diff --git a/.changeset/short-carrots-beg.md b/.changeset/short-carrots-beg.md
new file mode 100644
index 0000000000000..2eaedec59de61
--- /dev/null
+++ b/.changeset/short-carrots-beg.md
@@ -0,0 +1,6 @@
+---
+"@gradio/dataframe": patch
+"gradio": patch
+---
+
+fix:Fix margin above `gr.Dataframe` when no header is provided
diff --git a/gradio/templates.py b/gradio/templates.py
index da3f74f165b7e..ec76e966f8c80 100644
--- a/gradio/templates.py
+++ b/gradio/templates.py
@@ -686,7 +686,7 @@ def __init__(
         show_row_numbers: bool = False,
         show_search: Literal["none", "search", "filter"] = "none",
         pinned_columns: int | None = None,
-        show_fullscreen_button: bool = True,
+        show_fullscreen_button: bool = False,
         max_chars: int | None = None,
         show_copy_button: bool = False,
     ):
@@ -765,7 +765,7 @@ def __init__(
         show_row_numbers: bool = False,
         show_search: Literal["none", "search", "filter"] = "none",
         pinned_columns: int | None = None,
-        show_fullscreen_button: bool = True,
+        show_fullscreen_button: bool = False,
         max_chars: int | None = None,
         show_copy_button: bool = False,
     ):
diff --git a/js/dataframe/Dataframe.stories.svelte b/js/dataframe/Dataframe.stories.svelte
index f5d407c002c5f..9c7116d136692 100644
--- a/js/dataframe/Dataframe.stories.svelte
+++ b/js/dataframe/Dataframe.stories.svelte
@@ -152,6 +152,21 @@
 	}}
 />
 
+<Story
+	name="Dataframe without a label"
+	args={{
+		values: [
+			[800, 100, 800],
+			[200, 800, 700]
+		],
+		headers: ["Math", "Reading", "Writing"],
+		show_label: false,
+		col_count: [3, "dynamic"],
+		row_count: [2, "dynamic"],
+		editable: false
+	}}
+/>
+
 <Story
 	name="Dataframe with different colors"
 	args={{
diff --git a/js/dataframe/shared/Table.svelte b/js/dataframe/shared/Table.svelte
index 0ad84c9d7c8e1..a0816d972df1f 100644
--- a/js/dataframe/shared/Table.svelte
+++ b/js/dataframe/shared/Table.svelte
@@ -902,24 +902,26 @@
 <svelte:window on:resize={() => set_cell_widths()} />
 
 <div class="table-container">
-	<div class="header-row">
-		{#if label && label.length !== 0 && show_label}
-			<div class="label">
-				<p>{label}</p>
-			</div>
-		{/if}
-		<Toolbar
-			{show_fullscreen_button}
-			{is_fullscreen}
-			on:click={toggle_fullscreen}
-			on_copy={handle_copy}
-			{show_copy_button}
-			{show_search}
-			on:search={(e) => handle_search(e.detail)}
-			on_commit_filter={commit_filter}
-			{current_search_query}
-		/>
-	</div>
+	{#if (label && label.length !== 0 && show_label) || show_fullscreen_button || show_copy_button || show_search !== "none"}
+		<div class="header-row">
+			{#if label && label.length !== 0 && show_label}
+				<div class="label">
+					<p>{label}</p>
+				</div>
+			{/if}
+			<Toolbar
+				{show_fullscreen_button}
+				{is_fullscreen}
+				on:click={toggle_fullscreen}
+				on_copy={handle_copy}
+				{show_copy_button}
+				{show_search}
+				on:search={(e) => handle_search(e.detail)}
+				on_commit_filter={commit_filter}
+				{current_search_query}
+			/>
+		</div>
+	{/if}
 	<div
 		bind:this={parent}
 		class="table-wrap"