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Update day 35
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srlee056 committed Dec 1, 2023
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34 changes: 21 additions & 13 deletions content/post/DevCourse/day-35/index.md
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Expand Up @@ -34,16 +34,16 @@ tags = [

### 어떤 시각화 툴이 있을까?

| 기업 | Tools | 특징 |
| :--------: | ------------------------------- | -------------------------------------------------------- |
| | Excel<br>Google Spreadsheet | 가장 많이 쓰이는 시각화 툴 |
| | Python | EDA에 더 적합 |
| Google | `Looker` | |
| Salesforce | `Tableau` | |
| MS | Power BI | |
| | Apache Superset<br>`ReDash` | 오픈소스 |
| | `Mode Analytics` | |
| | Google Studio<br>AWS Quicksight | 자사 클라우드 기반의 Dashboard<br/> 기능이 비교적 떨어짐 |
| 기업 | Tools | 특징 |
| :--------: | -------------------------------------------------- | -------------------------------------------------------- |
| | Excel<br>Google Spreadsheet | 가장 많이 쓰이는 시각화 툴 |
| | Python | EDA에 더 적합 |
| Google | [Looker](#looker) | |
| Salesforce | [Tableau](#tableau) | |
| MS | Power BI | |
| | [Apache Superset](#supserset)<br>[ReDash](#redash) | 오픈소스 |
| | [Mode Analytics](#mode-anlytics) | |
| | Google Studio<br>AWS Quicksight | 자사 클라우드 기반의 Dashboard<br/> 기능이 비교적 떨어짐 |

- Excel, Python 등은 코딩이 가능해야 활용 가능, 기능상의 제약 존재

Expand Down Expand Up @@ -102,7 +102,7 @@ tags = [

- Airbnb에서 시작된 오픈소스, Maxim(Airflow 개발자)과 같이 시작

#### 특징
### 특징

- 다양한 형태의 시각화
- 쉬운 인터페이스
Expand All @@ -112,7 +112,7 @@ tags = [
- Druid.io(streaming db)와 연동한 실시간 데이터의 시각화 가능
- API, 플러그인 아키텍쳐 제공 -> 기능 쉽게 확장 가능

#### 구조
### 구조

- Python으로 만들어짐
- Web Interface -> Flask & React JS
Expand All @@ -121,7 +121,7 @@ tags = [
- Redis를 caching layer로 사용하여 성능 최적화 -> #TODO
- SQLAlchemy

#### 용어
### 용어

- Database : backend db (Redshift, Druid, ...)
- Dataset : table
Expand Down Expand Up @@ -203,6 +203,8 @@ JOIN raw_data.session_timestamp t ON t.sessionid = usc.sessionid

![](image-5.png)

![](image-9.png)

### dataset

![](image-2.png)
Expand All @@ -213,12 +215,18 @@ JOIN raw_data.session_timestamp t ON t.sessionid = usc.sessionid

### snowflake db 연결

![](image-7.png)
![](image-8.png)

## HW - nps chart

### dataset

### chart

![](image-11.png)
![](image-10.png)

### result dashboard

![](image-6.png)
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