Merge branch 'master' of github.com:rekhaamer/DataViz-Project-1

config1.py

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+key='f82cbd3246ce4e0cbea21492a3d25188'

gmaps.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import gmaps\n",
+    "import pandas as pd\n",
+    "\n",
+    "gkey=\"Googlemapskey\"\n",
+    "gmaps.configure(api_key=gkey)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "City     object\n",
+       "Lat      object\n",
+       "Lng      object\n",
+       "Vader    object\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 90,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.DataFrame({\n",
+    "    'City': ['Guttenberg ', 'Union City','New York City','San Jose','Los Angeles','Chicago','Houston',\n",
+    "                            'Philadelphia','Phoenix','San Antonio','San Diego','Dallas','Jacksonville','San Francisco'],\n",
+    "     'Lat': ['40.7920454', '40.7795455','40.712775','37.338208','34.0522342','41.8781136','29.7604267','39.9525839',\n",
+    "             '33.4483771','29.4241219','32.715738','32.7766642','30.3321838','37.7749295'],\n",
+    "     'Lng':['-74.0037505','-74.02375119999999','-74.005973','-121.886329','-118.2436849','-87.6297982','-95.3698028',\n",
+    "            '-75.1652215','-112.0740373','-98.4936282','-117.1610838','-96.7969879','-81.655651','-122.4194155'],\n",
+    "     'Vader':['.915','.155','.15','.8','.95','.545','.545','.857','.789','.645','.65','.897','.10','.99']})\n",
+    "df.dtypes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Lat</th>\n",
+       "      <th>Lng</th>\n",
+       "      <th>Vader</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>40.792045</td>\n",
+       "      <td>-74.003750</td>\n",
+       "      <td>0.915</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>40.779545</td>\n",
+       "      <td>-74.023751</td>\n",
+       "      <td>0.155</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>40.712775</td>\n",
+       "      <td>-74.005973</td>\n",
+       "      <td>0.150</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>37.338208</td>\n",
+       "      <td>-121.886329</td>\n",
+       "      <td>0.800</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>34.052234</td>\n",
+       "      <td>-118.243685</td>\n",
+       "      <td>0.950</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Lat         Lng  Vader\n",
+       "0  40.792045  -74.003750  0.915\n",
+       "1  40.779545  -74.023751  0.155\n",
+       "2  40.712775  -74.005973  0.150\n",
+       "3  37.338208 -121.886329  0.800\n",
+       "4  34.052234 -118.243685  0.950"
+      ]
+     },
+     "execution_count": 91,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cleandf=pd.DataFrame({'Lat':df['Lat'].astype('float64'),'Lng':df['Lng'].astype('float64'),'Vader':df['Vader'].astype('float64')})\n",
+    "cleandf.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "locations = cleandf[[\"Lat\", \"Lng\"]]\n",
+    "ratings = cleandf[\"Vader\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6b8f1a8f551e4cae96532529c087ba08",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/html": [
+       "<p>Failed to display Jupyter Widget of type <code>Figure</code>.</p>\n",
+       "<p>\n",
+       "  If you're reading this message in the Jupyter Notebook or JupyterLab Notebook, it may mean\n",
+       "  that the widgets JavaScript is still loading. If this message persists, it\n",
+       "  likely means that the widgets JavaScript library is either not installed or\n",
+       "  not enabled. See the <a href=\"https://ipywidgets.readthedocs.io/en/stable/user_install.html\">Jupyter\n",
+       "  Widgets Documentation</a> for setup instructions.\n",
+       "</p>\n",
+       "<p>\n",
+       "  If you're reading this message in another frontend (for example, a static\n",
+       "  rendering on GitHub or <a href=\"https://nbviewer.jupyter.org/\">NBViewer</a>),\n",
+       "  it may mean that your frontend doesn't currently support widgets.\n",
+       "</p>\n"
+      ],
+      "text/plain": [
+       "Figure(layout=FigureLayout(height='420px'))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Plot Heatmap\n",
+    "fig = gmaps.figure()\n",
+    "\n",
+    "# Create heat layer\n",
+    "heat_layer = gmaps.heatmap_layer(locations,weights=ratings)\n",
+    "\n",
+    "\n",
+    "# Add layer\n",
+    "fig.add_layer(heat_layer)\n",
+    "\n",
+    "# Display figure\n",
+    "fig"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}