diff --git a/estimate.ipynb b/estimate.ipynb
index e1eb823..418e752 100644
--- a/estimate.ipynb
+++ b/estimate.ipynb
@@ -5,10 +5,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:09.469694Z",
-     "iopub.status.busy": "2024-06-05T05:08:09.469108Z",
-     "iopub.status.idle": "2024-06-05T05:08:09.478870Z",
-     "shell.execute_reply": "2024-06-05T05:08:09.478261Z"
+     "iopub.execute_input": "2024-06-06T05:08:27.977442Z",
+     "iopub.status.busy": "2024-06-06T05:08:27.977135Z",
+     "iopub.status.idle": "2024-06-06T05:08:27.988074Z",
+     "shell.execute_reply": "2024-06-06T05:08:27.987430Z"
     }
    },
    "outputs": [
@@ -73,10 +73,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:09.513734Z",
-     "iopub.status.busy": "2024-06-05T05:08:09.513195Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.189529Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.188816Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.023429Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.023219Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.644400Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.643779Z"
     },
     "urth": {
      "dashboard": {}
@@ -92,10 +92,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.192560Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.192105Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.518823Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.518184Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.647209Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.646955Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.892676Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.892048Z"
     },
     "urth": {
      "dashboard": {}
@@ -116,10 +116,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.521686Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.521198Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.524452Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.523902Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.895603Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.895083Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.898380Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.897815Z"
     },
     "urth": {
      "dashboard": {}
@@ -136,10 +136,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.526765Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.526394Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.529756Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.529129Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.900636Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.900247Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.904008Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.903442Z"
     }
    },
    "outputs": [
@@ -147,7 +147,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "This notebook was last rendered at 2024-06-05 05:08:10.527423 UTC\n"
+      "This notebook was last rendered at 2024-06-06 05:08:28.901274 UTC\n"
      ]
     }
    ],
@@ -174,10 +174,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.532201Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.531810Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.542068Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.541573Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.906451Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.906029Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.915891Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.915265Z"
     },
     "urth": {
      "dashboard": {}
@@ -197,10 +197,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.544343Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.543991Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.550609Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.549994Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.918454Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.918014Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.924509Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.923830Z"
     },
     "urth": {
      "dashboard": {
@@ -239,10 +239,6 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>2024-06-03</th>\n",
-       "      <td>243056</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
        "      <th>2024-06-04</th>\n",
        "      <td>920</td>\n",
        "    </tr>\n",
@@ -250,6 +246,10 @@
        "      <th>2024-06-05</th>\n",
        "      <td>266352</td>\n",
        "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2024-06-06</th>\n",
+       "      <td>238448</td>\n",
+       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
@@ -257,9 +257,9 @@
       "text/plain": [
        "              hits\n",
        "date              \n",
-       "2024-06-03  243056\n",
        "2024-06-04     920\n",
-       "2024-06-05  266352"
+       "2024-06-05  266352\n",
+       "2024-06-06  238448"
       ]
      },
      "execution_count": 7,
@@ -289,10 +289,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.553097Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.552736Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.556230Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.555657Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.926992Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.926634Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.929887Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.929342Z"
     },
     "urth": {
      "dashboard": {}
@@ -308,10 +308,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.558626Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.558197Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.561570Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.561026Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.932190Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.931813Z",
+     "iopub.status.idle": "2024-06-06T05:08:28.935079Z",
+     "shell.execute_reply": "2024-06-06T05:08:28.934583Z"
     },
     "urth": {
      "dashboard": {}
@@ -340,16 +340,16 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.563810Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.563618Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.779481Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.778808Z"
+     "iopub.execute_input": "2024-06-06T05:08:28.937226Z",
+     "iopub.status.busy": "2024-06-06T05:08:28.937029Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.184605Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.183928Z"
     }
    },
    "outputs": [
     {
      "data": {
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",
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",
       "text/plain": [
        "<Figure size 1400x700 with 1 Axes>"
       ]
@@ -386,10 +386,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.782168Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.781770Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.787618Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.786949Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.187173Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.186960Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.192845Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.192313Z"
     },
     "urth": {
      "dashboard": {
@@ -401,7 +401,7 @@
     {
      "data": {
       "text/plain": [
-       "hits    200504.0\n",
+       "hits    172600.0\n",
        "dtype: float64"
       ]
      },
@@ -433,10 +433,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.790082Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.789698Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.794553Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.794011Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.195283Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.194931Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.199779Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.199255Z"
     },
     "urth": {
      "dashboard": {
@@ -448,7 +448,7 @@
     {
      "data": {
       "text/plain": [
-       "hits    56.8\n",
+       "hits    48.881337\n",
        "dtype: float64"
       ]
      },
@@ -480,10 +480,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.796903Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.796526Z",
-     "iopub.status.idle": "2024-06-05T05:08:10.799815Z",
-     "shell.execute_reply": "2024-06-05T05:08:10.799272Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.202044Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.201848Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.205037Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.204499Z"
     },
     "urth": {
      "dashboard": {}
@@ -499,16 +499,16 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:10.802089Z",
-     "iopub.status.busy": "2024-06-05T05:08:10.801749Z",
-     "iopub.status.idle": "2024-06-05T05:08:11.059010Z",
-     "shell.execute_reply": "2024-06-05T05:08:11.058306Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.207477Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.207040Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.500572Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.499811Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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7Tu3bt6+IdgIAAAAAUOliYmLM8Ck3N1fR0dGV3SSgSihXD6jAwECNHj262HVvvfWWAgICynMKAAAAAABsIzY2VgkJCdq8ebPat29P7yeglMoVQLllZ2dr7969Sk9PV5s2bRQSEiKn06ng4OCKODwAAAAAALbRp08fDRkyRIcPH5ZhGF47b2JiopKSkhQTE0PwhSqnXEPwJGnJkiV64IEH9Le//U2vvvqq9u/fL0nKyMjQ/fffrxUrVpS7kQAAAAAAVGfuyc8TEhIUFxenxMTEym4SUCblCqBWrlyp2bNnKyoqSg8++KDHupCQEF166aVKTk4uVwMBAAAAAKjuipr8HKhKyhVAffHFF7riiis0ZswYXX755YXWN2/eXAcOHCjPKQAAAAAAqPaY/BxVXbnmgEpJSdENN9xQ7PpatWopMzOzPKcAAAAAAKDac09+npycrOjoaOaAQpVTrgAqODhYGRkZxa4/ePCgwsLCynMKAAAAAACgP0MogidUVeUagtexY0ctX75cJ0+eLLTuwIEDWr58eZFD8wAAAAAAVVdiYqLGjh3LRNgASq1cPaAGDRqk559/Xo8//rgZNK1atUorVqzQ999/rzp16uiOO+6okIYCAAAAACqf+2lsfn5+mjFjhhISEuiVA+CcytUDqm7dunrppZcUFRVlzsC/Zs0arV+/XjExMZo4caJCQkIqpKEAAAAAgMrH09gAnI9y9YCSpNDQUI0YMUIjRoxQRkaG8vLyFBISIqezXNkWAAAAAMCGYmJiNGPGDJ7GBqBMyhRAHTt2rFTbHT9+3ON1vXr1ynIaAAAAAIBN8TQ2AOejTAHUqFGjzuskH3744XntBwAAAACwH57GBqCsyhRAPfjgg1a1AwAAAAAAAD6qTAFUjx49LGoGAAAAAAAAfBUzhQMAAAAAAMBS5zUJuXtS8dJOSs4k5AAAAABQtSQmJiopKUkxMTHM9wSg3M5rEvK5c+fK5XKVelJyJiEHAAAAgKojMTFRcXFx8vPz04wZM5SQkEAI5SUEf/BV5zUJuZ+fn8drAAAAAEDVVTD0SEpKkp+fn3Jzc+Xn56fk5GTCEC8g+IMvK1MA1axZM9WvX18Oh0MSk5IDAAAAQFVXVOgRExOjGTNmmCFUdHR0ZTezWsgf/DmdTr322muSRAgFn1CmScifeuopbdiwwXw9fvx4bdmypcIbBQAAAADwjuJ6OyUkJGjo0KH0wvGimJgYM3zKy8vT9u3bFRcXp8TExMpuGlBuZQqgAgICdObMGfP19u3blZ6eXuGNAgAAAAB4hzv0KNjbKTY2VuPGjSN88iJ38HfJJZeYIZQ7FASqujINwWvatKm++OILOZ1OBQcHS5J2794tf3//Evfr2rXr+bcQAAAAAGAZd+iRnJys6OhoAqdK5r7/7mGRDIGEryhTADVkyBBNnjxZb731lrls6dKlWrp0aYn78RQ8AAAAALCv2NhYgicbIRSELypTANWiRQtNmTJFR44cUVpamsaPH69+/fqpffv2VrUPAAAAAIBqh1AQvqZMAZQk+fn5qVGjRmrUqJG6d++uyy+/XK1atbKibQAAAAAA4P8kJiYqKSlJMTExhFOocsocQOU3cuTIimoHAAAAAAAoRnx8vKZMmSKn06kZM2bwdEJUOWV6Ch4AAAAAAPCuxMRETZkyRZKUl5cnp9PJk/FQ5RBAAQAAAABgY0lJSXI6//fre15eHk/GQ5VDAAUAAAAAgI3FxMSYPZ8kafTo0Qy/Q5VTrjmgAAAAAACAtWJjY5WQkKDk5GRFR0cTPqFKIoACAAAAABSLJ6/ZQ2xsLPcfVVqFBFD79+/XTz/9pNTUVElS/fr11bFjRzVp0qQiDg8AAAAAqASJiYmKi4uTn58fT14DUC7lCqCys7P19ttva/Xq1ZIkh8MhSTIMQ++//76uvvpqjRgxQi4XHa0AAAAAoKpJSkqSn5+fcnNz5efnp3nz5tEbCsB5KVcyNHfuXK1evVqxsbG64YYb1KBBAzkcDqWkpGjJkiX66quvVKtWLQ0ZMqSCmgsAAAAA8JaYmBjNmDHDDKESExO90hvKl4f9+fK1ASUp11Pw1qxZo6uvvlr333+/GjVqJD8/PzmdTjVq1EjDhg1Tt27dtGbNmopqKwAAAADAi9yTXw8dOlSxsbEevaGSk5MtOad72F9CQoLi4uKUmJhoyXkqg/vaZs2apbi4OMXHx1d2kwCvKVcAlZOTo9atWxe7vk2bNsrNzS3PKQAAAAAAZZCYmKixY8dWWHATGxurcePG6a677jLDp9zcXEVHR1fI8QsqOOzPqqCrMiQlJcnpdCovL0+SNGXKFJ8K2ICSlCuA6tChgzZu3Fjs+o0bN6p9+/blOQUAAAAAoJQqovdQcQFWbGysRo8erYsvvlijR4+2bPhYTEyMV4KuyhATE2OGT9Kf8yiXNWCr6IAR8JYyBVCZmZke/w0aNEipqal69dVXtWXLFqWmpio1NVWbN2/WK6+8otTUVA0aNMiqtgMAAAAA8ilv76HiAqzExEQNGTJEU6ZM0c8//2xpz538w/4SEhIkyWcCl9jYWPXt29d8bRiGgoKCSr2/Lw9PhO8r0yTk999/f5HL9+/frx9//LHIdY899pg++OCDsrcMAAAAAFAmBScNL2vvIfcQsdzcXDmdTjPAiouLM596nj/csqoXVGxsrGJjY83AxRsTn0vemSA8IiLCHIbndDp1+vTpUu9bVMDIROaoKsoUQPXv39/80gEAAAAA2Iu791BycrKio6PLHE4EBwebQ8Ty8vIUFBTkEXpIfw4b89bQOG8GLt4Ku8oTEpY3YAQqU5kCqIEDB1rVDgAAAABABXD3Hjofp06dMnvnOBwOrVixQtdee63HnEzXXXed7rrrrvM6R1l7GHkzcPFW2FWekLC8ASO8yxs96qqSMgVQJcnKylJmZmaR6+rVq1dRpwEAAAAAn5f/F9chQ4aU+xgFf/ktbp078HGHUNu3b9fWrVs1evRonT59utjQozS/aJ9PDyNvBi7eDLvKExKWZ194T3Hv9/yfFUnVKqAqVwB19uxZLViwQCtWrNAff/xR7HYffvhheU4DAAAAANVGwV9c69atq86dO59zn/y/yJYU9pS0zh34vPbaa9q+fbvy8vLk5+en06dPa9y4caVqb3HB0vn2MPJW4FJZvYvoJeObinsgQP7PiiQ5nU6vzG9mB+UKoGbMmKFvvvlGnTt31sUXX6yaNWtWVLsAAAAAoNpJTEzUa6+9Zk4E7ufnp1WrVpUYQBUVAJUU9pwrCIqNjdVPP/2krVu3mu0oqTdQaYOl4noYFRWeVVYgU5qwKzExUcnJyerbt+85g8Fz8fYk6/Ceot7vBedTk2RORl8dJpQvVwD1ww8/qFevXnrggQcqqj0AAAAAUC25w4j8T0jLzc1Vjx49it0+KSlJ+/fvLxQAlTScLDg42HzKXVHhUmJioqZMmWK2Y/To0SX+YlzaoWtF9TAqGMCMHj1aU6ZMsW0gk7+977zzTrnbd67wzl3j4OBgnTp1yvw/vaXsr7gedTNmzJDD4ZBhGOa2eXl51WJC+XIFUA6HQ82aNauotlSIL7/8UosWLVJaWpoiIyM1dOhQtWzZstjtv/32W3344YdKTU1VRESE7r77bnXq1MlcbxiG5s+fr+XLl+vkyZNq27athg0bpoYNG3rjcgAAAADYhNU9c/KHEU6nU5dccokef/xx3XLLLTp8+LBHG4KDg82gxt2bIn8AVNwvvwXDpaioqELXVzDQOn36dJH3IX8YUtqhawV7GBUMYFasWOG1p96dj4LtnTdvXpHviaLukXv//NuWFN4VDCTdoUV1GrJV1RV8v7s/l/PmzVNiYmKpQ15fUa4A6oorrtCWLVt03XXXVVR7yiU5OVlz5szR8OHD1apVKy1evFgTJ07Uv/71L4WGhhbafufOnXrjjTc0ePBgderUSWvXrtUrr7yi+Ph4NWnSRJL02WefaenSpRo1apTCw8P14YcfauLEiZo8ebICAgK8fYmAT2P8OwA7SkxM1Pvvvy+Hw2E+9am476vyfI/xHeg956pfwR4GRb0HUP14Y6iUu2eSw+FQXl6eAgMDNXbsWL355psaOXKkpP/NH5O/B5PT6VTjxo3Vtm3bQu9RwzD0008/me/5efPmmceXpE2bNikuLk5RUVHauHGj+QuxpCKHyr3//vv66quvPHppue9HcXNElcQdwDgcDuXm5qpp06bFDv2zw/dkwcAoMTGxyEmmC/Zkc8/3k39b6c9AquAE70UFgZLMHjPuebnsFs6hdNyhVHx8vPmUyaeffrqym+UVDiN/v68ySklJ0euvv67mzZvruuuuU7169eR0OgttV6tWrXI1srSee+45tWjRQvfff7+kPz+YDz74oG644QbddttthbZ//fXXdebMGT3zzDPmsueff16RkZF64IEHZBiG/vrXv6pv37665ZZbJP35WNLhw4dr5MiRZopdWqmpqcrOzj7/C6xE8fHxeueddwr964cvcr+H3X/xVsTxIiMjdfPNN+uDDz5QamqqyvGxs4zT6VSnTp302Wef6dZbb9X69eu92s6C3VAdDocCAwPVq1cvSX/+wJGTkyOXy6XAwEA1b95cY8aMkaQifzEcP368jhw5otq1a6tRo0YKDw9XQECAli9frtOnT8vhcMjPz095eXnmvygFBQXJMAxlZWXJMAwFBQVp+PDhlf4XQnx8vD799FPVrVtX11xzjXbs2KEtW7bo999/V2BgoIYMGaKOHTuW6ik3ksxfrn7++ecy/zIVHx+vhIQE5eTkqFevXpo+fXq5r+98fpHPf0/c7wOrfyA91w8JDodDDRs21OHDh231GbfDD+uVqaS65L8306ZN04YNG8r13e9yuZSTk3Pe7SzYvvzLnE6nAgMDlZWVZbaxqH2Ka1fNmjUVGhqq8PBwZWVlKTAwUEePHpWfn59Onjyp48ePy+l0KjY21vxcV9R7x/0L66ZNm5SWlmZ+b/Xq1UvTpk2TJLVt27bEHgJF+etf/6rExESdPXv2nG1wOp0yDMNrn82K/lmivOdyOBwKDg7W2bNnVadOHcXHxxd5b+36PVYWRf3MWvD3E/ff+/7+/pJk/nweEhKiGjVqKC0tzbyfTqdToaGhioyM1M6dOz0evOR0OlWvXj0FBgaany13eJL/ZxBJCg8PN/++df990rRpU0VERBSaNLy83NfrdDrP+zvJrX79+oqMjNTRo0eVnp6u9PT0Ercv6XvJ4XB4/N+9XUnvNZfLpTp16igyMlKbN28u1ee9vBwOh0dAV1Lb3D9Hng930O2WP/grLafTabajvLWuTlwul5xOp7Kzs833X3BwsFmT06dPV+h3oMv1Z7+f/DUq+Fmp6r3Z/P39Vb9+/XNuV64A6s477yzVdt54Cl5OTo7uuecePfbYY+rSpYu5fOrUqTp16pSeeuqpQvs8+OCD6tu3r2666SZz2fz58/Xjjz/qlVde0ZEjR/Twww/r5ZdfVtOmTc1txo4dq6ZNmxb7F0R2drZH0OT+xTY1NbVKfjG89NJLmjJlSmU3A15Ss2ZNnTx5srKbcd7c8wZU9DHzB9XeVJbPn/tfyBISEtSnTx9J0rJlyzz+pVQq+gec/PuUpS19+/bV22+/XdrLKaRg+9ztKG55ce0o7vorSsFzFvWecDgcioiIUEpKim1+cSvpPlYXxdWlqM8G/tS3b1/179+/Qt477vtcGkX1uijuvA888IC++OKLMrcH/1PUvbXj91hZVIWfWfv27evx3nX/EuoevjZz5kyvBJcA7CUqKkpLliyp7GacN5fLVaoAqlxD8Pr3728m2JUtIyNDeXl5CgsL81geFhamQ4cOFblPWlpaoaF5oaGhSktLM9e7lxW3TVEWLlyoBQsWmK+bNWum+Pj4UhXEjtasWVPZTYAXVeXwyeFwWPJ+Xbt2baXN+1aW63HPRbB582YNGTJE0p/d6t2/yLm/rwv+YOtwODz2KUtbfvjhh3Ldm/zty9/24pYX1w53t/2C21aUgucs6T0RERFRoecuj5LuY3VTsC757w08/fDDD2rZsmWFvHc2bdpU6p5a7l4pUtHfZ/l9//33ZW4LPJVUUzt9j5WF3X9mdTgchd67hmGY7/W+ffvqnXfeqaTWAahMGzdu1I8//miOvPJV5QqgBg4cWFHt8Cn9+vVT3759zdfuH6aqag+oq6++Wj/99FNlNwNeUpV7QBmGYcn7tVu3bubEn95Wlutx/7LYvn17s70dOnQwf5ErrgeUYRge+5SlLV26dCnXvSnYPnc7ilteXDvcP8AX3LaiFDxnUe8JO/YcKOk+VhfF1aWozwb+1KVLlwp773To0KHUn4eiekAVd96uXbvSA6qcirq3dvweKwu7/8xqGEah9677H1Dat2+vzp07m/MwAaheHA6HFi9erM6dO1d2U86LV3pA7dq1S61atSrPISpMSEiInE5noZ5JaWlphXpFuYWFhRUax5yenm5u7/5/enq66tSp47FN/iF5Bfn7+5tjyguqin+Zu+c6qS5zQFU05oA6P2WZA2revHmSZM6t0LFjR02YMEEpKSnlmgMqODhYw4YN09NPP11p98L9+SvNHFD5nzzjbm/BJ+BIfz6wISgoSDt27PC4b+e6RndbCs4BVZ57U9QTegzDKHZ5UffE/T4oatuK4j5n/jmgijuHN+eZOZeS7mN1U7AuBe9NRcwBVdFK23PoXNxzQIWFhal+/fqlngOqIt47+Z/2s3HjxhLngHJPwCud+/M8ffp05oAqw7nyzwFVt25dvfTSSyXW1E7fY2VR3M+sFTUHlPszc+TIEY+5e9zzJLnngNq2bZvHzyBS8XNANWzY0OO9fs0113gtgCrrnEPn2r7g3E4lbZf/+62kOaMq431Y2jmg3J8pKzoYFHft9evX18svv6yffvqJ382quII1NgxDV111VZX87i2Lcs8BFRERoauvvlpXX321GjRoUJFtK7PnnntOLVu21NChQyX9+ZfLyJEjdf3115d6EvIXXnhBTZo08ZiE/Oabb9bNN98sqfpOQm618k56mZiYWKrHvp5rn8TExEJhRnXmzclIufel5wuTxPoi6mJPFfX3S1BQULEBSf4nY+Xm5io2NrZM32Pu77+jR496/JJaVDvyn7Osf+/ZSWV+Xor7+7/g/XX/neQOx/K/B+x6z8v7vuB7rPSs+AwWfHKa9L9fUvP/spr/u2b58uVmL87IyEjdeuuthb6r3O/doKAgTZkyxdy/SZMmOnDggHlcd+8r97muuOIK1alTR6mpqYWejufmXubn56ehQ4cW+xS8ku7X2LFjlZCQ4PE0v/xPf4uKijK/G93XVNmfQ/f11K9fX5MmTfKYt+6nn34qcS6y/PfMXbv8c4G5rysuLk6JiYke+xb8+yU+Pl5Tpkwxj1nVJ7KuCOf6HktMTNQbb7yhEydO6NZbb9XTTz+t+Ph4vf/++zp58qRq1aqlu+66q0IfQlTc+9+Xfv/xyiTka9eu1Zo1a7R582bl5eWpdevWuvrqqxUdHe21J9/ll5ycrGnTpmn48OFq2bKllixZom+//Vavv/66wsLCNHXqVNWtW1eDBw+WJO3cuVPjxo3T4MGD1alTJyUlJWnhwoWKj49XkyZNJP35L+yfffaZRo0apfDwcH3wwQfav3+/Jk+erICAgDK1jwCqePzAY0/UxZ6oiz1RF3vyVl2qeiDkbXxe7Im6VK78QYyfn5/atWunnJwcNW3aVK1atVL79u0lyaNXc/7we/To0ebTJPOHq/mfKun+hTd/sJE/vHAfv2BYlT8Iu+iii9S2bVu1bdvWY5vzDT+KCvHdwdq5gq3KULC9o0ePLhRO539ybseOHc17XnCfX3/9tdhrLSqQLHivC75n7HavKgPfY5XDKwGUW0ZGhpKTk7V27Vrt2rVLLpdLHTp00DXXXKMrrrjCfOygN3z55Zf6/PPPlZaWZj6pzj1McNy4capfv75GjRplbv/tt9+aw6IaNmyou+++W506dTLXG4ah+fPn6+uvv9apU6fUtm1b3X///WZ32rIggCoeXxT2RF3sibrYE3WxJ+piT9TFnqhL5SoYbEj/Cxw+++wzde7cuVBd8vfSLBgGSSr0NMvY2FgNGTJEX331lXmMyMhIjRs3ziM8yh9sFBwqNHr0aLN3SP7zFwy/irvG/IFYwesobbBWmQqGPvfff7/Gjh17zv2K631ZVI0K7lNcUHWu/asjO36PFfW+dy8LDg621fv7fHk1gMovJSVFa9eu1dq1a3X48GEFBwfryiuvVPfu3dW2bduKPFWVQwBVPDt+UYC62BV1sSfqYk/UxZ6oiz1Rl8pXXOAwevRoPfnkk8XWpaieMO4hXQVDi4JDu9xztRVsR/5gwx1COZ1O3X///R69bEobgpQlLCkpWKvsX9IrOvQpTQ/aks5JD1xPdvseK6p2kjx6t/nCEMrSBlAV3jUpICBANWrUMCf1czgcWrdunVasWKHmzZtr1KhRaty4cUWfFgAAAACqtNjYWHOoXP4hWz169Chxv5iYGM2YMcPc3t2TqKhld911lxITE81QyT23UsF2uB9EUDAEch/HLSkpyVzn5+en5OTkIn+JLu12+e/D2LFjS71PRSmul1b+tiUkJOjbb7/VTTfdVGTPtLJwX+u5tin4YIiy7I/KU9T7Pv/TmyWZc4J54/1d2SokgDp9+rS+++47rV27Vtu3b5fD4VBUVJTuuOMOXX755XI6nfrhhx80Z84cvfnmm5o0aVJFnBYAAAAAfE7BwOGWW27R4cOHS729+5fYopaVFGYUPKZ7XcGn7eZXXPhVUGm3K+8+5ZG/t8qMGTOK7ZESGxurPn36mD1tvIGgqWoqKRzO3wPKG+9vOyjXELwff/xRa9as0YYNG5Sdna0WLVrommuuUUxMjGrXrl1o+6+//lozZ840Z3qvbhiCVzy7dZXEn6iLPVEXe6Iu9kRd7Im62BN1saeqUJfSDgOrqCdXW6Usk3pXxFNWS+pphfNjx89LSU9frQpPWC0Nr8wBdeedd+qCCy7Q1Vdfre7du59zYu7du3crMTFRI0eOPN9TVmkEUMWz4xcFqItdURd7oi72RF3sibrYE3Wxp/Opi5Xhhi8HJ2WZ36k8nxcmD7cO32OVwytzQP3973/XpZdeWurtW7ZsqZYtW5bnlAAAAACAYpR2GJndjm0HpR2eWF5lmQ8L8CXO8uxclvAJAAAAAGCtosKNijJv3jw5HA5Ljm0XsbGxGjdunKWBUExMjHkPq8vcP4BUQZOQ79+/Xz/99JNSU1MlSfXr11fHjh3VpEmTijg8AAAAAKAUrJq42/1kPjergxNfHurnrZ5WgN2UK4DKzs7W22+/rdWrV0v6c7ylJBmGoffff19XX321RowYIZerQnIuAAAAAEAJrAo38veskmRpZwNfH+on8VQ7VE/lSobmzp2r1atXKzY2VjfccIMaNGggh8OhlJQULVmyRF999ZVq1aqlIUOGVFBzAQAAAAAlqchww90TKTg4WLm5ueaj4w8ePKi4uDhLwiHmSAJ8U7nmgFqzZo2uvvpq3X///WrUqJH8/PzkdDrVqFEjDRs2TN26ddOaNWsqqq0AAAAAAC9x90RKSEjQlClTNHr0aF1yySVmCGXVPFDMkQT4pnIFUDk5OWrdunWx69u0aWN20QQAAAAAVB0FeyKdPn1ajz/+uBk+WRUOuYcRDh061CeH3wHVVbmG4HXo0EEbN24s9gth48aNat++fXlOAQAAAADwooLD7vKHTd6aQJs5kgDfU64AatCgQXr99df16quvqk+fPoqIiJAkHT58WMuWLVNqaqoeffRRZWZmeuxXq1at8pwWAAAAAGCB/BOA5+bmavTo0Tp9+rRH2EQ4BOB8lCuAevTRRyVJ+/fv148//ljiNvl9+OGH5TktAAAAAMACRQ27GzduXGU3C4APKFcA1b9/fzkcjopqCwAAAACgEsXExGjGjBlMAA6gwpUrgBo4cGB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",
       "text/plain": [
        "<Figure size 1400x700 with 1 Axes>"
       ]
@@ -539,10 +539,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:11.061801Z",
-     "iopub.status.busy": "2024-06-05T05:08:11.061333Z",
-     "iopub.status.idle": "2024-06-05T05:08:11.068215Z",
-     "shell.execute_reply": "2024-06-05T05:08:11.067569Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.503010Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.502800Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.509929Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.509397Z"
     }
    },
    "outputs": [
@@ -550,7 +550,7 @@
      "data": {
       "text/plain": [
        "hits\n",
-       "False    3433\n",
+       "False    3434\n",
        "True       97\n",
        "Name: count, dtype: int64"
       ]
@@ -571,10 +571,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:11.070703Z",
-     "iopub.status.busy": "2024-06-05T05:08:11.070326Z",
-     "iopub.status.idle": "2024-06-05T05:08:11.074033Z",
-     "shell.execute_reply": "2024-06-05T05:08:11.073466Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.512011Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.511816Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.515767Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.515219Z"
     }
    },
    "outputs": [],
@@ -589,10 +589,10 @@
    "execution_count": 17,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-05T05:08:11.076423Z",
-     "iopub.status.busy": "2024-06-05T05:08:11.076055Z",
-     "iopub.status.idle": "2024-06-05T05:08:11.266088Z",
-     "shell.execute_reply": "2024-06-05T05:08:11.265415Z"
+     "iopub.execute_input": "2024-06-06T05:08:29.518036Z",
+     "iopub.status.busy": "2024-06-06T05:08:29.517653Z",
+     "iopub.status.idle": "2024-06-06T05:08:29.739758Z",
+     "shell.execute_reply": "2024-06-06T05:08:29.739044Z"
     }
    },
    "outputs": [
diff --git a/ipynb_counts.csv b/ipynb_counts.csv
index 7391fcf..4dde5da 100644
--- a/ipynb_counts.csv
+++ b/ipynb_counts.csv
@@ -2284,3 +2284,4 @@ date,hits
 2024-06-03,243056
 2024-06-04,920
 2024-06-05,266352
+2024-06-06,238448