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DataFrame
pd.DataFrame(NDArray data, IList<string> index, IList<string> columns, Type dtype)
pd.DataFrame<TIndex>(NDArray data, IList<TIndex> index, IList<string> columns, Type dtype)
pd.DataFrame(IDictionary<string, NDArray> data, IList<string> index)
pd.DataFrame<TIndex>(IDictionary<string, NDArray> data, IList<TIndex> index)
Series
pd.Series(NDArray data)
pd.Series(Array data)
pd.Series<T>(T data)
df.Index
df.Columns
df.Values
df.Shape
df.NDIM
df.Size
df[0]:按列索引选取数据(返回Series)
df[params int[] columnIndexs] :按列索引选取数据(返回DataFrame)
df["column_label"]:按列标签选取数据(返回Series);可通过 set 访问器增加列(如果列标签不存在)
df[params string[] columnLabels]:按列标签选取数据(返回DataFrame)
df.Column(string columnLabel, NDArray value):设置列以及列的值;当列不存在时创建
df.Column(int columnIndex, NDArray value):设置列以及列的值;当列不存在时报异常
df[Slice s]:行切片选取数据
df.loc["index_label"]:按行索引标签选取数据
df.loc["index_label", "column_label"]:按行和列标签选取数据
df.iloc[0]:按行索引(row number)选取数据
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Pandas port in C#, data analysis tool.
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