diff --git a/server/config/nl_page/topic_cache.json b/server/config/nl_page/topic_cache.json
index 42c9a91662..106de8de1d 100644
--- a/server/config/nl_page/topic_cache.json
+++ b/server/config/nl_page/topic_cache.json
@@ -15422,7 +15422,6 @@
       ],
       "relevantVariableList": [
         "UnemploymentRate_Person",
-        "Count_Person_NonWorker",
         "UnemploymentRate_Person_Female",
         "UnemploymentRate_Person_Male"
       ],
diff --git a/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
index 71605661ae..41a63fda94 100644
--- a/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/comparemalepopulationwithfemalepopulation/debug_info.json
@@ -54,7 +54,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.9257855415344238
+                0.9257859587669373
               ],
               "QueryPart": "male population",
               "SV": [
@@ -64,7 +64,7 @@
             {
               "CosineScore": [
                 0.9296979904174805,
-                0.884743332862854
+                0.8847434520721436
               ],
               "QueryPart": "female population",
               "SV": [
@@ -123,7 +123,7 @@
             },
             {
               "CosineScore": [
-                0.917032778263092
+                0.9170326590538025
               ],
               "QueryPart": "population female population",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
index 88e50545fd..6fdd118b27 100644
--- a/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/numberofpoorhispanicwomenwithphd/debug_info.json
@@ -57,17 +57,17 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8084911108016968,
-                0.8080331087112427,
-                0.8044111728668213,
-                0.7984197735786438,
-                0.7966943979263306,
-                0.7915846705436707,
-                0.790185809135437,
+                0.8084912300109863,
+                0.8080331683158875,
+                0.8044112920761108,
+                0.7984198331832886,
+                0.7966946959495544,
+                0.791584849357605,
+                0.7901858687400818,
                 0.7865886688232422,
-                0.777317464351654,
-                0.776214063167572,
-                0.7629760503768921
+                0.7773175239562988,
+                0.7762140035629272,
+                0.7629759907722473
               ],
               "QueryPart": "number poor hispanic",
               "SV": [
@@ -104,7 +104,7 @@
             {
               "CosineScore": [
                 0.8433718681335449,
-                0.8265039324760437
+                0.8265039920806885
               ],
               "QueryPart": "number poor hispanic women",
               "SV": [
@@ -114,11 +114,11 @@
             },
             {
               "CosineScore": [
-                0.7646968960762024,
+                0.7646970152854919,
                 0.7476688027381897,
-                0.7377066612243652,
-                0.7362767457962036,
-                0.7305883169174194
+                0.73770672082901,
+                0.7362766265869141,
+                0.7305881977081299
               ],
               "QueryPart": "phd",
               "SV": [
@@ -137,7 +137,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.7890844941139221
+                0.7890845537185669
               ],
               "QueryPart": "number poor",
               "SV": [
@@ -146,10 +146,10 @@
             },
             {
               "CosineScore": [
-                0.8151503801345825,
-                0.7885993719100952,
-                0.7775554060935974,
-                0.7752052545547485
+                0.8151504993438721,
+                0.7885995507240295,
+                0.7775554656982422,
+                0.7752053737640381
               ],
               "QueryPart": "hispanic women phd",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json b/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
index a92bf6e5a3..f96fd5b516 100644
--- a/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
+++ b/server/integration_tests/test_data/detection_api_multivar/showmetheimpactofclimatechangeondrought/debug_info.json
@@ -41,7 +41,7 @@
           "Parts": [
             {
               "CosineScore": [
-                0.8787486553192139
+                0.8787485361099243
               ],
               "QueryPart": "show climate change",
               "SV": [
@@ -50,7 +50,7 @@
             },
             {
               "CosineScore": [
-                1.0
+                0.9999998211860657
               ],
               "QueryPart": "drought",
               "SV": [
@@ -65,10 +65,10 @@
           "Parts": [
             {
               "CosineScore": [
-                0.794236958026886,
-                0.7929013967514038,
-                0.7586168050765991,
-                0.758395791053772
+                0.7942368984222412,
+                0.7929012775421143,
+                0.7586166858673096,
+                0.7583957314491272
               ],
               "QueryPart": "show climate",
               "SV": [
diff --git a/server/integration_tests/test_data/detection_api_undata_dev_idx/chart_config.json b/server/integration_tests/test_data/detection_api_undata_dev_idx/chart_config.json
index e035b7c2a0..2293464b5b 100644
--- a/server/integration_tests/test_data/detection_api_undata_dev_idx/chart_config.json
+++ b/server/integration_tests/test_data/detection_api_undata_dev_idx/chart_config.json
@@ -10,7 +10,9 @@
   "comparisonVariables": [],
   "context": {},
   "debug": {},
-  "entities": ["Earth"],
+  "entities": [
+    "Earth"
+  ],
   "nonPlaceEntities": [],
   "properties": [],
   "sessionId": "007_999999999",
@@ -37,4 +39,4 @@
     "dc/topic/sdg_8.8.2",
     "dc/topic/ILOEMP2WAPRT"
   ]
-}
+}
\ No newline at end of file
diff --git a/server/integration_tests/test_data/international/query_3/chart_config.json b/server/integration_tests/test_data/international/query_3/chart_config.json
index ffe2dda68e..1761359c1c 100644
--- a/server/integration_tests/test_data/international/query_3/chart_config.json
+++ b/server/integration_tests/test_data/international/query_3/chart_config.json
@@ -178,6 +178,34 @@
             ],
             "title": "Unemployment Rate"
           },
+          {
+            "columns": [
+              {
+                "tiles": [
+                  {
+                    "statVarKey": [
+                      "UnemploymentRate_Person_Female"
+                    ],
+                    "title": "Unemployment Rate of Females in United Kingdom",
+                    "type": "LINE"
+                  }
+                ]
+              },
+              {
+                "tiles": [
+                  {
+                    "description": "Unemployment Rate of Females in United Kingdom",
+                    "statVarKey": [
+                      "UnemploymentRate_Person_Female"
+                    ],
+                    "title": "Unemployment Rate of Females in United Kingdom",
+                    "type": "HIGHLIGHT"
+                  }
+                ]
+              }
+            ],
+            "title": "Unemployment Rate of Females"
+          },
           {
             "columns": [
               {
@@ -225,6 +253,10 @@
             "name": "Unemployment Rate",
             "statVar": "UnemploymentRate_Person"
           },
+          "UnemploymentRate_Person_Female": {
+            "name": "Unemployment Rate of Females",
+            "statVar": "UnemploymentRate_Person_Female"
+          },
           "sdg/EN_MAT_DOMCMPG": {
             "name": "Domestic material consumption per unit of GDP",
             "statVar": "sdg/EN_MAT_DOMCMPG"
@@ -620,25 +652,10 @@
     },
     "childTopics": [],
     "exploreMore": {
-      "sdg/EN_MAT_DOMCMPG": {
-        "sdg_product": [
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF1",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF11",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF121",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF122",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF13",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF14",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF2",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF21",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF22",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF3",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF4",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF41",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF413",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF421",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF422",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF_AGG3A",
-          "sdg/EN_MAT_DOMCMPG.PRODUCT--MF_AGG3B"
+      "UnemploymentRate_Person_Female": {
+        "age": [
+          "UnemploymentRate_Person_25To74Years_Female",
+          "UnemploymentRate_Person_Upto25Years_Female"
         ]
       }
     },
diff --git a/server/lib/nl/common/debug_utils.py b/server/lib/nl/common/debug_utils.py
index 3201ae0221..ab1d2a2c9e 100644
--- a/server/lib/nl/common/debug_utils.py
+++ b/server/lib/nl/common/debug_utils.py
@@ -12,7 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from typing import cast, Dict
+import logging
+from typing import Dict
 
 from server.lib.nl.detection.types import ClassificationType
 from server.lib.nl.detection.types import Detection
@@ -134,6 +135,9 @@ def result_with_debug_info(data_dict: Dict, status: str,
   for entity in query_detection.places_detected.entities_found:
     entities_found_formatted += f"(name: {entity.name}, dcid: {entity.dcid}); "
 
+  query_transformations = query_detection_debug_logs.get(
+      'query_transformations', {})
+
   debug_info.update({
       'places_detected':
           query_detection.places_detected.query_places_mentioned,
@@ -143,8 +147,13 @@ def result_with_debug_info(data_dict: Dict, status: str,
           query_detection.places_detected.query_entities_mentioned,
       'entities_resolved':
           entities_found_formatted,
+      'query_index_type':
+          query_transformations.get('sv_detection_query_index_type', ''),
       'query_with_places_removed':
           query_detection.places_detected.query_without_place_substr,
+      'query_with_stop_words_removal':
+          query_transformations.get('sv_detection_query_stop_words_removal',
+                                    ''),
       'query_detection_debug_logs':
           query_detection_debug_logs,
   })
diff --git a/server/routes/redirects.py b/server/routes/redirects.py
index 660397b2b0..ca37e39aec 100644
--- a/server/routes/redirects.py
+++ b/server/routes/redirects.py
@@ -115,8 +115,8 @@ def demo():
 
 
 def load_redirects(name):
-  local_file = gcs.download_file(bucket=GLOBAL_CONFIG_BUCKET,
-                                 filename='redirects.json')
+  local_file = gcs.maybe_download(
+      gcs.make_path(GLOBAL_CONFIG_BUCKET, 'redirects.json'))
   with open(local_file) as fp:
     mapping = json.load(fp)
     return mapping.get(name, '/')
diff --git a/static/css/explore.scss b/static/css/explore.scss
index aa56d9a880..994328a890 100644
--- a/static/css/explore.scss
+++ b/static/css/explore.scss
@@ -323,6 +323,11 @@
   width: 100%;
 }
 
+.nl-query-result-debug-info .highlight {
+  color: blue;
+  font-weight: bold;
+}
+
 #ranking-table-container {
   margin-left: 24px;
 }
diff --git a/static/js/apps/explore/debug_info.tsx b/static/js/apps/explore/debug_info.tsx
index 4443e47e11..ac4ea40fbb 100644
--- a/static/js/apps/explore/debug_info.tsx
+++ b/static/js/apps/explore/debug_info.tsx
@@ -198,7 +198,9 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
     entitiesResolved: props.debugData["entities_resolved"] || [],
     mainPlaceDCID: props.debugData["main_place_dcid"],
     mainPlaceName: props.debugData["main_place_name"],
+    queryIndexType: props.debugData["query_index_type"],
     queryWithoutPlaces: props.debugData["query_with_places_removed"],
+    queryWithoutStopWords: props.debugData["query_with_stop_words_removal"],
     queryDetectionDebugLogs: props.debugData["query_detection_debug_logs"],
     svScores: props.debugData["sv_matching"] || {},
     svSentences: props.debugData["svs_to_sentences"],
@@ -238,28 +240,40 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
             <br></br>
           </Row>
           <Row>
-            <b>Execution Status: </b> {debugInfo.status}
+            <b>Execution Status: </b>{" "}
+            <span className="highlight">{debugInfo.status}</span>
           </Row>
           <Row>
-            <b>Detection Type: </b> {debugInfo.detectionType}
+            <b>Detection Type: </b>
+            <span className="highlight">{debugInfo.detectionType}</span>
           </Row>
           <Row>
             <b>Place Detection Type: </b>{" "}
-            {debugInfo.placeDetectionType.toUpperCase()}
+            <span className="highlight">
+              {debugInfo.placeDetectionType.toUpperCase()}
+            </span>
           </Row>
           <Row>
-            <b>Original Query: </b> {debugInfo.originalQuery}
+            <b>Original Query: </b>
+            <span className="highlight">{debugInfo.originalQuery}</span>
           </Row>
           <Row>
-            <b>Blocked:</b> {debugInfo.blocked.toString()}
+            <b>Blocked:</b>{" "}
+            <span className="highlight">{debugInfo.blocked.toString()}</span>
+          </Row>
+          <Row>
+            <b>Query index type: </b>
+            <span className="highlight">{debugInfo.queryIndexType}</span>
           </Row>
           <Row>
             <b>Query without places: </b>
-            {debugInfo.queryWithoutPlaces}
+            <span className="highlight">{debugInfo.queryWithoutPlaces}</span>
           </Row>
           <Row>
-            <b>Query used for variable detection: </b>
-            {debugInfo.svScores.Query || ""}
+            <b>Query without stop words: </b>
+            <span className="highlight">
+              {debugInfo.queryWithoutStopWords || ""}
+            </span>
           </Row>
           <Row>
             <b>Place Detection:</b>
@@ -267,18 +281,26 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
           <Row>
             <Col>
               Places Detected:{" "}
-              {debugInfo.placesDetected
-                ? debugInfo.placesDetected.join(", ")
-                : ""}
+              <span className="highlight">
+                {" "}
+                {debugInfo.placesDetected
+                  ? debugInfo.placesDetected.join(", ")
+                  : ""}
+              </span>
             </Col>
           </Row>
           <Row>
-            <Col>Places Resolved: {debugInfo.placesResolved}</Col>
+            <Col>
+              Places Resolved:
+              <span className="highlight">{debugInfo.placesResolved}</span>
+            </Col>
           </Row>
           <Row>
             <Col>
-              Main Place: {debugInfo.mainPlaceName} (dcid:{" "}
-              {debugInfo.mainPlaceDCID})
+              Main Place:
+              <span className="highlight">
+                {debugInfo.mainPlaceName} (dcid: {debugInfo.mainPlaceDCID})
+              </span>
             </Col>
           </Row>
           <Row>
@@ -290,13 +312,16 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
             </Col>
           </Row>
           <Row>
-            <Col>Entities Resolved: {debugInfo.entitiesResolved}</Col>
+            <Col>
+              Entities Resolved:{" "}
+              <span className="highlight">{debugInfo.entitiesResolved}</span>
+            </Col>
           </Row>
           <Row>
             <b>Query Type Detection:</b>
           </Row>
           <Row>
-            <Col>Ranking classification: {debugInfo.rankingClassification}</Col>
+            <Col>Ranking classification: </Col>
           </Row>
           <Row>
             <Col>
@@ -338,16 +363,6 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
           <Row>
             <Col>Date classification: {debugInfo.dateClassification}</Col>
           </Row>
-          <Row>
-            <b>Query Detection:</b>
-          </Row>
-          <Row>
-            <Col>
-              <pre>
-                {JSON.stringify(debugInfo.queryDetectionDebugLogs, null, 2)}
-              </pre>
-            </Col>
-          </Row>
           <Row>
             <b>Single Variables Matches:</b>
           </Row>
@@ -402,7 +417,16 @@ export function DebugInfo(props: DebugInfoProps): JSX.Element {
               )}
             </Col>
           </Row>
-
+          <Row>
+            <b>Query Detection:</b>
+          </Row>
+          <Row>
+            <Col>
+              <pre>
+                {JSON.stringify(debugInfo.queryDetectionDebugLogs, null, 2)}
+              </pre>
+            </Col>
+          </Row>
           <Row>
             <b
               onClick={() => setIsCollapsed(!isCollapsed)}