Creating a Series
danfo.Series(data, options)
data
1D Array, 1D Tensor, JSON object.
Flat data structure to load into DataFrame
options
Object
Optional configuration object. Supported properties are:
index: Array of numeric or string names for subseting array. If not specified, indexes are auto-generated.
dtypes: Array of data types for each the column. If not specified, dtypes are/is inferred.
config: General configuration object for extending or setting NDframe behavior. See full options here
In order to create a Series, you need to call the new Keyword and pass a flat data structure. In the following examples, we show you how to create a Series by specifying different config options.
Creating a Series from an object:
Creating a Series from an array
Creating a Series and specifying index and dtypes
You can create a Series and specify options like index, dtypes, as well as configuration options for display, and memory mode etc.
Note: Specifing dtypes, and index on Series creation makes the process slightly faster.
Creating a Series and specifying memory mode
To use less space on Series creation, you can set the low memory mode as demonstrated below:
Last updated
Was this helpful?