From 859a5e6d62110d0788ec3999386f784586dcc28d Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Thu, 28 Nov 2024 20:00:02 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 docs/PDFM/map_pdfm_features.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/PDFM/map_pdfm_features.ipynb b/docs/PDFM/map_pdfm_features.ipynb
index e4f68bd..eef0229 100644
--- a/docs/PDFM/map_pdfm_features.ipynb
+++ b/docs/PDFM/map_pdfm_features.ipynb
@@ -134,7 +134,7 @@
    "outputs": [],
    "source": [
     "county_gdf = gpd.read_file(county_geojson)\n",
-    "county_gdf.set_index('place', inplace=True)\n",
+    "county_gdf.set_index(\"place\", inplace=True)\n",
     "county_gdf.head()"
    ]
   },
@@ -152,7 +152,7 @@
    "outputs": [],
    "source": [
     "df = zhvi_df.join(county_gdf)\n",
-    "zhvi_gdf = gpd.GeoDataFrame(df, geometry='geometry')\n",
+    "zhvi_gdf = gpd.GeoDataFrame(df, geometry=\"geometry\")\n",
     "zhvi_gdf.head()"
    ]
   },
@@ -269,7 +269,7 @@
    "outputs": [],
    "source": [
     "df = embeddings_df.join(county_gdf)\n",
-    "embeddings_gdf = gpd.GeoDataFrame(df, geometry='geometry')\n",
+    "embeddings_gdf = gpd.GeoDataFrame(df, geometry=\"geometry\")\n",
     "embeddings_gdf.head()"
    ]
   },
@@ -479,8 +479,8 @@
    "outputs": [],
    "source": [
     "df = evaluation_df.join(gdf)\n",
-    "df['difference'] = df['y_pred'] - df['y']\n",
-    "evaluation_gdf = gpd.GeoDataFrame(df, geometry='geometry')\n",
+    "df[\"difference\"] = df[\"y_pred\"] - df[\"y\"]\n",
+    "evaluation_gdf = gpd.GeoDataFrame(df, geometry=\"geometry\")\n",
     "evaluation_gdf.drop(columns=[\"category\", \"color\", column], inplace=True)\n",
     "evaluation_gdf.head()"
    ]