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name: report_generator router_kit: FullStackKit description: Executive rapor, stakeholder presentation ve comprehensive documentation oluşturma rehberi. metadata: skillport: category: business tags: [big data, cleaning, csv, data analysis, data engineering, data science, database, etl pipelines, export, import, json, machine learning basics, migration, nosql, numpy, pandas, python data stack, query optimization, report generator, reporting, schema design, sql, statistics, transformation, visualization] - presentation

📄 Report Generator

Executive rapor ve dokümantasyon rehberi.

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📋 Report Türleri

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🔧 Executive Report Template

Copy# [Report Title]

**Date:** [Date]
**Author:** [Name]
**Status:** Draft | Final

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## Executive Summary
[2-3 paragraf - key points only]

## Background
[Neden bu rapor yazıldı]

## Key Findings
1. **Finding 1**: [Özet]
2. **Finding 2**: [Özet]
3. **Finding 3**: [Özet]

## Recommendations
| # | Recommendation | Priority | Timeline |
|---|----------------|----------|----------|
| 1 | [Action] | High | Q1 |
| 2 | [Action] | Medium | Q2 |

## Next Steps
1. [Step 1]
2. [Step 2]

## Appendix
[Detaylı data, charts]

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📊 Visual Elements

Data Presentation

CopyUse charts for:
- Trends → Line chart
- Comparisons → Bar chart
- Parts of whole → Pie chart
- Relationships → Scatter plot

Status Indicators

• 🟢 On track / Positive
• 🟡 At risk / Neutral
• 🔴 Off track / Negative

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🎯 Writing Tips

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Report Generator v1.1 - Enhanced

🔄 Workflow

Kaynak: Pandas Reporting & WeasyPrint Docs

Aşama 1: Data Preparation (Automated)

• Validation: Gelen veriyi (CSV/JSON/SQL) Pydantic veya Pandera ile şema kontrolünden geçir.
• Aggregation: Detay veriyi (Raw Data) özetle (Pivot Table, GroupBy). Asla milyon satırı rapora basma.
• Anonymization: Hassas verileri (PII) maskele veya hashle.

Aşama 2: Generation Architecture

• Template Engine: Jinja2 (Python) veya Handlebars (JS) kullanarak logik ile sunumu ayır.
• Format Agnostic: İçeriği Markdown veya HTML olarak üret, sonra PDF/Excel'e çevir (Single Source).
• Styling: CSS (Print CSS) kullanarak sayfa yapısını (@page), header/footer'ı yönet.

Aşama 3: Delivery & Feedback

• Compression: Çıktı dosyalarını (PDF/HTML) sıkıştır.
• Distribution: Raporu otomatik e-posta, Slack veya S3 bucket'a gönder.
• Actionable: Raporun başına "Executive Summary" ve "Action Items" ekle.

Kontrol Noktaları