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From survey data to
publication-ready reports
in hours, not weeks.

Chisquare automates the entire analysis pipeline โ€” EDA, bias detection, statistical testing, and AI-drafted reports โ€” for NGOs, research firms, and academic teams.

No credit card required ยท GDPR-ready ยท Works with CSV, Excel, XLSForm

Humanitarian sector readyDevelopment sector readyAcademic sector readyPolicy sector ready
Features

Everything for rigorous survey analysis

Built by researchers, for researchers. Every statistical decision is transparent, auditable, and explainable.

AI-Guided Analysis Planning

Gemini proposes the right statistical tests for your research questions โ€” Kruskal-Wallis, Spearman, OLS regression, moderation, and more.

Automated EDA & Quality

Column profiling, bias detection, social desirability checks, and quality scores โ€” all before you touch a single line of code.

Statistical Rigour Built In

Effect sizes, exact p-values, assumption checking, and APA-style reporting. Non-parametric tests auto-selected for Likert scales.

Multi-Template Reports

Donor, internal, academic, or policy reports โ€” each with appropriate language, depth, and formatting. AI drafts, you review.

XLSForm & DOCX Support

Upload your survey instrument alongside the data. The AI maps question labels to dataset columns automatically.

GDPR-Ready Architecture

Row-level security on every table, data stays in EU region, signed export URLs with 7-day expiry.

Workflow

7 steps from upload to report

A guided, linear workflow keeps you in control at every decision point.

01

Define Context

Name your study, set research questions, select sampling method and target population.

02

Upload Data

CSV or Excel. Optionally attach your questionnaire (XLSForm / Word / PDF) for label mapping.

03

Map Columns

AI suggests roles: outcome, covariate, demographic, identifier. You review and confirm.

04

Quality Check

EDA, bias detection, and data cleaning suggestions โ€” all with one click.

05

Run Analysis

Approve the AI's analysis plan or add your own tests. All stats computed deterministically.

06

Review Results

Per-RQ synthesis, traffic-light evidence verdicts, charts, and AI interpretations.

07

Export Report

Download a publication-ready DOCX or PDF with methodology, findings, and recommendations.

Audience

Built for evidence-driven teams

NGOs & INGOs

Baseline/endline evaluations, needs assessments, donor reports

Research Firms

Survey data analysis at scale, fast turnaround for clients

Academic Teams

Publish-ready results with correct statistical notation

Policy Units

Plain-language summaries and actionable recommendations

Trusted by analysts who care about rigour

โ€œWe used to spend 3 weeks on post-survey analysis. Chisquare compressed that to 2 days, including the donor report.โ€

AK

Amira K.

MEL Manager, humanitarian INGO

โ€œThe AI correctly identified that our Likert-scale data needed non-parametric tests. That alone saved us a reviewer rejection.โ€

RM

Dr. R. Mensah

Research Director, West Africa

โ€œThe evidence-per-RQ synthesis section is exactly what our policy team needed. No statistics background required.โ€

ST

Sara T.

Policy Analyst

Ready to run your analysis?

Join teams that use Chisquare to go from raw data to evidence-backed decisions โ€” without the spreadsheet marathon.