Add filter sample to dataframe notebook

nicholasmerci · Jan 18, 2020 · 9dc4f9a · 9dc4f9a
1 parent bd4812f
commit 9dc4f9a
Showing 1 changed file with 21 additions and 0 deletions.
diff --git a/MLNetExamples/Notebooks/Intro to DataFrame.ipynb b/MLNetExamples/Notebooks/Intro to DataFrame.ipynb
@@ -397,6 +397,27 @@
    "source": [
     "data.GroupBy(\"ocean_proximity\").Count()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 121,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<table><thead><th><i>index</i></th><th>longitude</th><th>latitude</th><th>housing_median_age</th><th>total_rooms</th><th>total_bedrooms</th><th>population</th><th>households</th><th>median_income</th><th>median_house_value</th><th>ocean_proximity</th></thead><tbody><tr><td>0</td><td>-122.27</td><td>37.8</td><td>52</td><td>249</td><td>78</td><td>396</td><td>85</td><td>1.2434</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>1</td><td>-122.25</td><td>37.87</td><td>52</td><td>609</td><td>236</td><td>1349</td><td>250</td><td>1.1696</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>2</td><td>-122.24</td><td>37.86</td><td>52</td><td>1668</td><td>225</td><td>517</td><td>214</td><td>7.8521</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>3</td><td>-122.24</td><td>37.85</td><td>52</td><td>3726</td><td>474</td><td>1366</td><td>496</td><td>9.3959</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>4</td><td>-122.23</td><td>37.83</td><td>52</td><td>2990</td><td>379</td><td>947</td><td>361</td><td>7.8772</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>5</td><td>-122.22</td><td>37.82</td><td>39</td><td>2492</td><td>310</td><td>808</td><td>315</td><td>11.8603</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>6</td><td>-122.22</td><td>37.82</td><td>42</td><td>2991</td><td>335</td><td>1018</td><td>335</td><td>13.499</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>7</td><td>-122.23</td><td>37.82</td><td>52</td><td>3242</td><td>366</td><td>1001</td><td>352</td><td>12.2138</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>8</td><td>-122.23</td><td>37.82</td><td>52</td><td>3494</td><td>396</td><td>1192</td><td>383</td><td>12.3804</td><td>500001</td><td>NEAR BAY</td></tr><tr><td>9</td><td>-122.23</td><td>37.82</td><td>52</td><td>1611</td><td>203</td><td>556</td><td>179</td><td>8.7477</td><td>500001</td><td>NEAR BAY</td></tr></tbody></table>"
+      ]
+     },
+     "execution_count": 121,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "var filtered = data[data[\"median_house_value\"].ElementwiseGreaterThan(500000)];\n",
+    "filtered"
+   ]
   }
  ],
  "metadata": {