diff --git a/src/graphs/number_of_provinces/__init__.py b/src/graphs/number_of_provinces/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/graphs/number_of_provinces/solution.py b/src/graphs/number_of_provinces/solution.py
new file mode 100644
index 0000000..70a69e5
--- /dev/null
+++ b/src/graphs/number_of_provinces/solution.py
@@ -0,0 +1,15 @@
+class Solution:
+    def dfs(self, node: int, isConnected: list[list[int]], visited: list[bool]):
+        visited[node] = True
+        for i in range(len(isConnected)):
+            if isConnected[node][i] and not visited[i]:
+                self.dfs(i, isConnected, visited)
+
+    def findCircleNum(self, isConnected: list[list[int]]) -> int:
+        provinces = 0
+        visited = [False] * len(isConnected)
+        for i in range(len(isConnected)):
+            if not visited[i]:
+                provinces += 1
+                self.dfs(i, isConnected, visited)
+        return provinces
diff --git a/tests/test_number_of_provinces.py b/tests/test_number_of_provinces.py
new file mode 100644
index 0000000..b873fba
--- /dev/null
+++ b/tests/test_number_of_provinces.py
@@ -0,0 +1,11 @@
+import pytest
+from src.graphs.number_of_provinces.solution import Solution
+
+
+@pytest.mark.parametrize(
+    "isConnected, expected",
+    [([[1, 1, 0], [1, 1, 0], [0, 0, 1]], 2), ([[1, 0, 0], [0, 1, 0], [0, 0, 1]], 3)],
+)
+def test_number_of_provinces(isConnected, expected):
+    solution = Solution()
+    assert solution.findCircleNum(isConnected) == expected