diff --git a/superset/charts/data/api.py b/superset/charts/data/api.py
index b53f0e2116cb1..19748813d0905 100644
--- a/superset/charts/data/api.py
+++ b/superset/charts/data/api.py
@@ -18,9 +18,7 @@
 
 import json
 import logging
-from io import BytesIO
 from typing import Any, Dict, Optional, TYPE_CHECKING
-from zipfile import ZipFile
 
 import simplejson
 from flask import current_app, g, make_response, request, Response
@@ -46,7 +44,7 @@
 from superset.exceptions import QueryObjectValidationError
 from superset.extensions import event_logger
 from superset.utils.async_query_manager import AsyncQueryTokenException
-from superset.utils.core import json_int_dttm_ser
+from superset.utils.core import create_zip, json_int_dttm_ser
 from superset.views.base import CsvResponse, generate_download_headers
 from superset.views.base_api import statsd_metrics
 
@@ -357,14 +355,12 @@ def _send_chart_response(
             else:
                 # return multi-query csv results bundled as a zip file
                 encoding = current_app.config["CSV_EXPORT"].get("encoding", "utf-8")
-                buf = BytesIO()
-                with ZipFile(buf, "w") as bundle:
-                    for idx, result in enumerate(result["queries"]):
-                        with bundle.open(f"query_{idx + 1}.csv", "w") as fp:
-                            fp.write(result["data"].encode(encoding))
-                buf.seek(0)
+                files = {
+                    f"query_{idx + 1}.csv": result["data"].encode(encoding)
+                    for idx, result in enumerate(result["queries"])
+                }
                 return Response(
-                    buf,
+                    create_zip(files),
                     headers=generate_download_headers("zip"),
                     mimetype="application/zip",
                 )
diff --git a/superset/utils/core.py b/superset/utils/core.py
index 4908fd98dc7ad..da69a89a80fd5 100644
--- a/superset/utils/core.py
+++ b/superset/utils/core.py
@@ -40,6 +40,7 @@
 from email.mime.text import MIMEText
 from email.utils import formatdate
 from enum import Enum, IntEnum
+from io import BytesIO
 from timeit import default_timer
 from types import TracebackType
 from typing import (
@@ -61,6 +62,7 @@
     Union,
 )
 from urllib.parse import unquote_plus
+from zipfile import ZipFile
 
 import bleach
 import markdown as md
@@ -1788,3 +1790,13 @@ def apply_max_row_limit(limit: int, max_limit: Optional[int] = None,) -> int:
     if limit != 0:
         return min(max_limit, limit)
     return max_limit
+
+
+def create_zip(files: Dict[str, Any]) -> BytesIO:
+    buf = BytesIO()
+    with ZipFile(buf, "w") as bundle:
+        for filename, contents in files.items():
+            with bundle.open(filename, "w") as fp:
+                fp.write(contents)
+    buf.seek(0)
+    return buf
diff --git a/tests/integration_tests/charts/data/api_tests.py b/tests/integration_tests/charts/data/api_tests.py
index d6ccd6aadfe54..6912f4697f611 100644
--- a/tests/integration_tests/charts/data/api_tests.py
+++ b/tests/integration_tests/charts/data/api_tests.py
@@ -20,8 +20,11 @@
 import unittest
 import copy
 from datetime import datetime
+from io import BytesIO
 from typing import Optional
 from unittest import mock
+from zipfile import ZipFile
+
 from flask import Response
 from tests.integration_tests.conftest import with_feature_flags
 from superset.models.sql_lab import Query
@@ -243,6 +246,22 @@ def test_with_csv_result_format(self):
         self.query_context_payload["result_format"] = "csv"
         rv = self.post_assert_metric(CHART_DATA_URI, self.query_context_payload, "data")
         assert rv.status_code == 200
+        assert rv.mimetype == "text/csv"
+
+    @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
+    def test_with_multi_query_csv_result_format(self):
+        """
+        Chart data API: Test chart data with multi-query CSV result format
+        """
+        self.query_context_payload["result_format"] = "csv"
+        self.query_context_payload["queries"].append(
+            self.query_context_payload["queries"][0]
+        )
+        rv = self.post_assert_metric(CHART_DATA_URI, self.query_context_payload, "data")
+        assert rv.status_code == 200
+        assert rv.mimetype == "application/zip"
+        zipfile = ZipFile(BytesIO(rv.data), "r")
+        assert zipfile.namelist() == ["query_1.csv", "query_2.csv"]
 
     @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
     def test_with_csv_result_format_when_actor_not_permitted_for_csv__403(self):
@@ -766,6 +785,7 @@ def test_chart_data_get(self):
             }
         )
         rv = self.get_assert_metric(f"api/v1/chart/{chart.id}/data/", "get_data")
+        assert rv.mimetype == "application/json"
         data = json.loads(rv.data.decode("utf-8"))
         assert data["result"][0]["status"] == "success"
         assert data["result"][0]["rowcount"] == 2