Pandas

pandas

#pandas

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Examples

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anaconda

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,

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2: Gotchas of pandas

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Examples

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np.nan

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Integer NA

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( )

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3: IO Google BigQuery

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Examples

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BigQuery

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BigQuery

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4: JSON

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Examples

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JSON

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json, json

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Dataframe JSON, flare.js, D3.js

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JSON

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5: Meta:

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Examples

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Pandas

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python 2 3:

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6: Pandas Datareader

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Examples

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Datareader (Yahoo Finance)

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( ) pandas -

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7: pd.DataFrame.apply

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Examples

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pandas.DataFrame.apply

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8: Resampling

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Examples

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9: :

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Examples

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Quintile:

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pd.qcut - pd.qcut Quintile

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Quintile scatter_matrix

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Draw Down

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Examples

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DataFrame

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Examples

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Examples

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matplotlib

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Examples

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,

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Examples

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Examples

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16: DataFrame

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Examples

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DataFrame

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DataFrame DataFrame

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Examples

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.

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Examples

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Examples

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,

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() CSV- ,

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20:

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Examples

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( ??, , RegEx . .)

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DF

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, 'a'

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RegEx (b|c|d) - b c d :

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, , ( /

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/ `.query ()`

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DF

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, A>2 B ................
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