how many were ignored.
    • The Compartilhável URL and CSV export preserve Entradas and options.