python_jupyter
python_jupyter
Environment Setup¶
Notebook Setup¶
Most Common Libraries¶
Magic Functions¶
Python Fundamental¶
Variable and Values¶
Assignment¶
Built-in Data Types¶
Numbers¶
String¶
Boolean¶
None¶
Built-In Data Structure¶
Tuple¶
List¶
Dictionaries¶
Sets¶
range¶
Control and Loops¶
If Statement¶
For Loops¶
Library and Functions¶
Library Installation¶
Importing Library¶
Define Function¶
numpy Library¶
Create numpy array¶
Accessing¶
Dimension and Reshaping¶
Matrix Operation¶
Random Numbers¶
Sampling (Integer)¶
datetime Library¶
Data Types¶
Datetime Parsing and Formating¶
Getting External Data¶
Webscraping using request & BeautifulSoup4¶
pandas Library¶
Display Setup¶
Pandas Data Types¶
Series¶
DataFrame¶
Categories¶
Getting External Data¶
Frequency Table (crosstab)¶
Group and Aggregation¶
Fundamental Analysis¶
Plydata (dplyr for Python)¶
Sample Data¶
Column Manipulation¶
Rename Column¶
Sorting (arrange)¶
Grouping¶
Summarization¶
Visualization¶
Library¶
Sample Data¶
Grid Manager¶
Histogram¶
Scatter Plot¶
Line Chart¶
Bar Chart¶
Conversion To HTML¶
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numpy Library¶
numpy Library
¶
Best array data manipulation, fast
numpy array allows only single data type, unlike list
Support matrix operation
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