Upload your Excel or CSV file
Sign in to the Navos web app and drop your dataset into the workspace — survey responses, experiment results, sales records, or any tabular data you need to analyze.
STATISTICS AI
Statistics AI: Upload Your Data, Get the Analysis Explained
Navos is a statistics AI that runs statistical analysis on an uploaded Excel or CSV file and explains every result in plain language. The AI Data Analyst computes descriptive statistics, distributions, correlations, outliers, and group comparisons in code — no SPSS, R, or Python required — and writes up what the numbers actually mean.
Works with .xlsx and .csv · English & 中文 write-ups · Results in minutes, not sessions
How to Run Statistical Analysis with AI
Three steps from raw data to statistics you can defend.
AI computes the statistics in code
The Data Report Generator skill profiles the dataset programmatically — descriptive statistics, distributions, missing values, outliers, correlations — every figure computed deterministically, not estimated.
Read results in plain language
You get an interactive report: the statistics, the charts, and a written interpretation of what each result means and which findings deserve attention. Ask follow-up statistical questions in chat.
A Statistics AI That Shows Its Work
Statistical software gives you output. Navos gives you output you can understand and defend.
Real Computation, Not Estimation
Every statistic is calculated in code during data profiling. The language model interprets results — it never invents the numbers.
Data Quality Checked First
Missing values, inconsistent formats, and outliers are detected and reported before any analysis, so you know how much to trust each result.
Distributions, Correlations, Comparisons
Descriptive statistics, distribution shapes, correlation analysis, outlier detection, and segment comparisons — selected to fit your data, not a fixed menu.
Every Result Explained
No cryptic output tables. Each statistic comes with a plain-language interpretation: what it means, why it matters, and what to check next.
Bilingual Write-ups
Generate the same statistical analysis in English or Chinese — ready for coursework, research collaboration, or business reporting.
From Statistics to Report
The analysis lands as a shareable artifact with an executive summary — hand it in, send it out, or keep drilling down in chat.
What Statistical Analysis Can You Run?
If it fits in a spreadsheet, the statistics AI can analyze it and explain it.
Survey & Questionnaire Data
Upload survey responses and get a full questionnaire data analysis: response distributions, segment differences, and notable patterns — without coding a single crosstab.
Research & Coursework Datasets
Descriptive statistics, correlations, and distribution analysis for theses, papers, and class projects — with interpretations you can cite and defend.
Business Metrics & Experiments
Compare groups, spot outliers, and test whether that difference between segments or periods actually stands out from the noise.
Operational & Sales Data
Statistical profiling of transactions and operations data: trends, seasonality signals, correlation between drivers, and anomaly detection.
Frequently Asked Questions
What is a statistics AI?
A statistics AI is software that runs statistical analysis on your data and explains the results in natural language. Navos implements this with a two-stage pipeline: statistics are computed deterministically in code during data profiling, then the AI Data Analyst interprets the output and writes up the findings.
Can AI do statistical analysis reliably?
Yes — if the numbers are computed in code. Navos never asks a language model to estimate a statistic: descriptive statistics, distributions, correlations, and outlier detection all run programmatically, and the AI's role is interpretation and explanation.
Is Navos an SPSS alternative?
For descriptive statistics, distribution analysis, correlations, outlier detection, and group comparisons on spreadsheet data — yes, and you get plain-language interpretation instead of output tables. For specialized inferential procedures and academic modeling workflows, dedicated packages like SPSS or R remain the right tool.
How do I analyze survey or questionnaire data with AI?
Export your responses as Excel or CSV (from Google Forms, Qualtrics, SurveyMonkey, or any survey tool), upload the file to Navos, and ask for an analysis. You get response distributions, segment comparisons, and written findings in minutes.
What statistics does it compute?
Data profiling covers descriptive statistics (means, medians, spreads), distribution shapes, missing-value and outlier detection, correlation analysis, and segment or period comparisons. You can request specific cuts and follow-up analyses in chat.
Do I need to know statistics to use it?
No. Every result is explained in plain language — what the number means and why it matters. If you do know statistics, the underlying figures are all there to verify.
How is this different from Excel's Analysis ToolPak?
The ToolPak runs individual procedures you configure by hand and returns raw output tables. Navos profiles the whole dataset automatically, chooses relevant analyses, computes them in code, and writes an interpretation — the difference between a calculator and an analyst.
What file formats are supported?
Excel (.xlsx) and CSV. Export from any tool that produces tabular data — survey platforms, experiment trackers, POS systems, CRMs, or plain spreadsheets.
Is my data secure?
Yes. Navos follows a privacy-first architecture and complies with global privacy standards such as GDPR and CCPA. Your uploaded files are used to generate your own analysis and are not shared with other customers.
Statistics, minus the statistical software.
Upload your dataset and let the statistics AI compute, chart, and explain the analysis.