
Know what is really in a CSV before you analyse it - every column profiled and every quality problem (duplicates, shifted rows, mixed types, outliers, personal data) shown with evidence.

Decode the creative patterns of a user-supplied YouTube video, channel, or niche into an evidence-labeled Viral Blueprint covering hook, title, thumbnail, structure, audience promise, distribution signals, and five differentiated content ideas. Use for reverse-engineering content and planning new videos. Planning only; never guarantees views, CTR, retention, revenue, or virality.

用配對 CSV 核對原始值與報告值、單位、期間及容許誤差。Compare explicitly paired source/report numbers, units and periods from CSV. Readable Python download; no model required.

Type any US ticker for a 30-second read: valuation vs its own history, growth, quality, technical structure, earnings catalyst, plus a 12-month momentum rank and a daily market dashboard. A reading engine — not investment advice.

A full analysis pipeline that turns a dataset into a finished report, not just charts. Hand it a CSV, Excel, Parquet, or JSON file and it cleans the data, scores its quality, runs EDA, and where the data supports it, trains a prediction model with SHAP attribution and a backtested forecast. You get a trust score, ranked findings, and recommendations as a Word doc, an interactive HTML report, and an optional PowerPoint deck. The numbers come from code, so they stay consistent, never invented.

What's the story in this CSV — and what should you do next? Paste a table and get a finished HTML action report in minutes: what the numbers show, why it's likely happening, and 3–5 prioritized next moves with only your numbers (nothing invented). Built for operators and analysts who need a decision today, not a dashboard.

Business Data Analyst trasforma file Excel, CSV e TSV in insight commerciali chiari e azionabili. Analizza KPI, trend, clienti, prodotti, agenti, marginalità, concentrazione e anomalie, confrontando periodi omogenei. Restituisce sintesi manageriali, azioni consigliate e dashboard HTML offline, distinguendo sempre fatti, ipotesi e raccomandazioni senza inventare dati o cause.

Local CSV, TSV, XLSX and JSONL redaction with Traditional Chinese instructions and reports. Preview first, then explicitly apply field removal, redaction or stable batch pseudonyms. No API required. Same engine as the English edition; choose one.

Turn any Excel or CSV file into a ready-to-share KPI dashboard in minutes. Every number is computed from your data, with targets, trends, period comparisons and clear recommendations. English and Arabic.