*I've decided to separate this into a separate comment.*

Which brings me to another topic, minimalism in API design. I mean, I tend to share the opinion that an API is perfect not when you can't add anything else but rather when you can't take anything from it. It happens quite often that an interface gets overburdened with those small details, e.g. it just hurts my eyes to wade through `numpy.ndarray` attrs/methods when I forget the exact spelling of the thing I want to use and I know is there:

```
In [1]: np.arange(10)
Out[1]: array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])

In [2]: _1.
_1.T             _1.choose        _1.data          _1.flatten       _1.nbytes        _1.repeat        _1.sort          _1.tostring
_1.all           _1.clip          _1.diagonal      _1.getfield      _1.ndim          _1.reshape       _1.squeeze       _1.trace
_1.any           _1.compress      _1.dot           _1.imag          _1.newbyteorder  _1.resize        _1.std           _1.transpose
_1.argmax        _1.conj          _1.dtype         _1.item          _1.nonzero       _1.round         _1.strides       _1.var
_1.argmin        _1.conjugate     _1.dump          _1.itemset       _1.prod          _1.searchsorted  _1.sum           _1.view
_1.argsort       _1.copy          _1.dumps         _1.itemsize      _1.ptp           _1.setfield      _1.swapaxes      
_1.astype        _1.ctypes        _1.fill          _1.max           _1.put           _1.setflags      _1.take          
_1.base          _1.cumprod       _1.flags         _1.mean          _1.ravel         _1.shape         _1.tofile        
_1.byteswap      _1.cumsum        _1.flat          _1.min           _1.real          _1.size          _1.tolist        
```

And, unfortunately, pandas containers add more on top of that:
```
In [1]: pd.Series()
Out[1]: Series([], dtype: float64)

In [2]: _1.
Display all 225 possibilities? (y or n)
```

The desire to have a bit of everything at your fingertip is tempting indeed, but 225 (two hundred!!) methods and properties is a bit too many for my liking. And it is a lot to wrap your head around when you're only starting.