diff --git a/src/compare_covermaps.py b/src/compare_covermaps.py
index 4747b057..83c8d8d6 100644
--- a/src/compare_covermaps.py
+++ b/src/compare_covermaps.py
@@ -42,7 +42,7 @@
     "BureJimma2019": "ETH",
     "BureJimma2020": "ETH",
     "Tigray2021": "ETH",
-    "Tigray2020": "ETH"
+    "Tigray2020": "ETH",
 }
 DATASET_PATH = Path(DATA_PATH).glob("*")
 NE_GDF = gpd.read_file(
@@ -67,7 +67,7 @@
     "BureJimma2019": DATA_PATH + "Ethiopia_Bure_Jimma_2019.csv",
     "BureJimma2020": DATA_PATH + "Ethiopia_Bure_Jimma_2020.csv",
     "Tigray2021": DATA_PATH + "Ethiopia_Tigray_2021.csv",
-    "Tigray2020": DATA_PATH + "Ethiopia_Tigray_2020.csv"
+    "Tigray2020": DATA_PATH + "Ethiopia_Tigray_2020.csv",
 }
 
 REDUCER = ee.Reducer.mode()
@@ -453,13 +453,13 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
         "worldcover-v100",
         ee.ImageCollection("ESA/WorldCover/v100"),
         resolution=10,
-        crop_labels=[40]
+        crop_labels=[40],
     ),
     "worldcover-v200": Covermap(
         "worldcover-v200",
         ee.ImageCollection("ESA/WorldCover/v200"),
         resolution=10,
-        crop_labels=[40]
+        crop_labels=[40],
     ),
     "glad": Covermap(
         "glad",
@@ -478,7 +478,7 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
         ee.ImageCollection(ee.Image("users/sbaber/asap_mask_crop_v03")),
         resolution=1000,
         crop_labels=list(range(10, 190)),
-        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"]
+        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"],
     ),
     "dynamicworld": Covermap(
         "dynamicworld",
@@ -508,7 +508,7 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
         ee.ImageCollection("projects/sat-io/open-datasets/DEAF/CROPLAND-EXTENT/filtered"),
         resolution=10,
         crop_labels=[1],
-        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"]
+        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"],
     ),
     "esa-cci-africa": Covermap(
         "esa-cci-africa",
@@ -517,7 +517,7 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
         ),
         resolution=20,
         crop_labels=[4],
-        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"]
+        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"],
     ),
     "globcover-v23": Covermap(
         "globcover-v23",
@@ -550,7 +550,7 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
         ),
         resolution=30,
         crop_labels=[2],
-        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"]
+        countries=[country for country in TEST_COUNTRIES.keys() if country != "Hawaii"],
     ),
     "harvest-crop-maps": Covermap(
         "harvest-crop-maps",
@@ -566,7 +566,9 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
                 ee.Image("users/abaansah/Namibia_North_2020_V3"),
                 ee.Image("users/adadebay/Zambia_cropland_2019"),
                 ee.Image("users/izvonkov/Hawaii_skip_era5_v4"),
-                ee.Image("users/adadebay/Uganda_2019_skip_ERA5_min_lat--1-63_min_lon-29-3_max_lat-4-3_max_lon-35-17_dates-2019-02-01_2020-02-"),
+                ee.Image(
+                    "users/adadebay/Uganda_2019_skip_ERA5_min_lat--1-63_min_lon-29-3_max_lat-4-3_max_lon-35-17_dates-2019-02-01_2020-02-"
+                ),
                 ee.Image("users/abaansah/Sudan_Al_Gadaref_2020_Feb"),
                 ee.Image("users/abaansah/Sudan_Al_Gadaref_2019_Feb"),
                 ee.Image("users/izvonkov/Sudan_Blue_Nile_2020"),
@@ -575,13 +577,24 @@ def generate_report(dataset_name: str, country: str, true, pred) -> pd.DataFrame
                 ee.Image("users/byeh1/ethiopia_tigray_2021_v1"),
                 ee.Image("users/adadebay/Tanzania_cropland_2019"),
                 ee.Image("users/eutzschn/Ethiopia_Bure_Jimma_2020_v1"),
-                ee.Image("users/izvonkov/Ethiopia_Bure_Jimma_2019_v1")
+                ee.Image("users/izvonkov/Ethiopia_Bure_Jimma_2019_v1"),
             ]
         ),
         resolution=10,
         probability=0.5,
-        countries=['Tanzania', 'Namibia', 'Uganda', 'Zambia', 'Hawaii',
-                   'BlueNile2020', 'BlueNile2019', 'AlGadaref2019', 'BureJimma2019',
-                   'BureJimma2020', 'Tigray2021', 'Tigray2020']
-    )
+        countries=[
+            "Tanzania",
+            "Namibia",
+            "Uganda",
+            "Zambia",
+            "Hawaii",
+            "BlueNile2020",
+            "BlueNile2019",
+            "AlGadaref2019",
+            "BureJimma2019",
+            "BureJimma2020",
+            "Tigray2021",
+            "Tigray2020",
+        ],
+    ),
 }