diff --git a/reportsizedeltas/reportsizedeltas.py b/reportsizedeltas/reportsizedeltas.py
index a30126d..ca409da 100644
--- a/reportsizedeltas/reportsizedeltas.py
+++ b/reportsizedeltas/reportsizedeltas.py
@@ -380,7 +380,7 @@ def add_summary_report_row(self, report_data, fqbn_data):
         row_number = len(report_data)
         # Add a row to the report
         row = ["" for _ in range(len(report_data[0]))]
-        row[0] = fqbn_data[self.ReportKeys.board]
+        row[0] = "`{board_name}`".format(board_name=fqbn_data[self.ReportKeys.board])
         report_data.append(row)
 
         # Populate the row with data
@@ -443,7 +443,7 @@ def add_detailed_report_row(self, report_data, fqbn_data):
         row_number = len(report_data)
         # Add a row to the report
         row = ["" for _ in range(len(report_data[0]))]
-        row[0] = fqbn_data[self.ReportKeys.board]
+        row[0] = "`{board_name}`".format(board_name=fqbn_data[self.ReportKeys.board])
         report_data.append(row)
 
         # Populate the row with data
@@ -453,8 +453,10 @@ def add_detailed_report_row(self, report_data, fqbn_data):
                 column_number = get_report_column_number(
                     report=report_data,
                     column_heading=(
-                        sketch[self.ReportKeys.name] + "<br>"
-                        + size_data[self.ReportKeys.name]
+                        "`{sketch_name}`<br>{size_name}".format(
+                            sketch_name=sketch[self.ReportKeys.name],
+                            size_name=size_data[self.ReportKeys.name]
+                        )
                     )
                 )
 
@@ -776,7 +778,16 @@ def generate_csv_table(row_list):
     csv_string = io.StringIO()
     csv_writer = csv.writer(csv_string, lineterminator="\n")
     for row in row_list:
-        csv_writer.writerow(row)
+        cleaned_row = []
+        for cell in row:
+            cleaned_cell = cell
+            if isinstance(cleaned_cell, str):
+                # The "code span" markup is not needed in the CSV report.
+                cleaned_cell = cleaned_cell.replace("`", "")
+
+            cleaned_row.append(cleaned_cell)
+
+        csv_writer.writerow(cleaned_row)
 
     return csv_string.getvalue()
 
diff --git a/reportsizedeltas/tests/test_reportsizedeltas.py b/reportsizedeltas/tests/test_reportsizedeltas.py
index a1bc55c..d9c8cbf 100644
--- a/reportsizedeltas/tests/test_reportsizedeltas.py
+++ b/reportsizedeltas/tests/test_reportsizedeltas.py
@@ -853,7 +853,7 @@ def test_get_sketches_reports(sketches_reports_path, expected_sketches_reports):
             [
                 ["Board", "flash", "%", "RAM for global variables", "%"],
                 [
-                    "arduino:avr:uno",
+                    "`arduino:avr:uno`",
                     ":green_heart: -994 - -994",
                     "-3.08 - -3.08",
                     ":green_heart: -175 - -175",
@@ -865,7 +865,7 @@ def test_get_sketches_reports(sketches_reports_path, expected_sketches_reports):
             [
                 ["Board", "flash", "%", "RAM for global variables", "%"],
                 [
-                    "arduino:avr:uno",
+                    "`arduino:avr:uno`",
                     ":green_heart: -994 - -994",
                     "-3.08 - -3.08",
                     ":green_heart: -175 - -175",
@@ -888,13 +888,13 @@ def test_get_sketches_reports(sketches_reports_path, expected_sketches_reports):
             [
                 ["Board", "flash", "%", "RAM for global variables", "%"],
                 [
-                    "arduino:avr:uno",
+                    "`arduino:avr:uno`",
                     ":green_heart: -994 - -994",
                     "-3.08 - -3.08",
                     ":green_heart: -175 - -175",
                     "-8.54 - -8.54"
                 ],
-                ["arduino:mbed_portenta:envie_m7", "N/A", "N/A", "N/A", "N/A"]
+                ["`arduino:mbed_portenta:envie_m7`", "N/A", "N/A", "N/A", "N/A"]
             ]
         )
     ]
@@ -955,14 +955,14 @@ def test_add_summary_report_row(report_data, fqbn_data, expected_report_data):
                 ]
             },
             [
-                ["Board", "examples/Foo<br>flash", "%", "examples/Foo<br>RAM for global variables", "%"],
-                ["arduino:avr:leonardo", -12, -0.05, 0, -0.0]
+                ["Board", "`examples/Foo`<br>flash", "%", "`examples/Foo`<br>RAM for global variables", "%"],
+                ["`arduino:avr:leonardo`", -12, -0.05, 0, -0.0]
             ]
         ),
         (
             [
-                ["Board", "examples/Foo<br>flash", "%", "examples/Foo<br>RAM for global variables", "%"],
-                ["arduino:avr:leonardo", -12, -0.05, 0, -0.0]
+                ["Board", "`examples/Foo`<br>flash", "%", "`examples/Foo`<br>RAM for global variables", "%"],
+                ["`arduino:avr:leonardo`", -12, -0.05, 0, -0.0]
             ],
             {
                 report_keys.board: "arduino:mbed_portenta:envie_m7",
@@ -992,9 +992,9 @@ def test_add_summary_report_row(report_data, fqbn_data, expected_report_data):
                 ]
             },
             [
-                ["Board", "examples/Foo<br>flash", "%", "examples/Foo<br>RAM for global variables", "%"],
-                ["arduino:avr:leonardo", -12, -0.05, 0, -0.0],
-                ["arduino:mbed_portenta:envie_m7", "N/A", "N/A", "N/A", "N/A"]
+                ["Board", "`examples/Foo`<br>flash", "%", "`examples/Foo`<br>RAM for global variables", "%"],
+                ["`arduino:avr:leonardo`", -12, -0.05, 0, -0.0],
+                ["`arduino:mbed_portenta:envie_m7`", "N/A", "N/A", "N/A", "N/A"]
             ]
         )
     ]
@@ -1012,17 +1012,17 @@ def test_generate_report():
         "**Memory usage change @ d8fd302**\n\n"
         "Board|flash|%|RAM for global variables|%\n"
         "-|-|-|-|-\n"
-        "arduino:avr:leonardo|:green_heart: -12 - -12|-0.05 - -0.05|0 - 0|0.0 - 0.0\n"
-        "arduino:avr:uno|:green_heart: -994 - -994|-3.08 - -3.08|:green_heart: -175 - -175|-8.54 - -8.54\n"
-        "arduino:mbed_portenta:envie_m7|N/A|N/A|N/A|N/A\n\n"
+        "`arduino:avr:leonardo`|:green_heart: -12 - -12|-0.05 - -0.05|0 - 0|0.0 - 0.0\n"
+        "`arduino:avr:uno`|:green_heart: -994 - -994|-3.08 - -3.08|:green_heart: -175 - -175|-8.54 - -8.54\n"
+        "`arduino:mbed_portenta:envie_m7`|N/A|N/A|N/A|N/A\n\n"
         "<details>\n"
         "<summary>Click for full report table</summary>\n\n"
-        "Board|examples/Bar<br>flash|%|examples/Bar<br>RAM for global variables|%|examples/Foo<br>flash|%|examples/Foo"
-        "<br>RAM for global variables|%\n"
+        "Board|`examples/Bar`<br>flash|%|`examples/Bar`<br>RAM for global variables|%|`examples/Foo`<br>flash|%|"
+        "`examples/Foo`<br>RAM for global variables|%\n"
         "-|-|-|-|-|-|-|-|-\n"
-        "arduino:avr:leonardo|N/A|N/A|N/A|N/A|-12|-0.05|0|0.0\n"
-        "arduino:avr:uno|N/A|N/A|N/A|N/A|-994|-3.08|-175|-8.54\n"
-        "arduino:mbed_portenta:envie_m7|N/A|N/A|N/A|N/A|N/A|N/A|N/A|N/A\n\n"
+        "`arduino:avr:leonardo`|N/A|N/A|N/A|N/A|-12|-0.05|0|0.0\n"
+        "`arduino:avr:uno`|N/A|N/A|N/A|N/A|-994|-3.08|-175|-8.54\n"
+        "`arduino:mbed_portenta:envie_m7`|N/A|N/A|N/A|N/A|N/A|N/A|N/A|N/A\n\n"
         "</details>\n\n"
         "<details>\n"
         "<summary>Click for full report CSV</summary>\n\n"