22[ ![ Gitter chat] ( https://img.shields.io/badge/Chat-Gitter-ff69b4.svg?label=Chat&logo=gitter&style=flat-square )] ( https://gitter.im/Python_Project/community )   ; 
33![ ] ( https://img.shields.io/github/repo-size/mincloud1501/Python.svg?label=Repo%20size&style=flat-square )   ; 
44
5- ### All Codes implemented in Python (for Study )  
5+ ### All Codes implemented in Python (with Jupyter Notebook )  
66
77These implementations are for learning purposes. They may be less efficient than the implementations in the Python standard library.
8- Use PyCharm Community Edition.
8+ Use Jupyter Notebook & PyCharm Community Edition.
9+ 
10+ #### ■ Python Data Analytic Library  
11+ 
12+ -  [ ![ Sources] ( https://img.shields.io/badge/출처-NumPy-yellow )] ( http://matplotlib.org )  : 벡터 및 행렬 계산에 편의를 제공하는 라이브러리로 pandas,matplotlib의 기본 base library
13+ -  ` pandas `  : 고유하게 정의된 자료 구조를 활용해서 빅데이터를 분석 가능, 기존 Excel로 가능했던 모든 분석을 scale과 속도 개선
14+ -  [ ![ Sources] ( https://img.shields.io/badge/출처-matplotlib-yellow )] ( http://matplotlib.org )  : numpy와 pasndas를 통해 얻은 데이터 분석결과를 시각화 해주는 라이브러리
915
1016## Time Series Analytics with Pandas (On Windows)  
1117
@@ -43,7 +49,7 @@ Solving environment: done
4349
4450The following packages will be downloaded: 
4551
46-  package  |    build
52+  package  | 	build
4753 -------------------------- - | -------------------------------- 
4854 ca- certificates- 2018.03 .07  |  0  155  KB 
4955 certifi- 2018.4 .16  |  py36_0 143  KB 
@@ -63,17 +69,29 @@ The following packages will be SUPERSEDED by a higher-priority channel:
6369### ■ Setup & Run  
6470
6571``` 
66- git clone https://github.com/mincloud1501/Python.git 
72+ >  git clone https://github.com/mincloud1501/Python.git
6773``` 
6874-  Install the environment for this hands-on by running:
6975``` 
70- cd Python/ 
71- conda activate mincloud 
72- python -m ipykernel install --name mincloud --user 
73- jupyter notebook --port=8888 
76+ >  cd Python/
77+ >  conda activate mincloud
78+ >  python -m ipykernel install --name mincloud --user
79+ >  jupyter notebook --port=8888
7480``` 
7581
76- ## Community Channel  
82+ ## USEFUL SHORTCUTS (Jupyter Notebook)  
83+ ``` js 
84+ run_and_pass =  ' Shift + Enter' 
85+ run_and_add_cell =  ' Alt + Enter' 
86+ run_and_stay =  ' Ctrl + Enter' 
87+ 
88+ recommendations =  ' Tab' 
89+ docstrings =  ' Shift + Tab' 
90+ 
91+ add_hashtag =  ' Ctrl + /' 
92+ add_cell =  ' b' 
93+ delete_cell =  ' dd' 
94+ ``` 
7795
7896## Category  
7997
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