updating results

Author: mneedham

doc/asciidoc/scripts/similarity-pearson.cypher

@@ -18,7 +18,7 @@ MERGE (michael:Person {name: "Michael"})
 MERGE (arya:Person {name: "Arya"})
 MERGE (karin:Person {name: "Karin"})
 
-MERGE (zhen)-[:RATED {score: 1}]->(home_alone)
+MERGE (zhen)-[:RATED {score: 2}]->(home_alone)
 MERGE (zhen)-[:RATED {score: 2}]->(good_men)
 MERGE (zhen)-[:RATED {score: 3}]->(matrix)
 MERGE (zhen)-[:RATED {score: 6}]->(jerry)

doc/asciidoc/similarity-pearson.adoc

@@ -77,22 +77,23 @@ include::scripts/similarity-pearson.cypher[tag=stream]
 [opts="header"]
 |===
 | `from`       | `to`         | `similarity`
-| "Arya"     | "Zhen"     | 1.0
-| "Arya"     | "Praveena" | 1.0
-| "Arya"     | "Karin"    | 0.9773555548504417
-| "Zhen"     | "Praveena" | 0.9561828874675149
-| "Karin"    | "Zhen"     | 0.0
-| "Karin"    | "Praveena" | 0.0
-| "Praveena" | "Michael"  | -0.7857142857142859
-| "Zhen"     | "Michael"  | -0.8660254037844386
-| "Arya"     | "Michael"  | -1.0
-| "Karin"    | "Michael"  | -1.0
+| "Zhen"     | "Praveena" | 0.8865926413116155
+| "Zhen"     | "Karin"    | 0.8320502943378437
+| "Arya"     | "Karin"    | 0.8194651785206903
+| "Zhen"     | "Arya"     | 0.4839533792540704
+| "Praveena" | "Karin"    | 0.4472135954999579
+| "Praveena" | "Arya"     | 0.09262336892949784
+| "Praveena" | "Michael"  | -0.788492846568306
+| "Zhen"     | "Michael"  | -0.9091365607973364
+| "Michael"  | "Arya"     | -0.9551953674747637
+| "Michael"  | "Karin"    | -0.9863939238321437
 
 |===
 // end::stream[]
 
-Zhen and Arya, and Praveena and Arya are the most similar with a score of 1.0 - the maximum score.
-We also have 5 pairs of users who are not similar at all.
+Zhen and Praveena are the most similar with a score of 0.88.
+The maximum score is 1.0
+We also have 4 pairs of users who are not similar at all.
 We'd probably want to filter those out, which we can do by passing in the `similarityCutoff` parameter.
 
 .The following will return a stream of node pairs that have a similarity of at least 0.1, along with their Pearson similarities:
@@ -106,10 +107,11 @@ include::scripts/similarity-pearson.cypher[tag=stream-similarity-cutoff]
 [opts="header"]
 |===
 | `from`       | `to`         | `similarity`
-| "Arya" | "Zhen"     | 1.0
-| "Arya" | "Praveena" | 1.0
-| "Arya" | "Karin"    | 0.9773555548504417
-| "Zhen" | "Praveena" | 0.9561828874675149
+| "Zhen"     | "Praveena" | 0.8865926413116155
+| "Zhen"     | "Karin"    | 0.8320502943378437
+| "Arya"     | "Karin"    | 0.8194651785206903
+| "Zhen"     | "Arya"     | 0.4839533792540704
+| "Praveena" | "Karin"    | 0.4472135954999579
 |===
 // end::stream-similarity-cutoff[]
 
@@ -128,16 +130,16 @@ include::scripts/similarity-pearson.cypher[tag=stream-topk]
 [opts="header",cols="1,1,1"]
 |===
 | `from`     | `to`       | `similarity`
-| "Arya"     | "Zhen" | 1.0
-| "Zhen"     | "Arya" | 1.0
-| "Praveena" | "Arya" | 1.0
-| "Karin"    | "Arya" | 0.9773555548504417
+| "Zhen"     | "Praveena" | 0.8865926413116155
+| "Praveena" | "Zhen"     | 0.8865926413116155
+| "Karin"    | "Zhen"     | 0.8320502943378437
+| "Arya"     | "Karin"    | 0.8194651785206903
 
 |===
 // end::stream-topk[]
 
-These results will not be symmetrical.
-For example, the person most similar to Karin is Arya, but the person most similar to Arya is Zhen.
+These results will not necessarily be symmetrical.
+For example, the person most similar to Arya is Karin, but the person most similar to Karin is Zhen.
 
 .Parameters
 [opts="header",cols="1,1,1,1,4"]