01_DDL_2022_Pandas_Jupyter.ipynb

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    "# RSA DDL 2022:  Using Jupyter Notebooks and Pandas to Work with Data\n",
    "\n",
    "Richard Freedman (Haverford College)<br>\n",
    "rfreedma@haverford.edu  <br>\n",
    "https://orcid.org/0000-0001-5550-3674 <br>\n",
    "\n",
    "Daniel Russo-Batterham (The University of Melbourne) <br>\n",
    "daniel.russo@unimelb.edu.au <br>\n",
    "https://orcid.org/0000-0001-7550-528X <br>\n"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "## A. Introduction\n",
    "\n",
    "\n",
    "* **Jupyter Notebooks** allow anyone to run **Python** code in any browser, without the need to use the terminal or command line\n",
    "\n",
    "* **Jupyter Notebooks** are organized as 'cells', which can be **commentary** (like this one, which is static), or **code** (those below, which produce dyanmic output in the form of charts or tabular data frames.  \n",
    "\n",
    "* To run an individual cell, use the **`arrow/run`** command at the top of the Notebook, or just press **`Shift + Enter`** on your keyboard.\n"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "### A.1 Import Libraries\n",
    "\n",
    "Before we can do anything we need to import the python tools we need:\n",
    "\n",
    "* **pandas** is the main library\n",
    "* **matplot** will help us render graphs and charts\n",
    "* **folium** will help us with GIS and maps\n",
    "* there are dozens of other standard libraries; if they work with Python, they will work with Jupyter and Pandas"
   ]
  },
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   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "# import networkx as nx\n",
    "import folium\n",
    "import numpy as np\n",
    "# from datetime import datetime"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-b7jBmh9RMPG"
   },
   "source": [
    "### A.2  URLs of our Data Sets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "id": "tIVBIYR-QQTr"
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   "source": [
    "beatles = 'data_files/TheBeatlesCleaned.csv'\n",
    "emblematica_books = \"data_files/bookObjects.csv\"\n",
    "emblematica_emblems = \"data_files/emblemObjects.csv\"\n",
    "decima_data = \"data_files/Decima_data.csv\"\n",
    "bartoli_letters = 'https://docs.google.com/spreadsheets/d/e/2PACX-1vRhB4rw1W7DMgO8EEn8jhvRVuIGe-NvcTVMSwCXKxZQ3_B8LUB8OmLhMKAbFap8K3VqcfEQxG8ZKYvq/pub?output=csv'\n",
    "\n",
    "du_chemin_poems = 'https://docs.google.com/spreadsheets/d/e/2PACX-1vRrNA-LgA5pyIIB-FPDuIBU5eZy6dnL5WHHIkRDJIhi-G9fZPemaa6s8h_bNKg5mSx6yi7gFYdIk64w/pub?output=csv'\n",
    "\n",
    "compagnie_data = 'https://docs.google.com/spreadsheets/d/e/2PACX-1vRSKiDNpqPfMPLcLz-W6amuDsVZabZuFWqcrpiXNVsZecxRKlFCkoFlCGYkm5YVJaKllH9HWV3FvO-V/pub?output=csv'"
   ]
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   "source": [
    "### A.3  Make a DataFrame\n",
    "\n",
    "* The basic unit of work in Pandas is the DataFrame (a table representing the data as columns (with the headings from our CSV files) and rows.\n",
    "* The left-hand column is called the `index`.  Here it's simply a number, but we can change that.  **NB**:  index starts at \"0\"!\n",
    "\n",
    "**Create a DataFrame** by importing one of the CSV files.  We'll also give the frame a name (`books`):"
   ]
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>year</th>\n",
       "      <th>album</th>\n",
       "      <th>song</th>\n",
       "      <th>danceability</th>\n",
       "      <th>energy</th>\n",
       "      <th>speechiness</th>\n",
       "      <th>acousticness</th>\n",
       "      <th>liveness</th>\n",
       "      <th>valence</th>\n",
       "      <th>duration_ms</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1963</td>\n",
       "      <td>Please Please Me</td>\n",
       "      <td>I Saw Her Standing There</td>\n",
       "      <td>0.491</td>\n",
       "      <td>0.801</td>\n",
       "      <td>0.0361</td>\n",
       "      <td>0.2700</td>\n",
       "      <td>0.0665</td>\n",
       "      <td>0.971</td>\n",
       "      <td>173947</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1963</td>\n",
       "      <td>Please Please Me</td>\n",
       "      <td>Misery</td>\n",
       "      <td>0.591</td>\n",
       "      <td>0.605</td>\n",
       "      <td>0.0413</td>\n",
       "      <td>0.7070</td>\n",
       "      <td>0.3090</td>\n",
       "      <td>0.882</td>\n",
       "      <td>108547</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>1963</td>\n",
       "      <td>Please Please Me</td>\n",
       "      <td>Anna</td>\n",
       "      <td>0.608</td>\n",
       "      <td>0.565</td>\n",
       "      <td>0.0336</td>\n",
       "      <td>0.6350</td>\n",
       "      <td>0.0601</td>\n",
       "      <td>0.835</td>\n",
       "      <td>177133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1963</td>\n",
       "      <td>Please Please Me</td>\n",
       "      <td>Chains</td>\n",
       "      <td>0.654</td>\n",
       "      <td>0.561</td>\n",
       "      <td>0.0304</td>\n",
       "      <td>0.6080</td>\n",
       "      <td>0.1290</td>\n",
       "      <td>0.929</td>\n",
       "      <td>145080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>1963</td>\n",
       "      <td>Please Please Me</td>\n",
       "      <td>Boys</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.86</td>\n",
       "      <td>0.0504</td>\n",
       "      <td>0.6070</td>\n",
       "      <td>0.7360</td>\n",
       "      <td>0.822</td>\n",
       "      <td>146440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>189</td>\n",
       "      <td>1970</td>\n",
       "      <td>Let It Be</td>\n",
       "      <td>ive got a feeling</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.609</td>\n",
       "      <td>0.0358</td>\n",
       "      <td>0.0715</td>\n",
       "      <td>0.5820</td>\n",
       "      <td>0.364</td>\n",
       "      <td>217560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>190</td>\n",
       "      <td>1970</td>\n",
       "      <td>Let It Be</td>\n",
       "      <td>one after 909</td>\n",
       "      <td>0.554</td>\n",
       "      <td>0.828</td>\n",
       "      <td>0.0739</td>\n",
       "      <td>0.0307</td>\n",
       "      <td>0.9070</td>\n",
       "      <td>0.888</td>\n",
       "      <td>173960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>191</td>\n",
       "      <td>1970</td>\n",
       "      <td>Let It Be</td>\n",
       "      <td>the long and winding road</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.329</td>\n",
       "      <td>0.0279</td>\n",
       "      <td>0.7560</td>\n",
       "      <td>0.0559</td>\n",
       "      <td>0.392</td>\n",
       "      <td>218187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>192</td>\n",
       "      <td>1970</td>\n",
       "      <td>Let It Be</td>\n",
       "      <td>for you blue</td>\n",
       "      <td>0.880</td>\n",
       "      <td>0.556</td>\n",
       "      <td>0.0855</td>\n",
       "      <td>0.2400</td>\n",
       "      <td>0.2400</td>\n",
       "      <td>0.955</td>\n",
       "      <td>152213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>193</td>\n",
       "      <td>1970</td>\n",
       "      <td>Let It Be</td>\n",
       "      <td>get back</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.592</td>\n",
       "      <td>0.0586</td>\n",
       "      <td>0.4920</td>\n",
       "      <td>0.6100</td>\n",
       "      <td>0.332</td>\n",
       "      <td>189387</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>193 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      id  year             album                       song  danceability  \\\n",
       "0      1  1963  Please Please Me   I Saw Her Standing There         0.491   \n",
       "1      2  1963  Please Please Me                     Misery         0.591   \n",
       "2      3  1963  Please Please Me                       Anna         0.608   \n",
       "3      4  1963  Please Please Me                     Chains         0.654   \n",
       "4      5  1963  Please Please Me                       Boys         0.402   \n",
       "..   ...   ...               ...                        ...           ...   \n",
       "188  189  1970         Let It Be          ive got a feeling         0.440   \n",
       "189  190  1970         Let It Be              one after 909         0.554   \n",
       "190  191  1970         Let It Be  the long and winding road         0.299   \n",
       "191  192  1970         Let It Be               for you blue         0.880   \n",
       "192  193  1970         Let It Be                   get back         0.761   \n",
       "\n",
       "    energy  speechiness  acousticness  liveness  valence  duration_ms  \n",
       "0    0.801       0.0361        0.2700    0.0665    0.971       173947  \n",
       "1    0.605       0.0413        0.7070    0.3090    0.882       108547  \n",
       "2    0.565       0.0336        0.6350    0.0601    0.835       177133  \n",
       "3    0.561       0.0304        0.6080    0.1290    0.929       145080  \n",
       "4     0.86       0.0504        0.6070    0.7360    0.822       146440  \n",
       "..     ...          ...           ...       ...      ...          ...  \n",
       "188  0.609       0.0358        0.0715    0.5820    0.364       217560  \n",
       "189  0.828       0.0739        0.0307    0.9070    0.888       173960  \n",
       "190  0.329       0.0279        0.7560    0.0559    0.392       218187  \n",
       "191  0.556       0.0855        0.2400    0.2400    0.955       152213  \n",
       "192  0.592       0.0586        0.4920    0.6100    0.332       189387  \n",
       "\n",
       "[193 rows x 11 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "books = pd.read_csv(beatles)\n",
    "books.dropna()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "yIAtzsXQIImO"
   },
   "source": [
    "### A.4 Inspect the DataFrame\n",
    "\n",
    "Now we can look at the data in various ways to see what's here:\n",
    "\n",
    "* `books.head()` shows us just the first five entries (for brevity).  \n",
    "* We could also see `books.tail()`, or `books.sample(5)` to see a random sample of five.\n",
    "* `books.shape` will tell us the size of our frame:  how many rows and columns\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
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   "outputs": [],
   "source": [
    "books.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "OxezLWpBIImP"
   },
   "source": [
    "Overall size of our dataframe:"
   ]
  },
  {
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   "outputs": [],
   "source": [
    "books.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Z0a9PulFY-W-"
   },
   "source": [
    "#### We found some duplicate books, so let's drop one of those"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "wY-nDPQfYBzq"
   },
   "outputs": [],
   "source": [
    "books = books.drop_duplicates()\n",
    "books.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "M0GBzE-1IImQ"
   },
   "source": [
    "## B. Working with Column Data\n",
    "\n",
    "### B.1 Get Columns and Values\n",
    "\n",
    "* We now start to look more closely the columns\n",
    "* `books.columns` will give us a list of the column names\n",
    "* `books.columns.sort_values()`\n",
    "* Select one:  `books[\"Place_of_Publication\"]`\n",
    "* Count the number of unique values: `books[\"Place_of_Publication\"].nunique()`\n",
    "* Count the number of entries for each value:  `books[\"Place_of_Publication\"].value_counts()`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "qTNTWICgIImR"
   },
   "source": [
    "#### We can list out the columns like this:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
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     "end_time": "2022-02-10T23:28:16.182453Z",
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   "outputs": [],
   "source": [
    "books.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "-eLbZbYnIImR"
   },
   "source": [
    "#### And put them in alphabetical order"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
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     "end_time": "2022-02-10T23:28:16.188822Z",
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   "outputs": [],
   "source": [
    "books.columns.sort_values()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ocLkZ8C3R6Rr"
   },
   "source": [
    "#### An individual column is represented as a \"Series\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
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     "end_time": "2022-02-10T23:28:16.197447Z",
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    "outputId": "d7f7aed6-de6b-491d-fd3f-84f6e5bb9158"
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   "outputs": [],
   "source": [
    "books[\"Place_of_Publication\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.204254Z",
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   "outputs": [],
   "source": [
    "books[\"Place_of_Publication\"].nunique()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "nqQC5VdVIImT"
   },
   "source": [
    "#### We get a count of the places of publication as follows. Note, however, the subtle orthographical differences:"
   ]
  },
  {
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   "outputs": [],
   "source": [
    "books[\"Place_of_Publication\"].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
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    "id": "Hph_ttUMIImU"
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   "source": [
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Ov3ayayPIImV"
   },
   "source": [
    "### B.2  What about all those Author columns?\n",
    "\n",
    "* Notice that in the *Emblematica* data that an individual book can have more than one author.  Each is in a different column\n"
   ]
  },
  {
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     "height": 583
    },
    "id": "qnwd4ceEIImU",
    "outputId": "61e3108f-4b82-45f2-a2b9-641ff60622de"
   },
   "outputs": [],
   "source": [
    "books.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "keaAkM15SY94"
   },
   "source": [
    "#### Using Python's capacity to understand `lists`, we can find just these columns:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.233702Z",
     "start_time": "2022-02-10T23:28:16.229311Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "U_EMaQW3IImV",
    "outputId": "807db769-1d6c-4cec-a661-ed5dc981762c"
   },
   "outputs": [],
   "source": [
    "author_columns = [c for c in books.columns if c.startswith(\"Author\")]\n",
    "author_columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.245900Z",
     "start_time": "2022-02-10T23:28:16.235968Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 206
    },
    "id": "7LvZ1sIZIImV",
    "outputId": "fe88c593-8883-4324-a01c-6ca96a630ba7"
   },
   "outputs": [],
   "source": [
    "books[author_columns].head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gKtBnMMLIImW"
   },
   "source": [
    "#### And now 'stack' the values for all these columns into one **Series**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.256792Z",
     "start_time": "2022-02-10T23:28:16.247868Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "4i2Zk5EEIImW",
    "outputId": "39f11bf5-90dd-4ae5-e54f-b5be99f20482"
   },
   "outputs": [],
   "source": [
    "books[author_columns].stack()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "WcWerle5IImW"
   },
   "source": [
    "#### And count the items in the stacked set"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.269512Z",
     "start_time": "2022-02-10T23:28:16.260215Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "FY48JaxUIImW",
    "outputId": "118054d6-b163-4827-924c-00e0f843f2b0"
   },
   "outputs": [],
   "source": [
    "books[author_columns].stack().value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "HGm993AmIImX"
   },
   "source": [
    "#### All the authors, sorted alphbetically as a list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.290960Z",
     "start_time": "2022-02-10T23:28:16.282477Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "IlLoXMUzIImX",
    "outputId": "9e33cb4b-41b8-4c4e-f3bf-15893c020c33"
   },
   "outputs": [],
   "source": [
    "sorted(books[author_columns].stack().unique())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "2OwHfmDjIImX"
   },
   "source": [
    "### B.3 See if you can get a list of contributors \n",
    "\n",
    "It is very similar to the process above:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "4tfk2TGJIImX",
    "outputId": "ff97f13d-7b48-47e9-8e74-cfa87c07c6ca"
   },
   "outputs": [],
   "source": [
    "books.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "Q3_vpYT7IImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "mV8ynkIXIImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "-ag_HE0OIImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "D1nt5HLoIImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "U-ucZZfmIImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "hcpBiQ-_IImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "7ZKkqYIZIImY"
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "RurS4zK-IImY"
   },
   "source": [
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "PQ4tq0nXIImZ"
   },
   "source": [
    "## C.  Charts and Graphs\n",
    "\n",
    "* Through libraries like **matplot**, Pandas can quickly produce histograms, charts, and graphs of various kinds (these can even be saved as PNG files for publications)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:16.299958Z",
     "start_time": "2022-02-10T23:28:16.293185Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "z05f1NXJIImZ",
    "outputId": "16b00f51-3381-4c46-88d2-4549d2257ff6"
   },
   "outputs": [],
   "source": [
    "books[\"Publication_Date\"].sort_values()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "vxiNUCtJIImZ"
   },
   "source": [
    "#### Here can create histograms of the distribution of the years of publication, and sort them into however many 'bins' we like"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.018496Z",
     "start_time": "2022-02-10T23:28:16.303719Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 334
    },
    "id": "QJ4rWHsEIImZ",
    "outputId": "a2a797bf-62fd-498a-e45b-c2e785521453"
   },
   "outputs": [],
   "source": [
    "books[\"Publication_Date\"].hist(figsize=(20, 10), bins=40)\n",
    "plt.xlabel(\"Year\")\n",
    "plt.ylabel(\"Book count\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "oVgYF0U3IIma"
   },
   "source": [
    "#### Various built-in math functions allow us to run basic statistics.  Libraries like `numpy` permit many more!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.024471Z",
     "start_time": "2022-02-10T23:28:17.020505Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "WSqz7U-ZIIma",
    "outputId": "2fc909d5-7588-4e29-98b9-c5030833a0c6"
   },
   "outputs": [],
   "source": [
    "books.Publication_Date.mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "tKciC8SYIIma"
   },
   "source": [
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "MUwzomIdIImb"
   },
   "source": [
    "## D.  More Work with Columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "eOXY8CEHIImb"
   },
   "source": [
    "### D.1 Load the Emblem CSV"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.050277Z",
     "start_time": "2022-02-10T23:28:17.041655Z"
    },
    "id": "Lozl63rSIImb"
   },
   "outputs": [],
   "source": [
    "emblems = pd.read_csv(emblematica_emblems)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.076630Z",
     "start_time": "2022-02-10T23:28:17.057297Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 461
    },
    "id": "0vd73R5dIImb",
    "outputId": "1d7363d7-34bd-4897-a019-28b2d0fa8b4c"
   },
   "outputs": [],
   "source": [
    "emblems.sample(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ZP7blPB6IImb"
   },
   "source": [
    "### D.2  Dropping Columns\n",
    "\n",
    "* The *From Collection* column is completely empty (see the `NaN` values), so how about we drop it from our DataFrame. \n",
    "* We will also drop the **URL** columns to reduce the size of the DataFrame.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 444
    },
    "id": "B4dx0CLwIImc",
    "outputId": "7c5fd07d-aeb5-4cfa-f724-d3bb9772f330"
   },
   "outputs": [],
   "source": [
    "emblems = emblems.drop(columns=[\"From Collection\", \"URL_for_Emblem_Details\", \"URL_for_Emblem_Thumbnail\", \"URL_for_Pictura\"])\n",
    "emblems.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "nLZEAtleYZpB"
   },
   "source": [
    "#### We found a duplicate book entry (1695) so let's drop it here"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "87zjy87hIImc"
   },
   "source": [
    "### D.3 Exploring the IconClass Data:  Combining the Tags\n",
    "\n",
    "* Emblematica Online uses the Iconclass vocabularies to classify the images.\n",
    "* Each emblem can have more than one classification number, and these are stored in separate columns\n",
    "* Let's: \n",
    " - **find those Iconclass columns** and then \n",
    " - **remove the NaN values** in any cells and then\n",
    " - put all the values for each icon in a single cell **'iconclasses'**\n",
    "\n",
    " #### More about [Iconclass](http://www.iconclass.org/help/outline)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.087498Z",
     "start_time": "2022-02-10T23:28:17.085128Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "DaSI-u60IImc",
    "outputId": "999367a6-81a2-4009-ec18-0e657d1e8ed6"
   },
   "outputs": [],
   "source": [
    "icon_columns = [c for c in emblems.columns if c.startswith(\"Iconclass\")]\n",
    "icon_columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.095751Z",
     "start_time": "2022-02-10T23:28:17.089592Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "jjTEsQ4HIImc",
    "outputId": "8cdfac9c-18dc-44dd-80b5-02f4dcbcaa64"
   },
   "outputs": [],
   "source": [
    "emblems[\"iconclasses\"] = (\n",
    "    emblems[icon_columns]\n",
    "        .fillna(\"\")\n",
    "        .apply(lambda x: [el for el in x if el], axis=\"columns\")\n",
    ")\n",
    "emblems[\"iconclasses\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.113510Z",
     "start_time": "2022-02-10T23:28:17.097799Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 600
    },
    "id": "eA9ZXCKYIImf",
    "outputId": "dab101cd-7cea-4d7f-9411-460cb93f6d9a"
   },
   "outputs": [],
   "source": [
    "emblems.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "LwAYSh5nIImg"
   },
   "source": [
    "#### The `iloc` method lets us see a particular location, in this case the **combined cell of the first row** `[0]`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.120319Z",
     "start_time": "2022-02-10T23:28:17.115506Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "xhaU7iC2IImg",
    "outputId": "bbe5a20d-79cf-4e38-a88e-73dffdb96f10"
   },
   "outputs": [],
   "source": [
    "emblems.iconclasses.iloc[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "J6XWi4prIImg"
   },
   "source": [
    "### D.3 Exploring the IconClass Data:  Searching within Tag Data\n",
    "\n",
    "* Iconclass data (http://www.iconclass.org/help/outline) are organized hierarchically.  The first digit represents a broad category (\"2\" = nature), and subsequent characters and letter represent sub-types.  \"24\" is the heavens; \"25\" is the earth.  \n",
    "* \"25F\" is the category 'animal'.  So we can make a new **Boolean column** (which will be either True or False) for any row in which that tag string appears. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.127063Z",
     "start_time": "2022-02-10T23:28:17.122335Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "PuAglbEMIImg",
    "outputId": "96d1b7a2-d066-4b01-ca62-f3888c170af3"
   },
   "outputs": [],
   "source": [
    "emblems[\"is_animal\"] = emblems.iconclasses.apply(lambda tag_list: any([tag.startswith(\"25F\") for tag in tag_list]))\n",
    "emblems[\"is_animal\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "8RSBv2oQIImh"
   },
   "source": [
    "#### The dataframe can now be 'filtered' to show only those rows where \"is_animal\" is True (or False!)\n",
    "\n",
    "* Scroll to the far right in the following dataframe to see the Boolean column"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.154254Z",
     "start_time": "2022-02-10T23:28:17.129750Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "RaQYQHx3IImh",
    "outputId": "4e611697-6933-4a53-9d2c-f763468e4bcc"
   },
   "outputs": [],
   "source": [
    "results = emblems[emblems.is_animal]\n",
    "results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "results.to_csv(\"my_animals.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "_6LVfgjvIImh"
   },
   "source": [
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "nCMWrCJqIImi"
   },
   "source": [
    "## E.  Combining, Joining, and Merging DataFrames\n",
    "\n",
    "### E.1 We can merge the emblem and book dataframes on the basis of some shared data\n",
    "\n",
    "* In this case the **Published_In** column in the emblems list corresponds to the **Book_Id**\n",
    "* In Pandas, the two frames to be joined are called \"left\" and \"right\"\n",
    "* The \"suffixes\" argument tells Pandas how to handle fields are otherwise named identically in the source files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.168374Z",
     "start_time": "2022-02-10T23:28:17.160461Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 565
    },
    "id": "zyZ8DaF6IImi",
    "outputId": "32c5da50-9529-475e-d2e4-4353902ac201"
   },
   "outputs": [],
   "source": [
    "emblems_combined = pd.merge(left=emblems, \n",
    "         right=books, \n",
    "         left_on=\"Published_In\", \n",
    "         right_on=\"Book_ID\", \n",
    "         how=\"left\", \n",
    "         suffixes=[\"_emblem\", \"_book\"])\n",
    "\n",
    "emblems_combined.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "aEUD1afQVaAL",
    "outputId": "171c169c-d075-47e1-db75-9e0a40caff58"
   },
   "outputs": [],
   "source": [
    "emblems_combined.columns\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "eABiVgo5Vgp4",
    "outputId": "d0bddd74-c22f-4b35-bc12-6da47948495f"
   },
   "outputs": [],
   "source": [
    "emblems_combined.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.198385Z",
     "start_time": "2022-02-10T23:28:17.189548Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "dNqOC9gNIImj",
    "outputId": "0c3eeb30-d131-4ef9-d5a2-79b3fa0f9423"
   },
   "outputs": [],
   "source": [
    "emblems_combined.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "jbO4ZZ3xIImh"
   },
   "source": [
    "#### Let's see where emblems with animals were published:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.208778Z",
     "start_time": "2022-02-10T23:28:17.200786Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "c9CmFG-bIImh",
    "outputId": "bce4c4bb-e410-4efe-c7d0-de7f5c1961aa"
   },
   "outputs": [],
   "source": [
    "emblems_combined[emblems_combined.is_animal][\"Place_of_Publication\"].sort_values().unique()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "li7cXHOWIImj"
   },
   "source": [
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "KlsgqLZCIImj"
   },
   "source": [
    "## F.  Decima Data\n",
    "\n",
    "* Let's load the Decima data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.220681Z",
     "start_time": "2022-02-10T23:28:17.212468Z"
    },
    "id": "Su8S40fpIImj"
   },
   "outputs": [],
   "source": [
    "decima = pd.read_csv(decima_data)\n",
    "decima1 = decima"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "rCdPtBqcIImj"
   },
   "source": [
    "#### Should we add something about renaming columns?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.246010Z",
     "start_time": "2022-02-10T23:28:17.222500Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 652
    },
    "id": "hS7SFkI4IImk",
    "outputId": "8967c1c2-0543-4d33-b50c-7ed4d5a737ca"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/_s/4t2p1z2x0yxcv068dtqj31tw0000gq/T/ipykernel_25836/1326774768.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  decima1.loc[0]['OBJECTID'] = 'https://docs.google.com/document/d/1alBeVyXkABBwWlTiCMGBLB3hoO5f4sMm4wMnTVzDM4Y/edit#'\n"
     ]
    }
   ],
   "source": [
    "decima1.loc[0]['OBJECTID'] = 'https://docs.google.com/document/d/1alBeVyXkABBwWlTiCMGBLB3hoO5f4sMm4wMnTVzDM4Y/edit#'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "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>OBJECTID</th>\n",
       "      <th>Y</th>\n",
       "      <th>X</th>\n",
       "      <th>Folio</th>\n",
       "      <th>Entry Number</th>\n",
       "      <th>Entry Number.1</th>\n",
       "      <th>Owner in Source</th>\n",
       "      <th>Standardized Alternative</th>\n",
       "      <th>Source</th>\n",
       "      <th>Age of Confraternity (if estimate, *)</th>\n",
       "      <th>...</th>\n",
       "      <th>Building Description</th>\n",
       "      <th>Quartiere</th>\n",
       "      <th>Popolo</th>\n",
       "      <th>Street</th>\n",
       "      <th>Location Information</th>\n",
       "      <th>OBJECTID.1</th>\n",
       "      <th>Y.1</th>\n",
       "      <th>X.1</th>\n",
       "      <th>Folio.1</th>\n",
       "      <th>Entry Number.2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "      <td>2784</td>\n",
       "      <td>Cappella, o vero, compagnia degl'Azzurri di S....</td>\n",
       "      <td>S. Maria della Neve</td>\n",
       "      <td>Henderson P&amp;C #114</td>\n",
       "      <td>1445*</td>\n",
       "      <td>...</td>\n",
       "      <td>casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla suddetta et a una delle Monache ...</td>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "      <td>3033</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Ambrogio</td>\n",
       "      <td>Via dell'Agnolo</td>\n",
       "      <td>contigua alla suddetta et a una di Francesco d...</td>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "      <td>2421</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>casa in cappella</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla portaccia di Borgo alla croce et...</td>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "      <td>681</td>\n",
       "      <td>Compagnia de' Cieci</td>\n",
       "      <td>S Maria del Giglio detto de'ciechi [S Ma. de P...</td>\n",
       "      <td>Henderson P&amp;C 104</td>\n",
       "      <td>1324</td>\n",
       "      <td>...</td>\n",
       "      <td>Casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Lorenzo</td>\n",
       "      <td>Via S. Jacopo in Campo Corbolino - Cella di Ci...</td>\n",
       "      <td>contigua a la soprascritta suoltando al lato d...</td>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "      <td>1035</td>\n",
       "      <td>Compagnia degl'Innocenti</td>\n",
       "      <td>SS Innocenti</td>\n",
       "      <td>Henderson P&amp;C #78</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa</td>\n",
       "      <td>s. Spirito</td>\n",
       "      <td>S. Felice in piazza</td>\n",
       "      <td>Via Mazzetta</td>\n",
       "      <td>in via mazzetta a 1o Rede di Piero Dei a 2o An...</td>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>2963</td>\n",
       "      <td>43.776060</td>\n",
       "      <td>11.260334</td>\n",
       "      <td>133r</td>\n",
       "      <td>2059</td>\n",
       "      <td>2059</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>Casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Michele Visdomini</td>\n",
       "      <td>Via de Servi - Piazza de Servi</td>\n",
       "      <td>Posta nella testa della via de servi sul canto...</td>\n",
       "      <td>2963</td>\n",
       "      <td>43.776060</td>\n",
       "      <td>11.260334</td>\n",
       "      <td>133r</td>\n",
       "      <td>2059</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>3296</td>\n",
       "      <td>43.771350</td>\n",
       "      <td>11.262617</td>\n",
       "      <td>203r</td>\n",
       "      <td>3163</td>\n",
       "      <td>3163</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>casa con bottega</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Canto alle Rondine</td>\n",
       "      <td>contigua alla suddetta et a Luca et Giovanni d...</td>\n",
       "      <td>3296</td>\n",
       "      <td>43.771350</td>\n",
       "      <td>11.262617</td>\n",
       "      <td>203r</td>\n",
       "      <td>3163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>3455</td>\n",
       "      <td>43.770749</td>\n",
       "      <td>11.262444</td>\n",
       "      <td>201v</td>\n",
       "      <td>3143</td>\n",
       "      <td>3143</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Via Santucce</td>\n",
       "      <td>contigua alla suddetta et a Giovanni di Raffae...</td>\n",
       "      <td>3455</td>\n",
       "      <td>43.770749</td>\n",
       "      <td>11.262444</td>\n",
       "      <td>201v</td>\n",
       "      <td>3143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>4120</td>\n",
       "      <td>43.769050</td>\n",
       "      <td>11.260390</td>\n",
       "      <td>64v</td>\n",
       "      <td>812</td>\n",
       "      <td>812</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa con una bottega sotto di ciabattino</td>\n",
       "      <td>s. Croce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Piazza S. Croce</td>\n",
       "      <td>sulla piazza di s. Croce a 1o il macello del F...</td>\n",
       "      <td>4120</td>\n",
       "      <td>43.769050</td>\n",
       "      <td>11.260390</td>\n",
       "      <td>64v</td>\n",
       "      <td>812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>4651</td>\n",
       "      <td>43.767940</td>\n",
       "      <td>11.255780</td>\n",
       "      <td>91r</td>\n",
       "      <td>1136</td>\n",
       "      <td>1136</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa con dua entrate al incontro al  Palaz...</td>\n",
       "      <td>s. Croce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Piazza del Grano</td>\n",
       "      <td>diverso la piazza del grano</td>\n",
       "      <td>4651</td>\n",
       "      <td>43.767940</td>\n",
       "      <td>11.255780</td>\n",
       "      <td>91r</td>\n",
       "      <td>1136</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>133 rows × 44 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     OBJECTID          Y          X Folio  Entry Number  Entry Number.1  \\\n",
       "0        2073  43.770558  11.270464  179v          2784            2784   \n",
       "1        3219  43.770336  11.264497  195r          3033            3033   \n",
       "2        2203  43.771118  11.269190   157          2421            2421   \n",
       "3         147  43.775931  11.252323   44r           681             681   \n",
       "4        7343  43.765810  11.247119   62v          1035            1035   \n",
       "..        ...        ...        ...   ...           ...             ...   \n",
       "128      2963  43.776060  11.260334  133r          2059            2059   \n",
       "129      3296  43.771350  11.262617  203r          3163            3163   \n",
       "130      3455  43.770749  11.262444  201v          3143            3143   \n",
       "131      4120  43.769050  11.260390   64v           812             812   \n",
       "132      4651  43.767940  11.255780   91r          1136            1136   \n",
       "\n",
       "                                       Owner in Source  \\\n",
       "0    Cappella, o vero, compagnia degl'Azzurri di S....   \n",
       "1                Compagnia che sotto S. Piero Maggiore   \n",
       "2                Compagnia che sotto S. Piero Maggiore   \n",
       "3                                  Compagnia de' Cieci   \n",
       "4                             Compagnia degl'Innocenti   \n",
       "..                                                 ...   \n",
       "128                                       Orsanmichele   \n",
       "129                                       Orsanmichele   \n",
       "130                                       Orsanmichele   \n",
       "131                                       Orsanmichele   \n",
       "132                                       Orsanmichele   \n",
       "\n",
       "                              Standardized Alternative              Source  \\\n",
       "0                                  S. Maria della Neve  Henderson P&C #114   \n",
       "1                                      S Pier Maggiore  Henderson P&C #137   \n",
       "2                                      S Pier Maggiore  Henderson P&C #137   \n",
       "3    S Maria del Giglio detto de'ciechi [S Ma. de P...   Henderson P&C 104   \n",
       "4                                         SS Innocenti   Henderson P&C #78   \n",
       "..                                                 ...                 ...   \n",
       "128                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "129                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "130                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "131                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "132                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "\n",
       "    Age of Confraternity (if estimate, *)  ...  \\\n",
       "0                                   1445*  ...   \n",
       "1                                     NaN  ...   \n",
       "2                                     NaN  ...   \n",
       "3                                    1324  ...   \n",
       "4                                     NaN  ...   \n",
       "..                                    ...  ...   \n",
       "128                                  1291  ...   \n",
       "129                                  1291  ...   \n",
       "130                                  1291  ...   \n",
       "131                                  1291  ...   \n",
       "132                                  1291  ...   \n",
       "\n",
       "                                  Building Description    Quartiere  \\\n",
       "0                                                 casa  s. Giovanni   \n",
       "1                                                 casa  s. Giovanni   \n",
       "2                                     casa in cappella  s. Giovanni   \n",
       "3                                                 Casa  s. Giovanni   \n",
       "4                                             una casa   s. Spirito   \n",
       "..                                                 ...          ...   \n",
       "128                                               Casa  s. Giovanni   \n",
       "129                                   casa con bottega  s. Giovanni   \n",
       "130                                           una casa  s. Giovanni   \n",
       "131       una casa con una bottega sotto di ciabattino     s. Croce   \n",
       "132  una casa con dua entrate al incontro al  Palaz...     s. Croce   \n",
       "\n",
       "                   Popolo                                             Street  \\\n",
       "0                S. Piero                       Borgo della Porta alla Croce   \n",
       "1             S. Ambrogio                                    Via dell'Agnolo   \n",
       "2       S. Piero Maggiore                       Borgo della Porta alla Croce   \n",
       "3              S. Lorenzo  Via S. Jacopo in Campo Corbolino - Cella di Ci...   \n",
       "4     S. Felice in piazza                                       Via Mazzetta   \n",
       "..                    ...                                                ...   \n",
       "128  S. Michele Visdomini                     Via de Servi - Piazza de Servi   \n",
       "129     S. Piero Maggiore                                 Canto alle Rondine   \n",
       "130     S. Piero Maggiore                                       Via Santucce   \n",
       "131                   NaN                                    Piazza S. Croce   \n",
       "132                   NaN                                   Piazza del Grano   \n",
       "\n",
       "                                  Location Information  OBJECTID.1        Y.1  \\\n",
       "0    contigua alla suddetta et a una delle Monache ...        2073  43.770558   \n",
       "1    contigua alla suddetta et a una di Francesco d...        3219  43.770336   \n",
       "2    contigua alla portaccia di Borgo alla croce et...        2203  43.771118   \n",
       "3    contigua a la soprascritta suoltando al lato d...         147  43.775931   \n",
       "4    in via mazzetta a 1o Rede di Piero Dei a 2o An...        7343  43.765810   \n",
       "..                                                 ...         ...        ...   \n",
       "128  Posta nella testa della via de servi sul canto...        2963  43.776060   \n",
       "129  contigua alla suddetta et a Luca et Giovanni d...        3296  43.771350   \n",
       "130  contigua alla suddetta et a Giovanni di Raffae...        3455  43.770749   \n",
       "131  sulla piazza di s. Croce a 1o il macello del F...        4120  43.769050   \n",
       "132                        diverso la piazza del grano        4651  43.767940   \n",
       "\n",
       "           X.1 Folio.1 Entry Number.2  \n",
       "0    11.270464    179v           2784  \n",
       "1    11.264497    195r           3033  \n",
       "2    11.269190     157           2421  \n",
       "3    11.252323     44r            681  \n",
       "4    11.247119     62v           1035  \n",
       "..         ...     ...            ...  \n",
       "128  11.260334    133r           2059  \n",
       "129  11.262617    203r           3163  \n",
       "130  11.262444    201v           3143  \n",
       "131  11.260390     64v            812  \n",
       "132  11.255780     91r           1136  \n",
       "\n",
       "[133 rows x 44 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "d3Wu5zQqIImk"
   },
   "source": [
    "### F.1 Slicing DataFrames\n",
    "\n",
    "#### Another way to slice data:  selected rows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.277382Z",
     "start_time": "2022-02-10T23:28:17.248073Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "iuBMs-VaIImk",
    "outputId": "5521d3a9-cf47-4ad3-9f1b-94851145061a"
   },
   "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",
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>OBJECTID</th>\n",
       "      <th>Y</th>\n",
       "      <th>X</th>\n",
       "      <th>Folio</th>\n",
       "      <th>Entry Number</th>\n",
       "      <th>Entry Number.1</th>\n",
       "      <th>Owner in Source</th>\n",
       "      <th>Standardized Alternative</th>\n",
       "      <th>Source</th>\n",
       "      <th>Age of Confraternity (if estimate, *)</th>\n",
       "      <th>...</th>\n",
       "      <th>Building Description</th>\n",
       "      <th>Quartiere</th>\n",
       "      <th>Popolo</th>\n",
       "      <th>Street</th>\n",
       "      <th>Location Information</th>\n",
       "      <th>OBJECTID.1</th>\n",
       "      <th>Y.1</th>\n",
       "      <th>X.1</th>\n",
       "      <th>Folio.1</th>\n",
       "      <th>Entry Number.2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "      <td>2784</td>\n",
       "      <td>Cappella, o vero, compagnia degl'Azzurri di S....</td>\n",
       "      <td>S. Maria della Neve</td>\n",
       "      <td>Henderson P&amp;C #114</td>\n",
       "      <td>1445*</td>\n",
       "      <td>...</td>\n",
       "      <td>casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla suddetta et a una delle Monache ...</td>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "      <td>3033</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Ambrogio</td>\n",
       "      <td>Via dell'Agnolo</td>\n",
       "      <td>contigua alla suddetta et a una di Francesco d...</td>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "      <td>2421</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>casa in cappella</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla portaccia di Borgo alla croce et...</td>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "      <td>681</td>\n",
       "      <td>Compagnia de' Cieci</td>\n",
       "      <td>S Maria del Giglio detto de'ciechi [S Ma. de P...</td>\n",
       "      <td>Henderson P&amp;C 104</td>\n",
       "      <td>1324</td>\n",
       "      <td>...</td>\n",
       "      <td>Casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Lorenzo</td>\n",
       "      <td>Via S. Jacopo in Campo Corbolino - Cella di Ci...</td>\n",
       "      <td>contigua a la soprascritta suoltando al lato d...</td>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "      <td>1035</td>\n",
       "      <td>Compagnia degl'Innocenti</td>\n",
       "      <td>SS Innocenti</td>\n",
       "      <td>Henderson P&amp;C #78</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa</td>\n",
       "      <td>s. Spirito</td>\n",
       "      <td>S. Felice in piazza</td>\n",
       "      <td>Via Mazzetta</td>\n",
       "      <td>in via mazzetta a 1o Rede di Piero Dei a 2o An...</td>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8476</td>\n",
       "      <td>43.767438</td>\n",
       "      <td>11.244969</td>\n",
       "      <td>120v</td>\n",
       "      <td>1874</td>\n",
       "      <td>1874</td>\n",
       "      <td>Compagnia degl'Innocenti di s. Maria Novella</td>\n",
       "      <td>SS Innocenti</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa</td>\n",
       "      <td>s. Spirito</td>\n",
       "      <td>S. Friano</td>\n",
       "      <td>Via d' Ardiglione</td>\n",
       "      <td>a primo Piero di Raffaello a secondo ser Alama...</td>\n",
       "      <td>8476</td>\n",
       "      <td>43.767438</td>\n",
       "      <td>11.244969</td>\n",
       "      <td>120v</td>\n",
       "      <td>1874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>5514</td>\n",
       "      <td>43.772942</td>\n",
       "      <td>11.247446</td>\n",
       "      <td>37v</td>\n",
       "      <td>642</td>\n",
       "      <td>642</td>\n",
       "      <td>Compagnia degl'Innocenti di s. Maria Novella</td>\n",
       "      <td>SS Innocenti</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Casa</td>\n",
       "      <td>s. Maria Novella</td>\n",
       "      <td>s. Paolo</td>\n",
       "      <td>Via nuova da s. Paulo</td>\n",
       "      <td>contigua a la suddetta et a una del capitolo d...</td>\n",
       "      <td>5514</td>\n",
       "      <td>43.772942</td>\n",
       "      <td>11.247446</td>\n",
       "      <td>37v</td>\n",
       "      <td>642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8102</td>\n",
       "      <td>43.768004</td>\n",
       "      <td>11.240896</td>\n",
       "      <td>116v</td>\n",
       "      <td>1814</td>\n",
       "      <td>1814</td>\n",
       "      <td>Compagnia degli Genovesi nel Carmine</td>\n",
       "      <td>S Sebastiano de'Genovesi</td>\n",
       "      <td>Henderson P&amp;C #147</td>\n",
       "      <td>1474</td>\n",
       "      <td>...</td>\n",
       "      <td>una casa</td>\n",
       "      <td>s. Spirito</td>\n",
       "      <td>S. Friano</td>\n",
       "      <td>Via s. Salvadore</td>\n",
       "      <td>nella via di s. Salvatore a 1o Bartolomeo di B...</td>\n",
       "      <td>8102</td>\n",
       "      <td>43.768004</td>\n",
       "      <td>11.240896</td>\n",
       "      <td>116v</td>\n",
       "      <td>1814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2030</td>\n",
       "      <td>43.770728</td>\n",
       "      <td>11.270409</td>\n",
       "      <td>180r</td>\n",
       "      <td>2786</td>\n",
       "      <td>2786</td>\n",
       "      <td>Compagnia dei Bianchi di S. Ambrogio</td>\n",
       "      <td>S Maria delle Laude e di S Ambrogio</td>\n",
       "      <td>Henderson P&amp;C #105 [or 121]</td>\n",
       "      <td>1466</td>\n",
       "      <td>...</td>\n",
       "      <td>casa con un poco di bottega</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>Contigua alla suddetta et al chiasso della, os...</td>\n",
       "      <td>2030</td>\n",
       "      <td>43.770728</td>\n",
       "      <td>11.270409</td>\n",
       "      <td>180r</td>\n",
       "      <td>2786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>400</td>\n",
       "      <td>43.777147</td>\n",
       "      <td>11.254293</td>\n",
       "      <td>35v</td>\n",
       "      <td>534</td>\n",
       "      <td>534</td>\n",
       "      <td>Compagnia dei Concordi</td>\n",
       "      <td>S Concordia [property on S Orsola = close to c...</td>\n",
       "      <td>Henderson P&amp;C #42</td>\n",
       "      <td>&lt;1429</td>\n",
       "      <td>...</td>\n",
       "      <td>Casa</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Lorenzo</td>\n",
       "      <td>Via S. Orsola</td>\n",
       "      <td>contigua a la suddetta et a gioGualberto di Ra...</td>\n",
       "      <td>400</td>\n",
       "      <td>43.777147</td>\n",
       "      <td>11.254293</td>\n",
       "      <td>35v</td>\n",
       "      <td>534</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 44 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   OBJECTID          Y          X Folio  Entry Number  Entry Number.1  \\\n",
       "0      2073  43.770558  11.270464  179v          2784            2784   \n",
       "1      3219  43.770336  11.264497  195r          3033            3033   \n",
       "2      2203  43.771118  11.269190   157          2421            2421   \n",
       "3       147  43.775931  11.252323   44r           681             681   \n",
       "4      7343  43.765810  11.247119   62v          1035            1035   \n",
       "5      8476  43.767438  11.244969  120v          1874            1874   \n",
       "6      5514  43.772942  11.247446   37v           642             642   \n",
       "7      8102  43.768004  11.240896  116v          1814            1814   \n",
       "8      2030  43.770728  11.270409  180r          2786            2786   \n",
       "9       400  43.777147  11.254293   35v           534             534   \n",
       "\n",
       "                                     Owner in Source  \\\n",
       "0  Cappella, o vero, compagnia degl'Azzurri di S....   \n",
       "1              Compagnia che sotto S. Piero Maggiore   \n",
       "2              Compagnia che sotto S. Piero Maggiore   \n",
       "3                                Compagnia de' Cieci   \n",
       "4                           Compagnia degl'Innocenti   \n",
       "5       Compagnia degl'Innocenti di s. Maria Novella   \n",
       "6       Compagnia degl'Innocenti di s. Maria Novella   \n",
       "7               Compagnia degli Genovesi nel Carmine   \n",
       "8               Compagnia dei Bianchi di S. Ambrogio   \n",
       "9                             Compagnia dei Concordi   \n",
       "\n",
       "                            Standardized Alternative  \\\n",
       "0                                S. Maria della Neve   \n",
       "1                                    S Pier Maggiore   \n",
       "2                                    S Pier Maggiore   \n",
       "3  S Maria del Giglio detto de'ciechi [S Ma. de P...   \n",
       "4                                       SS Innocenti   \n",
       "5                                       SS Innocenti   \n",
       "6                                       SS Innocenti   \n",
       "7                           S Sebastiano de'Genovesi   \n",
       "8                S Maria delle Laude e di S Ambrogio   \n",
       "9  S Concordia [property on S Orsola = close to c...   \n",
       "\n",
       "                        Source Age of Confraternity (if estimate, *)  ...  \\\n",
       "0           Henderson P&C #114                                 1445*  ...   \n",
       "1           Henderson P&C #137                                   NaN  ...   \n",
       "2           Henderson P&C #137                                   NaN  ...   \n",
       "3            Henderson P&C 104                                  1324  ...   \n",
       "4            Henderson P&C #78                                   NaN  ...   \n",
       "5            Henderson P&C #92                                   NaN  ...   \n",
       "6            Henderson P&C #92                                   NaN  ...   \n",
       "7           Henderson P&C #147                                  1474  ...   \n",
       "8  Henderson P&C #105 [or 121]                                  1466  ...   \n",
       "9            Henderson P&C #42                                 <1429  ...   \n",
       "\n",
       "          Building Description         Quartiere               Popolo  \\\n",
       "0                         casa       s. Giovanni             S. Piero   \n",
       "1                         casa       s. Giovanni          S. Ambrogio   \n",
       "2             casa in cappella       s. Giovanni    S. Piero Maggiore   \n",
       "3                         Casa       s. Giovanni           S. Lorenzo   \n",
       "4                     una casa        s. Spirito  S. Felice in piazza   \n",
       "5                     una casa        s. Spirito            S. Friano   \n",
       "6                         Casa  s. Maria Novella             s. Paolo   \n",
       "7                     una casa        s. Spirito            S. Friano   \n",
       "8  casa con un poco di bottega       s. Giovanni             S. Piero   \n",
       "9                         Casa       s. Giovanni           S. Lorenzo   \n",
       "\n",
       "                                              Street  \\\n",
       "0                       Borgo della Porta alla Croce   \n",
       "1                                    Via dell'Agnolo   \n",
       "2                       Borgo della Porta alla Croce   \n",
       "3  Via S. Jacopo in Campo Corbolino - Cella di Ci...   \n",
       "4                                       Via Mazzetta   \n",
       "5                                  Via d' Ardiglione   \n",
       "6                              Via nuova da s. Paulo   \n",
       "7                                   Via s. Salvadore   \n",
       "8                       Borgo della Porta alla Croce   \n",
       "9                                      Via S. Orsola   \n",
       "\n",
       "                                Location Information  OBJECTID.1        Y.1  \\\n",
       "0  contigua alla suddetta et a una delle Monache ...        2073  43.770558   \n",
       "1  contigua alla suddetta et a una di Francesco d...        3219  43.770336   \n",
       "2  contigua alla portaccia di Borgo alla croce et...        2203  43.771118   \n",
       "3  contigua a la soprascritta suoltando al lato d...         147  43.775931   \n",
       "4  in via mazzetta a 1o Rede di Piero Dei a 2o An...        7343  43.765810   \n",
       "5  a primo Piero di Raffaello a secondo ser Alama...        8476  43.767438   \n",
       "6  contigua a la suddetta et a una del capitolo d...        5514  43.772942   \n",
       "7  nella via di s. Salvatore a 1o Bartolomeo di B...        8102  43.768004   \n",
       "8  Contigua alla suddetta et al chiasso della, os...        2030  43.770728   \n",
       "9  contigua a la suddetta et a gioGualberto di Ra...         400  43.777147   \n",
       "\n",
       "         X.1 Folio.1 Entry Number.2  \n",
       "0  11.270464    179v           2784  \n",
       "1  11.264497    195r           3033  \n",
       "2  11.269190     157           2421  \n",
       "3  11.252323     44r            681  \n",
       "4  11.247119     62v           1035  \n",
       "5  11.244969    120v           1874  \n",
       "6  11.247446     37v            642  \n",
       "7  11.240896    116v           1814  \n",
       "8  11.270409    180r           2786  \n",
       "9  11.254293     35v            534  \n",
       "\n",
       "[10 rows x 44 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima.iloc[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.299271Z",
     "start_time": "2022-02-10T23:28:17.294860Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "2B8VyEQ2IImk",
    "outputId": "aff4aa05-5066-49e7-ef18-b94f5e594dd6"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(133, 44)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "erG016CAIImk"
   },
   "source": [
    "#### Check the column names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.290796Z",
     "start_time": "2022-02-10T23:28:17.285529Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "R8NvsK5NIIml",
    "outputId": "3566a28b-0dc6-4d8e-e3ec-4f08c148c0e8"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['OBJECTID', 'Y', 'X', 'Folio', 'Entry Number', 'Entry Number.1',\n",
       "       'Owner in Source', 'Standardized Alternative', 'Source',\n",
       "       'Age of Confraternity (if estimate, *)', 'Type', 'Property Type',\n",
       "       'Rent - Lire', 'Rent - Scudi', 'Value', 'Male Tenants',\n",
       "       'Female Tenants', 'Total Residents', 'Contract Description', 'Contract',\n",
       "       'Owner Type', 'Other Owner Name', 'Tenant', 'Tenant Gender',\n",
       "       'Tenant Occupation', 'Resident 1 Name', 'Resident 1 Gender',\n",
       "       'Resident 1 Occupation', 'Resident 2 Name', 'Resident 2 Gender',\n",
       "       'Resident 2 Occupation', 'Resident 3 Name', 'Resident 3 Gender',\n",
       "       'Resident 3 Occupation', 'Building Description', 'Quartiere', 'Popolo',\n",
       "       'Street', 'Location Information', 'OBJECTID.1', 'Y.1', 'X.1', 'Folio.1',\n",
       "       'Entry Number.2'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "NpOdPT8GIIml"
   },
   "source": [
    "### F.2 Groupby Functions\n",
    "\n",
    "* With **groupby** Pandas will let us find all the **neighborhoods** in members of particular **trades** lived"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.316618Z",
     "start_time": "2022-02-10T23:28:17.301144Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "JqtHXVdxIIml",
    "outputId": "4daaa976-7ed4-4325-c792-7f6ca8d8d584"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Tenant Occupation\n",
       "barbiere                                                      [s. Spirito]\n",
       "battilano                              [s. Giovanni, s. Croce, s. Spirito]\n",
       "beccaio                                            [s. Croce, s. Giovanni]\n",
       "calzolaio                                                    [s. Giovanni]\n",
       "cappellaio                                                   [s. Giovanni]\n",
       "cartolaio                                                       [s. Croce]\n",
       "ciabattino                                         [s. Giovanni, s. Croce]\n",
       "coltellinaio                                                    [s. Croce]\n",
       "contadino                                                       [s. Croce]\n",
       "curandaio                                                    [s. Giovanni]\n",
       "divettino                                                    [s. Giovanni]\n",
       "donzello                                                     [s. Giovanni]\n",
       "esattore                                                     [s. Giovanni]\n",
       "fattorino                                               [s. Maria Novella]\n",
       "fornaio                                     [s. Spirito, s. Maria Novella]\n",
       "funaiuolo                                                     [s. Spirito]\n",
       "guardia                                                      [s. Giovanni]\n",
       "legnaiuolo                                         [s. Croce, s. Giovanni]\n",
       "manouale                                                      [s. Spirito]\n",
       "merciaio                                                      [s. Spirito]\n",
       "minugiaio                                                     [s. Spirito]\n",
       "muratore                                            [s. Croce, s. Spirito]\n",
       "occhialaio                                                      [s. Croce]\n",
       "oste                                             [s. Giovanni, s. Spirito]\n",
       "pettinagnolo                                                  [s. Spirito]\n",
       "pinzocara                                               [s. Maria Novella]\n",
       "pizzicagnolo                                                 [s. Giovanni]\n",
       "pollaiuolo                                              [s. Maria Novella]\n",
       "portatore                                                       [s. Croce]\n",
       "prete e cappellano                                              [s. Croce]\n",
       "rigattiere                                                   [s. Giovanni]\n",
       "rivenditore                                      [s. Giovanni, s. Spirito]\n",
       "sarto                                                        [s. Giovanni]\n",
       "sellaio                                                      [s. Giovanni]\n",
       "servo                                                           [s. Croce]\n",
       "spedaliero                                                      [s. Croce]\n",
       "tessitore                [s. Giovanni, s. Maria Novella, s. Spirito, s....\n",
       "tessitore di broccati                                         [s. Spirito]\n",
       "tessitore di drappi                                 [s. Croce, s. Spirito]\n",
       "tintore                                                       [s. Spirito]\n",
       "torcitore                                                     [s. Spirito]\n",
       "votapozzi                                                       [s. Croce]\n",
       "Name: Quartiere, dtype: object"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima.groupby(\"Tenant Occupation\").Quartiere.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Quartiere         Tenant Occupation    \n",
       "s. Croce          battilano                2\n",
       "                  beccaio                  1\n",
       "                  cartolaio                1\n",
       "                  ciabattino               1\n",
       "                  coltellinaio             1\n",
       "                  contadino                1\n",
       "                  legnaiuolo               1\n",
       "                  muratore                 1\n",
       "                  occhialaio               1\n",
       "                  portatore                1\n",
       "                  prete e cappellano       1\n",
       "                  servo                    1\n",
       "                  spedaliero               1\n",
       "                  tessitore                1\n",
       "                  tessitore di drappi      1\n",
       "                  votapozzi                1\n",
       "s. Giovanni       tessitore                7\n",
       "                  legnaiuolo               2\n",
       "                  rigattiere               2\n",
       "                  battilano                1\n",
       "                  beccaio                  1\n",
       "                  calzolaio                1\n",
       "                  cappellaio               1\n",
       "                  ciabattino               1\n",
       "                  curandaio                1\n",
       "                  divettino                1\n",
       "                  donzello                 1\n",
       "                  esattore                 1\n",
       "                  guardia                  1\n",
       "                  oste                     1\n",
       "                  pizzicagnolo             1\n",
       "                  rivenditore              1\n",
       "                  sarto                    1\n",
       "                  sellaio                  1\n",
       "s. Maria Novella  fattorino                1\n",
       "                  fornaio                  1\n",
       "                  pinzocara                1\n",
       "                  pollaiuolo               1\n",
       "                  tessitore                1\n",
       "s. Spirito        fornaio                  2\n",
       "                  barbiere                 1\n",
       "                  battilano                1\n",
       "                  funaiuolo                1\n",
       "                  manouale                 1\n",
       "                  merciaio                 1\n",
       "                  minugiaio                1\n",
       "                  muratore                 1\n",
       "                  oste                     1\n",
       "                  pettinagnolo             1\n",
       "                  rivenditore              1\n",
       "                  tessitore                1\n",
       "                  tessitore di broccati    1\n",
       "                  tessitore di drappi      1\n",
       "                  tintore                  1\n",
       "                  torcitore                1\n",
       "Name: Tenant Occupation, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima.groupby(\"Quartiere\")[\"Tenant Occupation\"].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "SQKu8pOpIIml"
   },
   "source": [
    "### F.3  Mapping with folium\n",
    "\n",
    "* Decima includes geographical data in the form of longitude and latitude"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "d_3GQO0iIIml"
   },
   "source": [
    "#### Since the X and Y columns represent longitude and latitude, we can use the `mean` method to find the center!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.283775Z",
     "start_time": "2022-02-10T23:28:17.280056Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "XWqrm2qmIIml",
    "outputId": "1a244f51-ffb1-4448-8e76-0f75ab92a69a"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11.255879475338345 43.772051565563906\n"
     ]
    }
   ],
   "source": [
    "X, Y = decima[\"X\"].mean(), decima[\"Y\"].mean()\n",
    "print(X, Y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "UePVelFwIImm"
   },
   "source": [
    "#### The folium library will let us create maps directly in Jupyter NBs\n",
    "\n",
    "- Notice that the map is zoomable and interactive (linked back to the data in our frame)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.327072Z",
     "start_time": "2022-02-10T23:28:17.318722Z"
    },
    "id": "oqs6rHXVIImm"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;html&gt;\n",
       "&lt;head&gt;\n",
       "    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_e1c58e9445977c8b9e72e6cf1b10cf5f {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_e1c58e9445977c8b9e72e6cf1b10cf5f&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_e1c58e9445977c8b9e72e6cf1b10cf5f = L.map(\n",
       "                &quot;map_e1c58e9445977c8b9e72e6cf1b10cf5f&quot;,\n",
       "                {\n",
       "                    center: [43.772051565563906, 11.255879475338345],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 15,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_ec09bd8697a675aae6c5a2b6ad0f60a4 = L.tileLayer(\n",
       "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f83700f6730>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "our_map = folium.Map(location=[Y, X], zoom_start=15)\n",
    "our_map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.334895Z",
     "start_time": "2022-02-10T23:28:17.328903Z"
    },
    "id": "b7Fu7DKhIImm"
   },
   "outputs": [],
   "source": [
    "decima[\"popup_column\"] = decima.apply(lambda row: f\"\"\"\n",
    "        <ul>\n",
    "            <li><strong>ID: </strong>{row[\"OBJECTID\"]}</li>\n",
    "            <li><strong>Source: </strong>{row[\"Source\"]}</li>\n",
    "            <li><strong>Name: </strong>{row[\"Tenant Occupation\"]}</li>\n",
    "        <ul>\n",
    "    \"\"\"\n",
    ", axis=\"columns\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "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>OBJECTID</th>\n",
       "      <th>Y</th>\n",
       "      <th>X</th>\n",
       "      <th>Folio</th>\n",
       "      <th>Entry Number</th>\n",
       "      <th>Entry Number.1</th>\n",
       "      <th>Owner in Source</th>\n",
       "      <th>Standardized Alternative</th>\n",
       "      <th>Source</th>\n",
       "      <th>Age of Confraternity (if estimate, *)</th>\n",
       "      <th>...</th>\n",
       "      <th>Quartiere</th>\n",
       "      <th>Popolo</th>\n",
       "      <th>Street</th>\n",
       "      <th>Location Information</th>\n",
       "      <th>OBJECTID.1</th>\n",
       "      <th>Y.1</th>\n",
       "      <th>X.1</th>\n",
       "      <th>Folio.1</th>\n",
       "      <th>Entry Number.2</th>\n",
       "      <th>popup_column</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "      <td>2784</td>\n",
       "      <td>Cappella, o vero, compagnia degl'Azzurri di S....</td>\n",
       "      <td>S. Maria della Neve</td>\n",
       "      <td>Henderson P&amp;C #114</td>\n",
       "      <td>1445*</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla suddetta et a una delle Monache ...</td>\n",
       "      <td>2073</td>\n",
       "      <td>43.770558</td>\n",
       "      <td>11.270464</td>\n",
       "      <td>179v</td>\n",
       "      <td>2784</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "      <td>3033</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Ambrogio</td>\n",
       "      <td>Via dell'Agnolo</td>\n",
       "      <td>contigua alla suddetta et a una di Francesco d...</td>\n",
       "      <td>3219</td>\n",
       "      <td>43.770336</td>\n",
       "      <td>11.264497</td>\n",
       "      <td>195r</td>\n",
       "      <td>3033</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "      <td>2421</td>\n",
       "      <td>Compagnia che sotto S. Piero Maggiore</td>\n",
       "      <td>S Pier Maggiore</td>\n",
       "      <td>Henderson P&amp;C #137</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Borgo della Porta alla Croce</td>\n",
       "      <td>contigua alla portaccia di Borgo alla croce et...</td>\n",
       "      <td>2203</td>\n",
       "      <td>43.771118</td>\n",
       "      <td>11.269190</td>\n",
       "      <td>157</td>\n",
       "      <td>2421</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "      <td>681</td>\n",
       "      <td>Compagnia de' Cieci</td>\n",
       "      <td>S Maria del Giglio detto de'ciechi [S Ma. de P...</td>\n",
       "      <td>Henderson P&amp;C 104</td>\n",
       "      <td>1324</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Lorenzo</td>\n",
       "      <td>Via S. Jacopo in Campo Corbolino - Cella di Ci...</td>\n",
       "      <td>contigua a la soprascritta suoltando al lato d...</td>\n",
       "      <td>147</td>\n",
       "      <td>43.775931</td>\n",
       "      <td>11.252323</td>\n",
       "      <td>44r</td>\n",
       "      <td>681</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "      <td>1035</td>\n",
       "      <td>Compagnia degl'Innocenti</td>\n",
       "      <td>SS Innocenti</td>\n",
       "      <td>Henderson P&amp;C #78</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Spirito</td>\n",
       "      <td>S. Felice in piazza</td>\n",
       "      <td>Via Mazzetta</td>\n",
       "      <td>in via mazzetta a 1o Rede di Piero Dei a 2o An...</td>\n",
       "      <td>7343</td>\n",
       "      <td>43.765810</td>\n",
       "      <td>11.247119</td>\n",
       "      <td>62v</td>\n",
       "      <td>1035</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>2963</td>\n",
       "      <td>43.776060</td>\n",
       "      <td>11.260334</td>\n",
       "      <td>133r</td>\n",
       "      <td>2059</td>\n",
       "      <td>2059</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Michele Visdomini</td>\n",
       "      <td>Via de Servi - Piazza de Servi</td>\n",
       "      <td>Posta nella testa della via de servi sul canto...</td>\n",
       "      <td>2963</td>\n",
       "      <td>43.776060</td>\n",
       "      <td>11.260334</td>\n",
       "      <td>133r</td>\n",
       "      <td>2059</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>3296</td>\n",
       "      <td>43.771350</td>\n",
       "      <td>11.262617</td>\n",
       "      <td>203r</td>\n",
       "      <td>3163</td>\n",
       "      <td>3163</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Canto alle Rondine</td>\n",
       "      <td>contigua alla suddetta et a Luca et Giovanni d...</td>\n",
       "      <td>3296</td>\n",
       "      <td>43.771350</td>\n",
       "      <td>11.262617</td>\n",
       "      <td>203r</td>\n",
       "      <td>3163</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>3455</td>\n",
       "      <td>43.770749</td>\n",
       "      <td>11.262444</td>\n",
       "      <td>201v</td>\n",
       "      <td>3143</td>\n",
       "      <td>3143</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Giovanni</td>\n",
       "      <td>S. Piero Maggiore</td>\n",
       "      <td>Via Santucce</td>\n",
       "      <td>contigua alla suddetta et a Giovanni di Raffae...</td>\n",
       "      <td>3455</td>\n",
       "      <td>43.770749</td>\n",
       "      <td>11.262444</td>\n",
       "      <td>201v</td>\n",
       "      <td>3143</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>4120</td>\n",
       "      <td>43.769050</td>\n",
       "      <td>11.260390</td>\n",
       "      <td>64v</td>\n",
       "      <td>812</td>\n",
       "      <td>812</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Croce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Piazza S. Croce</td>\n",
       "      <td>sulla piazza di s. Croce a 1o il macello del F...</td>\n",
       "      <td>4120</td>\n",
       "      <td>43.769050</td>\n",
       "      <td>11.260390</td>\n",
       "      <td>64v</td>\n",
       "      <td>812</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>4651</td>\n",
       "      <td>43.767940</td>\n",
       "      <td>11.255780</td>\n",
       "      <td>91r</td>\n",
       "      <td>1136</td>\n",
       "      <td>1136</td>\n",
       "      <td>Orsanmichele</td>\n",
       "      <td>Madonna di Orsanmichele</td>\n",
       "      <td>Henderson P&amp;C #92</td>\n",
       "      <td>1291</td>\n",
       "      <td>...</td>\n",
       "      <td>s. Croce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Piazza del Grano</td>\n",
       "      <td>diverso la piazza del grano</td>\n",
       "      <td>4651</td>\n",
       "      <td>43.767940</td>\n",
       "      <td>11.255780</td>\n",
       "      <td>91r</td>\n",
       "      <td>1136</td>\n",
       "      <td>\\n        &lt;ul&gt;\\n            &lt;li&gt;&lt;strong&gt;ID: &lt;/...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>133 rows × 45 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     OBJECTID          Y          X Folio  Entry Number  Entry Number.1  \\\n",
       "0        2073  43.770558  11.270464  179v          2784            2784   \n",
       "1        3219  43.770336  11.264497  195r          3033            3033   \n",
       "2        2203  43.771118  11.269190   157          2421            2421   \n",
       "3         147  43.775931  11.252323   44r           681             681   \n",
       "4        7343  43.765810  11.247119   62v          1035            1035   \n",
       "..        ...        ...        ...   ...           ...             ...   \n",
       "128      2963  43.776060  11.260334  133r          2059            2059   \n",
       "129      3296  43.771350  11.262617  203r          3163            3163   \n",
       "130      3455  43.770749  11.262444  201v          3143            3143   \n",
       "131      4120  43.769050  11.260390   64v           812             812   \n",
       "132      4651  43.767940  11.255780   91r          1136            1136   \n",
       "\n",
       "                                       Owner in Source  \\\n",
       "0    Cappella, o vero, compagnia degl'Azzurri di S....   \n",
       "1                Compagnia che sotto S. Piero Maggiore   \n",
       "2                Compagnia che sotto S. Piero Maggiore   \n",
       "3                                  Compagnia de' Cieci   \n",
       "4                             Compagnia degl'Innocenti   \n",
       "..                                                 ...   \n",
       "128                                       Orsanmichele   \n",
       "129                                       Orsanmichele   \n",
       "130                                       Orsanmichele   \n",
       "131                                       Orsanmichele   \n",
       "132                                       Orsanmichele   \n",
       "\n",
       "                              Standardized Alternative              Source  \\\n",
       "0                                  S. Maria della Neve  Henderson P&C #114   \n",
       "1                                      S Pier Maggiore  Henderson P&C #137   \n",
       "2                                      S Pier Maggiore  Henderson P&C #137   \n",
       "3    S Maria del Giglio detto de'ciechi [S Ma. de P...   Henderson P&C 104   \n",
       "4                                         SS Innocenti   Henderson P&C #78   \n",
       "..                                                 ...                 ...   \n",
       "128                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "129                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "130                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "131                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "132                            Madonna di Orsanmichele   Henderson P&C #92   \n",
       "\n",
       "    Age of Confraternity (if estimate, *)  ...    Quartiere  \\\n",
       "0                                   1445*  ...  s. Giovanni   \n",
       "1                                     NaN  ...  s. Giovanni   \n",
       "2                                     NaN  ...  s. Giovanni   \n",
       "3                                    1324  ...  s. Giovanni   \n",
       "4                                     NaN  ...   s. Spirito   \n",
       "..                                    ...  ...          ...   \n",
       "128                                  1291  ...  s. Giovanni   \n",
       "129                                  1291  ...  s. Giovanni   \n",
       "130                                  1291  ...  s. Giovanni   \n",
       "131                                  1291  ...     s. Croce   \n",
       "132                                  1291  ...     s. Croce   \n",
       "\n",
       "                   Popolo                                             Street  \\\n",
       "0                S. Piero                       Borgo della Porta alla Croce   \n",
       "1             S. Ambrogio                                    Via dell'Agnolo   \n",
       "2       S. Piero Maggiore                       Borgo della Porta alla Croce   \n",
       "3              S. Lorenzo  Via S. Jacopo in Campo Corbolino - Cella di Ci...   \n",
       "4     S. Felice in piazza                                       Via Mazzetta   \n",
       "..                    ...                                                ...   \n",
       "128  S. Michele Visdomini                     Via de Servi - Piazza de Servi   \n",
       "129     S. Piero Maggiore                                 Canto alle Rondine   \n",
       "130     S. Piero Maggiore                                       Via Santucce   \n",
       "131                   NaN                                    Piazza S. Croce   \n",
       "132                   NaN                                   Piazza del Grano   \n",
       "\n",
       "                                  Location Information  OBJECTID.1        Y.1  \\\n",
       "0    contigua alla suddetta et a una delle Monache ...        2073  43.770558   \n",
       "1    contigua alla suddetta et a una di Francesco d...        3219  43.770336   \n",
       "2    contigua alla portaccia di Borgo alla croce et...        2203  43.771118   \n",
       "3    contigua a la soprascritta suoltando al lato d...         147  43.775931   \n",
       "4    in via mazzetta a 1o Rede di Piero Dei a 2o An...        7343  43.765810   \n",
       "..                                                 ...         ...        ...   \n",
       "128  Posta nella testa della via de servi sul canto...        2963  43.776060   \n",
       "129  contigua alla suddetta et a Luca et Giovanni d...        3296  43.771350   \n",
       "130  contigua alla suddetta et a Giovanni di Raffae...        3455  43.770749   \n",
       "131  sulla piazza di s. Croce a 1o il macello del F...        4120  43.769050   \n",
       "132                        diverso la piazza del grano        4651  43.767940   \n",
       "\n",
       "           X.1  Folio.1 Entry Number.2  \\\n",
       "0    11.270464     179v           2784   \n",
       "1    11.264497     195r           3033   \n",
       "2    11.269190      157           2421   \n",
       "3    11.252323      44r            681   \n",
       "4    11.247119      62v           1035   \n",
       "..         ...      ...            ...   \n",
       "128  11.260334     133r           2059   \n",
       "129  11.262617     203r           3163   \n",
       "130  11.262444     201v           3143   \n",
       "131  11.260390      64v            812   \n",
       "132  11.255780      91r           1136   \n",
       "\n",
       "                                          popup_column  \n",
       "0    \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "1    \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "2    \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "3    \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "4    \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "..                                                 ...  \n",
       "128  \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "129  \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "130  \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "131  \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "132  \\n        <ul>\\n            <li><strong>ID: </...  \n",
       "\n",
       "[133 rows x 45 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "decima"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.355188Z",
     "start_time": "2022-02-10T23:28:17.336827Z"
    },
    "id": "TNweByPdIImm"
   },
   "outputs": [],
   "source": [
    "decima.apply(lambda row: folium.Marker(\n",
    "                                    location=(row[\"Y\"], row[\"X\"]),\n",
    "                                    popup=row[\"popup_column\"]\n",
    "                                    ).add_to(our_map), axis=1);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2022-02-10T23:28:17.532841Z",
     "start_time": "2022-02-10T23:28:17.357225Z"
    },
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "MoJ-0S9SIImn",
    "outputId": "14c7dd03-14aa-43d6-8450-383347f92399"
   },
   "outputs": [
    {
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       "    \n",
       "    \n",
       "            var marker_4b407537571412f22c0c2091bdfc77b7 = L.marker(\n",
       "                [43.77111764, 11.26918979],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_95894d533498f3a30efd3ba0f4540473 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_204799205794e5de653d7f7d30d49c6c = $(`&lt;div id=&quot;html_204799205794e5de653d7f7d30d49c6c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2203&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #137&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_95894d533498f3a30efd3ba0f4540473.setContent(html_204799205794e5de653d7f7d30d49c6c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4b407537571412f22c0c2091bdfc77b7.bindPopup(popup_95894d533498f3a30efd3ba0f4540473)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_22574be89e89cd29dd2968faa7516a4e = L.marker(\n",
       "                [43.775931, 11.252323],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c9c32eb9a7f3d9656cc1249120e73eba = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b31d8ee2363a469e01e18be0a6a00ae3 = $(`&lt;div id=&quot;html_b31d8ee2363a469e01e18be0a6a00ae3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;147&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C 104&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c9c32eb9a7f3d9656cc1249120e73eba.setContent(html_b31d8ee2363a469e01e18be0a6a00ae3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_22574be89e89cd29dd2968faa7516a4e.bindPopup(popup_c9c32eb9a7f3d9656cc1249120e73eba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cc6bb30f3ecef0f2d333ca7e2f632792 = L.marker(\n",
       "                [43.76581, 11.24711857],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_8541219a7dc9ae2fad808e084e1dc407 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b98560faff0e7dda53df5aa2143b39cc = $(`&lt;div id=&quot;html_b98560faff0e7dda53df5aa2143b39cc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7343&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #78&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8541219a7dc9ae2fad808e084e1dc407.setContent(html_b98560faff0e7dda53df5aa2143b39cc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cc6bb30f3ecef0f2d333ca7e2f632792.bindPopup(popup_8541219a7dc9ae2fad808e084e1dc407)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c3f447d07f29f088587a97b68ec86de0 = L.marker(\n",
       "                [43.7674384, 11.244969],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_53501f608d3caca3c779966ea8cc84a9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_205362bb60910bcd41d2de7e492e70b9 = $(`&lt;div id=&quot;html_205362bb60910bcd41d2de7e492e70b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8476&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_53501f608d3caca3c779966ea8cc84a9.setContent(html_205362bb60910bcd41d2de7e492e70b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c3f447d07f29f088587a97b68ec86de0.bindPopup(popup_53501f608d3caca3c779966ea8cc84a9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7464464f1c8b528ef980a18ec2c0d789 = L.marker(\n",
       "                [43.77294222, 11.24744556],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_513b941a22b72c070a0d747901ee5939 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b78ac21425b7ebf6b6e9353b840d7574 = $(`&lt;div id=&quot;html_b78ac21425b7ebf6b6e9353b840d7574&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5514&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_513b941a22b72c070a0d747901ee5939.setContent(html_b78ac21425b7ebf6b6e9353b840d7574);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7464464f1c8b528ef980a18ec2c0d789.bindPopup(popup_513b941a22b72c070a0d747901ee5939)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5216f0a288769f26f8892ab2f84151c7 = L.marker(\n",
       "                [43.76800359, 11.24089635],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_2071a61d4fb7be18215648c29fe3ce76 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_699b2261cf4899e9a4781acd8b8b1b0e = $(`&lt;div id=&quot;html_699b2261cf4899e9a4781acd8b8b1b0e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #147&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2071a61d4fb7be18215648c29fe3ce76.setContent(html_699b2261cf4899e9a4781acd8b8b1b0e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5216f0a288769f26f8892ab2f84151c7.bindPopup(popup_2071a61d4fb7be18215648c29fe3ce76)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b487899b8194a8c670cb3b20eec7830c = L.marker(\n",
       "                [43.770728, 11.270409],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_dd030818c73e65e685ee8609f34004c1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a5c1e7a23decaad3233db208b43147e8 = $(`&lt;div id=&quot;html_a5c1e7a23decaad3233db208b43147e8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2030&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #105 [or 121]&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dd030818c73e65e685ee8609f34004c1.setContent(html_a5c1e7a23decaad3233db208b43147e8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b487899b8194a8c670cb3b20eec7830c.bindPopup(popup_dd030818c73e65e685ee8609f34004c1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_908776864fbedc97844e6ae98d0cadb4 = L.marker(\n",
       "                [43.77714732, 11.25429326],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_4c091bb8ece6aa8b208cf69fe71c18be = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_09d0ad41264681e7257018b5127e9af1 = $(`&lt;div id=&quot;html_09d0ad41264681e7257018b5127e9af1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;400&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #42&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;rivenditore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4c091bb8ece6aa8b208cf69fe71c18be.setContent(html_09d0ad41264681e7257018b5127e9af1);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_908776864fbedc97844e6ae98d0cadb4.bindPopup(popup_4c091bb8ece6aa8b208cf69fe71c18be)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9d77f24f591959ab35334130e2a309e5 = L.marker(\n",
       "                [43.78140888, 11.260031],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_4f5f6aa6d91d4ea1ec0d6779120bfcb8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_004b40af03319c99a4be5ddc4648905e = $(`&lt;div id=&quot;html_004b40af03319c99a4be5ddc4648905e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1098&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #53&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;battilano&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4f5f6aa6d91d4ea1ec0d6779120bfcb8.setContent(html_004b40af03319c99a4be5ddc4648905e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9d77f24f591959ab35334130e2a309e5.bindPopup(popup_4f5f6aa6d91d4ea1ec0d6779120bfcb8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_803ccd5d97ba194f6af1d638cef2c83c = L.marker(\n",
       "                [43.76968667, 11.242858],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7c972baa8f745c21c703217bb9826b94 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_67fea7ffafa6db1f6404a5a5c855e0d9 = $(`&lt;div id=&quot;html_67fea7ffafa6db1f6404a5a5c855e0d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8063&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7c972baa8f745c21c703217bb9826b94.setContent(html_67fea7ffafa6db1f6404a5a5c855e0d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_803ccd5d97ba194f6af1d638cef2c83c.bindPopup(popup_7c972baa8f745c21c703217bb9826b94)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3a0340fd5f0badd4078f8461bb6a70c0 = L.marker(\n",
       "                [43.763872, 11.245746],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a2a336d546546a02e8942b7eb671ef95 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8c856b835dcf638edeffb8e1a882b0b0 = $(`&lt;div id=&quot;html_8c856b835dcf638edeffb8e1a882b0b0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7160&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #13&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a2a336d546546a02e8942b7eb671ef95.setContent(html_8c856b835dcf638edeffb8e1a882b0b0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3a0340fd5f0badd4078f8461bb6a70c0.bindPopup(popup_a2a336d546546a02e8942b7eb671ef95)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a8bc29162ae78f104de7b392e3fae69a = L.marker(\n",
       "                [43.76521889, 11.24484333],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_6f6946e57816abbfd0fd132aec663b17 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d4c41ad8c851bd31e0536dfcadcb453f = $(`&lt;div id=&quot;html_d4c41ad8c851bd31e0536dfcadcb453f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7322&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #13&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;rivenditore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6f6946e57816abbfd0fd132aec663b17.setContent(html_d4c41ad8c851bd31e0536dfcadcb453f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a8bc29162ae78f104de7b392e3fae69a.bindPopup(popup_6f6946e57816abbfd0fd132aec663b17)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_756a0ad279ad2cdd9b7542f61893dfd3 = L.marker(\n",
       "                [43.76386563, 11.26206188],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_3d8633f9e7e10481b930c4d48e7e8c80 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cf50955cbc774e7edb4c0d387c8861ef = $(`&lt;div id=&quot;html_cf50955cbc774e7edb4c0d387c8861ef&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6161&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #13&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3d8633f9e7e10481b930c4d48e7e8c80.setContent(html_cf50955cbc774e7edb4c0d387c8861ef);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_756a0ad279ad2cdd9b7542f61893dfd3.bindPopup(popup_3d8633f9e7e10481b930c4d48e7e8c80)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c307fc0ff6ea27bdfd6e77060481ef21 = L.marker(\n",
       "                [43.78036243, 11.25901252],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_69f626e268bd6cbec02d54902a9141d4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cb819df0a9c82a8df7c059def136d8fd = $(`&lt;div id=&quot;html_cb819df0a9c82a8df7c059def136d8fd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1203&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;calzolaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69f626e268bd6cbec02d54902a9141d4.setContent(html_cb819df0a9c82a8df7c059def136d8fd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c307fc0ff6ea27bdfd6e77060481ef21.bindPopup(popup_69f626e268bd6cbec02d54902a9141d4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_456d0f129f37bc752aa2c5a96de6a154 = L.marker(\n",
       "                [43.77592314, 11.24932725],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a931a0afc3d4a0cf1442d3d284e6c67b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9fb8d0c3119df3f80f1dbc97788dd69f = $(`&lt;div id=&quot;html_9fb8d0c3119df3f80f1dbc97788dd69f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4441&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a931a0afc3d4a0cf1442d3d284e6c67b.setContent(html_9fb8d0c3119df3f80f1dbc97788dd69f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_456d0f129f37bc752aa2c5a96de6a154.bindPopup(popup_a931a0afc3d4a0cf1442d3d284e6c67b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0308d13873895aa10f643f25524a72fb = L.marker(\n",
       "                [43.77368155, 11.26281945],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a57055f57c31e6f21ee396c90917aed8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a8898253d53540e231068c9cb0a66415 = $(`&lt;div id=&quot;html_a8898253d53540e231068c9cb0a66415&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2088&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a57055f57c31e6f21ee396c90917aed8.setContent(html_a8898253d53540e231068c9cb0a66415);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0308d13873895aa10f643f25524a72fb.bindPopup(popup_a57055f57c31e6f21ee396c90917aed8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_135dec6da46207e03ab1b7320b286101 = L.marker(\n",
       "                [43.76489, 11.244635],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_493565dd2abad76e84fb8a21cc76cea7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d2ad72e1ed9a4d724634b85a41dd625e = $(`&lt;div id=&quot;html_d2ad72e1ed9a4d724634b85a41dd625e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7389&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #110&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;pettinagnolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_493565dd2abad76e84fb8a21cc76cea7.setContent(html_d2ad72e1ed9a4d724634b85a41dd625e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_135dec6da46207e03ab1b7320b286101.bindPopup(popup_493565dd2abad76e84fb8a21cc76cea7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_71e287a34247aee4a91ebb2fcb111b3a = L.marker(\n",
       "                [43.76512667, 11.24469333],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_98a4a20cf6c8b1a9a19db7467131f785 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_13bb3829ab440839f42c9360ce56e2b9 = $(`&lt;div id=&quot;html_13bb3829ab440839f42c9360ce56e2b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7447&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #110&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore di broccati&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_98a4a20cf6c8b1a9a19db7467131f785.setContent(html_13bb3829ab440839f42c9360ce56e2b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_71e287a34247aee4a91ebb2fcb111b3a.bindPopup(popup_98a4a20cf6c8b1a9a19db7467131f785)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fad0e3e48c67963e02073adf2ca22e49 = L.marker(\n",
       "                [43.767224, 11.2454736],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7261d057e1ae816fd082b6fbfc848140 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9bc045c034b65e07487873babd195d35 = $(`&lt;div id=&quot;html_9bc045c034b65e07487873babd195d35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7555&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #110&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7261d057e1ae816fd082b6fbfc848140.setContent(html_9bc045c034b65e07487873babd195d35);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fad0e3e48c67963e02073adf2ca22e49.bindPopup(popup_7261d057e1ae816fd082b6fbfc848140)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_83884ade08170007241ea35e6660dcad = L.marker(\n",
       "                [43.76836733, 11.26484133],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_087f6bb6fe4d4d98f5a047f99268b497 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fe50e10887a090228ea19abb0ec5cd61 = $(`&lt;div id=&quot;html_fe50e10887a090228ea19abb0ec5cd61&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3069&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;portatore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_087f6bb6fe4d4d98f5a047f99268b497.setContent(html_fe50e10887a090228ea19abb0ec5cd61);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_83884ade08170007241ea35e6660dcad.bindPopup(popup_087f6bb6fe4d4d98f5a047f99268b497)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_93446438bd5a26b075dbf03e900a44b1 = L.marker(\n",
       "                [43.76945, 11.26547],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_77eb91251ba4ed5e3ddb3869e76e8543 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ddfd86a810f0f09ba1304aedc476d19b = $(`&lt;div id=&quot;html_ddfd86a810f0f09ba1304aedc476d19b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3071&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;beccaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_77eb91251ba4ed5e3ddb3869e76e8543.setContent(html_ddfd86a810f0f09ba1304aedc476d19b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_93446438bd5a26b075dbf03e900a44b1.bindPopup(popup_77eb91251ba4ed5e3ddb3869e76e8543)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a659567a298142029826ed10879821ac = L.marker(\n",
       "                [43.76851667, 11.26492667],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_d22bb51dbe46fa49aad116466f2e6b23 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_83f8f547126b1dc9305a0cb591cab8fe = $(`&lt;div id=&quot;html_83f8f547126b1dc9305a0cb591cab8fe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3155&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;servo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d22bb51dbe46fa49aad116466f2e6b23.setContent(html_83f8f547126b1dc9305a0cb591cab8fe);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a659567a298142029826ed10879821ac.bindPopup(popup_d22bb51dbe46fa49aad116466f2e6b23)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_32133ce0e1da0a88b1103f8e70f76664 = L.marker(\n",
       "                [43.768442, 11.264884],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_34f7fe41731a28a7eca048e8f563eb20 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7d665b8513147f9b0c67a2e99ba766ad = $(`&lt;div id=&quot;html_7d665b8513147f9b0c67a2e99ba766ad&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3156&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore di drappi&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_34f7fe41731a28a7eca048e8f563eb20.setContent(html_7d665b8513147f9b0c67a2e99ba766ad);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_32133ce0e1da0a88b1103f8e70f76664.bindPopup(popup_34f7fe41731a28a7eca048e8f563eb20)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_885acded90328e46a258945f3f515072 = L.marker(\n",
       "                [43.76833, 11.26482],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_95e7358452319d9cd9b2aa99251cc10b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d90c724a8584c6d73e2a733307803d9d = $(`&lt;div id=&quot;html_d90c724a8584c6d73e2a733307803d9d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3157&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;legnaiuolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_95e7358452319d9cd9b2aa99251cc10b.setContent(html_d90c724a8584c6d73e2a733307803d9d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_885acded90328e46a258945f3f515072.bindPopup(popup_95e7358452319d9cd9b2aa99251cc10b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4cabaa3cb2ed52d8ebe54c0eb130e87f = L.marker(\n",
       "                [43.76821, 11.26524],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_1f8f2166eef705e95cea17ba9a11c149 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0da3c34d48e4e1c4eb093cbb40ac9faf = $(`&lt;div id=&quot;html_0da3c34d48e4e1c4eb093cbb40ac9faf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3158&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1f8f2166eef705e95cea17ba9a11c149.setContent(html_0da3c34d48e4e1c4eb093cbb40ac9faf);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4cabaa3cb2ed52d8ebe54c0eb130e87f.bindPopup(popup_1f8f2166eef705e95cea17ba9a11c149)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_01bf22846f53e9bf56a93172f4b2a5dd = L.marker(\n",
       "                [43.77019, 11.26441],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_589ca65aefe89a58746fd3e0f93ed821 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_31e8d9f6f26da20124f6c513359ec781 = $(`&lt;div id=&quot;html_31e8d9f6f26da20124f6c513359ec781&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3177&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;cartolaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_589ca65aefe89a58746fd3e0f93ed821.setContent(html_31e8d9f6f26da20124f6c513359ec781);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_01bf22846f53e9bf56a93172f4b2a5dd.bindPopup(popup_589ca65aefe89a58746fd3e0f93ed821)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7193a9b8d47156ad093803c3e67afbe2 = L.marker(\n",
       "                [43.76840467, 11.26486267],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e2f2579672ba88f707b11736fb2f9992 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_54f14943705123f4ff8fba581a235986 = $(`&lt;div id=&quot;html_54f14943705123f4ff8fba581a235986&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3194&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e2f2579672ba88f707b11736fb2f9992.setContent(html_54f14943705123f4ff8fba581a235986);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7193a9b8d47156ad093803c3e67afbe2.bindPopup(popup_e2f2579672ba88f707b11736fb2f9992)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a35f0a6e60272fd9f820e943d80eb79c = L.marker(\n",
       "                [43.76829, 11.26496],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9709c408ce0eafcb39fe460c5807700b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2b0a5bfcdac6a98dbc0f750cf323fd37 = $(`&lt;div id=&quot;html_2b0a5bfcdac6a98dbc0f750cf323fd37&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3195&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9709c408ce0eafcb39fe460c5807700b.setContent(html_2b0a5bfcdac6a98dbc0f750cf323fd37);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a35f0a6e60272fd9f820e943d80eb79c.bindPopup(popup_9709c408ce0eafcb39fe460c5807700b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_42f76308d844e6acd56b38a7ea495f98 = L.marker(\n",
       "                [43.76847933, 11.26490533],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7550e2b1167e97e6404bb037d4a22d3c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_83b721d891e7a4550b35b43afeabea36 = $(`&lt;div id=&quot;html_83b721d891e7a4550b35b43afeabea36&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3274&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;battilano&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7550e2b1167e97e6404bb037d4a22d3c.setContent(html_83b721d891e7a4550b35b43afeabea36);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_42f76308d844e6acd56b38a7ea495f98.bindPopup(popup_7550e2b1167e97e6404bb037d4a22d3c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_68b1025f7d55daf96b44611f9ac323b4 = L.marker(\n",
       "                [43.76886, 11.265],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_39bb7d6c02d5ebadb3fdede975c6f794 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dff3d74fb99dd20358b3bfe6a8f884c2 = $(`&lt;div id=&quot;html_dff3d74fb99dd20358b3bfe6a8f884c2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3384&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;votapozzi&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_39bb7d6c02d5ebadb3fdede975c6f794.setContent(html_dff3d74fb99dd20358b3bfe6a8f884c2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_68b1025f7d55daf96b44611f9ac323b4.bindPopup(popup_39bb7d6c02d5ebadb3fdede975c6f794)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f73849647b2c9de89823705878b480d3 = L.marker(\n",
       "                [43.76825, 11.2651],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a8b93ca8dabd982cd4c546ed37124e46 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eba8e72cd5386f34f77c526a6b9654c6 = $(`&lt;div id=&quot;html_eba8e72cd5386f34f77c526a6b9654c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3385&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;spedaliero&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a8b93ca8dabd982cd4c546ed37124e46.setContent(html_eba8e72cd5386f34f77c526a6b9654c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f73849647b2c9de89823705878b480d3.bindPopup(popup_a8b93ca8dabd982cd4c546ed37124e46)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4ddb51474f3479c63ae7891b31ad500d = L.marker(\n",
       "                [43.7709685, 11.2698875],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e0384b6ce4d4e8cde0d9b0e697190290 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_efb8911d5f4e8124c496927d7e6190c0 = $(`&lt;div id=&quot;html_efb8911d5f4e8124c496927d7e6190c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2056&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;guardia&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e0384b6ce4d4e8cde0d9b0e697190290.setContent(html_efb8911d5f4e8124c496927d7e6190c0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4ddb51474f3479c63ae7891b31ad500d.bindPopup(popup_e0384b6ce4d4e8cde0d9b0e697190290)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b82a7f942328a50e765a071c548b907e = L.marker(\n",
       "                [43.77100579, 11.26971307],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_1c05aac0a7254fdaa8498242ea60e2a2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6ff93ae5539da0ee94b3052901ce347c = $(`&lt;div id=&quot;html_6ff93ae5539da0ee94b3052901ce347c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2136&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;beccaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_1c05aac0a7254fdaa8498242ea60e2a2.setContent(html_6ff93ae5539da0ee94b3052901ce347c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b82a7f942328a50e765a071c548b907e.bindPopup(popup_1c05aac0a7254fdaa8498242ea60e2a2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_339412267e37db12f5c3756fdbbf22da = L.marker(\n",
       "                [43.7740713, 11.26313274],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c391f955608244851d935dcb0b68a976 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a1c0e00c09666132c0ccd6a71794422e = $(`&lt;div id=&quot;html_a1c0e00c09666132c0ccd6a71794422e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2182&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c391f955608244851d935dcb0b68a976.setContent(html_a1c0e00c09666132c0ccd6a71794422e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_339412267e37db12f5c3756fdbbf22da.bindPopup(popup_c391f955608244851d935dcb0b68a976)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e3db20e57e379ab42501adf76d94c46a = L.marker(\n",
       "                [43.77098714, 11.26980029],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_f1e7a42a7f80f5a0942361dcd3563605 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bb6f3ae28ea2a61a6919fc20b3298bed = $(`&lt;div id=&quot;html_bb6f3ae28ea2a61a6919fc20b3298bed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2413&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;curandaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f1e7a42a7f80f5a0942361dcd3563605.setContent(html_bb6f3ae28ea2a61a6919fc20b3298bed);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e3db20e57e379ab42501adf76d94c46a.bindPopup(popup_f1e7a42a7f80f5a0942361dcd3563605)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_34a69c18236f9f24fe282556e6e232fa = L.marker(\n",
       "                [43.771152, 11.262448],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_98933f029f060bd84c5283b8281fe323 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d337944e1f44d0368c57428a92c496dd = $(`&lt;div id=&quot;html_d337944e1f44d0368c57428a92c496dd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3628&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;donzello&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_98933f029f060bd84c5283b8281fe323.setContent(html_d337944e1f44d0368c57428a92c496dd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_34a69c18236f9f24fe282556e6e232fa.bindPopup(popup_98933f029f060bd84c5283b8281fe323)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9b40ba2220347d611f30cd01a1a10917 = L.marker(\n",
       "                [43.76981, 11.25724],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b44d30fa535cfff8a15beaa4e2563467 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eeb15ae5c2b0cc702291296a7263a752 = $(`&lt;div id=&quot;html_eeb15ae5c2b0cc702291296a7263a752&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4275&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;coltellinaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b44d30fa535cfff8a15beaa4e2563467.setContent(html_eeb15ae5c2b0cc702291296a7263a752);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9b40ba2220347d611f30cd01a1a10917.bindPopup(popup_b44d30fa535cfff8a15beaa4e2563467)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dbe76920a1bb90566323eaacc5b5bee2 = L.marker(\n",
       "                [43.769925, 11.256705],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_6e0fc9f562c827c0285f383459e3f6b6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_198dbeea91a438fd3dc0d5fe77fa52d6 = $(`&lt;div id=&quot;html_198dbeea91a438fd3dc0d5fe77fa52d6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4276&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #102&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;occhialaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6e0fc9f562c827c0285f383459e3f6b6.setContent(html_198dbeea91a438fd3dc0d5fe77fa52d6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dbe76920a1bb90566323eaacc5b5bee2.bindPopup(popup_6e0fc9f562c827c0285f383459e3f6b6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_972511f4bc962a8b9ae5a25f7f52354a = L.marker(\n",
       "                [43.76582667, 11.24658],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_45d64073010dc1228dcaac752cec1eca = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b16ef1fc291a88d5775c6e7214cb6e7f = $(`&lt;div id=&quot;html_b16ef1fc291a88d5775c6e7214cb6e7f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7630&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #114&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_45d64073010dc1228dcaac752cec1eca.setContent(html_b16ef1fc291a88d5775c6e7214cb6e7f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_972511f4bc962a8b9ae5a25f7f52354a.bindPopup(popup_45d64073010dc1228dcaac752cec1eca)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b7e4eb814380d8c3d57553145117d437 = L.marker(\n",
       "                [43.768982, 11.242736],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_68dc02a7cdd3686659af41546dfe56bd = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4f9e0e07523dafdc6eb88761d18c4783 = $(`&lt;div id=&quot;html_4f9e0e07523dafdc6eb88761d18c4783&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8289&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #58&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;battilano&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_68dc02a7cdd3686659af41546dfe56bd.setContent(html_4f9e0e07523dafdc6eb88761d18c4783);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b7e4eb814380d8c3d57553145117d437.bindPopup(popup_68dc02a7cdd3686659af41546dfe56bd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_400ad90435bc78e54d79ed69fd1d2d0d = L.marker(\n",
       "                [43.769388, 11.244695],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c98644b3795813d8415d3a27583945f6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_419a3b8888ca352380f57f76cb40c98c = $(`&lt;div id=&quot;html_419a3b8888ca352380f57f76cb40c98c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8486&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #58&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;manouale&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c98644b3795813d8415d3a27583945f6.setContent(html_419a3b8888ca352380f57f76cb40c98c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_400ad90435bc78e54d79ed69fd1d2d0d.bindPopup(popup_c98644b3795813d8415d3a27583945f6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3d4a1472367ae613bee533fca44ef636 = L.marker(\n",
       "                [43.77036985, 11.24205892],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e083ed9457b58abb8d1fcb1d135d306c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_986cb8c4032d6597cd69a5d927aeb03c = $(`&lt;div id=&quot;html_986cb8c4032d6597cd69a5d927aeb03c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8315&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #58&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;minugiaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e083ed9457b58abb8d1fcb1d135d306c.setContent(html_986cb8c4032d6597cd69a5d927aeb03c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3d4a1472367ae613bee533fca44ef636.bindPopup(popup_e083ed9457b58abb8d1fcb1d135d306c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dc2438097159f849fd26fb570728d539 = L.marker(\n",
       "                [43.769331, 11.24549767],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_fea4c5dd20c1046a6b5ff15559fe27d7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_915c2c2a959df85c191f544cac6ecca9 = $(`&lt;div id=&quot;html_915c2c2a959df85c191f544cac6ecca9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8509&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #58&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;fornaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_fea4c5dd20c1046a6b5ff15559fe27d7.setContent(html_915c2c2a959df85c191f544cac6ecca9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dc2438097159f849fd26fb570728d539.bindPopup(popup_fea4c5dd20c1046a6b5ff15559fe27d7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_65f555a155aa72ce307de9a980e3b62e = L.marker(\n",
       "                [43.77837788, 11.254472],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_0d248712d34eafeab26dedede1220d0b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9563b36976dedd3736b6b39b07bcf7d9 = $(`&lt;div id=&quot;html_9563b36976dedd3736b6b39b07bcf7d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;517&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0d248712d34eafeab26dedede1220d0b.setContent(html_9563b36976dedd3736b6b39b07bcf7d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_65f555a155aa72ce307de9a980e3b62e.bindPopup(popup_0d248712d34eafeab26dedede1220d0b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_31faf357ca5581475c208ad454f4d58a = L.marker(\n",
       "                [43.77051125, 11.262585],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_83612e4001c9480849f0b2a9eeed071d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4f047a40edd392f9ec1ab7ad626facde = $(`&lt;div id=&quot;html_4f047a40edd392f9ec1ab7ad626facde&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4784&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_83612e4001c9480849f0b2a9eeed071d.setContent(html_4f047a40edd392f9ec1ab7ad626facde);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_31faf357ca5581475c208ad454f4d58a.bindPopup(popup_83612e4001c9480849f0b2a9eeed071d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1a6cf2f83799a389369e02022629c6c4 = L.marker(\n",
       "                [43.772431, 11.253561],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b5178fe90c702d24e85eda7be3ddb64d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_460136a1f9161eb46519b3b3515b1241 = $(`&lt;div id=&quot;html_460136a1f9161eb46519b3b3515b1241&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1004&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;oste&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b5178fe90c702d24e85eda7be3ddb64d.setContent(html_460136a1f9161eb46519b3b3515b1241);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1a6cf2f83799a389369e02022629c6c4.bindPopup(popup_b5178fe90c702d24e85eda7be3ddb64d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_023edb5ed3e7122cdb3c8b67f50795ff = L.marker(\n",
       "                [43.77422106, 11.25488759],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7a5de8cc1b640b8c54d388a348513cd3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e8fe09caffce1cd67ef54910c4b933af = $(`&lt;div id=&quot;html_e8fe09caffce1cd67ef54910c4b933af&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1214&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;sarto&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7a5de8cc1b640b8c54d388a348513cd3.setContent(html_e8fe09caffce1cd67ef54910c4b933af);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_023edb5ed3e7122cdb3c8b67f50795ff.bindPopup(popup_7a5de8cc1b640b8c54d388a348513cd3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9fef952fe9173d28410f012e45db619e = L.marker(\n",
       "                [43.77251823, 11.26522828],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_23daaffb3086de9521f12c4e19bd09de = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3d84f0d5ee4c5085ba5d369d2cb96ec6 = $(`&lt;div id=&quot;html_3d84f0d5ee4c5085ba5d369d2cb96ec6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2776&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #41&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_23daaffb3086de9521f12c4e19bd09de.setContent(html_3d84f0d5ee4c5085ba5d369d2cb96ec6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9fef952fe9173d28410f012e45db619e.bindPopup(popup_23daaffb3086de9521f12c4e19bd09de)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9064fc1a48e3f714fb403a7b3aafed83 = L.marker(\n",
       "                [43.777438, 11.253398],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9ebf555e063ac20aebe09930f7a666a1 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3c14b0e30b4e69e9b999fe60958f7596 = $(`&lt;div id=&quot;html_3c14b0e30b4e69e9b999fe60958f7596&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;47&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #61&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;ciabattino&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9ebf555e063ac20aebe09930f7a666a1.setContent(html_3c14b0e30b4e69e9b999fe60958f7596);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9064fc1a48e3f714fb403a7b3aafed83.bindPopup(popup_9ebf555e063ac20aebe09930f7a666a1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fd8593c95006d35f9360dd3a77bd45c6 = L.marker(\n",
       "                [43.77206267, 11.26117733],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_3a94ebbe567e12c04096c6e49e234857 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_690b01f88c698e601a55b9c3d131a8d8 = $(`&lt;div id=&quot;html_690b01f88c698e601a55b9c3d131a8d8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2122&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #61&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;divettino&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3a94ebbe567e12c04096c6e49e234857.setContent(html_690b01f88c698e601a55b9c3d131a8d8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fd8593c95006d35f9360dd3a77bd45c6.bindPopup(popup_3a94ebbe567e12c04096c6e49e234857)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1769bab67806fb258382666845724f0c = L.marker(\n",
       "                [43.77092867, 11.26371433],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a5914c8ba58621803736e84f9f96e921 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c74757e506fe46d24146d18934e81f3f = $(`&lt;div id=&quot;html_c74757e506fe46d24146d18934e81f3f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3124&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #61&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;legnaiuolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a5914c8ba58621803736e84f9f96e921.setContent(html_c74757e506fe46d24146d18934e81f3f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1769bab67806fb258382666845724f0c.bindPopup(popup_a5914c8ba58621803736e84f9f96e921)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b8f108b80ff95eab0a966b5b619e67da = L.marker(\n",
       "                [43.77706373, 11.24898549],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_ea6d3ce05dad29e83719e42bdcd71669 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_65bed29cdd5134675cdca637fa77a966 = $(`&lt;div id=&quot;html_65bed29cdd5134675cdca637fa77a966&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4501&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #6&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;fattorino&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ea6d3ce05dad29e83719e42bdcd71669.setContent(html_65bed29cdd5134675cdca637fa77a966);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b8f108b80ff95eab0a966b5b619e67da.bindPopup(popup_ea6d3ce05dad29e83719e42bdcd71669)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0468082d2eb9e8c3ca7d4a343b4ae863 = L.marker(\n",
       "                [43.771575, 11.265926],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_27389594918231622b0743d72e600a3d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_15ff164b93dd17d3bac1827d680de843 = $(`&lt;div id=&quot;html_15ff164b93dd17d3bac1827d680de843&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2873&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_27389594918231622b0743d72e600a3d.setContent(html_15ff164b93dd17d3bac1827d680de843);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0468082d2eb9e8c3ca7d4a343b4ae863.bindPopup(popup_27389594918231622b0743d72e600a3d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a572d58c73fe7cf6c32aafc45afc7dc2 = L.marker(\n",
       "                [43.768454, 11.257542],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_aa3349dc3f69c35ec9c577105f03c15c = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3e7db6abe6ece5a84a0fd5c007c6beb4 = $(`&lt;div id=&quot;html_3e7db6abe6ece5a84a0fd5c007c6beb4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4758&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_aa3349dc3f69c35ec9c577105f03c15c.setContent(html_3e7db6abe6ece5a84a0fd5c007c6beb4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a572d58c73fe7cf6c32aafc45afc7dc2.bindPopup(popup_aa3349dc3f69c35ec9c577105f03c15c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b9059d6f6d3be224917546cec8dbd273 = L.marker(\n",
       "                [43.77538, 11.24949],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_6a58baa2543715299fccebaa7408cb78 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_25ae393ff598dbdeeaf445f25723fdd2 = $(`&lt;div id=&quot;html_25ae393ff598dbdeeaf445f25723fdd2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4024&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6a58baa2543715299fccebaa7408cb78.setContent(html_25ae393ff598dbdeeaf445f25723fdd2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b9059d6f6d3be224917546cec8dbd273.bindPopup(popup_6a58baa2543715299fccebaa7408cb78)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fee91236a58b5931333cf12df1aee378 = L.marker(\n",
       "                [43.77695321, 11.25422064],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b1586042cc7c0b36f78a39106c505854 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f2cbe89d580f66608b35d0ce1c28124f = $(`&lt;div id=&quot;html_f2cbe89d580f66608b35d0ce1c28124f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;283&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #156&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b1586042cc7c0b36f78a39106c505854.setContent(html_f2cbe89d580f66608b35d0ce1c28124f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fee91236a58b5931333cf12df1aee378.bindPopup(popup_b1586042cc7c0b36f78a39106c505854)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7a95cf9eb05a75005159cbb2ebbe6c84 = L.marker(\n",
       "                [43.77731413, 11.25176996],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_f3a3b73cef8b4a8b694c6f507d0ceaf8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b03784316dc80daeac7f78adf3f563b5 = $(`&lt;div id=&quot;html_b03784316dc80daeac7f78adf3f563b5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;41&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f3a3b73cef8b4a8b694c6f507d0ceaf8.setContent(html_b03784316dc80daeac7f78adf3f563b5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7a95cf9eb05a75005159cbb2ebbe6c84.bindPopup(popup_f3a3b73cef8b4a8b694c6f507d0ceaf8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f7a28abaa828df013d110e9faaceaa6a = L.marker(\n",
       "                [43.77295667, 11.25918333],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b21e26a61f466bfc2797710a3ad623fc = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_828b2bcbbbab79b3bb54754494256882 = $(`&lt;div id=&quot;html_828b2bcbbbab79b3bb54754494256882&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2002&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b21e26a61f466bfc2797710a3ad623fc.setContent(html_828b2bcbbbab79b3bb54754494256882);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f7a28abaa828df013d110e9faaceaa6a.bindPopup(popup_b21e26a61f466bfc2797710a3ad623fc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f388baa15c608bfd84c5fb5162331d80 = L.marker(\n",
       "                [43.772025, 11.24917],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e3d7f2ba59d32108b45735f69b85e5ae = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_42fb67a0fedbb6768277b253a5bd13ad = $(`&lt;div id=&quot;html_42fb67a0fedbb6768277b253a5bd13ad&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5222&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #2&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e3d7f2ba59d32108b45735f69b85e5ae.setContent(html_42fb67a0fedbb6768277b253a5bd13ad);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f388baa15c608bfd84c5fb5162331d80.bindPopup(popup_e3d7f2ba59d32108b45735f69b85e5ae)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fad6e97596bd0e7aa77a5e55e67f0568 = L.marker(\n",
       "                [43.76572779, 11.24389164],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e569e4c74d55b3ea023ef26914295817 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9a71d30624231b819dc163ae00156f25 = $(`&lt;div id=&quot;html_9a71d30624231b819dc163ae00156f25&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;7374&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #2&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore di drappi&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e569e4c74d55b3ea023ef26914295817.setContent(html_9a71d30624231b819dc163ae00156f25);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fad6e97596bd0e7aa77a5e55e67f0568.bindPopup(popup_e569e4c74d55b3ea023ef26914295817)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7b10eee52023b6ee68a9f753c6f22acf = L.marker(\n",
       "                [43.76868867, 11.24354133],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_064058829c591af1a164c60f0da38017 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ffb3b3cb34f0391a611c4c09e08d3a13 = $(`&lt;div id=&quot;html_ffb3b3cb34f0391a611c4c09e08d3a13&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8490&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #2&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_064058829c591af1a164c60f0da38017.setContent(html_ffb3b3cb34f0391a611c4c09e08d3a13);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7b10eee52023b6ee68a9f753c6f22acf.bindPopup(popup_064058829c591af1a164c60f0da38017)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2af4bf30e5eff397230f8344afd837e9 = L.marker(\n",
       "                [43.76966957, 11.24372429],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_deca761c2b04bbee469151e55995d47e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_945278a949fa84e9f2bc4abdcb30f7ff = $(`&lt;div id=&quot;html_945278a949fa84e9f2bc4abdcb30f7ff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8531&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #2&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_deca761c2b04bbee469151e55995d47e.setContent(html_945278a949fa84e9f2bc4abdcb30f7ff);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2af4bf30e5eff397230f8344afd837e9.bindPopup(popup_deca761c2b04bbee469151e55995d47e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ea6747cc56383add5bf37fcb6b0a3002 = L.marker(\n",
       "                [43.771942, 11.252478],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_6b9e29d7724cc1eb9d4482afa28b1e74 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_269791cd5a1045302b538e8bc3547497 = $(`&lt;div id=&quot;html_269791cd5a1045302b538e8bc3547497&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6044&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #50&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;pollaiuolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6b9e29d7724cc1eb9d4482afa28b1e74.setContent(html_269791cd5a1045302b538e8bc3547497);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ea6747cc56383add5bf37fcb6b0a3002.bindPopup(popup_6b9e29d7724cc1eb9d4482afa28b1e74)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c10d07ad1cdd19a8e188d17ab5bd1e65 = L.marker(\n",
       "                [43.76976343, 11.24340071],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_93dd4130fb876c4efa6a420e5008baa4 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_39ef48d9949a9b0705b5ea7e1ca7fa39 = $(`&lt;div id=&quot;html_39ef48d9949a9b0705b5ea7e1ca7fa39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8431&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C 105&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;oste&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_93dd4130fb876c4efa6a420e5008baa4.setContent(html_39ef48d9949a9b0705b5ea7e1ca7fa39);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c10d07ad1cdd19a8e188d17ab5bd1e65.bindPopup(popup_93dd4130fb876c4efa6a420e5008baa4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d48ad9dac7c3ea611c735a7ec7b9074e = L.marker(\n",
       "                [43.76669727, 11.25292636],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_f076d74a03d7b30f7a2fe5826b4c8510 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_10b99f242fb0b945ade7483124739928 = $(`&lt;div id=&quot;html_10b99f242fb0b945ade7483124739928&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6016&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #9&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;fornaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f076d74a03d7b30f7a2fe5826b4c8510.setContent(html_10b99f242fb0b945ade7483124739928);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d48ad9dac7c3ea611c735a7ec7b9074e.bindPopup(popup_f076d74a03d7b30f7a2fe5826b4c8510)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_46d634bc26bd5d9f6f729cb0a714eeb6 = L.marker(\n",
       "                [43.772855, 11.244225],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_5d9a1f7559580d7dbbb335c4c5e08c78 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_32ca9cd4cf5a2268cabe273bb15b9fa7 = $(`&lt;div id=&quot;html_32ca9cd4cf5a2268cabe273bb15b9fa7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5045&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #22&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5d9a1f7559580d7dbbb335c4c5e08c78.setContent(html_32ca9cd4cf5a2268cabe273bb15b9fa7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_46d634bc26bd5d9f6f729cb0a714eeb6.bindPopup(popup_5d9a1f7559580d7dbbb335c4c5e08c78)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_243fde2835721a6282d4b8dc59d09bc6 = L.marker(\n",
       "                [43.7727865, 11.2443315],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_aa88421a0aaba54d43ce5b7d6dff6f3a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_276ba24923c7e593711b95752449b1a3 = $(`&lt;div id=&quot;html_276ba24923c7e593711b95752449b1a3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5071&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #22&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_aa88421a0aaba54d43ce5b7d6dff6f3a.setContent(html_276ba24923c7e593711b95752449b1a3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_243fde2835721a6282d4b8dc59d09bc6.bindPopup(popup_aa88421a0aaba54d43ce5b7d6dff6f3a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c1618d8a7539fe5ec815b47248a61158 = L.marker(\n",
       "                [43.772718, 11.244438],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_4e5aee16ba53f302faed1c824c804311 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c6211bdea274755435a7e3af15ae2fde = $(`&lt;div id=&quot;html_c6211bdea274755435a7e3af15ae2fde&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5264&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #22&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4e5aee16ba53f302faed1c824c804311.setContent(html_c6211bdea274755435a7e3af15ae2fde);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c1618d8a7539fe5ec815b47248a61158.bindPopup(popup_4e5aee16ba53f302faed1c824c804311)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f27cdfabcfeb6ddb0b3f4a602bf38ff0 = L.marker(\n",
       "                [43.77717333, 11.26219133],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_3fc1e15b2c654c3142034c37cdbf303a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_84ced012b05f34e30156c07401131d15 = $(`&lt;div id=&quot;html_84ced012b05f34e30156c07401131d15&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1667&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_3fc1e15b2c654c3142034c37cdbf303a.setContent(html_84ced012b05f34e30156c07401131d15);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f27cdfabcfeb6ddb0b3f4a602bf38ff0.bindPopup(popup_3fc1e15b2c654c3142034c37cdbf303a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ac921d568c6e035959f487216ad92cb5 = L.marker(\n",
       "                [43.77779886, 11.253971],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_f2e7997685248ac0d53cdd72900b74bf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1ee47d09d1b84389c065dab5ec8b3fda = $(`&lt;div id=&quot;html_1ee47d09d1b84389c065dab5ec8b3fda&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;131&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #42&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f2e7997685248ac0d53cdd72900b74bf.setContent(html_1ee47d09d1b84389c065dab5ec8b3fda);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ac921d568c6e035959f487216ad92cb5.bindPopup(popup_f2e7997685248ac0d53cdd72900b74bf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_49dbafaa5236f9b32fef3c522165b4ae = L.marker(\n",
       "                [43.77775557, 11.2539],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_908e863a8e5051a123d8608eeab76b2e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d2ec09a5d06d32e01d468d3e483984fc = $(`&lt;div id=&quot;html_d2ec09a5d06d32e01d468d3e483984fc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;554&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #42&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;esattore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_908e863a8e5051a123d8608eeab76b2e.setContent(html_d2ec09a5d06d32e01d468d3e483984fc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_49dbafaa5236f9b32fef3c522165b4ae.bindPopup(popup_908e863a8e5051a123d8608eeab76b2e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9600ddef2e249a48691b87f5bf4cb6e5 = L.marker(\n",
       "                [43.776641, 11.25262992],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_d0ec3b82e1ff5c7d9b725fc66140e8e3 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6a601a27c9a0a46fb1543b4ce2003c3b = $(`&lt;div id=&quot;html_6a601a27c9a0a46fb1543b4ce2003c3b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;582&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #42&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d0ec3b82e1ff5c7d9b725fc66140e8e3.setContent(html_6a601a27c9a0a46fb1543b4ce2003c3b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9600ddef2e249a48691b87f5bf4cb6e5.bindPopup(popup_d0ec3b82e1ff5c7d9b725fc66140e8e3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_be498e1641c9fc57c3bbe9b860cf0569 = L.marker(\n",
       "                [43.76835491, 11.24107655],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7a312e476d7e7adae343e8fa04e91a47 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_63e07e3c571f03f870d08dcc824728f6 = $(`&lt;div id=&quot;html_63e07e3c571f03f870d08dcc824728f6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8351&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;torcitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7a312e476d7e7adae343e8fa04e91a47.setContent(html_63e07e3c571f03f870d08dcc824728f6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_be498e1641c9fc57c3bbe9b860cf0569.bindPopup(popup_7a312e476d7e7adae343e8fa04e91a47)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0435f6cf4f050267a2a8b0eacd6ffaa3 = L.marker(\n",
       "                [43.77713761, 11.26215561],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e0be63ca8ade25b4e88f34937a7ba6c6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b67c63cfcbcbdcf14a353da56756fe8d = $(`&lt;div id=&quot;html_b67c63cfcbcbdcf14a353da56756fe8d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1443&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;2006 AMF Confraternity Itinerary&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e0be63ca8ade25b4e88f34937a7ba6c6.setContent(html_b67c63cfcbcbdcf14a353da56756fe8d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0435f6cf4f050267a2a8b0eacd6ffaa3.bindPopup(popup_e0be63ca8ade25b4e88f34937a7ba6c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d607d4b2a65c0f78c0616c543ff598ab = L.marker(\n",
       "                [43.764344, 11.25503],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c566d5995841a331bb51513278d19582 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9313f350fd919518e9abd095dce19e45 = $(`&lt;div id=&quot;html_9313f350fd919518e9abd095dce19e45&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6027&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c566d5995841a331bb51513278d19582.setContent(html_9313f350fd919518e9abd095dce19e45);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d607d4b2a65c0f78c0616c543ff598ab.bindPopup(popup_c566d5995841a331bb51513278d19582)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_265f354423c2ca0112a271441b6df029 = L.marker(\n",
       "                [43.76656545, 11.25341727],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b902cb3d2983bf67fc914f3b8a66f28e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6d60f6ff6c2b6e28d35dbe44068cd8fb = $(`&lt;div id=&quot;html_6d60f6ff6c2b6e28d35dbe44068cd8fb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6324&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;barbiere&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b902cb3d2983bf67fc914f3b8a66f28e.setContent(html_6d60f6ff6c2b6e28d35dbe44068cd8fb);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_265f354423c2ca0112a271441b6df029.bindPopup(popup_b902cb3d2983bf67fc914f3b8a66f28e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cbd7c181335595274987981d364f2332 = L.marker(\n",
       "                [43.76648625, 11.254495],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_5c30333132019281f35177ac9153544b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_07d18b1d5dbf85486a2247e5c668126a = $(`&lt;div id=&quot;html_07d18b1d5dbf85486a2247e5c668126a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6180&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5c30333132019281f35177ac9153544b.setContent(html_07d18b1d5dbf85486a2247e5c668126a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cbd7c181335595274987981d364f2332.bindPopup(popup_5c30333132019281f35177ac9153544b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_10d866bd1b70a05f5f7ab6febf8376d4 = L.marker(\n",
       "                [43.773077, 11.263158],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c3386f0117ef0e61c28679a0a92f6e8d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f72039f537752cad8745fc007449e4f9 = $(`&lt;div id=&quot;html_f72039f537752cad8745fc007449e4f9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2300&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #66&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c3386f0117ef0e61c28679a0a92f6e8d.setContent(html_f72039f537752cad8745fc007449e4f9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_10d866bd1b70a05f5f7ab6febf8376d4.bindPopup(popup_c3386f0117ef0e61c28679a0a92f6e8d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_52ec1fbee07b70068d201687472621cd = L.marker(\n",
       "                [43.77289553, 11.26334247],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_b364c6c77cb74cda46e9850e59c10b30 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5540d631b6de135b250547a8da121035 = $(`&lt;div id=&quot;html_5540d631b6de135b250547a8da121035&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2673&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #66&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_b364c6c77cb74cda46e9850e59c10b30.setContent(html_5540d631b6de135b250547a8da121035);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_52ec1fbee07b70068d201687472621cd.bindPopup(popup_b364c6c77cb74cda46e9850e59c10b30)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_67c8a5a40305731cfec20442c77c8d3e = L.marker(\n",
       "                [43.77034154, 11.24215077],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_97a5ca4fdb9eb3721726a57ccb143910 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7dd487d7a0580ef0f50cc0b4eb59aacc = $(`&lt;div id=&quot;html_7dd487d7a0580ef0f50cc0b4eb59aacc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8024&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #66&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;funaiuolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_97a5ca4fdb9eb3721726a57ccb143910.setContent(html_7dd487d7a0580ef0f50cc0b4eb59aacc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_67c8a5a40305731cfec20442c77c8d3e.bindPopup(popup_97a5ca4fdb9eb3721726a57ccb143910)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f52374a7b4c4f5c87162a99ced925f7d = L.marker(\n",
       "                [43.77198, 11.252595],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e0592df39e1ecbc68bcd40c323ca3ead = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d9f11b0cd5cdefcfba7c85a686b9e3ed = $(`&lt;div id=&quot;html_d9f11b0cd5cdefcfba7c85a686b9e3ed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6233&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #66&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;fornaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e0592df39e1ecbc68bcd40c323ca3ead.setContent(html_d9f11b0cd5cdefcfba7c85a686b9e3ed);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f52374a7b4c4f5c87162a99ced925f7d.bindPopup(popup_e0592df39e1ecbc68bcd40c323ca3ead)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b3c07a6682843419d60054e39df75810 = L.marker(\n",
       "                [43.77497133, 11.26411667],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_63d22e7b7f3c72e21d88dd9ba3e73897 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_db36be46d09b1d506469d4283d1ca202 = $(`&lt;div id=&quot;html_db36be46d09b1d506469d4283d1ca202&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1588&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #66&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_63d22e7b7f3c72e21d88dd9ba3e73897.setContent(html_db36be46d09b1d506469d4283d1ca202);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b3c07a6682843419d60054e39df75810.bindPopup(popup_63d22e7b7f3c72e21d88dd9ba3e73897)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_228577f8a7260f1dc97eecec71312473 = L.marker(\n",
       "                [43.767332, 11.24068],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_8c3fde144a9c4cc5f690bba066a36c30 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b78edf5dc33913fa5607c6eedc85c2b0 = $(`&lt;div id=&quot;html_b78edf5dc33913fa5607c6eedc85c2b0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8038&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #103&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_8c3fde144a9c4cc5f690bba066a36c30.setContent(html_b78edf5dc33913fa5607c6eedc85c2b0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_228577f8a7260f1dc97eecec71312473.bindPopup(popup_8c3fde144a9c4cc5f690bba066a36c30)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_99fc28dc23561aad03e8925109b161bc = L.marker(\n",
       "                [43.76856, 11.26649],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_53fc1419a836b3681d5b19e118d03536 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7b60787eb61cd1b4e60214255250d9d2 = $(`&lt;div id=&quot;html_7b60787eb61cd1b4e60214255250d9d2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3072&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #103&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;contadino&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_53fc1419a836b3681d5b19e118d03536.setContent(html_7b60787eb61cd1b4e60214255250d9d2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_99fc28dc23561aad03e8925109b161bc.bindPopup(popup_53fc1419a836b3681d5b19e118d03536)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bab36354f02479fa4a4745869990d1d0 = L.marker(\n",
       "                [43.76807, 11.2658],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_bb4ecd3af0c35a99d0804c50b27f2748 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8b2cfbf90edc62be33f9f147a6d97724 = $(`&lt;div id=&quot;html_8b2cfbf90edc62be33f9f147a6d97724&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3203&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #103&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;prete e cappellano&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bb4ecd3af0c35a99d0804c50b27f2748.setContent(html_8b2cfbf90edc62be33f9f147a6d97724);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bab36354f02479fa4a4745869990d1d0.bindPopup(popup_bb4ecd3af0c35a99d0804c50b27f2748)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dc168aa589a751010e1210576c9bc21b = L.marker(\n",
       "                [43.772771, 11.253926],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_58949fe2b581b383c3d022da1c5a3adc = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_51fbd982ec59a9b8e9fb7194bfedcfa6 = $(`&lt;div id=&quot;html_51fbd982ec59a9b8e9fb7194bfedcfa6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1612&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #103&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;rigattiere&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_58949fe2b581b383c3d022da1c5a3adc.setContent(html_51fbd982ec59a9b8e9fb7194bfedcfa6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dc168aa589a751010e1210576c9bc21b.bindPopup(popup_58949fe2b581b383c3d022da1c5a3adc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_36e790ba819c52841b4684fce1b7a2c5 = L.marker(\n",
       "                [43.76871188, 11.24295313],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_f2da94a6c1e20b1f61f3afb09a1b3758 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8f3629ef895ea75b9e1319c1bf8d5a1d = $(`&lt;div id=&quot;html_8f3629ef895ea75b9e1319c1bf8d5a1d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8432&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #103&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;merciaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_f2da94a6c1e20b1f61f3afb09a1b3758.setContent(html_8f3629ef895ea75b9e1319c1bf8d5a1d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_36e790ba819c52841b4684fce1b7a2c5.bindPopup(popup_f2da94a6c1e20b1f61f3afb09a1b3758)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5f4194e0138bd69ed35cddc4162c355f = L.marker(\n",
       "                [43.780074, 11.258457],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e125d2323e8828b45b81825576ae3c36 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bff7d90b0b4e055d541e0605477cfd70 = $(`&lt;div id=&quot;html_bff7d90b0b4e055d541e0605477cfd70&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;68&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #87 [female tenants; see location]&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e125d2323e8828b45b81825576ae3c36.setContent(html_bff7d90b0b4e055d541e0605477cfd70);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5f4194e0138bd69ed35cddc4162c355f.bindPopup(popup_e125d2323e8828b45b81825576ae3c36)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4c2c3213707ba732ee2eb16859570a29 = L.marker(\n",
       "                [43.78001, 11.258343],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e37e9b816ae09b45e2a4e58f33b26fd8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7c645cda5934102d13b5f628b3285a5f = $(`&lt;div id=&quot;html_7c645cda5934102d13b5f628b3285a5f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;248&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #87&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e37e9b816ae09b45e2a4e58f33b26fd8.setContent(html_7c645cda5934102d13b5f628b3285a5f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4c2c3213707ba732ee2eb16859570a29.bindPopup(popup_e37e9b816ae09b45e2a4e58f33b26fd8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c7d960b743d2b29e69f075aad1e620c9 = L.marker(\n",
       "                [43.78006019, 11.25829352],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_81f000b136b76bfb993362b6df61fd39 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e14c3df711d6f23219dd406eb1d2cd7 = $(`&lt;div id=&quot;html_5e14c3df711d6f23219dd406eb1d2cd7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;717&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #87&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_81f000b136b76bfb993362b6df61fd39.setContent(html_5e14c3df711d6f23219dd406eb1d2cd7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c7d960b743d2b29e69f075aad1e620c9.bindPopup(popup_81f000b136b76bfb993362b6df61fd39)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_21a582a4dcad0341bbce0096a1911d1a = L.marker(\n",
       "                [43.775658, 11.25233071],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_ab228230806c3315c8c119b73669b49b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e8c86ee53a12ffe9a13b2334d9d6b7ff = $(`&lt;div id=&quot;html_e8c86ee53a12ffe9a13b2334d9d6b7ff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;245&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C 104 [via S Jacopo in Campo Corbelino]&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ab228230806c3315c8c119b73669b49b.setContent(html_e8c86ee53a12ffe9a13b2334d9d6b7ff);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_21a582a4dcad0341bbce0096a1911d1a.bindPopup(popup_ab228230806c3315c8c119b73669b49b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_78212a1dd908a89b22ce610d03852845 = L.marker(\n",
       "                [43.76999571, 11.26450286],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_55a17271da3f14ad97f6c23becca7454 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_108766dbff5b1fc22564d679c78378d9 = $(`&lt;div id=&quot;html_108766dbff5b1fc22564d679c78378d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3291&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #113 [address]&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_55a17271da3f14ad97f6c23becca7454.setContent(html_108766dbff5b1fc22564d679c78378d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_78212a1dd908a89b22ce610d03852845.bindPopup(popup_55a17271da3f14ad97f6c23becca7454)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_508006d32fe3783e4be740747aa331c5 = L.marker(\n",
       "                [43.777678, 11.25840717],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7eda128b327d1c213a12e5351376966b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bf184c624f31b39f1b6aed880c2879c0 = $(`&lt;div id=&quot;html_bf184c624f31b39f1b6aed880c2879c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1429&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #113 [address]&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7eda128b327d1c213a12e5351376966b.setContent(html_bf184c624f31b39f1b6aed880c2879c0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_508006d32fe3783e4be740747aa331c5.bindPopup(popup_7eda128b327d1c213a12e5351376966b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dbbbf3e3bc040e9c162a45b9573853b5 = L.marker(\n",
       "                [43.76985, 11.2661425],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_6723d270113937577b792a571037546b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5b7b4e361a16492748f38547ca13359d = $(`&lt;div id=&quot;html_5b7b4e361a16492748f38547ca13359d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3025&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #121?  All 5 these contiguous - by modern S. Ambrogio market on Via Visdomini where there was a ruined casolare&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_6723d270113937577b792a571037546b.setContent(html_5b7b4e361a16492748f38547ca13359d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dbbbf3e3bc040e9c162a45b9573853b5.bindPopup(popup_6723d270113937577b792a571037546b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6d183771aab68d7eb32f4ec1ed245af4 = L.marker(\n",
       "                [43.76976, 11.266095],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_dad7cfcd7b737e525f417b06b8870d6e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e2a152fa3e52be2c6c811164f3ba37b8 = $(`&lt;div id=&quot;html_e2a152fa3e52be2c6c811164f3ba37b8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3044&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #121? - All 5 these contiguous - by modern S. Ambrogio market on Via Visdomini where there was a ruined casolare&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dad7cfcd7b737e525f417b06b8870d6e.setContent(html_e2a152fa3e52be2c6c811164f3ba37b8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6d183771aab68d7eb32f4ec1ed245af4.bindPopup(popup_dad7cfcd7b737e525f417b06b8870d6e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_19c7c95acc9b00dd44d170923e564a25 = L.marker(\n",
       "                [43.76967, 11.2660475],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_0f1f22f79be210f2ab4c150893b12011 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ecb35cb9e0909c215ecd74fb9db3a023 = $(`&lt;div id=&quot;html_ecb35cb9e0909c215ecd74fb9db3a023&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3082&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #121? - All 5 these contiguous - by modern S. Ambrogio market on Via Visdomini where there was a ruined casolare&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0f1f22f79be210f2ab4c150893b12011.setContent(html_ecb35cb9e0909c215ecd74fb9db3a023);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_19c7c95acc9b00dd44d170923e564a25.bindPopup(popup_0f1f22f79be210f2ab4c150893b12011)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7d9c9ef990e4b8862152eab018a841cb = L.marker(\n",
       "                [43.76958, 11.266],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_ad03a9aecd67dcda09ef99806f8eb5ee = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c18dbd89111688d0a2e7d3c61783660d = $(`&lt;div id=&quot;html_c18dbd89111688d0a2e7d3c61783660d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3083&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #121? - All 5 these contiguous - by modern S. Ambrogio market on Via Visdomini where there was a ruined casolare&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;muratore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_ad03a9aecd67dcda09ef99806f8eb5ee.setContent(html_c18dbd89111688d0a2e7d3c61783660d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7d9c9ef990e4b8862152eab018a841cb.bindPopup(popup_ad03a9aecd67dcda09ef99806f8eb5ee)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_871fc907076e28ef9292df63a5433e2e = L.marker(\n",
       "                [43.76994, 11.26619],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_41a2e45c5cd9890099ce2f233dac189e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_30bfb4c6f87e4e00f23f7dd2c9f24129 = $(`&lt;div id=&quot;html_30bfb4c6f87e4e00f23f7dd2c9f24129&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3116&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #121? - All 5 these contiguous - by modern S. Ambrogio market on Via Visdomini where there was a ruined casolare&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_41a2e45c5cd9890099ce2f233dac189e.setContent(html_30bfb4c6f87e4e00f23f7dd2c9f24129);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_871fc907076e28ef9292df63a5433e2e.bindPopup(popup_41a2e45c5cd9890099ce2f233dac189e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0abea42679610731807104b7d619f0e5 = L.marker(\n",
       "                [43.7731525, 11.24989],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_bacc5224bcafd3443d0eb44d3d15f8ac = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a4bdc60090c4e573a415019002703583 = $(`&lt;div id=&quot;html_a4bdc60090c4e573a415019002703583&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5751&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;In Piazza S Maria Novella; near one of S. Paolo Martire&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_bacc5224bcafd3443d0eb44d3d15f8ac.setContent(html_a4bdc60090c4e573a415019002703583);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0abea42679610731807104b7d619f0e5.bindPopup(popup_bacc5224bcafd3443d0eb44d3d15f8ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d99b2b982db44d5ecbb3b1b174951d84 = L.marker(\n",
       "                [43.777146, 11.253746],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_dc0c8eac35a01f3545663ef4a88839c6 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c1a423a76bc5a042c40f8210ff0716c2 = $(`&lt;div id=&quot;html_c1a423a76bc5a042c40f8210ff0716c2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;437&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_dc0c8eac35a01f3545663ef4a88839c6.setContent(html_c1a423a76bc5a042c40f8210ff0716c2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d99b2b982db44d5ecbb3b1b174951d84.bindPopup(popup_dc0c8eac35a01f3545663ef4a88839c6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e9d70cc87fa86dfecc0afe9567d5f630 = L.marker(\n",
       "                [43.775512, 11.2525135],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_afbe3f3ae4404b6b747ca301ea3fd46e = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_676f0e3b97a35cd3e65f938bac566dc9 = $(`&lt;div id=&quot;html_676f0e3b97a35cd3e65f938bac566dc9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;753&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;cappellaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_afbe3f3ae4404b6b747ca301ea3fd46e.setContent(html_676f0e3b97a35cd3e65f938bac566dc9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e9d70cc87fa86dfecc0afe9567d5f630.bindPopup(popup_afbe3f3ae4404b6b747ca301ea3fd46e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d52a12018957618bf05685ec8c76d626 = L.marker(\n",
       "                [43.77555867, 11.25144467],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_2b14af527c4f3e3ddae6972f0d49db72 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2af86c618cd1e1227aa947c85ee83506 = $(`&lt;div id=&quot;html_2af86c618cd1e1227aa947c85ee83506&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5701&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_2b14af527c4f3e3ddae6972f0d49db72.setContent(html_2af86c618cd1e1227aa947c85ee83506);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d52a12018957618bf05685ec8c76d626.bindPopup(popup_2b14af527c4f3e3ddae6972f0d49db72)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5228613281989669c88581deedf5e64a = L.marker(\n",
       "                [43.77542875, 11.2513375],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_35dbf542ae8b0960f45fdd124f3918be = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_63d3227d74c300f3e0348da77a676abd = $(`&lt;div id=&quot;html_63d3227d74c300f3e0348da77a676abd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5817&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_35dbf542ae8b0960f45fdd124f3918be.setContent(html_63d3227d74c300f3e0348da77a676abd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5228613281989669c88581deedf5e64a.bindPopup(popup_35dbf542ae8b0960f45fdd124f3918be)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_696e8d906a14071c7b81ae3eee065c01 = L.marker(\n",
       "                [43.77470667, 11.25044667],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e093fb0e02498a2910797b895a351a0a = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5f14c53f37a4181f691830b1a01d801a = $(`&lt;div id=&quot;html_5f14c53f37a4181f691830b1a01d801a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5150&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e093fb0e02498a2910797b895a351a0a.setContent(html_5f14c53f37a4181f691830b1a01d801a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_696e8d906a14071c7b81ae3eee065c01.bindPopup(popup_e093fb0e02498a2910797b895a351a0a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6d0320c8d622438c3397390945b70733 = L.marker(\n",
       "                [43.77730956, 11.24912756],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a18f651ea4b466d89441fba7fa2bde2d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1f3f14bd617ec71211a641a14f6ae13f = $(`&lt;div id=&quot;html_1f3f14bd617ec71211a641a14f6ae13f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5287&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #138&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;pinzocara&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a18f651ea4b466d89441fba7fa2bde2d.setContent(html_1f3f14bd617ec71211a641a14f6ae13f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6d0320c8d622438c3397390945b70733.bindPopup(popup_a18f651ea4b466d89441fba7fa2bde2d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d35c03f85a54ae8cb028aec3a7555c3f = L.marker(\n",
       "                [43.76874225, 11.24285775],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e113ee098b89a6d6edb77b5d4b92d998 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_01f01eae88b567fe757f97d129a8a1c1 = $(`&lt;div id=&quot;html_01f01eae88b567fe757f97d129a8a1c1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8290&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tintore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e113ee098b89a6d6edb77b5d4b92d998.setContent(html_01f01eae88b567fe757f97d129a8a1c1);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d35c03f85a54ae8cb028aec3a7555c3f.bindPopup(popup_e113ee098b89a6d6edb77b5d4b92d998)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1441103ce46a3465f8758229098eb5cc = L.marker(\n",
       "                [43.7699925, 11.26581375],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_7d7374b562c7f9e77bcbd6de12ecb663 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0f6748618b0b0d740b4f5ec8db018ecc = $(`&lt;div id=&quot;html_0f6748618b0b0d740b4f5ec8db018ecc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3314&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;battilano&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_7d7374b562c7f9e77bcbd6de12ecb663.setContent(html_0f6748618b0b0d740b4f5ec8db018ecc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1441103ce46a3465f8758229098eb5cc.bindPopup(popup_7d7374b562c7f9e77bcbd6de12ecb663)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8c4f8b81966da42e2e41c983ec1c0570 = L.marker(\n",
       "                [43.77437253, 11.25571973],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9c1b7a3037879ad4da9a28053301b8a9 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5339f5cb215e5787499180363cebf8fb = $(`&lt;div id=&quot;html_5339f5cb215e5787499180363cebf8fb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1379&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #162&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9c1b7a3037879ad4da9a28053301b8a9.setContent(html_5339f5cb215e5787499180363cebf8fb);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8c4f8b81966da42e2e41c983ec1c0570.bindPopup(popup_9c1b7a3037879ad4da9a28053301b8a9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6a4eca79570c85cc28889bda60902ef6 = L.marker(\n",
       "                [43.772334, 11.254363],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_0ca797a951e53978bfb26bc8605a7563 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ddcbacac382efb63fd30b52a551dba2c = $(`&lt;div id=&quot;html_ddcbacac382efb63fd30b52a551dba2c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;1123&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;rigattiere&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0ca797a951e53978bfb26bc8605a7563.setContent(html_ddcbacac382efb63fd30b52a551dba2c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6a4eca79570c85cc28889bda60902ef6.bindPopup(popup_0ca797a951e53978bfb26bc8605a7563)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f48b1fe749a4065923d460df657697eb = L.marker(\n",
       "                [43.76938971, 11.24530752],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_104c12fd6e65c525cdc7f8763e3e7a60 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_afa38523f31f0bbebc977414eaad0089 = $(`&lt;div id=&quot;html_afa38523f31f0bbebc977414eaad0089&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8155&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #2&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;muratore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_104c12fd6e65c525cdc7f8763e3e7a60.setContent(html_afa38523f31f0bbebc977414eaad0089);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f48b1fe749a4065923d460df657697eb.bindPopup(popup_104c12fd6e65c525cdc7f8763e3e7a60)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4ac445a01e9957d2a44e3009338b454c = L.marker(\n",
       "                [43.7712402, 11.26521564],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_5e0cd8d5542cdb74fa33c4d2f5cd4961 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_596ab1e9f55618c1b11cb73a008f4b07 = $(`&lt;div id=&quot;html_596ab1e9f55618c1b11cb73a008f4b07&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2085&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #124&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;legnaiuolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_5e0cd8d5542cdb74fa33c4d2f5cd4961.setContent(html_596ab1e9f55618c1b11cb73a008f4b07);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4ac445a01e9957d2a44e3009338b454c.bindPopup(popup_5e0cd8d5542cdb74fa33c4d2f5cd4961)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6b24136174f730297730c0c6b71a3903 = L.marker(\n",
       "                [43.776473, 11.25275408],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_889c0321198221b0fce6c2fe75162bf5 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b28120d4092923b1efedb073309dbc6e = $(`&lt;div id=&quot;html_b28120d4092923b1efedb073309dbc6e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;493&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #124&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_889c0321198221b0fce6c2fe75162bf5.setContent(html_b28120d4092923b1efedb073309dbc6e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6b24136174f730297730c0c6b71a3903.bindPopup(popup_889c0321198221b0fce6c2fe75162bf5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a5630a40fd28a5e0f4ff193b6853eedf = L.marker(\n",
       "                [43.76977667, 11.26017667],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_4b02d06f139f3882f3be9f3cf208b935 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_909138fbb3ec26fafeb01e8955621148 = $(`&lt;div id=&quot;html_909138fbb3ec26fafeb01e8955621148&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4186&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #124&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_4b02d06f139f3882f3be9f3cf208b935.setContent(html_909138fbb3ec26fafeb01e8955621148);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a5630a40fd28a5e0f4ff193b6853eedf.bindPopup(popup_4b02d06f139f3882f3be9f3cf208b935)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c925888ad463a44d07be0ad2d2ff6e07 = L.marker(\n",
       "                [43.7701726, 11.24204413],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_88ddb377bdc11c75dd33e1800281fcd2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b678f3b252e1188a2deaaa4358369e84 = $(`&lt;div id=&quot;html_b678f3b252e1188a2deaaa4358369e84&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;8122&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;nan&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_88ddb377bdc11c75dd33e1800281fcd2.setContent(html_b678f3b252e1188a2deaaa4358369e84);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c925888ad463a44d07be0ad2d2ff6e07.bindPopup(popup_88ddb377bdc11c75dd33e1800281fcd2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_061348f09b39b0ed0bb0145131ba505c = L.marker(\n",
       "                [43.77084, 11.254306],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_0357abb5172c7522beb3e6cf9e715669 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0094ae26a14b16e192258ce4887b9797 = $(`&lt;div id=&quot;html_0094ae26a14b16e192258ce4887b9797&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;6721&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_0357abb5172c7522beb3e6cf9e715669.setContent(html_0094ae26a14b16e192258ce4887b9797);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_061348f09b39b0ed0bb0145131ba505c.bindPopup(popup_0357abb5172c7522beb3e6cf9e715669)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_90c6b10c8ee863f20f7c33ea77e7c456 = L.marker(\n",
       "                [43.7757045, 11.25230736],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_04cd37f6416aaec76df95e8494ff7ca8 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_98c9e53f48cd02caa4a755d03f9b1166 = $(`&lt;div id=&quot;html_98c9e53f48cd02caa4a755d03f9b1166&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;452&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;pizzicagnolo&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_04cd37f6416aaec76df95e8494ff7ca8.setContent(html_98c9e53f48cd02caa4a755d03f9b1166);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_90c6b10c8ee863f20f7c33ea77e7c456.bindPopup(popup_04cd37f6416aaec76df95e8494ff7ca8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0ad8b463f6c8e9ba39b05043d6741a82 = L.marker(\n",
       "                [43.78056204, 11.2577987],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_d4f1c3262b05ca4cfcd63ff20eac8aeb = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_28e19dd11308f5a0f6d31f36d21b5f31 = $(`&lt;div id=&quot;html_28e19dd11308f5a0f6d31f36d21b5f31&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;623&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_d4f1c3262b05ca4cfcd63ff20eac8aeb.setContent(html_28e19dd11308f5a0f6d31f36d21b5f31);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0ad8b463f6c8e9ba39b05043d6741a82.bindPopup(popup_d4f1c3262b05ca4cfcd63ff20eac8aeb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fe258aa582a1e038aaa1f3715ac9f1ea = L.marker(\n",
       "                [43.78061222, 11.25774922],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9740a52337b329be798f0e28065ae5af = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8f94112501b5e563f7094eecbf78394d = $(`&lt;div id=&quot;html_8f94112501b5e563f7094eecbf78394d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;624&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9740a52337b329be798f0e28065ae5af.setContent(html_8f94112501b5e563f7094eecbf78394d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fe258aa582a1e038aaa1f3715ac9f1ea.bindPopup(popup_9740a52337b329be798f0e28065ae5af)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_689baa69e77ed3421bd37afdbea9d1a4 = L.marker(\n",
       "                [43.78066241, 11.25769974],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9ca3909e518c13ca6743d88a2f332ef7 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8020cfd2dcfd3782ab71b13e1acabcae = $(`&lt;div id=&quot;html_8020cfd2dcfd3782ab71b13e1acabcae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;625&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9ca3909e518c13ca6743d88a2f332ef7.setContent(html_8020cfd2dcfd3782ab71b13e1acabcae);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_689baa69e77ed3421bd37afdbea9d1a4.bindPopup(popup_9ca3909e518c13ca6743d88a2f332ef7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f6de6d4b52117c145f599766a3a8bbb2 = L.marker(\n",
       "                [43.78051185, 11.25784819],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9959a41b15440dbad0bf683408c978a2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0b2f4b0a1b0a19c812a4f74f9d244688 = $(`&lt;div id=&quot;html_0b2f4b0a1b0a19c812a4f74f9d244688&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;767&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9959a41b15440dbad0bf683408c978a2.setContent(html_0b2f4b0a1b0a19c812a4f74f9d244688);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f6de6d4b52117c145f599766a3a8bbb2.bindPopup(popup_9959a41b15440dbad0bf683408c978a2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5bbe85f6b7e56542254b6b845e4c4290 = L.marker(\n",
       "                [43.775751, 11.252284],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_c9775f158d7b4bcf0b9fcc844448a06d = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_443a41984833726e8f5b222e0bd14983 = $(`&lt;div id=&quot;html_443a41984833726e8f5b222e0bd14983&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;834&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_c9775f158d7b4bcf0b9fcc844448a06d.setContent(html_443a41984833726e8f5b222e0bd14983);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5bbe85f6b7e56542254b6b845e4c4290.bindPopup(popup_c9775f158d7b4bcf0b9fcc844448a06d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_452416ddfaff944926ed75af3781df53 = L.marker(\n",
       "                [43.775553, 11.251728],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_a724d5e097c7b4a3ccdaa11c22262428 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d5d5bcd0372567fb7d94f2fc4dcb7e7e = $(`&lt;div id=&quot;html_d5d5bcd0372567fb7d94f2fc4dcb7e7e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;908&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_a724d5e097c7b4a3ccdaa11c22262428.setContent(html_d5d5bcd0372567fb7d94f2fc4dcb7e7e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_452416ddfaff944926ed75af3781df53.bindPopup(popup_a724d5e097c7b4a3ccdaa11c22262428)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cce18d43d12b41cc11986a3aab9f5c7 = L.marker(\n",
       "                [43.77719444, 11.24916444],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_9c8497641a125a60567393ae1e0d1ccf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8940a3da6ec365b156c4e7b3553cab9f = $(`&lt;div id=&quot;html_8940a3da6ec365b156c4e7b3553cab9f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;5357&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_9c8497641a125a60567393ae1e0d1ccf.setContent(html_8940a3da6ec365b156c4e7b3553cab9f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3cce18d43d12b41cc11986a3aab9f5c7.bindPopup(popup_9c8497641a125a60567393ae1e0d1ccf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_05156c037ff99619953288b9cfc6a6c5 = L.marker(\n",
       "                [43.77600143, 11.26026457],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_69d9aaf2e1ed03999aa6d9d3115bb327 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a708f4cd077d5d6ab706a028d56c006b = $(`&lt;div id=&quot;html_a708f4cd077d5d6ab706a028d56c006b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2945&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_69d9aaf2e1ed03999aa6d9d3115bb327.setContent(html_a708f4cd077d5d6ab706a028d56c006b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_05156c037ff99619953288b9cfc6a6c5.bindPopup(popup_69d9aaf2e1ed03999aa6d9d3115bb327)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8eb8fd32e8766587bc042e53f6ef489b = L.marker(\n",
       "                [43.77594286, 11.26019514],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_eb57f91750341925489b2f3a920ab56b = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_104199e25f603d89d8cd1dc6d936625e = $(`&lt;div id=&quot;html_104199e25f603d89d8cd1dc6d936625e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2946&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_eb57f91750341925489b2f3a920ab56b.setContent(html_104199e25f603d89d8cd1dc6d936625e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8eb8fd32e8766587bc042e53f6ef489b.bindPopup(popup_eb57f91750341925489b2f3a920ab56b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_96247414d5186e901bff1493cb140d78 = L.marker(\n",
       "                [43.77588429, 11.26012571],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_486ad9045a4a2e9c5f1753ca6452f4cf = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_39d7a16e12129a7feef39fb6d314e043 = $(`&lt;div id=&quot;html_39d7a16e12129a7feef39fb6d314e043&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2947&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_486ad9045a4a2e9c5f1753ca6452f4cf.setContent(html_39d7a16e12129a7feef39fb6d314e043);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_96247414d5186e901bff1493cb140d78.bindPopup(popup_486ad9045a4a2e9c5f1753ca6452f4cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bbc5173103234c908239d0251dead88e = L.marker(\n",
       "                [43.77606, 11.260334],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_e03b2721eddf7831199f994defc8001f = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f9dbbc8a18c298887d3b6c774fce7c16 = $(`&lt;div id=&quot;html_f9dbbc8a18c298887d3b6c774fce7c16&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;2963&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_e03b2721eddf7831199f994defc8001f.setContent(html_f9dbbc8a18c298887d3b6c774fce7c16);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bbc5173103234c908239d0251dead88e.bindPopup(popup_e03b2721eddf7831199f994defc8001f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fc643d8e78c160a7bc39dc6a1ecac542 = L.marker(\n",
       "                [43.7713504, 11.2626168],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_89a260c6538fda78af36f7022fa90792 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_463b46c98ae95fe7959502953582d529 = $(`&lt;div id=&quot;html_463b46c98ae95fe7959502953582d529&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3296&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;sellaio&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_89a260c6538fda78af36f7022fa90792.setContent(html_463b46c98ae95fe7959502953582d529);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fc643d8e78c160a7bc39dc6a1ecac542.bindPopup(popup_89a260c6538fda78af36f7022fa90792)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b0e71a931c37460fc63efe7f03a47529 = L.marker(\n",
       "                [43.77074933, 11.26244367],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_08404f1e44faa639f4dae3d2119b85ab = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ceb88e156abe4d58f5847379fcdab4e8 = $(`&lt;div id=&quot;html_ceb88e156abe4d58f5847379fcdab4e8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;3455&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;tessitore&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_08404f1e44faa639f4dae3d2119b85ab.setContent(html_ceb88e156abe4d58f5847379fcdab4e8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b0e71a931c37460fc63efe7f03a47529.bindPopup(popup_08404f1e44faa639f4dae3d2119b85ab)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8f2cb987a9d0894a6dbfb8860ed6ecb5 = L.marker(\n",
       "                [43.76905, 11.26039],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_95ed08946fee79d8e993735eedf0f1e2 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a5aa89c8e4cf8b51582745b3dde0c810 = $(`&lt;div id=&quot;html_a5aa89c8e4cf8b51582745b3dde0c810&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4120&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;ciabattino&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_95ed08946fee79d8e993735eedf0f1e2.setContent(html_a5aa89c8e4cf8b51582745b3dde0c810);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8f2cb987a9d0894a6dbfb8860ed6ecb5.bindPopup(popup_95ed08946fee79d8e993735eedf0f1e2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bb76914f62e26cb9e816001da24b2d38 = L.marker(\n",
       "                [43.76794, 11.25578],\n",
       "                {}\n",
       "            ).addTo(map_e1c58e9445977c8b9e72e6cf1b10cf5f);\n",
       "        \n",
       "    \n",
       "        var popup_adef65c3328f8b9c77c90dce56ae3112 = L.popup({&quot;maxWidth&quot;: &quot;100%&quot;});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_863d60e24cfb9db9cae70aead66cd1a6 = $(`&lt;div id=&quot;html_863d60e24cfb9db9cae70aead66cd1a6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;         &lt;ul&gt;             &lt;li&gt;&lt;strong&gt;ID: &lt;/strong&gt;4651&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Source: &lt;/strong&gt;Henderson P&amp;C #92&lt;/li&gt;             &lt;li&gt;&lt;strong&gt;Name: &lt;/strong&gt;nan&lt;/li&gt;         &lt;ul&gt;     &lt;/div&gt;`)[0];\n",
       "                popup_adef65c3328f8b9c77c90dce56ae3112.setContent(html_863d60e24cfb9db9cae70aead66cd1a6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bb76914f62e26cb9e816001da24b2d38.bindPopup(popup_adef65c3328f8b9c77c90dce56ae3112)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f83700f6730>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "our_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "2Y3RLqLSIImn"
   },
   "source": [
    "## G. Bartoli Letters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli = pd.read_csv(bartoli_letters)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def parse_date(date_string):\n",
    "    try:\n",
    "        return datetime.strptime(date_string, \"%d/%m/%Y\").date()\n",
    "    except ValueError as e:\n",
    "        print(e)\n",
    "        return np.nan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli[\"parsed_date\"] = bartoli[\"Modern Date\"].dropna().apply(parse_date)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli.sort_values(\"parsed_date\").head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "_filter_Bartoli = bartoli[\"Sender\"].str.contains(\"Bartoli\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli.parsed_date.dropna().apply(lambda x: x.year)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli.parsed_date.dropna().apply(lambda x: x.year).value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Find Documents of Type 'Avviso'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli[\"Sender\"].str.contains(\"Avviso\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "_is_Avviso = bartoli[\"Sender\"].str.contains(\"Avviso\")\n",
    "_is_Avviso"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "####  Now reverse the Boolean series (so that Avviso documents are false)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "~_is_Avviso"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli[~_is_Avviso]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli[_filter_Bartoli].tail(20)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.to_datetime(bartoli['Modern Date'], format='%d/%m/%Y')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli['Recipient'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli['Recipient'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli['clean_recipients'] = bartoli['Recipient'].str.strip('[]')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "bartoli['clean_recipients'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## H.  Itineraries Data and Network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "itineraries = pd.read_csv('https://raw.githubusercontent.com/rmidura/emdigit/main/Edge_Table.tsv', sep='\\t')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "itineraries.head['Edge_Type_Last_Date']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### use tab for autocomplete"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "edges = list(zip(itineraries['Source'],itineraries['Target']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.Graph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "G.add_edges_from(edges)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyvis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pyvis_graph = pyvis.network.Network(notebook=True, height='900px', width='900px')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pyvis_graph.from_nx(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "pyvis_graph.show('our_graph.html')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## I. Compagnie Data From Laura Blom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "compagnie = pd.read_csv(compagnie_data)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "compagnie.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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