diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[33.81246789,-101.9733687].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[33.81246789,-101.9733687].json
index 8b1a6bf..96f581b 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[33.81246789,-101.9733687].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[33.81246789,-101.9733687].json
@@ -663,16 +663,16 @@
         "componentID": 27108933,
         "name": "Randall",
         "not_displayed": false,
-        "rank_data": "5",
-        "rank_data_group": "5",
+        "rank_data": "9",
+        "rank_data_group": "9",
         "rank_data_loc": "1",
         "rank_data_loc_group": "1",
         "rank_loc": "1",
         "rank_loc_group": "1",
-        "score_data": 0.533,
-        "score_data_group": 0.533,
-        "score_data_loc": 0.504,
-        "score_data_loc_group": 0.504,
+        "score_data": 0.415,
+        "score_data_group": 0.415,
+        "score_data_loc": 0.445,
+        "score_data_loc_group": 0.445,
         "score_loc": 0.474,
         "score_loc_group": 0.474
       },
@@ -682,94 +682,56 @@
         "componentID": 27108855,
         "name": "Acuff2",
         "not_displayed": false,
-        "rank_data": "6",
-        "rank_data_group": "6",
+        "rank_data": "2",
+        "rank_data_group": "2",
         "rank_data_loc": "2",
         "rank_data_loc_group": "2",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "2",
-        "score_data": 0.504,
-        "score_data_group": 0.504,
-        "score_data_loc": 0.379,
-        "score_data_loc_group": 0.379,
+        "score_data": 0.617,
+        "score_data_group": 0.617,
+        "score_data_loc": 0.435,
+        "score_data_loc_group": 0.435,
         "score_loc": 0.253,
         "score_loc_group": 0.253
       },
       {
-        "component": "Olton",
+        "component": "Amarillo",
         "componentData": "Data Complete",
-        "componentID": 27108854,
-        "name": "Olton",
+        "componentID": 27108890,
+        "name": "Amarillo",
         "not_displayed": false,
-        "rank_data": "4",
-        "rank_data_group": "4",
+        "rank_data": "1",
+        "rank_data_group": "1",
         "rank_data_loc": "3",
         "rank_data_loc_group": "3",
-        "rank_loc": "3",
-        "rank_loc_group": "3",
-        "score_data": 0.546,
-        "score_data_group": 0.546,
-        "score_data_loc": 0.336,
-        "score_data_loc_group": 0.336,
-        "score_loc": 0.126,
-        "score_loc_group": 0.126
+        "rank_loc": "8",
+        "rank_loc_group": "8",
+        "score_data": 0.645,
+        "score_data_group": 0.645,
+        "score_data_loc": 0.328,
+        "score_data_loc_group": 0.328,
+        "score_loc": 0.011,
+        "score_loc_group": 0.011
       },
       {
-        "component": "Friona",
+        "component": "Olton",
         "componentData": "Data Complete",
-        "componentID": 27108892,
-        "name": "Friona",
+        "componentID": 27108854,
+        "name": "Olton",
         "not_displayed": false,
-        "rank_data": "1",
-        "rank_data_group": "1",
+        "rank_data": "7",
+        "rank_data_group": "7",
         "rank_data_loc": "4",
         "rank_data_loc_group": "4",
-        "rank_loc": "7",
-        "rank_loc_group": "7",
-        "score_data": 0.57,
-        "score_data_group": 0.57,
-        "score_data_loc": 0.292,
-        "score_data_loc_group": 0.292,
-        "score_loc": 0.014,
-        "score_loc_group": 0.014
-      },
-      {
-        "component": "Estacado",
-        "componentData": "Data Complete",
-        "componentID": 27108891,
-        "name": "Estacado",
-        "not_displayed": false,
-        "rank_data": "3",
-        "rank_data_group": "3",
-        "rank_data_loc": "5",
-        "rank_data_loc_group": "5",
-        "rank_loc": "6",
-        "rank_loc_group": "6",
-        "score_data": 0.548,
-        "score_data_group": 0.548,
-        "score_data_loc": 0.285,
-        "score_data_loc_group": 0.285,
-        "score_loc": 0.021,
-        "score_loc_group": 0.021
-      },
-      {
-        "component": "Amarillo",
-        "componentData": "Data Complete",
-        "componentID": 27108890,
-        "name": "Amarillo",
-        "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
-        "rank_data_loc": "6",
-        "rank_data_loc_group": "6",
-        "rank_loc": "8",
-        "rank_loc_group": "8",
-        "score_data": 0.553,
-        "score_data_group": 0.553,
-        "score_data_loc": 0.282,
-        "score_data_loc_group": 0.282,
-        "score_loc": 0.011,
-        "score_loc_group": 0.011
+        "rank_loc": "3",
+        "rank_loc_group": "3",
+        "score_data": 0.487,
+        "score_data_group": 0.487,
+        "score_data_loc": 0.306,
+        "score_data_loc_group": 0.306,
+        "score_loc": 0.126,
+        "score_loc_group": 0.126
       },
       {
         "component": "Mclean",
@@ -777,10 +739,10 @@
         "componentID": 27108934,
         "name": "Mclean",
         "not_displayed": false,
-        "rank_data": "7",
-        "rank_data_group": "7",
-        "rank_data_loc": "7",
-        "rank_data_loc_group": "7",
+        "rank_data": "5",
+        "rank_data_group": "5",
+        "rank_data_loc": "5",
+        "rank_data_loc_group": "5",
         "rank_loc": "4",
         "rank_loc_group": "4",
         "score_data": 0.5,
@@ -790,25 +752,63 @@
         "score_loc": 0.059,
         "score_loc_group": 0.059
       },
+      {
+        "component": "Friona",
+        "componentData": "Data Complete",
+        "componentID": 27108892,
+        "name": "Friona",
+        "not_displayed": false,
+        "rank_data": "3",
+        "rank_data_group": "3",
+        "rank_data_loc": "6",
+        "rank_data_loc_group": "6",
+        "rank_loc": "7",
+        "rank_loc_group": "7",
+        "score_data": 0.543,
+        "score_data_group": 0.543,
+        "score_data_loc": 0.279,
+        "score_data_loc_group": 0.279,
+        "score_loc": 0.014,
+        "score_loc_group": 0.014
+      },
       {
         "component": "Lockney",
         "componentData": "Missing Data",
         "componentID": 27108935,
         "name": "Lockney",
         "not_displayed": false,
-        "rank_data": "9",
-        "rank_data_group": "9",
-        "rank_data_loc": "8",
-        "rank_data_loc_group": "8",
+        "rank_data": "4",
+        "rank_data_group": "4",
+        "rank_data_loc": "7",
+        "rank_data_loc_group": "7",
         "rank_loc": "5",
         "rank_loc_group": "5",
-        "score_data": 0.447,
-        "score_data_group": 0.447,
-        "score_data_loc": 0.239,
-        "score_data_loc_group": 0.239,
+        "score_data": 0.504,
+        "score_data_group": 0.504,
+        "score_data_loc": 0.267,
+        "score_data_loc_group": 0.267,
         "score_loc": 0.03,
         "score_loc_group": 0.03
       },
+      {
+        "component": "Estacado",
+        "componentData": "Data Complete",
+        "componentID": 27108857,
+        "name": "Estacado2",
+        "not_displayed": false,
+        "rank_data": "6",
+        "rank_data_group": "6",
+        "rank_data_loc": "8",
+        "rank_data_loc_group": "8",
+        "rank_loc": "Not Displayed",
+        "rank_loc_group": "6",
+        "score_data": 0.499,
+        "score_data_group": 0.499,
+        "score_data_loc": 0.26,
+        "score_data_loc_group": 0.26,
+        "score_loc": 0.021,
+        "score_loc_group": 0.021
+      },
       {
         "component": "Pullman",
         "componentData": "Data Complete",
@@ -821,10 +821,10 @@
         "rank_data_loc_group": "9",
         "rank_loc": "9",
         "rank_loc_group": "9",
-        "score_data": 0.462,
-        "score_data_group": 0.462,
-        "score_data_loc": 0.237,
-        "score_data_loc_group": 0.237,
+        "score_data": 0.483,
+        "score_data_group": 0.483,
+        "score_data_loc": 0.247,
+        "score_data_loc_group": 0.247,
         "score_loc": 0.011,
         "score_loc_group": 0.011
       },
@@ -835,34 +835,34 @@
         "name": "Acuff",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "6",
+        "rank_data_group": "2",
         "rank_data_loc": "Not Displayed",
         "rank_data_loc_group": "2",
         "rank_loc": "2",
         "rank_loc_group": "2",
         "score_data": 0.49,
-        "score_data_group": 0.504,
+        "score_data_group": 0.617,
         "score_data_loc": 0.372,
-        "score_data_loc_group": 0.379,
+        "score_data_loc_group": 0.435,
         "score_loc": 0.253,
         "score_loc_group": 0.253
       },
       {
         "component": "Estacado",
         "componentData": "Data Complete",
-        "componentID": 27108857,
-        "name": "Estacado2",
+        "componentID": 27108891,
+        "name": "Estacado",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "3",
+        "rank_data_group": "6",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "5",
-        "rank_loc": "Not Displayed",
+        "rank_data_loc_group": "8",
+        "rank_loc": "6",
         "rank_loc_group": "6",
-        "score_data": 0.441,
-        "score_data_group": 0.548,
-        "score_data_loc": 0.231,
-        "score_data_loc_group": 0.285,
+        "score_data": 0.414,
+        "score_data_group": 0.499,
+        "score_data_loc": 0.218,
+        "score_data_loc_group": 0.26,
         "score_loc": 0.021,
         "score_loc_group": 0.021
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[35.59918,-120.491439].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[35.59918,-120.491439].json
index 8583b38..a48718f 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[35.59918,-120.491439].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[35.59918,-120.491439].json
@@ -134,8 +134,8 @@
             "nirrcapscl": "e",
             "nirrcapunit": "nan",
             "rfvInfill": "No",
-            "sdeURL": "https://casoilresource.lawr.ucdavis.edu/sde/?series=balcom",
-            "seeURL": "https://casoilresource.lawr.ucdavis.edu/see/#balcom",
+            "sdeURL": "https://casoilresource.lawr.ucdavis.edu/sde/?series=los_osos",
+            "seeURL": "https://casoilresource.lawr.ucdavis.edu/see/#los_osos",
             "slope": 40.0,
             "taxsubgrp": "Typic Argixerolls",
             "textureInfill": "Yes"
@@ -271,16 +271,16 @@
         "componentID": 26734851,
         "name": "Balcom3",
         "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
+        "rank_data": "1",
+        "rank_data_group": "1",
         "rank_data_loc": "1",
         "rank_data_loc_group": "1",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "1",
-        "score_data": 0.541,
-        "score_data_group": 0.541,
-        "score_data_loc": 0.396,
-        "score_data_loc_group": 0.396,
+        "score_data": 0.659,
+        "score_data_group": 0.659,
+        "score_data_loc": 0.455,
+        "score_data_loc_group": 0.455,
         "score_loc": 0.252,
         "score_loc_group": 0.252
       },
@@ -290,16 +290,16 @@
         "componentID": 26735225,
         "name": "Los osos2",
         "not_displayed": false,
-        "rank_data": "1",
-        "rank_data_group": "1",
+        "rank_data": "2",
+        "rank_data_group": "2",
         "rank_data_loc": "2",
         "rank_data_loc_group": "2",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "2",
-        "score_data": 0.558,
-        "score_data_group": 0.558,
-        "score_data_loc": 0.341,
-        "score_data_loc_group": 0.341,
+        "score_data": 0.565,
+        "score_data_group": 0.565,
+        "score_data_loc": 0.345,
+        "score_data_loc_group": 0.345,
         "score_loc": 0.125,
         "score_loc_group": 0.125
       },
@@ -310,15 +310,15 @@
         "name": "Balcom2",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "2",
+        "rank_data_group": "1",
         "rank_data_loc": "Not Displayed",
         "rank_data_loc_group": "1",
         "rank_loc": "1",
         "rank_loc_group": "1",
-        "score_data": 0.37,
-        "score_data_group": 0.541,
-        "score_data_loc": 0.311,
-        "score_data_loc_group": 0.396,
+        "score_data": 0.435,
+        "score_data_group": 0.659,
+        "score_data_loc": 0.344,
+        "score_data_loc_group": 0.455,
         "score_loc": 0.252,
         "score_loc_group": 0.252
       },
@@ -329,15 +329,15 @@
         "name": "Los osos",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "1",
+        "rank_data_group": "2",
         "rank_data_loc": "Not Displayed",
         "rank_data_loc_group": "2",
         "rank_loc": "2",
         "rank_loc_group": "2",
-        "score_data": 0.363,
-        "score_data_group": 0.558,
-        "score_data_loc": 0.244,
-        "score_data_loc_group": 0.341,
+        "score_data": 0.47,
+        "score_data_group": 0.565,
+        "score_data_loc": 0.298,
+        "score_data_loc_group": 0.345,
         "score_loc": 0.125,
         "score_loc_group": 0.125
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.422,-122.084].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.422,-122.084].json
index 48f4cb3..2233be7 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.422,-122.084].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.422,-122.084].json
@@ -435,7 +435,7 @@
     "soilRank": [
       {
         "component": "Xerorthents",
-        "componentData": "Data Complete",
+        "componentData": "Missing Data",
         "componentID": 26701975,
         "name": "Xerorthents",
         "not_displayed": false,
@@ -445,10 +445,10 @@
         "rank_data_loc_group": "1",
         "rank_loc": "2",
         "rank_loc_group": "2",
-        "score_data": 0.75,
-        "score_data_group": 0.75,
-        "score_data_loc": 0.568,
-        "score_data_loc_group": 0.568,
+        "score_data": 0.76,
+        "score_data_group": 0.76,
+        "score_data_loc": 0.573,
+        "score_data_loc_group": 0.573,
         "score_loc": 0.386,
         "score_loc_group": 0.386
       },
@@ -458,46 +458,46 @@
         "componentID": 26701950,
         "name": "Hangerone",
         "not_displayed": false,
-        "rank_data": "6",
-        "rank_data_group": "6",
+        "rank_data": "5",
+        "rank_data_group": "5",
         "rank_data_loc": "2",
         "rank_data_loc_group": "2",
         "rank_loc": "1",
         "rank_loc_group": "1",
-        "score_data": 0.534,
-        "score_data_group": 0.534,
-        "score_data_loc": 0.462,
-        "score_data_loc_group": 0.462,
+        "score_data": 0.554,
+        "score_data_group": 0.554,
+        "score_data_loc": 0.472,
+        "score_data_loc_group": 0.472,
         "score_loc": 0.39,
         "score_loc_group": 0.39
       },
       {
-        "component": "Aquic xerorthents",
+        "component": "Embarcadero",
         "componentData": "Data Complete",
-        "componentID": 26701978,
-        "name": "Aquic xerorthents",
+        "componentID": 26701952,
+        "name": "Embarcadero",
         "not_displayed": false,
-        "rank_data": "3",
-        "rank_data_group": "3",
+        "rank_data": "2",
+        "rank_data_group": "2",
         "rank_data_loc": "3",
         "rank_data_loc_group": "3",
-        "rank_loc": "3",
-        "rank_loc_group": "3",
-        "score_data": 0.626,
-        "score_data_group": 0.626,
-        "score_data_loc": 0.395,
-        "score_data_loc_group": 0.395,
-        "score_loc": 0.165,
-        "score_loc_group": 0.165
+        "rank_loc": "6",
+        "rank_loc_group": "6",
+        "score_data": 0.732,
+        "score_data_group": 0.732,
+        "score_data_loc": 0.372,
+        "score_data_loc_group": 0.372,
+        "score_loc": 0.012,
+        "score_loc_group": 0.012
       },
       {
         "component": "Bayshore",
-        "componentData": "Missing Data",
+        "componentData": "Data Complete",
         "componentID": 26701953,
         "name": "Bayshore",
         "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
+        "rank_data": "3",
+        "rank_data_group": "3",
         "rank_data_loc": "4",
         "rank_data_loc_group": "4",
         "rank_loc": "5",
@@ -510,46 +510,46 @@
         "score_loc_group": 0.019
       },
       {
-        "component": "Clear lake",
+        "component": "Aquic xerorthents",
         "componentData": "Missing Data",
-        "componentID": 26701951,
-        "name": "Clear lake",
+        "componentID": 26701978,
+        "name": "Aquic xerorthents",
         "not_displayed": false,
-        "rank_data": "5",
-        "rank_data_group": "5",
+        "rank_data": "6",
+        "rank_data_group": "6",
         "rank_data_loc": "5",
         "rank_data_loc_group": "5",
-        "rank_loc": "4",
-        "rank_loc_group": "4",
-        "score_data": 0.617,
-        "score_data_group": 0.617,
-        "score_data_loc": 0.323,
-        "score_data_loc_group": 0.323,
-        "score_loc": 0.029,
-        "score_loc_group": 0.029
+        "rank_loc": "3",
+        "rank_loc_group": "3",
+        "score_data": 0.514,
+        "score_data_group": 0.514,
+        "score_data_loc": 0.339,
+        "score_data_loc_group": 0.339,
+        "score_loc": 0.165,
+        "score_loc_group": 0.165
       },
       {
-        "component": "Embarcadero",
-        "componentData": "Missing Data",
-        "componentID": 26701952,
-        "name": "Embarcadero",
+        "component": "Clear lake",
+        "componentData": "Data Complete",
+        "componentID": 26701951,
+        "name": "Clear lake",
         "not_displayed": false,
         "rank_data": "4",
         "rank_data_group": "4",
         "rank_data_loc": "6",
         "rank_data_loc_group": "6",
-        "rank_loc": "6",
-        "rank_loc_group": "6",
-        "score_data": 0.62,
-        "score_data_group": 0.62,
-        "score_data_loc": 0.316,
-        "score_data_loc_group": 0.316,
-        "score_loc": 0.012,
-        "score_loc_group": 0.012
+        "rank_loc": "4",
+        "rank_loc_group": "4",
+        "score_data": 0.597,
+        "score_data_group": 0.597,
+        "score_data_loc": 0.313,
+        "score_data_loc_group": 0.313,
+        "score_loc": 0.029,
+        "score_loc_group": 0.029
       },
       {
         "component": "Xerorthents",
-        "componentData": "Data Complete",
+        "componentData": "Missing Data",
         "componentID": 26701976,
         "name": "Xerorthents2",
         "not_displayed": true,
@@ -559,10 +559,10 @@
         "rank_data_loc_group": "1",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "2",
-        "score_data": 0.672,
-        "score_data_group": 0.75,
-        "score_data_loc": 0.529,
-        "score_data_loc_group": 0.568,
+        "score_data": 0.662,
+        "score_data_group": 0.76,
+        "score_data_loc": 0.524,
+        "score_data_loc_group": 0.573,
         "score_loc": 0.386,
         "score_loc_group": 0.386
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.48216451,-99.55016693].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.48216451,-99.55016693].json
index f28d357..b170833 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.48216451,-99.55016693].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[37.48216451,-99.55016693].json
@@ -881,6 +881,25 @@
       "model": "v2"
     },
     "soilRank": [
+      {
+        "component": "Uly",
+        "componentData": "Data Complete",
+        "componentID": 26356407,
+        "name": "Uly2",
+        "not_displayed": false,
+        "rank_data": "6",
+        "rank_data_group": "6",
+        "rank_data_loc": "1",
+        "rank_data_loc_group": "1",
+        "rank_loc": "Not Displayed",
+        "rank_loc_group": "1",
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+        "score_data_group": 0.612,
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+        "score_data_loc_group": 0.453,
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+        "score_loc_group": 0.295
+      },
       {
         "component": "Harney",
         "componentData": "Data Complete",
@@ -889,14 +908,14 @@
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         "rank_data": "4",
         "rank_data_group": "4",
-        "rank_data_loc": "1",
-        "rank_data_loc_group": "1",
+        "rank_data_loc": "2",
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-        "score_data": 0.65,
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         "score_loc_group": 0.263
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@@ -906,10 +925,10 @@
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         "name": "Coly2",
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-        "rank_data": "2",
-        "rank_data_group": "2",
-        "rank_data_loc": "2",
-        "rank_data_loc_group": "2",
+        "rank_data": "3",
+        "rank_data_group": "3",
+        "rank_data_loc": "3",
+        "rank_data_loc_group": "3",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "3",
         "score_data": 0.662,
@@ -920,23 +939,23 @@
         "score_loc_group": 0.215
       },
       {
-        "component": "Uly",
+        "component": "Canlon",
         "componentData": "Data Complete",
-        "componentID": 26356407,
-        "name": "Uly2",
+        "componentID": 26356405,
+        "name": "Canlon",
         "not_displayed": false,
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-        "rank_data_group": "7",
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-        "rank_data_loc_group": "3",
-        "rank_loc": "Not Displayed",
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-        "score_loc_group": 0.295
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+        "rank_data_loc_group": "4",
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+        "rank_loc_group": "11",
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+        "score_data_group": 0.71,
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+        "score_data_loc_group": 0.356,
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+        "score_loc_group": 0.002
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       {
         "component": "Penden",
@@ -944,10 +963,10 @@
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         "name": "Penden",
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-        "rank_data": "1",
-        "rank_data_group": "1",
-        "rank_data_loc": "4",
-        "rank_data_loc_group": "4",
+        "rank_data": "2",
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+        "rank_data_loc_group": "5",
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         "rank_loc_group": "7",
         "score_data": 0.667,
@@ -957,25 +976,6 @@
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         "score_loc_group": 0.016
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       {
         "component": "Wakeen",
         "componentData": "Data Complete",
@@ -988,31 +988,31 @@
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-        "score_data_group": 0.612,
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-        "score_data_loc_group": 0.311,
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         "score_loc_group": 0.01
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       {
-        "component": "Aquolls",
+        "component": "Case",
         "componentData": "Data Complete",
-        "componentID": 26356437,
-        "name": "Aquolls",
+        "componentID": 26356380,
+        "name": "Case",
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+        "score_loc_group": 0.023
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       {
         "component": "Tobin",
@@ -1045,31 +1045,31 @@
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       },
       {
-        "component": "Case",
-        "componentData": "Data Complete",
-        "componentID": 26356380,
-        "name": "Case",
+        "component": "Aquolls",
+        "componentData": "Missing Data",
+        "componentID": 26356437,
+        "name": "Aquolls",
         "not_displayed": false,
         "rank_data": "9",
         "rank_data_group": "9",
         "rank_data_loc": "10",
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       {
         "component": "Holdrege",
@@ -1083,32 +1083,13 @@
         "rank_data_loc_group": "11",
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-        "score_data": 0.44,
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-        "componentData": "Data Complete",
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       {
         "component": "Uly",
         "componentData": "Data Complete",
@@ -1116,34 +1097,53 @@
         "name": "Uly",
         "not_displayed": true,
         "rank_data": "Not Displayed",
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+        "rank_data_group": "6",
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-        "rank_data_loc_group": "3",
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         "score_loc_group": 0.295
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       {
         "component": "Harney",
-        "componentData": "Missing Data",
+        "componentData": "Data Complete",
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         "name": "Harney2",
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         "rank_data": "Not Displayed",
         "rank_data_group": "4",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "1",
+        "rank_data_loc_group": "2",
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         "rank_loc_group": "2",
         "score_data": 0.55,
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+        "score_loc_group": 0.263
+      },
+      {
+        "component": "Harney",
+        "componentData": "Data Complete",
+        "componentID": 26356408,
+        "name": "Harney3",
+        "not_displayed": true,
+        "rank_data": "Not Displayed",
+        "rank_data_group": "4",
+        "rank_data_loc": "Not Displayed",
+        "rank_data_loc_group": "2",
+        "rank_loc": "Not Displayed",
+        "rank_loc_group": "2",
+        "score_data": 0.534,
+        "score_data_group": 0.636,
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         "score_loc_group": 0.263
       },
@@ -1154,14 +1154,14 @@
         "name": "Coly",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "2",
+        "rank_data_group": "3",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "2",
+        "rank_data_loc_group": "3",
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         "rank_loc_group": "3",
-        "score_data": 0.597,
+        "score_data": 0.578,
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         "score_loc_group": 0.215
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[39.26009312,-85.50621214].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[39.26009312,-85.50621214].json
index 025084d..b3b6c6c 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[39.26009312,-85.50621214].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[39.26009312,-85.50621214].json
@@ -1005,32 +1005,13 @@
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         "rank_loc_group": "2",
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         "score_loc_group": 0.054
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-      {
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-        "componentData": "Data Complete",
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-        "name": "Crosby",
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       {
         "component": "Bonnell",
         "componentData": "Data Complete",
@@ -1039,54 +1020,73 @@
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         "rank_data": "1",
         "rank_data_group": "1",
-        "rank_data_loc": "3",
-        "rank_data_loc_group": "3",
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         "score_loc": 0.002,
         "score_loc_group": 0.002
       },
       {
-        "component": "Grayford",
+        "component": "Hennepin",
         "componentData": "Data Complete",
-        "componentID": 26772427,
-        "name": "Grayford",
+        "componentID": 26772448,
+        "name": "Hennepin3",
+        "not_displayed": false,
+        "rank_data": "6",
+        "rank_data_group": "6",
+        "rank_data_loc": "3",
+        "rank_data_loc_group": "3",
+        "rank_loc": "Not Displayed",
+        "rank_loc_group": "1",
+        "score_data": 0.624,
+        "score_data_group": 0.624,
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+        "score_data_loc_group": 0.343,
+        "score_loc": 0.061,
+        "score_loc_group": 0.061
+      },
+      {
+        "component": "Crosby",
+        "componentData": "Data Complete",
+        "componentID": 26772446,
+        "name": "Crosby3",
         "not_displayed": false,
         "rank_data": "4",
         "rank_data_group": "4",
         "rank_data_loc": "4",
         "rank_data_loc_group": "4",
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-        "score_data_loc_group": 0.325,
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-        "score_loc_group": 0.001
+        "rank_loc": "Not Displayed",
+        "rank_loc_group": "4",
+        "score_data": 0.637,
+        "score_data_group": 0.637,
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+        "score_loc_group": 0.048
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       {
-        "component": "Hennepin",
+        "component": "Brookston",
         "componentData": "Data Complete",
-        "componentID": 26772442,
-        "name": "Hennepin",
+        "componentID": 26772434,
+        "name": "Brookston",
         "not_displayed": false,
-        "rank_data": "9",
-        "rank_data_group": "9",
+        "rank_data": "3",
+        "rank_data_group": "3",
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+        "score_data_loc_group": 0.33,
+        "score_loc": 0.009,
+        "score_loc_group": 0.009
       },
       {
         "component": "Holton",
@@ -1100,10 +1100,10 @@
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@@ -1113,54 +1113,35 @@
         "componentID": 26772441,
         "name": "Cyclone",
         "not_displayed": false,
-        "rank_data": "6",
-        "rank_data_group": "6",
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         "score_loc_group": 0.011
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       {
-        "component": "Brookston",
+        "component": "Cincinnati",
         "componentData": "Data Complete",
-        "componentID": 26772434,
-        "name": "Brookston",
+        "componentID": 26772423,
+        "name": "Cincinnati",
         "not_displayed": false,
         "rank_data": "7",
         "rank_data_group": "7",
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-        "componentData": "Data Complete",
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@@ -1170,16 +1151,16 @@
         "componentID": 26772498,
         "name": "Celina",
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-        "rank_data": "10",
-        "rank_data_group": "10",
-        "rank_data_loc": "10",
-        "rank_data_loc_group": "10",
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       },
@@ -1191,8 +1172,8 @@
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         "rank_data": "12",
         "rank_data_group": "12",
-        "rank_data_loc": "11",
-        "rank_data_loc_group": "11",
+        "rank_data_loc": "10",
+        "rank_data_loc_group": "10",
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         "rank_loc_group": "3",
         "score_data": 0.499,
@@ -1202,6 +1183,25 @@
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         "score_loc_group": 0.051
       },
+      {
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+        "componentData": "Data Complete",
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+        "name": "Grayford",
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+        "score_loc_group": 0.001
+      },
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         "component": "Jessietown",
         "componentData": "Data Complete",
@@ -1214,69 +1214,69 @@
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         "rank_loc_group": "12",
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         "component": "Crosby",
         "componentData": "Data Complete",
-        "componentID": 26772444,
-        "name": "Crosby2",
+        "componentID": 26772436,
+        "name": "Crosby",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "3",
+        "rank_data_group": "4",
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         "score_loc_group": 0.048
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-        "component": "Crosby",
+        "component": "Hennepin",
         "componentData": "Data Complete",
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-        "name": "Crosby3",
+        "componentID": 26772442,
+        "name": "Hennepin",
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         "rank_data": "Not Displayed",
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+        "score_loc_group": 0.061
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+        "component": "Crosby",
         "componentData": "Data Complete",
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-        "name": "Hennepin3",
+        "componentID": 26772444,
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         "rank_data": "Not Displayed",
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+        "score_loc_group": 0.048
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@@ -1285,15 +1285,15 @@
         "name": "Hennepin2",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "9",
+        "rank_data_group": "6",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "5",
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         "rank_loc": "Not Displayed",
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@@ -1304,15 +1304,15 @@
         "name": "Cyclone2",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "6",
+        "rank_data_group": "8",
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         "rank_loc": "Not Displayed",
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         "score_loc": 0.011,
         "score_loc_group": 0.011
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.494912,-123.064531].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.494912,-123.064531].json
index f9978fd..2cd7ed1 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.494912,-123.064531].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.494912,-123.064531].json
@@ -613,50 +613,69 @@
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         "score_loc_group": 0.266
       },
       {
-        "component": "Josephine",
-        "componentData": NaN,
-        "componentID": 27529612,
-        "name": "Josephine2",
+        "component": "Abegg",
+        "componentData": "Data Complete",
+        "componentID": 27529265,
+        "name": "Abegg",
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         "rank_data": "2",
         "rank_data_group": "2",
         "rank_data_loc": "2",
         "rank_data_loc_group": "2",
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+        "score_loc_group": 0.069
+      },
+      {
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+        "componentData": NaN,
+        "componentID": 27529612,
+        "name": "Josephine2",
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+        "rank_data_group": "4",
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         "score_loc_group": 0.125
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       {
-        "component": "Abegg",
+        "component": "Gregory",
         "componentData": "Data Complete",
-        "componentID": 27529265,
-        "name": "Abegg",
+        "componentID": 27529400,
+        "name": "Gregory",
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         "component": "Pollard",
@@ -666,111 +685,92 @@
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         "rank_data_group": "3",
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-        "rank_data_loc_group": "4",
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-        "component": "Colestine",
+        "component": "Caris",
         "componentData": "Data Complete",
-        "componentID": 27529517,
-        "name": "Colestine",
+        "componentID": 27529223,
+        "name": "Caris",
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       {
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         "componentData": "Data Complete",
-        "componentID": 27529223,
-        "name": "Caris",
+        "componentID": 27529517,
+        "name": "Colestine",
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       {
-        "component": "Offenbacher",
-        "componentData": "Data Complete",
-        "componentID": 27529224,
-        "name": "Offenbacher",
+        "component": "Beekman",
+        "componentData": NaN,
+        "componentID": 27529518,
+        "name": "Beekman",
         "not_displayed": false,
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         "rank_data_group": "8",
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       },
       {
-        "component": "Beekman",
-        "componentData": NaN,
-        "componentID": 27529518,
-        "name": "Beekman",
+        "component": "Offenbacher",
+        "componentData": "Data Complete",
+        "componentID": 27529224,
+        "name": "Offenbacher",
         "not_displayed": false,
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+        "score_data_loc_group": 0.189,
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+        "score_loc_group": 0.017
       },
       {
         "component": "Josephine",
@@ -779,15 +779,15 @@
         "name": "Josephine",
         "not_displayed": true,
         "rank_data": "Not Displayed",
-        "rank_data_group": "2",
+        "rank_data_group": "4",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "2",
+        "rank_data_loc_group": "3",
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         "rank_loc_group": "2",
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+        "score_data": 0.58,
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         "score_loc": 0.125,
         "score_loc_group": 0.125
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.63413723,-94.31005777].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.63413723,-94.31005777].json
index b650423..71a95e5 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.63413723,-94.31005777].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[42.63413723,-94.31005777].json
@@ -434,23 +434,23 @@
     },
     "soilRank": [
       {
-        "component": "Nicollet",
+        "component": "Clarion",
         "componentData": "Data Complete",
-        "componentID": 27398757,
-        "name": "Nicollet",
+        "componentID": 27398759,
+        "name": "Clarion",
         "not_displayed": false,
-        "rank_data": "3",
-        "rank_data_group": "3",
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+        "score_data_loc_group": 0.34,
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+        "score_loc_group": 0.2
       },
       {
         "component": "Webster",
@@ -458,37 +458,37 @@
         "componentID": 27398758,
         "name": "Webster",
         "not_displayed": false,
-        "rank_data": "6",
-        "rank_data_group": "6",
+        "rank_data": "4",
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         "score_loc_group": 0.331
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       {
-        "component": "Clarion",
+        "component": "Nicollet",
         "componentData": "Data Complete",
-        "componentID": 27398759,
-        "name": "Clarion",
+        "componentID": 27398757,
+        "name": "Nicollet",
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       {
         "component": "Storden",
@@ -496,16 +496,16 @@
         "componentID": 27398742,
         "name": "Storden",
         "not_displayed": false,
-        "rank_data": "1",
-        "rank_data_group": "1",
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@@ -515,56 +515,56 @@
         "componentID": 27398765,
         "name": "Glencoe",
         "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
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       {
-        "component": "Canisteo",
-        "componentData": "Data Complete",
-        "componentID": 27398763,
-        "name": "Canisteo",
+        "component": "Okoboji",
+        "componentData": "Missing Data",
+        "componentID": 27398760,
+        "name": "Okoboji",
         "not_displayed": false,
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         "rank_data_group": "5",
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-        "rank_loc": 7,
-        "rank_loc_group": 7,
-        "score_data": 0.336,
-        "score_data_group": 0.336,
-        "score_data_loc": 0.171,
-        "score_data_loc_group": 0.171,
-        "score_loc": 0.007,
-        "score_loc_group": 0.007
+        "rank_loc": 4,
+        "rank_loc_group": 4,
+        "score_data": 0.315,
+        "score_data_group": 0.315,
+        "score_data_loc": 0.177,
+        "score_data_loc_group": 0.177,
+        "score_loc": 0.04,
+        "score_loc_group": 0.04
       },
       {
-        "component": "Okoboji",
-        "componentData": "Missing Data",
-        "componentID": 27398760,
-        "name": "Okoboji",
+        "component": "Canisteo",
+        "componentData": "Data Complete",
+        "componentID": 27398763,
+        "name": "Canisteo",
         "not_displayed": false,
-        "rank_data": "7",
-        "rank_data_group": "7",
+        "rank_data": "6",
+        "rank_data_group": "6",
         "rank_data_loc": "7",
         "rank_data_loc_group": "7",
-        "rank_loc": 4,
-        "rank_loc_group": 4,
-        "score_data": 0.253,
-        "score_data_group": 0.253,
-        "score_data_loc": 0.146,
-        "score_data_loc_group": 0.146,
-        "score_loc": 0.04,
-        "score_loc_group": 0.04
+        "rank_loc": 7,
+        "rank_loc_group": 7,
+        "score_data": 0.268,
+        "score_data_group": 0.268,
+        "score_data_loc": 0.137,
+        "score_data_loc_group": 0.137,
+        "score_loc": 0.007,
+        "score_loc_group": 0.007
       }
     ]
   }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[43.06450312,-119.4596489].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[43.06450312,-119.4596489].json
index 2417112..624e047 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[43.06450312,-119.4596489].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[43.06450312,-119.4596489].json
@@ -546,42 +546,42 @@
     },
     "soilRank": [
       {
-        "component": "Lonely",
+        "component": "Robson",
         "componentData": "Data Complete",
-        "componentID": 27631144,
-        "name": "Lonely",
+        "componentID": 27631143,
+        "name": "Robson",
         "not_displayed": false,
-        "rank_data": "6",
-        "rank_data_group": "6",
+        "rank_data": "1",
+        "rank_data_group": "1",
         "rank_data_loc": "1",
         "rank_data_loc_group": "1",
-        "rank_loc": 1,
-        "rank_loc_group": 1,
-        "score_data": 0.61,
-        "score_data_group": 0.61,
-        "score_data_loc": 0.439,
-        "score_data_loc_group": 0.439,
-        "score_loc": 0.267,
-        "score_loc_group": 0.267
+        "rank_loc": 2,
+        "rank_loc_group": 2,
+        "score_data": 0.761,
+        "score_data_group": 0.761,
+        "score_data_loc": 0.474,
+        "score_data_loc_group": 0.474,
+        "score_loc": 0.187,
+        "score_loc_group": 0.187
       },
       {
-        "component": "Robson",
+        "component": "Lonely",
         "componentData": "Data Complete",
-        "componentID": 27631143,
-        "name": "Robson",
+        "componentID": 27631144,
+        "name": "Lonely",
         "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
+        "rank_data": "5",
+        "rank_data_group": "5",
         "rank_data_loc": "2",
         "rank_data_loc_group": "2",
-        "rank_loc": 2,
-        "rank_loc_group": 2,
-        "score_data": 0.69,
-        "score_data_group": 0.69,
-        "score_data_loc": 0.438,
-        "score_data_loc_group": 0.438,
-        "score_loc": 0.187,
-        "score_loc_group": 0.187
+        "rank_loc": 1,
+        "rank_loc_group": 1,
+        "score_data": 0.634,
+        "score_data_group": 0.634,
+        "score_data_loc": 0.451,
+        "score_data_loc_group": 0.451,
+        "score_loc": 0.267,
+        "score_loc_group": 0.267
       },
       {
         "component": "Actem",
@@ -589,16 +589,16 @@
         "componentID": 27631363,
         "name": "Actem",
         "not_displayed": false,
-        "rank_data": "1",
-        "rank_data_group": "1",
+        "rank_data": "2",
+        "rank_data_group": "2",
         "rank_data_loc": "3",
         "rank_data_loc_group": "3",
         "rank_loc": 5,
         "rank_loc_group": 5,
-        "score_data": 0.694,
-        "score_data_group": 0.694,
-        "score_data_loc": 0.404,
-        "score_data_loc_group": 0.404,
+        "score_data": 0.711,
+        "score_data_group": 0.711,
+        "score_data_loc": 0.412,
+        "score_data_loc_group": 0.412,
         "score_loc": 0.113,
         "score_loc_group": 0.113
       },
@@ -608,38 +608,19 @@
         "componentID": 27630911,
         "name": "Rinconflat",
         "not_displayed": false,
-        "rank_data": "5",
-        "rank_data_group": "5",
+        "rank_data": "7",
+        "rank_data_group": "7",
         "rank_data_loc": "4",
         "rank_data_loc_group": "4",
         "rank_loc": 4,
         "rank_loc_group": 4,
-        "score_data": 0.621,
-        "score_data_group": 0.621,
-        "score_data_loc": 0.367,
-        "score_data_loc_group": 0.367,
+        "score_data": 0.626,
+        "score_data_group": 0.626,
+        "score_data_loc": 0.37,
+        "score_data_loc_group": 0.37,
         "score_loc": 0.113,
         "score_loc_group": 0.113
       },
-      {
-        "component": "Brace",
-        "componentData": "Data Complete",
-        "componentID": 27630932,
-        "name": "Brace",
-        "not_displayed": false,
-        "rank_data": "3",
-        "rank_data_group": "3",
-        "rank_data_loc": "5",
-        "rank_data_loc_group": "5",
-        "rank_loc": 8,
-        "rank_loc_group": 8,
-        "score_data": 0.655,
-        "score_data_group": 0.655,
-        "score_data_loc": 0.351,
-        "score_data_loc_group": 0.351,
-        "score_loc": 0.046,
-        "score_loc_group": 0.046
-      },
       {
         "component": "Raz",
         "componentData": "Data Complete",
@@ -648,14 +629,14 @@
         "not_displayed": false,
         "rank_data": "4",
         "rank_data_group": "4",
-        "rank_data_loc": "6",
-        "rank_data_loc_group": "6",
+        "rank_data_loc": "5",
+        "rank_data_loc_group": "5",
         "rank_loc": 7,
         "rank_loc_group": 7,
-        "score_data": 0.629,
-        "score_data_group": 0.629,
-        "score_data_loc": 0.348,
-        "score_data_loc_group": 0.348,
+        "score_data": 0.644,
+        "score_data_group": 0.644,
+        "score_data_loc": 0.356,
+        "score_data_loc_group": 0.356,
         "score_loc": 0.067,
         "score_loc_group": 0.067
       },
@@ -667,33 +648,52 @@
         "not_displayed": false,
         "rank_data": "8",
         "rank_data_group": "8",
-        "rank_data_loc": "7",
-        "rank_data_loc_group": "7",
+        "rank_data_loc": "6",
+        "rank_data_loc_group": "6",
         "rank_loc": 3,
         "rank_loc_group": 3,
-        "score_data": 0.579,
-        "score_data_group": 0.579,
-        "score_data_loc": 0.346,
-        "score_data_loc_group": 0.346,
+        "score_data": 0.595,
+        "score_data_group": 0.595,
+        "score_data_loc": 0.354,
+        "score_data_loc_group": 0.354,
         "score_loc": 0.113,
         "score_loc_group": 0.113
       },
+      {
+        "component": "Brace",
+        "componentData": "Data Complete",
+        "componentID": 27630932,
+        "name": "Brace",
+        "not_displayed": false,
+        "rank_data": "3",
+        "rank_data_group": "3",
+        "rank_data_loc": "7",
+        "rank_data_loc_group": "7",
+        "rank_loc": 8,
+        "rank_loc_group": 8,
+        "score_data": 0.645,
+        "score_data_group": 0.645,
+        "score_data_loc": 0.346,
+        "score_data_loc_group": 0.346,
+        "score_loc": 0.046,
+        "score_loc_group": 0.046
+      },
       {
         "component": "Ausmus",
         "componentData": "Data Complete",
         "componentID": 27630924,
         "name": "Ausmus",
         "not_displayed": false,
-        "rank_data": "7",
-        "rank_data_group": "7",
+        "rank_data": "6",
+        "rank_data_group": "6",
         "rank_data_loc": "8",
         "rank_data_loc_group": "8",
         "rank_loc": 9,
         "rank_loc_group": 9,
-        "score_data": 0.602,
-        "score_data_group": 0.602,
-        "score_data_loc": 0.303,
-        "score_data_loc_group": 0.303,
+        "score_data": 0.63,
+        "score_data_group": 0.63,
+        "score_data_loc": 0.318,
+        "score_data_loc_group": 0.318,
         "score_loc": 0.005,
         "score_loc_group": 0.005
       },
@@ -709,10 +709,10 @@
         "rank_data_loc_group": "9",
         "rank_loc": 6,
         "rank_loc_group": 6,
-        "score_data": 0.437,
-        "score_data_group": 0.437,
-        "score_data_loc": 0.262,
-        "score_data_loc_group": 0.262,
+        "score_data": 0.469,
+        "score_data_group": 0.469,
+        "score_data_loc": 0.278,
+        "score_data_loc_group": 0.278,
         "score_loc": 0.087,
         "score_loc_group": 0.087
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[45.88932423,-121.0347381].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[45.88932423,-121.0347381].json
index 995ee95..d05e276 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[45.88932423,-121.0347381].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[45.88932423,-121.0347381].json
@@ -148,10 +148,10 @@
         "rank_data_loc_group": "1",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "1",
-        "score_data": 0.37,
-        "score_data_group": 0.37,
-        "score_data_loc": 0.649,
-        "score_data_loc_group": 0.649,
+        "score_data": 0.54,
+        "score_data_group": 0.54,
+        "score_data_loc": 0.735,
+        "score_data_loc_group": 0.735,
         "score_loc": 0.929,
         "score_loc_group": 0.929
       },
@@ -167,10 +167,10 @@
         "rank_data_loc_group": "1",
         "rank_loc": "1",
         "rank_loc_group": "1",
-        "score_data": 0.312,
-        "score_data_group": 0.37,
-        "score_data_loc": 0.62,
-        "score_data_loc_group": 0.649,
+        "score_data": 0.488,
+        "score_data_group": 0.54,
+        "score_data_loc": 0.708,
+        "score_data_loc_group": 0.735,
         "score_loc": 0.929,
         "score_loc_group": 0.929
       }
diff --git a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[47.213922,-69.28246582].json b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[47.213922,-69.28246582].json
index be13f50..d2ff1d3 100644
--- a/soil_id/tests/us/__snapshots__/test_us/test_soil_location[47.213922,-69.28246582].json
+++ b/soil_id/tests/us/__snapshots__/test_us/test_soil_location[47.213922,-69.28246582].json
@@ -389,32 +389,13 @@
         "rank_data_loc_group": "1",
         "rank_loc": "2",
         "rank_loc_group": "2",
-        "score_data": 0.737,
-        "score_data_group": 0.737,
-        "score_data_loc": 0.521,
-        "score_data_loc_group": 0.521,
+        "score_data": 0.682,
+        "score_data_group": 0.682,
+        "score_data_loc": 0.494,
+        "score_data_loc_group": 0.494,
         "score_loc": 0.306,
         "score_loc_group": 0.306
       },
-      {
-        "component": "Elliottsville",
-        "componentData": "Data Complete",
-        "componentID": 26560911,
-        "name": "Elliottsville",
-        "not_displayed": false,
-        "rank_data": "2",
-        "rank_data_group": "2",
-        "rank_data_loc": "2",
-        "rank_data_loc_group": "2",
-        "rank_loc": "3",
-        "rank_loc_group": "3",
-        "score_data": 0.697,
-        "score_data_group": 0.697,
-        "score_data_loc": 0.474,
-        "score_data_loc_group": 0.474,
-        "score_loc": 0.25,
-        "score_loc_group": 0.25
-      },
       {
         "component": "Knob lock",
         "componentData": "Data Complete",
@@ -423,17 +404,36 @@
         "not_displayed": false,
         "rank_data": "4",
         "rank_data_group": "4",
-        "rank_data_loc": "3",
-        "rank_data_loc_group": "3",
+        "rank_data_loc": "2",
+        "rank_data_loc_group": "2",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "1",
-        "score_data": 0.475,
-        "score_data_group": 0.475,
-        "score_data_loc": 0.424,
-        "score_data_loc_group": 0.424,
+        "score_data": 0.529,
+        "score_data_group": 0.529,
+        "score_data_loc": 0.451,
+        "score_data_loc_group": 0.451,
         "score_loc": 0.372,
         "score_loc_group": 0.372
       },
+      {
+        "component": "Elliottsville",
+        "componentData": "Data Complete",
+        "componentID": 26560911,
+        "name": "Elliottsville",
+        "not_displayed": false,
+        "rank_data": "2",
+        "rank_data_group": "2",
+        "rank_data_loc": "3",
+        "rank_data_loc_group": "3",
+        "rank_loc": "3",
+        "rank_loc_group": "3",
+        "score_data": 0.65,
+        "score_data_group": 0.65,
+        "score_data_loc": 0.45,
+        "score_data_loc_group": 0.45,
+        "score_loc": 0.25,
+        "score_loc_group": 0.25
+      },
       {
         "component": "Monson",
         "componentData": "Data Complete",
@@ -462,13 +462,13 @@
         "rank_data": "Not Displayed",
         "rank_data_group": "2",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "2",
+        "rank_data_loc_group": "3",
         "rank_loc": "Not Displayed",
         "rank_loc_group": "3",
-        "score_data": 0.536,
-        "score_data_group": 0.697,
-        "score_data_loc": 0.393,
-        "score_data_loc_group": 0.474,
+        "score_data": 0.583,
+        "score_data_group": 0.65,
+        "score_data_loc": 0.417,
+        "score_data_loc_group": 0.45,
         "score_loc": 0.25,
         "score_loc_group": 0.25
       },
@@ -481,13 +481,13 @@
         "rank_data": "Not Displayed",
         "rank_data_group": "4",
         "rank_data_loc": "Not Displayed",
-        "rank_data_loc_group": "3",
+        "rank_data_loc_group": "2",
         "rank_loc": "1",
         "rank_loc_group": "1",
         "score_data": 0.406,
-        "score_data_group": 0.475,
+        "score_data_group": 0.529,
         "score_data_loc": 0.389,
-        "score_data_loc_group": 0.424,
+        "score_data_loc_group": 0.451,
         "score_loc": 0.372,
         "score_loc_group": 0.372
       }
diff --git a/soil_id/us_soil.py b/soil_id/us_soil.py
index 51a268c..e3d6021 100644
--- a/soil_id/us_soil.py
+++ b/soil_id/us_soil.py
@@ -665,9 +665,7 @@ def list_soils(lon, lat):
 
         if mucompdata_pd["compkind"].isin(OSD_compkind).any():
             # Group data by cokey
-            OSDhorzdata_group_cokey = [
-                group for _, group in OSDhorzdata_pd.groupby("cokey", sort=False)
-            ]
+            OSDhorzdata_group_cokey = [group for _, group in OSDhorzdata_pd.groupby("cokey")]
 
             # Initialize empty lists
             lab_lyrs = []
@@ -976,39 +974,40 @@ def list_soils(lon, lat):
                     munsell_lyrs.append(dict(zip(hzb_lyrs[index].keys(), munsell_dummy)))
 
             # Series URL Generation
-            # Initialize lists to store series URLs
-            SDE_URL = []
-            SEE_URL = []
+            # Create a mapping of cokey to URLs for safe lookup
+            cokey_to_urls = {}
 
-            # Group data by 'cokey'
-            OSDhorzdata_group_cokey = [g for _, g in OSDhorzdata_pd.groupby("cokey", sort=False)]
+            # Group data by 'cokey' - use sort=True for deterministic ordering
+            OSDhorzdata_group_cokey = [g for _, g in OSDhorzdata_pd.groupby("cokey", sort=True)]
 
             for index, group in enumerate(OSDhorzdata_group_cokey):
+                cokey = group["cokey"].iloc[0]  # Get the cokey for this group
+
                 # Check if compkind is not in OSD_compkind or if series contains any null values
                 if (
-                    mucompdata_pd.loc[index]["compkind"] not in OSD_compkind
+                    mucompdata_pd[mucompdata_pd["cokey"] == cokey]["compkind"].iloc[0]
+                    not in OSD_compkind
                     or group["series"].isnull().any()
                 ):
-                    SDE_URL.append("")
-                    SEE_URL.append("")
+                    cokey_to_urls[cokey] = {"sde": "", "see": ""}
                 else:
-                    # Extract compname, convert to lowercase, remove trailing numbers, and replace
-                    # spaces with underscores
+                    # Extract compname, convert to lowercase, remove trailing numbers, and replace spaces with underscores
                     comp = group["compname"].iloc[0].lower()
                     comp = re.sub(r"\d+$", "", comp)
                     comp = comp.replace(" ", "_")
 
-                    # Create and append URLs
-                    SDE_URL.append(f"https://casoilresource.lawr.ucdavis.edu/sde/?series={comp}")
-                    SEE_URL.append(f"https://casoilresource.lawr.ucdavis.edu/see/#{comp}")
+                    # Create URLs
+                    cokey_to_urls[cokey] = {
+                        "sde": f"https://casoilresource.lawr.ucdavis.edu/sde/?series={comp}",
+                        "see": f"https://casoilresource.lawr.ucdavis.edu/see/#{comp}",
+                    }
 
         else:
             # Initialize lists to store data layers and URLs
             lab_lyrs = []
             lab_intpl_lyrs = []
             munsell_lyrs = []
-            SDE_URL = []
-            SEE_URL = []
+            cokey_to_urls = {}
 
             # Iterate over each entry in mucompdata_pd
             for i in range(len(mucompdata_pd)):
@@ -1029,17 +1028,16 @@ def list_soils(lon, lat):
                 lab_lyrs.append(dict(zip(keys, lab_dummy)))
                 munsell_lyrs.append(dict(zip(keys, munsell_dummy)))
 
-                # Append empty URLs
-                SDE_URL.append("")
-                SEE_URL.append("")
+                # Create empty URLs for each component
+                cokey = mucompdata_pd.iloc[i]["cokey"]
+                cokey_to_urls[cokey] = {"sde": "", "see": ""}
 
     else:
         # Initialize lists to store data layers and URLs
         lab_lyrs = []
         lab_intpl_lyrs = []
         munsell_lyrs = []
-        SDE_URL = []
-        SEE_URL = []
+        cokey_to_urls = {}
 
         # Iterate over each entry in mucompdata_pd
         for i in range(len(mucompdata_pd)):
@@ -1060,9 +1058,9 @@ def list_soils(lon, lat):
             lab_lyrs.append(dict(zip(keys, lab_dummy)))
             munsell_lyrs.append(dict(zip(keys, munsell_dummy)))
 
-            # Append empty URLs
-            SDE_URL.append("")
-            SEE_URL.append("")
+            # Create empty URLs for each component
+            cokey = mucompdata_pd.iloc[i]["cokey"]
+            cokey_to_urls[cokey] = {"sde": "", "see": ""}
 
     # Subset datasets to exclude pedons without any depth information
     cokeys_with_depth = mucompdata_pd[mucompdata_pd["comp_max_bottom"] > 0].cokey.unique()
@@ -1429,7 +1427,7 @@ def list_soils(lon, lat):
     # Replace NaN values with an empty string
     mucompdata_cond_prob = mucompdata_cond_prob.fillna("")
 
-    # Generate the Site list
+    # Generate the Site list using cokey-based URL lookup
     Site = [
         {
             "siteData": {
@@ -1450,8 +1448,8 @@ def list_soils(lon, lat):
                 "irrcapscl": row["irrcapscl"],
                 "irrcapunit": row["irrcapunit"],
                 "taxsubgrp": row["taxsubgrp"],
-                "sdeURL": SDE_URL[idx],
-                "seeURL": SEE_URL[idx],
+                "sdeURL": cokey_to_urls.get(row["cokey"], {"sde": ""})["sde"],
+                "seeURL": cokey_to_urls.get(row["cokey"], {"see": ""})["see"],
             },
             "siteDescription": row["brief_narrative"],
         }