DA Data Analyzer
New

Upload. Ask. See insights.

Turn raw CSV or Excel files into magazine‑quality insights and dashboards using plain English. No setup. No notebooks. Just answers.

Weekly Avg Cost – Forecast

Why teams love Data Analyzer

Everything you need for quick, trustworthy analysis and presentation‑ready visuals.

Ask in English

Expert prompt plans, analyzes, visualizes, and summarizes in clean Markdown.

Dashboard templates

One‑click KPI + Charts, EDA Pack, Forecast View, and more.

Rich visuals (2D & 3D)

Plotly, Seaborn, Matplotlib: treemaps, heatmaps, 3D surfaces & clusters.

Safe, in‑memory only

Files never persist on disk. Logged events exclude raw data.

Copy & run code

Assistant code is collapsible with one‑click Run and Copy.

Auto dark/light theme

Looks great in any mode, with a polished, modern UI.

pandas numpy matplotlib seaborn plotly

How it works

Step 1

Upload CSV or Excel

Drag a file or load from a public URL/Google Sheet.

Step 2

Ask in plain English

The assistant validates, analyzes, and drafts charts.

Step 3

Review insights & visuals

Copy runnable code or execute safely in‑app.

Step 4

Export a report

One‑click HTML report—perfect for sharing or PDF.

Connect to your data (roadmap)

Planned enterprise connectors and controls for secure, governed analysis.

Data sources

  • Cloud warehouses: Snowflake, BigQuery, Redshift, Databricks
  • Databases: Postgres, MySQL, SQL Server, Oracle, SAP HANA
  • Files & data lakes: S3, GCS, Azure Blob; Google Sheets

Security & governance

  • Read‑only roles, least privilege, per‑workspace API keys
  • SSO (Azure AD/Google) & role‑based access control
  • Audit logs; query parameterization; no PII storage
  • Private networking options (VPC peering/PrivateLink)

Note: Connectivity features are in development; availability and scope may change.

Return Correlation Heatmap
Return Correlation Heatmap
Drawdown by Ticker
Drawdown by Ticker
Cumulative Returns by Ticker
Cumulative Returns by Ticker
Feature Correlations
Feature Correlations
Weekly Avg Cost – Forecast
Weekly Avg Cost – Forecast
Patient Outcomes
Patient Outcomes
Revenue Over Time (7‑Day MA)
Revenue Over Time (7‑Day MA)
Revenue by Product Category
Revenue by Product Category
Category Treemap (EMEA)
Category Treemap (EMEA)
Key Performance Indicators
Key Performance Indicators
Total Defects by Shift
Total Defects by Shift
Channel Performance: ROAS & CPA
Channel Performance: ROAS & CPA
Pareto of Revenue by Channel
Pareto of Revenue by Channel
Cumulative Returns by Ticker (Alt)
Cumulative Returns by Ticker (Alt)

Use cases

A few concrete things people build with Data Analyzer.

Sales & KPIs

Monthly/weekly trends, YoY/MoM deltas, Pareto (80/20), top customers & products.

Customer & Marketing

Segmentation, funnels, cohort retention, campaign lift, channel mix.

Finance & Forecasting

Actuals vs budget, variance analysis, simple projections & seasonality.

Operations & Supply Chain

Inventory turns, stockouts, lead‑time trends, vendor scorecards.

Healthcare metrics

Encounters, wait times, quality measures, readmission rates.

Web & Product

Usage cohorts, feature adoption, NPS correlation, churn signals.

Industry solutions

Tailored outcomes for your domain. Ready‑made prompts, KPIs, and dashboards that speak your language.

Healthcare

Throughput, readmissions, encounter mix, wait times, payer mix, reimbursement trends, quality metrics.

Finance

P&L, variance, aging, cash‑flow, risk flags, anomaly detection, cost‑to‑serve heatmaps.

Pharma & Life Sciences

Trial readiness, protocol deviations, AE signals, site performance, field force coverage, formulary access.

Retail & eCommerce

Basket analysis, top SKUs, promo lift, cohort LTV, inventory turns, margin waterfalls.

Manufacturing & Supply Chain

OEE, scrap/defects, supplier scorecards, lead time, PPV, capacity, demand/supply balance.

SaaS & Product

Activation, retention, feature adoption, churn risk, NPS correlation, ARR/MRR bridges.

Public Sector & Education

Program KPIs, grant tracking, enrollment & outcomes, equity lenses, FOIA‑ready reporting.

Telecom & Media

ARPU, churn drivers, network event heatmaps, content performance, ad yield optimization.

Energy & Utilities

Load curves, outage analytics, maintenance planning, asset health, safety & compliance.

Government

Budget vs actuals, service delivery KPIs, permits/claims SLAs, 311/911 analytics, grants & compliance dashboards.

Agriculture & Farming

Yield & acreage trends, soil/NDVI signals, input costs, weather impact, crop rotation, livestock productivity, commodity pricing.

Stock Trading & Capital Markets

Portfolio & trade analytics, P&L attribution, factor exposures, risk (VaR/CVaR), backtesting, alpha signals, execution quality, trade surveillance.

Security & privacy

  • In‑memory processing only; no file persistence on disk.
  • We log Q&A and code execution events only—not your raw data.
  • Safe execution sandbox blocks risky imports and system calls.

Tech stack

  • Python · Streamlit · OpenAI API
  • pandas, numpy, matplotlib, seaborn, plotly (2D/3D)
  • Deployed on Cloud Run · Easy to host on Cloudflare Pages (static page)

FAQ

What files can I upload?

CSV and Excel (XLSX). You can also load public URLs and Google Sheets exports.

Can I export results?

Yes—generate a shareable HTML report you can print to PDF.

Does it store my data?

No. Files are processed in memory only; we keep minimal logs to improve quality.

Which charts are supported?

Bars, lines, histograms/KDE, box/violin, heatmaps, treemaps, scatter, Pareto, and 3D surfaces/scatter clusters.

Analyze your data in minutes

No setup. Upload a file and ask a question to get decision‑ready visuals.

Launch Live Demo