Adding garbage collector

nbs/weekly_analysis.ipynb

@@ -16,6 +16,7 @@
     "import pandas as pd\n",
     "import matplotlib.pyplot as plt\n",
     "import seaborn as sns\n",
+    "import gc\n",
     "sns.set_style(\"darkgrid\")"
    ]
   },
@@ -1591,6 +1592,20 @@
     "prediction_url_cot_claude.head()"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "del tools\n",
+    "del tools_inc\n",
+    "del error\n",
+    "del error_total\n",
+    "\n",
+    "gc.collect()"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -1605,7 +1620,7 @@
    "outputs": [],
    "source": [
     "# only include non error requests\n",
-    "tools_non_error = tools_inc[tools_inc['error'] != True]\n",
+    "tools_non_error = tools_inc[tools_inc['error'] != 1]\n",
     "tools_non_error['currentAnswer'].replace('no', 'No', inplace=True)\n",
     "tools_non_error['currentAnswer'].replace('yes', 'Yes', inplace=True)\n",
     "tools_non_error = tools_non_error[tools_non_error['currentAnswer'].isin(['Yes', 'No'])]\n",