Performed EDA: Handled missing values with forward fill (ffill) and c…

…apped outliers using IQR method for stock price data.
rohitinu6 · Oct 20, 2024 · 227078b · 227078b
1 parent 85f3c5e
commit 227078b
Showing 1 changed file with 4 additions and 2 deletions.
diff --git a/.ipynb_checkpoints/stock_market(complete)-checkpoint.ipynb b/.ipynb_checkpoints/stock_market(complete)-checkpoint.ipynb
@@ -458,7 +458,7 @@
     }
    ],
    "source": [
-    "# Using forward fill for time-series continuity\n",
+    "# Using forward fill for time-series continuity in stock prediction\n",
     "df['Open'] = df['Open'].ffill()\n",
     "df['High'] = df['High'].ffill()\n",
     "df['Low'] = df['Low'].ffill()\n",
@@ -467,7 +467,9 @@
     "df['Volume'] = df['Volume'].ffill()\n",
     "\n",
     "# Checking for remaining NaN values\n",
-    "df.isnull().sum()"
+    "df.isnull().sum()\n",
+    "\n",
+    "\n"
    ]
   },
   {