Data to Information: NumPy and Pandas

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Outline

• DatatoInformation.• ArraysandMatrices.• Python:Arrays,ListsandDictionaries.• NumPy.• Pandas.• Tuples

Data to Information

Data formats

Lists and Tuples [] ()

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Tuples

Code

Code

Code

Arrays

Arrays

Lists

Code

List–Cancontainsstringsandnumericvalues

Squarebracketsforalist

Tuple:val=(4,5,3)Immutable–cannotchange

Lists

Code

Dictionaries

Code

Dictionaries–accessedbykeyword

Dictionaries

Code

Arrays, Lists and Dictionaries: Using NumPy

Code

Arrays, Lists and Dictionaries: Using a Dataframe

Code

NumPy

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NumPy

Code

Code

NumPy: Linear Equation Solving

Code

NumPy Array Operations

Code

Code

NumPy Maths Operations

Code

NumPy Array Operations

Code

NumPy: Matrix Operations

Code

NumPy: Bitwise

Code

Pandas

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PandasCode

Pandas: Data Types

Pandas: Len() and Columns

Code

Pandas: Columns

Code

Pandas: Describe()

Code

Pandas: Sorting

Code

Pandas: Correlate()

Code

Pandas: Filtering

Code

Tuples

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Data to Information: NumPy and Pandas

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