Data Manipulation and Analysis with pandas

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The name pandas is derived from panel data, an econometrics term for a multidimensional structured dataset. Introducing pandas Series, pandas DataFrames, and pandas Indexes pandas.Series The pandas.Series data structure represents a one-dimensional series of homogeneous values (integer values, string values, double values, and so on). Series are a type of list and can contain only…

High-Speed Scientific Computing Using NumPy

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Creating NumPy ndarrays Creating 1D ndarrays Inspect the type of the array Creating 2D ndarrays Creating any-dimension ndarrays Creating an ndarray with np.zeros(…) Creates an ndarray populated with all 0s Creating an ndarray with np.ones(…) Each value is assigned a value of 1 Creating an ndarray with np.identity(…) Creating an ndarray with np.arange(…) Creating an…