Improve consistency of docs examples [ci skip]

website/docs/api/doc.md

@@ -11,6 +11,11 @@ compressed binary strings. The `Doc` object holds an array of `TokenC]` structs.
 The Python-level `Token` and [`Span`](/api/span) objects are views of this
 array, i.e. they don't own the data themselves.
 
+## Doc.\_\_init\_\_ {#init tag="method"}
+
+Construct a `Doc` object. The most common way to get a `Doc` object is via the
+`nlp` object.
+
 > #### Example
 >
 > ```python
@@ -24,11 +29,6 @@ array, i.e. they don't own the data themselves.
 > doc = Doc(nlp.vocab, words=words, spaces=spaces)
 > ```
 
-## Doc.\_\_init\_\_ {#init tag="method"}
-
-Construct a `Doc` object. The most common way to get a `Doc` object is via the
-`nlp` object.
-
 | Name        | Type     | Description                                                                                                                                                         |
 | ----------- | -------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
 | `vocab`     | `Vocab`  | A storage container for lexical types.                                                                                                                              |

website/docs/api/top-level.md

@@ -29,7 +29,7 @@ class. The data will be loaded in via
 > nlp = spacy.load("/path/to/en") # unicode path
 > nlp = spacy.load(Path("/path/to/en")) # pathlib Path
 >
-> nlp = spacy.load("en", disable=["parser", "tagger"])
+> nlp = spacy.load("en_core_web_sm", disable=["parser", "tagger"])
 > ```
 
 | Name        | Type             | Description                                                                       |

website/docs/usage/processing-pipelines.md

@@ -182,8 +182,8 @@ initializing a Language class via [`from_disk`](/api/language#from_disk).
 - nlp = spacy.load('en', tagger=False, entity=False)
 - doc = nlp(u"I don't want parsed", parse=False)
 
-+ nlp = spacy.load('en', disable=['ner'])
++ nlp = spacy.load("en", disable=["ner"])
-+ nlp.remove_pipe('parser')
++ nlp.remove_pipe("parser")
 + doc = nlp(u"I don't want parsed")
 ```
 

website/docs/usage/saving-loading.md

@@ -623,8 +623,8 @@ solves this with a clear distinction between setting up the instance and loading
 the data.
 
 ```diff
-- nlp = spacy.load("en", path="/path/to/data")
+- nlp = spacy.load("en_core_web_sm", path="/path/to/data")
-+ nlp = spacy.blank("en").from_disk("/path/to/data")
++ nlp = spacy.blank("en_core_web_sm").from_disk("/path/to/data")
 ```
 
 </Infobox>