docs(10_Wiki): 위키 구조 정리 — 언어 튜토리얼 카테고리 폴더 제거 + 신규 자산 동기화
Topic_CSS/Topic_HTML/Topic_JavaScript/Topic_Prompt/Topic_Comfyui 등 기존 카테고리 폴더를 정리하고, Topic_Graphic/Dev 등 신규 산출물과 Topics 내부 세션/메모리 기록을 동기화.
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id: python-mysql-join
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title: "Python MySQL Join"
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category: "Programming_Language"
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status: "draft"
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verification_status: "conceptual"
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canonical_id: ""
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aliases: ["파이썬 MySQL 조인"]
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duplicate_of: ""
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source_trust_level: "B"
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confidence_score: 0.9
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created_at: 2026-07-04
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updated_at: 2026-07-04
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review_reason: ""
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merge_history: []
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tags: ["python", "mysql", "w3schools", "join", "innerjoin", "leftjoin", "rightjoin"]
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raw_sources: ["https://www.w3schools.com/python/python_mysql_join.asp"]
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applied_in: []
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github_commit: ""
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---
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# [[Python MySQL Join]]
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## 🎯 한 줄 통찰 (One-line insight)
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INNER JOIN silently drops users with no favorite product (Hannah, Michael) — the same rows only reappear if you switch to LEFT JOIN, making the choice of join type directly visible in which rows survive. [S1]
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## 🧠 핵심 개념 (Core concepts)
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- **JOIN via raw SQL** — combining `users` and `products` tables on `users.fav = products.id`, executed through the same cursor pattern. [S1]
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- **INNER JOIN (default via JOIN)** — only matching rows in both tables; users with no favorite product are excluded. [S1]
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- **LEFT JOIN** — keeps ALL users, even those without a matching product (fav is NULL). [S1]
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- **RIGHT JOIN** — keeps ALL products, even those no user has favorited. [S1]
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## 🧩 추출된 패턴 (Extracted patterns)
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- **Missing rows are the tell** — the source explicitly points out that Hannah and Michael (no favorite product) vanish under INNER/RIGHT JOIN but reappear under LEFT JOIN — a concrete way to verify which join type is actually in effect. [S1]
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## 📖 세부 내용 (Details)
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- Sample data: `users` table has `fav` referencing `products.id`; some users (Hannah, Michael) have no `fav` value. [S1]
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- INNER JOIN: `sql = "SELECT users.name AS user, products.name AS favorite FROM users INNER JOIN products ON users.fav = products.id"` — excludes users with no favorite. [S1]
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- LEFT JOIN: same query with `LEFT JOIN` — includes ALL users, even without a favorite. [S1]
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- RIGHT JOIN: same query with `RIGHT JOIN` — includes ALL products, even unfavorited ones; still excludes favorite-less users. [S1]
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## ⚖️ 모순 및 업데이트 (Contradictions & updates)
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소스에서 모순되는 정보는 발견되지 않음.
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## 🛠️ 적용 사례 (Applied in summary)
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현재 발견된 실제 적용 사례가 없습니다 — SQL Inner/Left/Right Join 챕터에서 이미 배운 동작 차이를 실제 mysql.connector 쿼리로 재확인하는 문서다. [S1]
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## 💻 코드 패턴 (Code patterns)
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LEFT JOIN to include unmatched rows (Python):
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```python
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sql = "SELECT \
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users.name AS user, \
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products.name AS favorite \
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FROM users \
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LEFT JOIN products ON users.fav = products.id"
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mycursor.execute(sql)
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myresult = mycursor.fetchall()
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```
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## ✅ 검증 상태 및 신뢰도
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- **상태:** draft
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- **검증 단계:** conceptual
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- **출처 신뢰도:** B (W3Schools — widely used educational reference, not a primary standards body)
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- **신뢰 점수:** 0.90
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- **중복 검사 결과:** 신규 생성 (New discovery)
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## 🔗 지식 그래프 (Knowledge Graph)
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- **상위/루트:** [[Python Tutorial]]
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- **관련 개념:** [[SQL Inner Join]], [[SQL Left Join]], [[SQL Right Join]], [[Python MySQL Select]]
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- **참조 맥락:** SQL JOIN 동작 차이를 mysql.connector로 실증 — 사라지는/나타나는 행으로 join 유형을 검증할 수 있다.
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## 📚 출처 (Sources)
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- [S1] W3Schools — Python MySQL Join — https://www.w3schools.com/python/python_mysql_join.asp
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## 📝 변경 이력 (Change history)
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- 2026-07-04: Initial draft synthesized from the W3Schools "Python MySQL Join" page (Astra wiki-curation, P-Reinforce v3.1 format).
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