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>>> Code example 
dictionary = []
elements = []
elem_names = [e for e in dir(Element) if not e.startswith('_')] 
for name in elem_names:
    elem = Element(name)
    if elem is not None:
        **dictionary.append(elem.atomic_orbitals)**
        elements.append(name)
    else:
        pass
df_orbits = pd.DataFrame([c if c is not None else {} for c in dictionary],index=elem_names).fillna(0.)
print(len(dictionary), df_orbits.shape)
df_orbits.head(5)