@@ -96,8 +96,8 @@ TypeDB 3.7.0 introduces the `analyze` operation. Analyzing a query
9696returns its pipeline structure, along with typing information for the
9797variables in each pattern.
9898
99- A pipeline is made up of `PipelineStage`s, some of which are made of
100- `Conjunction`s.
99+ A pipeline is made up of `PipelineStage` s, some of which are made of
100+ `Conjunction` s.
101101
102102[source,python]
103103----
@@ -136,7 +136,7 @@ stages
136136----
137137====
138138
139- A conjunction is a collection of `Constraint`s, which should be
139+ A conjunction is a collection of `Constraint` s, which should be
140140familiar from the TypeQL statements:
141141
142142[source,python]
@@ -159,8 +159,8 @@ class Has(Constraint, ABC):
159159----
160160
161161TypeQL statements can be seen as constraints between one or more
162- `ConstraintVertex`es - These can be type `Label`s, `Variable`s or
163- raw `Value`s.
162+ `ConstraintVertex` es - These can be type `Label` s, `Variable` s or
163+ raw `Value` s.
164164
165165
166166[source, python]
@@ -288,7 +288,7 @@ image:output_13_0.png[]
288288
289289== Visualising Data
290290
291- TypeDB answers are `ConceptRow`s which map variables in the queries to
291+ TypeDB answers are `ConceptRow` s which map variables in the queries to
292292concepts in the database. It has a similar interface to a python
293293dictionary. If the `include_query_structure` `QueryOption` is set,
294294the pipeline structure will be returned and each row will have shared
@@ -390,7 +390,7 @@ answers_as_data_edges
390390=== Drawing the graph
391391
392392We’ll need a new node style since our vertices are now concepts rather
393- than `ConstraintVertex`es.
393+ than `ConstraintVertex` es.
394394
395395[source, python]
396396----
@@ -667,8 +667,8 @@ It follows the structure of the TypeScript library we wrote for TypeDB studio.
667667The essence remains the same as what we’ve covered in the tutorial -
668668Find the constraints "`involved`" in each answer, and substitute in the concepts for the variables.
669669Instead of converting a constraint into query edges, and then applying the substitution to form data-edges,
670- We directly apply the substitution on the `Constraint`s to obtain the corresponding `DataConstraint` -
671- These constrain `DataVertex`es instead of `ConstraintVertex`es.
670+ We directly apply the substitution on the `Constraint` s to obtain the corresponding `DataConstraint` -
671+ These constrain `DataVertex` es instead of `ConstraintVertex` es.
672672
673673Here’s the signature of an `Isa` `DataConstraint` from the library,
674674and the `Isa` `Constraint` from the driver API to compare against:
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