diff --git a/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ItemUseReq.java b/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ItemUseReq.java
index 7cf3994d1..b5184c564 100644
--- a/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ItemUseReq.java
+++ b/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ItemUseReq.java
@@ -13,6 +13,8 @@ public class ItemUseReq {
 
     private String startTime;
     private Long modelId;
+    private Long dataSetId;
+    private List<Long> dataSetIds;
     private List<Long> modelIds;
     private Boolean cacheEnable = true;
     private String metric;
diff --git a/headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/impl/StatRepositoryImpl.java b/headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/impl/StatRepositoryImpl.java
index 064f38b78..f344412f2 100644
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/impl/StatRepositoryImpl.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/impl/StatRepositoryImpl.java
@@ -12,6 +12,7 @@ import com.tencent.supersonic.headless.server.persistence.mapper.StatMapper;
 import com.tencent.supersonic.headless.server.persistence.repository.StatRepository;
 import lombok.SneakyThrows;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Repository;
@@ -82,7 +83,12 @@ public class StatRepositoryImpl implements StatRepository {
         if (Objects.nonNull(itemUseReq.getMetric())) {
             queryWrapper.lambda().like(QueryStatDO::getMetrics, itemUseReq.getMetric());
         }
-
+        if (Objects.nonNull(itemUseReq.getDataSetId())) {
+            queryWrapper.lambda().eq(QueryStatDO::getDataSetId, itemUseReq.getDataSetId());
+        }
+        if (CollectionUtils.isNotEmpty(itemUseReq.getDataSetIds())) {
+            queryWrapper.lambda().in(QueryStatDO::getDataSetId, itemUseReq.getDataSetIds());
+        }
         return statMapper.selectList(queryWrapper);
     }
 
diff --git a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SchemaServiceImpl.java b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SchemaServiceImpl.java
index 950db495e..b27c9de5f 100644
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SchemaServiceImpl.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SchemaServiceImpl.java
@@ -14,6 +14,7 @@ import com.tencent.supersonic.common.util.JsonUtil;
 import com.tencent.supersonic.headless.api.pojo.DataSetSchema;
 import com.tencent.supersonic.headless.api.pojo.ItemDateFilter;
 import com.tencent.supersonic.headless.api.pojo.MetaFilter;
+import com.tencent.supersonic.headless.api.pojo.SchemaItem;
 import com.tencent.supersonic.headless.api.pojo.SemanticSchema;
 import com.tencent.supersonic.headless.api.pojo.enums.SchemaType;
 import com.tencent.supersonic.headless.api.pojo.request.DataSetFilterReq;
@@ -280,7 +281,9 @@ public class SchemaServiceImpl implements SchemaService {
     }
 
     private void fillCnt(List<DataSetSchemaResp> dataSetSchemaResps, List<ItemUseResp> statInfos) {
-
+        if (CollectionUtils.isEmpty(statInfos)) {
+            return;
+        }
         Map<String, ItemUseResp> typeIdAndStatPair = statInfos.stream()
                 .collect(Collectors.toMap(
                         itemUseInfo -> itemUseInfo.getType() + AT_SYMBOL + AT_SYMBOL
@@ -296,40 +299,41 @@ public class SchemaServiceImpl implements SchemaService {
     private void fillMetricCnt(DataSetSchemaResp dataSetSchemaResp,
             Map<String, ItemUseResp> typeIdAndStatPair) {
         List<MetricSchemaResp> metrics = dataSetSchemaResp.getMetrics();
-        if (CollectionUtils.isEmpty(dataSetSchemaResp.getMetrics())) {
+        if (CollectionUtils.isEmpty(metrics)) {
             return;
         }
-
-        if (!CollectionUtils.isEmpty(metrics)) {
-            metrics.stream().forEach(metric -> {
-                String key = TypeEnums.METRIC.name().toLowerCase() + AT_SYMBOL + AT_SYMBOL
-                        + metric.getBizName();
-                if (typeIdAndStatPair.containsKey(key)) {
-                    metric.setUseCnt(typeIdAndStatPair.get(key).getUseCnt());
-                }
-            });
-        }
+        metrics.forEach(metric -> {
+            metric.setUseCnt(getItemCnt(metric, typeIdAndStatPair));
+        });
         dataSetSchemaResp.setMetrics(metrics);
     }
 
     private void fillDimCnt(DataSetSchemaResp dataSetSchemaResp,
             Map<String, ItemUseResp> typeIdAndStatPair) {
         List<DimSchemaResp> dimensions = dataSetSchemaResp.getDimensions();
-        if (CollectionUtils.isEmpty(dataSetSchemaResp.getDimensions())) {
+        if (CollectionUtils.isEmpty(dimensions)) {
             return;
         }
-        if (!CollectionUtils.isEmpty(dimensions)) {
-            dimensions.stream().forEach(dim -> {
-                String key = TypeEnums.DIMENSION.name().toLowerCase() + AT_SYMBOL + AT_SYMBOL
-                        + dim.getBizName();
-                if (typeIdAndStatPair.containsKey(key)) {
-                    dim.setUseCnt(typeIdAndStatPair.get(key).getUseCnt());
-                }
-            });
-        }
+        dimensions.forEach(dim -> {
+            dim.setUseCnt(getItemCnt(dim, typeIdAndStatPair));
+        });
         dataSetSchemaResp.setDimensions(dimensions);
     }
 
+    private Long getItemCnt(SchemaItem schemaItem, Map<String, ItemUseResp> typeIdAndStatPair) {
+        String bizNameKey = schemaItem.getTypeEnum().name().toLowerCase() + AT_SYMBOL + AT_SYMBOL
+                + schemaItem.getBizName();
+        String nameKey = schemaItem.getTypeEnum().name().toLowerCase() + AT_SYMBOL + AT_SYMBOL
+                + schemaItem.getName();
+        if (typeIdAndStatPair.containsKey(bizNameKey)) {
+            return typeIdAndStatPair.get(bizNameKey).getUseCnt();
+        }
+        if (typeIdAndStatPair.containsKey(nameKey)) {
+            return typeIdAndStatPair.get(nameKey).getUseCnt();
+        }
+        return 0L;
+    }
+
     @Override
     public DimensionResp getDimension(String bizName, Long modelId) {
         return dimensionService.getDimension(bizName, modelId);
@@ -469,7 +473,7 @@ public class SchemaServiceImpl implements SchemaService {
         List<Long> dataSetIds = dataSetSchemaResps.stream().map(DataSetSchemaResp::getId)
                 .collect(Collectors.toList());
         ItemUseReq itemUseReq = new ItemUseReq();
-        itemUseReq.setModelIds(dataSetIds);
+        itemUseReq.setDataSetIds(dataSetIds);
 
         List<ItemUseResp> statInfos = getStatInfo(itemUseReq);
         log.debug("statInfos:{}", statInfos);
diff --git a/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/StatUtils.java b/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/StatUtils.java
index 52e215616..ff7d9f478 100644
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/StatUtils.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/StatUtils.java
@@ -137,8 +137,8 @@ public class StatUtils {
         QueryStat queryStatInfo = new QueryStat();
         List<String> aggFields = SqlSelectHelper.getAggregateFields(querySqlReq.getSql());
         List<String> allFields = SqlSelectHelper.getAllSelectFields(querySqlReq.getSql());
-        List<String> dimensions =
-                allFields.stream().filter(aggFields::contains).collect(Collectors.toList());
+        List<String> dimensions = allFields.stream().filter(field -> !aggFields.contains(field))
+                .collect(Collectors.toList());
 
         String userName = getUserName(facadeUser);
         try {