diff --git a/pandas/tests/arrays/sparse/test_array.py b/pandas/tests/arrays/sparse/test_array.py
index 4a0795137f80b..a31656a15660d 100644
--- a/pandas/tests/arrays/sparse/test_array.py
+++ b/pandas/tests/arrays/sparse/test_array.py
@@ -477,16 +477,4 @@ def test_drop_duplicates_fill_value():
     df = pd.DataFrame(np.zeros((5, 5))).apply(lambda x: SparseArray(x, fill_value=0))
     result = df.drop_duplicates()
     expected = pd.DataFrame({i: SparseArray([0.0], fill_value=0) for i in range(5)})
-    tm.assert_frame_equal(result, expected)
-
-
-def test_zero_sparse_column():
-    # GH 27781
-    df1 = pd.DataFrame({"A": SparseArray([0, 0, 0]), "B": [1, 2, 3]})
-    df2 = pd.DataFrame({"A": SparseArray([0, 1, 0]), "B": [1, 2, 3]})
-    result = df1.loc[df1["B"] != 2]
-    expected = df2.loc[df2["B"] != 2]
-    tm.assert_frame_equal(result, expected)
-
-    expected = pd.DataFrame({"A": SparseArray([0, 0]), "B": [1, 3]}, index=[0, 2])
-    tm.assert_frame_equal(result, expected)
+    tm.assert_frame_equal(result, expected)
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