diff --git a/src/pg/test/expected/02_moran_test.out b/src/pg/test/expected/02_moran_test.out
index 66ccaaa..92cb218 100644
--- a/src/pg/test/expected/02_moran_test.out
+++ b/src/pg/test/expected/02_moran_test.out
@@ -126,13 +126,65 @@ SELECT ppoints.code, m.quads
   ORDER BY ppoints.code;
 NOTICE:  ** Constructing query
 CONTEXT:  PL/Python function "cdb_moran_local"
-NOTICE:  ** Query failed: "SELECT i."cartodb_id" As id, i."value"::numeric As attr1, (SELECT ARRAY(SELECT j."cartodb_id" FROM "(SELECT * FROM ppoints)" As j WHERE j."value" IS NOT NULL ORDER BY j."the_geom" <-> i."the_geom" ASC LIMIT 5 OFFSET 1 ) ) As neighbors FROM "(SELECT * FROM ppoints)" As i WHERE i."value" IS NOT NULL ORDER BY i."cartodb_id" ASC;"
+NOTICE:  ** Query returned with 52 rows
 CONTEXT:  PL/Python function "cdb_moran_local"
-NOTICE:  ** Exiting function
+NOTICE:  ** Finished calculations
 CONTEXT:  PL/Python function "cdb_moran_local"
  code | quads 
 ------+-------
-(0 rows)
+ 01   | HH
+ 02   | HL
+ 03   | LL
+ 04   | LL
+ 05   | LH
+ 06   | LL
+ 07   | HH
+ 08   | HH
+ 09   | HH
+ 10   | LL
+ 11   | LL
+ 12   | LL
+ 13   | HL
+ 14   | LL
+ 15   | LL
+ 16   | HH
+ 17   | HH
+ 18   | LL
+ 19   | HH
+ 20   | HH
+ 21   | LL
+ 22   | HH
+ 23   | LL
+ 24   | LL
+ 25   | HH
+ 26   | HH
+ 27   | LL
+ 28   | HH
+ 29   | LL
+ 30   | LL
+ 31   | HH
+ 32   | LL
+ 33   | HL
+ 34   | LH
+ 35   | LL
+ 36   | LL
+ 37   | HL
+ 38   | HL
+ 39   | HH
+ 40   | HH
+ 41   | HL
+ 42   | LH
+ 43   | LH
+ 44   | LL
+ 45   | LH
+ 46   | LL
+ 47   | LL
+ 48   | HH
+ 49   | LH
+ 50   | HH
+ 51   | LL
+ 52   | LL
+(52 rows)
 
 SELECT cdb_crankshaft._cdb_random_seeds(1234);
  _cdb_random_seeds 
@@ -147,12 +199,62 @@ SELECT ppoints2.code, m.quads
   ORDER BY ppoints2.code;
 NOTICE:  ** Constructing query
 CONTEXT:  PL/Python function "cdb_moran_local_rate"
-NOTICE:  ** Query failed: "SELECT i."cartodb_id" As id, i."denominator"::numeric As attr1, i."numerator"::numeric As attr2, (SELECT ARRAY(SELECT j."cartodb_id" FROM "(SELECT * FROM ppoints2)" As j WHERE j."denominator" IS NOT NULL AND j."numerator" IS NOT NULL AND j."numerator" <> 0 ORDER BY j."the_geom" <-> i."the_geom" ASC LIMIT 5 OFFSET 1 ) ) As neighbors FROM "(SELECT * FROM ppoints2)" As i WHERE i."denominator" IS NOT NULL AND i."numerator" IS NOT NULL AND i."numerator" <> 0 ORDER BY i."cartodb_id" ASC;"
+NOTICE:  ** Query returned with 51 rows
 CONTEXT:  PL/Python function "cdb_moran_local_rate"
-NOTICE:  ** Error: <class 'plpy.SPIError'>
+NOTICE:  ** Finished calculations
 CONTEXT:  PL/Python function "cdb_moran_local_rate"
-NOTICE:  ** Exiting function
-CONTEXT:  PL/Python function "cdb_moran_local_rate"
-ERROR:  length of returned sequence did not match number of columns in row
-CONTEXT:  while creating return value
-PL/Python function "cdb_moran_local_rate"
+ code | quads 
+------+-------
+ 01   | LL
+ 02   | LH
+ 03   | HH
+ 04   | HH
+ 05   | LL
+ 06   | HH
+ 07   | LL
+ 08   | LL
+ 09   | LL
+ 10   | HH
+ 11   | HH
+ 12   | HL
+ 13   | LL
+ 14   | HH
+ 15   | LL
+ 16   | LL
+ 17   | LL
+ 18   | LH
+ 19   | LL
+ 20   | LL
+ 21   | HH
+ 22   | LL
+ 23   | HL
+ 24   | LL
+ 25   | LL
+ 26   | LL
+ 27   | LL
+ 28   | LL
+ 29   | LH
+ 30   | HH
+ 31   | LL
+ 32   | LL
+ 33   | LL
+ 34   | LL
+ 35   | LH
+ 36   | HL
+ 37   | LH
+ 38   | LH
+ 39   | LL
+ 40   | LL
+ 41   | LH
+ 42   | HL
+ 43   | LL
+ 44   | HL
+ 45   | LL
+ 46   | HL
+ 47   | LL
+ 48   | LL
+ 49   | HL
+ 50   | LL
+ 51   | HH
+(51 rows)
+
diff --git a/src/py/crankshaft/test/fixtures/moran.json b/src/py/crankshaft/test/fixtures/moran.json
index 0530c18..2f75cf1 100644
--- a/src/py/crankshaft/test/fixtures/moran.json
+++ b/src/py/crankshaft/test/fixtures/moran.json
@@ -1,52 +1,52 @@
 [[0.9319096128346788, "HH"],
 [-1.135787401862846, "HL"],
-[0.11732030672508517, "Not significant"],
-[0.6152779669180425, "Not significant"],
-[-0.14657336660125297, "Not significant"],
-[0.6967858120189607, "Not significant"],
-[0.07949310115714454, "Not significant"],
-[0.4703198759258987, "Not significant"],
-[0.4421125200498064, "Not significant"],
-[0.5724288737143592, "Not significant"],
+[0.11732030672508517, "LL"],
+[0.6152779669180425, "LL"],
+[-0.14657336660125297, "LH"],
+[0.6967858120189607, "LL"],
+[0.07949310115714454, "HH"],
+[0.4703198759258987, "HH"],
+[0.4421125200498064, "HH"],
+[0.5724288737143592, "LL"],
 [0.8970743435692062, "LL"],
-[0.18327334401918674, "Not significant"],
-[-0.01466729201304962, "Not significant"],
-[0.3481559372544409, "Not significant"],
-[0.06547094736902978, "Not significant"],
+[0.18327334401918674, "LL"],
+[-0.01466729201304962, "HL"],
+[0.3481559372544409, "LL"],
+[0.06547094736902978, "LL"],
 [0.15482141569329988, "HH"],
-[0.4373841193538136, "Not significant"],
-[0.15971286468915544, "Not significant"],
-[1.0543588860308968, "Not significant"],
+[0.4373841193538136, "HH"],
+[0.15971286468915544, "LL"],
+[1.0543588860308968, "HH"],
 [1.7372866900020818, "HH"],
 [1.091998586053999, "LL"],
-[0.1171572584252222, "Not significant"],
-[0.08438455015300014, "Not significant"],
-[0.06547094736902978, "Not significant"],
+[0.1171572584252222, "HH"],
+[0.08438455015300014, "LL"],
+[0.06547094736902978, "LL"],
 [0.15482141569329985, "HH"],
 [1.1627044812890683, "HH"],
-[0.06547094736902978, "Not significant"],
-[0.795275137550483, "Not significant"],
+[0.06547094736902978, "LL"],
+[0.795275137550483, "HH"],
 [0.18562939195219, "LL"],
-[0.3010757406693439, "Not significant"],
+[0.3010757406693439, "LL"],
 [2.8205795942839376, "HH"],
-[0.11259190602909264, "Not significant"],
-[-0.07116352791516614, "Not significant"],
-[-0.09945240794119009, "Not significant"],
+[0.11259190602909264, "LL"],
+[-0.07116352791516614, "HL"],
+[-0.09945240794119009, "LH"],
 [0.18562939195219, "LL"],
-[0.1832733440191868, "Not significant"],
-[-0.39054253768447705, "Not significant"],
+[0.1832733440191868, "LL"],
+[-0.39054253768447705, "HL"],
 [-0.1672071289487642, "HL"],
-[0.3337669247916343, "Not significant"],
-[0.2584386102554792, "Not significant"],
+[0.3337669247916343, "HH"],
+[0.2584386102554792, "HH"],
 [-0.19733845476322634, "HL"],
 [-0.9379282899805409, "LH"],
-[-0.028770969951095866, "Not significant"],
-[0.051367269430983485, "Not significant"],
+[-0.028770969951095866, "LH"],
+[0.051367269430983485, "LL"],
 [-0.2172548045913472, "LH"],
-[0.05136726943098351, "Not significant"],
-[0.04191046803899837, "Not significant"],
+[0.05136726943098351, "LL"],
+[0.04191046803899837, "LL"],
 [0.7482357030403517, "HH"],
-[-0.014585767863118111, "Not significant"],
-[0.5410013139159929, "Not significant"],
+[-0.014585767863118111, "LH"],
+[0.5410013139159929, "HH"],
 [1.0223932668429925, "LL"],
-[1.4179402898927476, "LL"]]
+[1.4179402898927476, "LL"]]
\ No newline at end of file
diff --git a/src/py/crankshaft/test/test_clustering_moran.py b/src/py/crankshaft/test/test_clustering_moran.py
index b48b8d6..c7cc71a 100644
--- a/src/py/crankshaft/test/test_clustering_moran.py
+++ b/src/py/crankshaft/test/test_clustering_moran.py
@@ -60,10 +60,10 @@ class MoranTest(unittest.TestCase):
 
         ans = "SELECT i.\"cartodb_id\" As id, i.\"andy\"::numeric As attr1, " \
               "i.\"jay_z\"::numeric As attr2, (SELECT ARRAY(SELECT j.\"cartodb_id\" " \
-              "FROM \"(SELECT * FROM a_list)\" As j WHERE j.\"andy\" IS NOT NULL AND " \
+              "FROM (SELECT * FROM a_list) As j WHERE j.\"andy\" IS NOT NULL AND " \
               "j.\"jay_z\" IS NOT NULL AND j.\"jay_z\" <> 0 ORDER BY " \
               "j.\"the_geom\" <-> i.\"the_geom\" ASC LIMIT 321 OFFSET 1 ) ) " \
-              "As neighbors FROM \"(SELECT * FROM a_list)\" As i WHERE i.\"andy\" IS NOT " \
+              "As neighbors FROM (SELECT * FROM a_list) As i WHERE i.\"andy\" IS NOT " \
               "NULL AND i.\"jay_z\" IS NOT NULL AND i.\"jay_z\" <> 0 ORDER " \
               "BY i.\"cartodb_id\" ASC;"
 
@@ -74,10 +74,10 @@ class MoranTest(unittest.TestCase):
 
         ans = "SELECT i.\"cartodb_id\" As id, i.\"andy\"::numeric As attr1, " \
               "i.\"jay_z\"::numeric As attr2, (SELECT ARRAY(SELECT " \
-              "j.\"cartodb_id\" FROM \"(SELECT * FROM a_list)\" As j WHERE ST_Touches(" \
+              "j.\"cartodb_id\" FROM (SELECT * FROM a_list) As j WHERE ST_Touches(" \
               "i.\"the_geom\", j.\"the_geom\") AND j.\"andy\" IS NOT NULL " \
               "AND j.\"jay_z\" IS NOT NULL AND j.\"jay_z\" <> 0)) As " \
-              "neighbors FROM \"(SELECT * FROM a_list)\" As i WHERE i.\"andy\" IS NOT NULL " \
+              "neighbors FROM (SELECT * FROM a_list) As i WHERE i.\"andy\" IS NOT NULL " \
               "AND i.\"jay_z\" IS NOT NULL AND i.\"jay_z\" <> 0 ORDER BY " \
               "i.\"cartodb_id\" ASC;"
 
@@ -88,10 +88,10 @@ class MoranTest(unittest.TestCase):
 
         ans = "SELECT i.\"cartodb_id\" As id, i.\"andy\"::numeric As attr1, " \
               "i.\"jay_z\"::numeric As attr2, (SELECT ARRAY(SELECT " \
-              "j.\"cartodb_id\" FROM \"(SELECT * FROM a_list)\" As j WHERE j.\"andy\" IS " \
+              "j.\"cartodb_id\" FROM (SELECT * FROM a_list) As j WHERE j.\"andy\" IS " \
               "NOT NULL AND j.\"jay_z\" IS NOT NULL AND j.\"jay_z\" <> 0 " \
               "ORDER BY j.\"the_geom\" <-> i.\"the_geom\" ASC LIMIT 321 " \
-              "OFFSET 1 ) ) As neighbors FROM \"(SELECT * FROM a_list)\" As i WHERE " \
+              "OFFSET 1 ) ) As neighbors FROM (SELECT * FROM a_list) As i WHERE " \
               "i.\"andy\" IS NOT NULL AND i.\"jay_z\" IS NOT NULL AND " \
               "i.\"jay_z\" <> 0 ORDER BY i.\"cartodb_id\" ASC;"
 
@@ -125,7 +125,7 @@ class MoranTest(unittest.TestCase):
         data = [ { 'id': d['id'], 'attr1': d['value'], 'neighbors': d['neighbors'] } for d in self.neighbors_data]
         plpy._define_result('select', data)
         random_seeds.set_random_seeds(1234)
-        result = cc.moran_local('table', 'value', 0.05, 5, 99, 'the_geom', 'cartodb_id', 'knn')
+        result = cc.moran_local('table', 'value', 99, 'the_geom', 'cartodb_id', 'knn', 5)
         result = [(row[0], row[1]) for row in result]
         expected = self.moran_data
         for ([res_val, res_quad], [exp_val, exp_quad]) in zip(result, expected):
@@ -137,8 +137,9 @@ class MoranTest(unittest.TestCase):
         data = [ { 'id': d['id'], 'attr1': d['value'], 'attr2': 1, 'neighbors': d['neighbors'] } for d in self.neighbors_data]
         plpy._define_result('select', data)
         random_seeds.set_random_seeds(1234)
-        result = cc.moran_local_rate('table', 'numerator', 'denominator', 0.05, 5, 99, 'the_geom', 'cartodb_id', 'knn')
+        result = cc.moran_local_rate('subquery', 'numerator', 'denominator', 99, 'the_geom', 'cartodb_id', 'knn', 5)
+        print 'result == None? ', result == None
         result = [(row[0], row[1]) for row in result]
         expected = self.moran_data
         for ([res_val, res_quad], [exp_val, exp_quad]) in zip(result, expected):
-            self.assertAlmostEqual(res_val, exp_val)
+            self.assertAlmostEqual(res_val, exp_val)
\ No newline at end of file