project_notebook.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "90797d9c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Given rows with the same street name, house numbers should be in increasing order\n",
    "def replace_non_increasing(street_group):\n",
    "    increasing_value = None\n",
    "    for i in range(len(street_group)):\n",
    "        if increasing_value is None or street_group.iloc[i]['no_maison'] > increasing_value:\n",
    "            increasing_value = street_group.iloc[i]['no_maison']\n",
    "        else:\n",
    "            # When house numbers decrease, set them to the last increasing house number\n",
    "            street_group.at[street_group.index[i], 'no_maison'] = increasing_value\n",
    "    return street_group\n",
    "\n",
    "def house_number_clean(input_file):\n",
    "    \n",
    "    # Read the Excel file\n",
    "    df = pd.read_excel(input_file)\n",
    "    \n",
    "    # Find the total number of rows\n",
    "    total_rows = len(df)\n",
    "    \n",
    "    ### NON-NUMERIC HOUSE NUMBER CLEANING\n",
    "\n",
    "    # Find the number of non-numeric values in the no_maison column before processing\n",
    "    non_numeric_rows_before_processing = df['no_maison'].apply(lambda x: not str(x).isnumeric()).sum()\n",
    "\n",
    "    # Replace all non-numeric values with the previous numeric value above, else set value to NaN\n",
    "    df['no_maison'] = pd.to_numeric(df['no_maison'], errors='coerce')\n",
    "    \n",
    "    # Replace NaN and \"·\" values with the value above it in the no_maison column\n",
    "    df['no_maison'].fillna(method='ffill', inplace=True)\n",
    "    df['no_maison'].replace('·', method='ffill', inplace=True)\n",
    "    \n",
    "    ### NON-INCREASING HOUSE NUMBER CLEANING\n",
    "    \n",
    "    # Find the number of rows with non-increasing values for the same street name before processing\n",
    "    non_increasing_rows_before_processing = df.groupby('nom_rue')['no_maison'].diff().lt(0).sum()\n",
    "\n",
    "    # Invalid house number prefix and suffix handler\n",
    "    # Invalid prefix example: (12,13,114) instead of (12,13,14) => 114 % 100 = 14\n",
    "    # Invalid suffix example: (12,13,140) instead of (12,13,14) => 140 // 10 = 14\n",
    "    last_street_name = None\n",
    "    for index, row in df.iterrows():\n",
    "        if pd.isnull(row['no_maison']):\n",
    "            if(index == 0):\n",
    "                df.at[index, 'no_maison'] = 1\n",
    "            else:\n",
    "                df.at[index, 'no_maison'] = df.at[index - 1, 'no_maison']\n",
    "\n",
    "        if row['no_maison'] > 100:\n",
    "            if(index !=0):\n",
    "                if (df.at[index, 'no_maison'] // 10 >= df.at[index - 1, 'no_maison']):\n",
    "                    df.at[index, 'no_maison'] = df.at[index, 'no_maison'] // 10 # handles most 1-digit suffixes\n",
    "                elif(df.at[index, 'no_maison'] % 100 >= df.at[index - 1, 'no_maison']):\n",
    "                    df.at[index, 'no_maison'] = row['no_maison'] % 100 #handles most 1-digit prefixes\n",
    "                else:\n",
    "                    df.at[index, 'no_maison'] = df.at[index - 1, 'no_maison'] #handles all other prefixes and suffixes\n",
    "\n",
    "    # Find the number of non-numeric values in the no_maison column after processing\n",
    "    non_numeric_rows = df['no_maison'].isnull().sum()\n",
    "    \n",
    "    # Remove all remaining non-increasing house numbers per street\n",
    "    df = df.groupby('nom_rue').apply(replace_non_increasing).reset_index(drop=True)\n",
    "            \n",
    "    # Find the number of rows with non-increasing values in the no_maison column for the same street name\n",
    "    non_increasing_rows = (df.groupby('nom_rue')['no_maison'].diff() < 0).sum() if 'no_maison' in df else 0\n",
    "\n",
    "    # print(f\"For {input_file} with {total_rows} rows: before processing we had {non_numeric_rows_before_processing} non-numeric values and {non_increasing_rows_before_processing} non-increasing values on the same street, after processing we get {non_numeric_rows} non-numeric values, {non_increasing_rows} non-increasing values on the same street, {non_increasing_rows/total_rows*100:.1f}% bad house numbers remain.\")\n",
    "\n",
    "    # Save the resulting Excel file\n",
    "    output_file = input_file.replace('.xlsx', '_filtered_numbers.xlsx')\n",
    "    output_file = output_file.replace('./recensements','./recensements_cleaned')\n",
    "    df.to_excel(output_file, index=False)\n",
    "\n",
    "# Example function usage\n",
    "# input_file = './recensements/1832.xlsx'\n",
    "# house_number_clean(input_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2cb09666",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cleaning files\n",
      "1 out of 23 files cleaned\n",
      "2 out of 23 files cleaned\n",
      "3 out of 23 files cleaned\n",
      "4 out of 23 files cleaned\n",
      "5 out of 23 files cleaned\n",
      "6 out of 23 files cleaned\n",
      "7 out of 23 files cleaned\n",
      "8 out of 23 files cleaned\n",
      "9 out of 23 files cleaned\n",
      "10 out of 23 files cleaned\n",
      "11 out of 23 files cleaned\n",
      "12 out of 23 files cleaned\n",
      "13 out of 23 files cleaned\n",
      "14 out of 23 files cleaned\n",
      "15 out of 23 files cleaned\n",
      "16 out of 23 files cleaned\n",
      "17 out of 23 files cleaned\n",
      "18 out of 23 files cleaned\n",
      "19 out of 23 files cleaned\n",
      "20 out of 23 files cleaned\n",
      "21 out of 23 files cleaned\n",
      "22 out of 23 files cleaned\n",
      "23 out of 23 files cleaned\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "\n",
    "value_counts = {}\n",
    "folder_path = './recensements'\n",
    "clean_folder_path = './recensements_cleaned'\n",
    "file_list = [filename for filename in os.listdir(folder_path) if filename.endswith(\".xlsx\")]\n",
    "number_of_files = len(file_list)\n",
    "\n",
    "# Make sure rows have increasing house numbers in all excel files\n",
    "print(\"cleaning files\")\n",
    "#remove_folder(clean_folder_path)\n",
    "for i, filename in enumerate(file_list,start=1):\n",
    "    print(f\"{i} out of {number_of_files} files cleaned\")\n",
    "    file_path = os.path.join(folder_path, filename)\n",
    "    house_number_clean(file_path)\n",
    "\n",
    "# Iterate through each file in the folder\n",
    "for filename in os.listdir(clean_folder_path):\n",
    "        file_path = os.path.join(clean_folder_path, filename)\n",
    "        # Read the Excel file\n",
    "        df = pd.read_excel(file_path)\n",
    "        \n",
    "        # Get the second column\n",
    "        column_values = df.iloc[:, 1]\n",
    "        # Count the occurrences of each value in the second column\n",
    "        for value in column_values:\n",
    "            if value in value_counts:\n",
    "                value_counts[value] += 1\n",
    "            else:\n",
    "                value_counts[value] = 1\n",
    "\n",
    "# Convert the dictionary to a pandas DataFrame\n",
    "result_df = pd.DataFrame(list(value_counts.items()), columns=['Value', 'Count'])\n",
    "\n",
    "# Sort the DataFrame by the 'Count' column in descending order\n",
    "result_df = result_df.sort_values('Count', ascending=False)\n",
    "\n",
    "# Values to filter out\n",
    "values_to_filter = [\"pre\",\"martherey\",\"st jean\",\"laurent\",\"de bourg\",\"francois\",\"annee de naissance\",\"pierre\",\"rue du pont\",\"chauerau\",\"chailly\",\"marteray\",\"fre\",\"halle\",\"jn francois\",\"derriere\",\"id id\",\"laurens\",\"grand s jean\",\"grand jean\",\"devant\",\"cheneau\",\"cile de vant\",\"st laurens\",\"et\",\"cile derriere\",\"du marche\",\"patud\",\"francoise\",\"gd st jean\",\"hallede st laurent\",\"haurent\",\"grand fs jean\",\"st laur\",\"d halle\",\"walle\",\"jn jean\",\"grand\",\"paud\",\"frand chene\",\"cite derrier\",\"moulins de pepinet\",\"rue de martheray\",\"cheneau bourg\",\"marthony\",\"marthorey\",\"jennes\",\"grand f jean\",\"salud\",\"de francois\",\"du sont\",\"cuchy\",\"sejan\",\"le pont\",\"duz re\",\"montee de st laurent\",\"marthe\",\"chemin de bourg\",\"place du pont\",\"marthery\",\"f pierre\",\"martherey e\",\"dre\",\"de pierre\",\"la barre\",\"grand fr jean\",\"d etienne\",\"valud\",\"st fran\",\"chavanne\",\"ft pierre\",\"grand sn jean\",\"aisse\",\"cite devriere\",\"id .\",\"luite dri\",\"no de leur recepisse\",\"cile derrier\",\"flaurent\",\"della barre\",\"mererie\",\"halle de laurent\",\"du re\",\"chaucrau .\",\"l walle\",\"marthere\",\"theneau de bourg\",\"e aisse\",\"rue de francois\",\"cete derriere\",\"no des\",\"pennes\",\"marthoray\",\"etienne\",\"marberay\",\"st laurant\",\"cite derric\",\"ctraz\",\"chaucraie\",\"bourge\",\"ste pierre\",\"theneau bourg\",\"halle de s laurt\",\"slaurent\",\"petit gjean\",\"montee de st monte\",\"lite de vans\",\"l hopital\",\"rue du pre\",\"de mercerie\",\"pont\",\"monorier\",\"nerie\",\"no es\",\"monte st laurent\",\"uve\",\"grangeneuve\",\"sdu\",\"dean\",\"ler\",\"luchy\",\"de st laurent\",\"no de\",\"grand sjean\",\"tre\",\"cite dessons\",\"monbe clauron\",\"rapaz\",\"pre du marche\",\"sallaz\",\"grotte\",\"monblesson\",\"halle f laurent so\",\"veuf\",\"marherey\",\"chaueran\",\"st martin\",\"martberty\",\"challes st laurens\",\"chaz\",\"boston\",\"plaurent\",\"de marthenay\",\"cite ederriere\",\"petit - jean\",\"hallede tlaurent\",\"montoie\",\"calaire\",\"halle de f de\",\"palude\",\"laurant\",\"villards\",\"falle de st laurent\",\"ane de bourg\",\"g chene\",\"no de leurs\",\"pelit chene\",\"cite de vans\",\"st francoise\",\"detienne\",\"martherey .\",\"bis\"]\n",
    "\n",
    "# Filtering out specific values\n",
    "result_df_filtered = result_df[~result_df['Value'].isin(values_to_filter)]\n",
    "\n",
    "#take top 100\n",
    "dictionary = result_df_filtered.sort_values('Count', ascending=False)[0:100]\n",
    "\n",
    "# Save the DataFrame to a CSV file\n",
    "dictionary.to_csv(\"dictionary.csv\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "25ea74c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "we are at 1832_filtered_numbers.xlsx\n",
      "we are at 1835_corrige_filtered_numbers.xlsx\n",
      "we are at 1836_filtered_numbers.xlsx\n",
      "we are at 1837_filtered_numbers.xlsx\n",
      "we are at 1838_filtered_numbers.xlsx\n",
      "we are at 1839_filtered_numbers.xlsx\n",
      "we are at 1840_filtered_numbers.xlsx\n",
      "we are at 1841_filtered_numbers.xlsx\n",
      "we are at 1842_filtered_numbers.xlsx\n",
      "we are at 1843_filtered_numbers.xlsx\n",
      "we are at 1844_filtered_numbers.xlsx\n",
      "we are at 1845_filtered_numbers.xlsx\n",
      "we are at 1846_filtered_numbers.xlsx\n",
      "we are at 1847_filtered_numbers.xlsx\n",
      "we are at 1848_filtered_numbers.xlsx\n",
      "we are at 1849_filtered_numbers.xlsx\n",
      "we are at 1850_filtered_numbers.xlsx\n",
      "we are at 1851_filtered_numbers.xlsx\n",
      "we are at 1852_filtered_numbers.xlsx\n",
      "we are at 1853_filtered_numbers.xlsx\n",
      "we are at 1854_filtered_numbers.xlsx\n",
      "we are at 1855_corrige_filtered_numbers.xlsx\n",
      "we are at 1855_filtered_numbers.xlsx\n"
     ]
    }
   ],
   "source": [
    "from Levenshtein import distance\n",
    "import difflib\n",
    "\n",
    "# Create an empty DataFrame to store the final result\n",
    "final_result = pd.DataFrame(columns=['nom_rue', 'Suggested_Street_Name', 'Levenshtein_Distance'])\n",
    "\n",
    "# Function to find the closest match from the dictionary\n",
    "def find_closest_match(word, dictionary, levenshtein_weight=0.5, substring_weight=0.5):\n",
    "    min_distance = float('inf')\n",
    "    closest_keyword = None\n",
    "\n",
    "    for keyword in dictionary['Value']:\n",
    "        # Calculate normalized Levenshtein distance\n",
    "        levenshtein_distance = distance(str(word), str(keyword)) / len(keyword)\n",
    "\n",
    "        # Calculate longest matching substring\n",
    "        substring_match = difflib.SequenceMatcher(None, str(word), str(keyword)).find_longest_match(0, len(word), 0, len(keyword))\n",
    "        substring_distance = 1 - substring_match.size / max(len(word), len(keyword))\n",
    "\n",
    "        # Combine the distances with weights\n",
    "        combined_distance = levenshtein_weight * levenshtein_distance + substring_weight * substring_distance\n",
    "\n",
    "        if combined_distance < min_distance:\n",
    "            min_distance = combined_distance\n",
    "            closest_keyword = keyword\n",
    "\n",
    "    return closest_keyword, min_distance\n",
    "\n",
    "# Iterate through each file in the folder and process street names\n",
    "for filename in os.listdir(clean_folder_path):\n",
    "    if filename.endswith(\".xlsx\"):\n",
    "        file_path = os.path.join(clean_folder_path, filename)\n",
    "        df = pd.read_excel(file_path)\n",
    "        print(\"we are at \" + str(filename))\n",
    "\n",
    "        # Add columns for closest dictionary street and Levenshtein distance\n",
    "        df['Suggested_Street_Name'] = ''\n",
    "        df['Levenshtein_Distance'] = 0\n",
    "\n",
    "        for index, row in df.iterrows():\n",
    "            street_name = row['nom_rue']\n",
    "            if street_name in (\"·\"):\n",
    "                if index > 0:  # Check if it's not the first row\n",
    "                    street_name = df.loc[index - 1, 'nom_rue']\n",
    "                    if street_name in (\"·\"):\n",
    "                        print(\"Problem with dots is here\")\n",
    "                    # Otherwise, you can update the current row in the DataFrame\n",
    "                    else:\n",
    "                        df.loc[index, 'nom_rue'] = street_name\n",
    "                else:\n",
    "                    print(\"Problem with the first row having '·' \")\n",
    "\n",
    "            closest_keyword, min_distance = find_closest_match(street_name, dictionary)\n",
    "            df.at[index, 'Suggested_Street_Name'] = closest_keyword\n",
    "            df.at[index, 'Levenshtein_Distance'] = min_distance\n",
    "\n",
    "        # Append the required columns to the final result\n",
    "        df_temp = df[['nom_rue', 'Suggested_Street_Name', 'Levenshtein_Distance']]\n",
    "        final_result = final_result._append(df_temp, ignore_index=True)\n",
    "\n",
    "# Sort the DataFrame by the 'Levenshtein_Distance' column\n",
    "final_result.sort_values('Levenshtein_Distance', inplace=True)\n",
    "\n",
    "final_result.to_excel(\"distances.xlsx\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7ae2fa10",
   "metadata": {},
   "outputs": [],
   "source": [
    "#\"fre\" et \"tre\" deviennent \"barre\" plutot que \"du pre\"\n",
    "final_result.loc[final_result['nom_rue'].isin(['fre', 'tre']), 'Suggested_Street_Name'] = 'du pre'\n",
    "#\"gs jean\" devient \"jean\" plutot que \"grand st jean\"\n",
    "final_result.loc[final_result['nom_rue'] == 'gs jean', 'Suggested_Street_Name'] = 'grand st jean'\n",
    "#\"veuve\" devient \"vennes\" plutot que \"grange veuve\"\n",
    "final_result.loc[final_result['nom_rue'] == 'veuve', 'Suggested_Street_Name'] = 'grange veuve'\n",
    "#\"chaz\" devient \"jean\" plutot que \"etraz\"\n",
    "final_result.loc[final_result['nom_rue'] == 'chaz', 'Suggested_Street_Name'] = 'etraz'\n",
    "#\"pieur\" devient \"palud\" plutot que \"st pierre\"\n",
    "final_result.loc[final_result['nom_rue'] == 'pieur', 'Suggested_Street_Name'] = 'st pierre'\n",
    "#\"rue\" et \"ruc\" devient \"barre\" et \"ouchy\" mais devraient etre effacés\n",
    "final_result = final_result[final_result['nom_rue'] != 'rue']\n",
    "final_result = final_result[final_result['nom_rue'] != 'ruc']\n",
    "# \"boston\" doit etre supprimé car il devrait etre mappé à \"bosson\" pas \"bourg\" mais bosson apparait pas dans le dictionnaire\n",
    "final_result = final_result[final_result['nom_rue'] != 'boston']\n",
    "# \"et\" et \"id id\" doit etre supprimé car il ne peut pas etre mappé a un nom de rue\n",
    "final_result = final_result[final_result['nom_rue'] != 'et']\n",
    "final_result = final_result[final_result['nom_rue'] != 'id id']\n",
    "\n",
    "#\"grand\" devient \"jean\" mais devrait etre effacé\n",
    "final_result = final_result[final_result['nom_rue'] != 'grand']\n",
    "#\"veuf\" devient \"jean\" mais devrait etre \"grange veuve\"\n",
    "final_result.loc[final_result['nom_rue'] == 'veuf', 'Suggested_Street_Name'] = 'grange veuve'\n",
    "\n",
    "#\"francois\" devient \"francs\" plutot que \"st francois\"\n",
    "final_result.loc[final_result['nom_rue'] == 'francois', 'Suggested_Street_Name'] = 'st francois'\n",
    "\n",
    "#\"halle\" devient \"chally\" plutot que \"l halle\"\n",
    "final_result.loc[final_result['nom_rue'] == 'halle', 'Suggested_Street_Name'] = 'l halle'\n",
    "\n",
    "#\"vichy\" devient \"ouchy\" mais devrait etre enlevé (s'il n'apparait pas dans le dictionnaire)\n",
    "\n",
    "final_result.to_excel(\"distances.xlsx\", index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e5311c4b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Top 10 Levenshtein minimum distance row counts\n",
      "Levenshtein_Distance\n",
      "0.000000    33579\n",
      "0.052632        4\n",
      "0.062500       62\n",
      "0.066667       30\n",
      "0.076923      204\n",
      "            ...  \n",
      "1.218182       20\n",
      "1.291399        1\n",
      "1.317391       20\n",
      "1.345652        1\n",
      "1.450000        1\n",
      "Name: count, Length: 837, dtype: int64\n",
      "Number of rows with Levenshtein distance <= 3: 95300\n",
      "Total number of rows: 95300\n",
      "Top 10 suggested keyword values:\n",
      "Suggested_Street_Name\n",
      "martheray               5178\n",
      "bourg                   4702\n",
      "st laurent              4484\n",
      "du pre                  4274\n",
      "grand st jean           4119\n",
      "verdonnet               3542\n",
      "challe de st laurent    3424\n",
      "cite derriere           2805\n",
      "st francois             2675\n",
      "ouchy                   2490\n",
      "Name: count, dtype: int64\n",
      "For the suggested street name 'martheray':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. martheray, 1477\n",
      "2. martherey, 1328\n",
      "3. marteray, 265\n",
      "----\n",
      "For the suggested street name 'bourg':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. bourg, 3630\n",
      "2. de bourg, 789\n",
      "3. bourge, 56\n",
      "----\n",
      "For the suggested street name 'st laurent':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. st laurent, 1401\n",
      "2. laurent, 772\n",
      "3. laurens, 202\n",
      "----\n",
      "For the suggested street name 'du pre':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. du pre, 1881\n",
      "2. pre, 1458\n",
      "3. fre, 244\n",
      "----\n",
      "For the suggested street name 'grand st jean':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. grand st jean, 1072\n",
      "2. st jean, 1032\n",
      "3. grand s jean, 218\n",
      "----\n",
      "For the suggested street name 'verdonnet':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. werdonet, 3290\n",
      "2. verdonnet, 66\n",
      "3. bourdonnette, 43\n",
      "----\n",
      "For the suggested street name 'challe de st laurent':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. annee de naissance, 379\n",
      "2. challe de st laurent, 174\n",
      "3. hallede st laurent, 119\n",
      "----\n",
      "For the suggested street name 'cite derriere':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. cite derriere, 404\n",
      "2. derriere, 209\n",
      "3. cile derriere, 155\n",
      "----\n",
      "For the suggested street name 'st francois':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. st francois, 1076\n",
      "2. francois, 707\n",
      "3. jn francois, 234\n",
      "----\n",
      "For the suggested street name 'ouchy':\n",
      "Top 3 original street names and their occurrences:\n",
      "1. ouchy, 2175\n",
      "2. cuchy, 87\n",
      "3. luchy, 50\n",
      "----\n"
     ]
    }
   ],
   "source": [
    "# Print statistics of the number of rows per Levenshtein distance\n",
    "statistics = final_result['Levenshtein_Distance'].value_counts().sort_index()\n",
    "print(\"Top 10 Levenshtein minimum distance row counts\")\n",
    "print(statistics[0:10])\n",
    "\n",
    "# Calculate and print the number of rows with Levenshtein distance <= 3\n",
    "num_rows_levenshtein_3 = sum(final_result['Levenshtein_Distance'] <= 3)\n",
    "print(\"Number of rows with Levenshtein distance <= 3:\", num_rows_levenshtein_3)\n",
    "\n",
    "# Calculate and print the total number of rows\n",
    "total_rows = len(final_result)\n",
    "print(\"Total number of rows:\", total_rows)\n",
    "\n",
    "# Print statistics of the values and occurrences of each suggested keyword\n",
    "keyword_statistics = final_result['Suggested_Street_Name'].value_counts()\n",
    "\n",
    "print(\"Top 10 suggested keyword values:\")\n",
    "print(keyword_statistics[0:10])\n",
    "\n",
    "# Find the top 10 suggested street names\n",
    "top_suggested_street_names = final_result['Suggested_Street_Name'].value_counts().head(10).index.tolist()\n",
    "\n",
    "# Create a dictionary to store the top 10 original street names for each suggested street name\n",
    "top_original_street_names = {}\n",
    "\n",
    "# Iterate through each of the top 10 suggested street names\n",
    "for suggested_street_name in top_suggested_street_names:\n",
    "    filtered_data = final_result[final_result['Suggested_Street_Name'] == suggested_street_name]\n",
    "    original_street_counts = filtered_data['nom_rue'].value_counts()\n",
    "    top_original_streets = list(original_street_counts.head(3).items())\n",
    "    top_original_street_names[suggested_street_name] = top_original_streets\n",
    "\n",
    "# Print the results\n",
    "for suggested_street_name, top_original_streets in top_original_street_names.items():\n",
    "    print(f\"For the suggested street name '{suggested_street_name}':\")\n",
    "    print(\"Top 3 original street names and their occurrences:\")\n",
    "    for i, (original_street, occurrences) in enumerate(top_original_streets, start=1):\n",
    "        print(f\"{i}. {original_street}, {occurrences}\")\n",
    "    print(\"----\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "35ef0ecb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# For all files in recensements_cleaned, append Suggested_Street_Name value given the current nom_rue value and the distances.csv mapping if the distance value in distances.csv is <= 3\n",
    "\n",
    "# Reading the 'final_result' dataframe and dropping duplicates\n",
    "unique_distances = final_result.drop_duplicates(subset='nom_rue', keep='first')\n",
    "\n",
    "clean_folder_path = './recensements_cleaned'\n",
    "\n",
    "# Iterate through each file in the folder and process street names\n",
    "for filename in os.listdir(clean_folder_path):\n",
    "    if filename.endswith(\".xlsx\"):\n",
    "        file_path = os.path.join(clean_folder_path, filename)\n",
    "        df = pd.read_excel(file_path)\n",
    "\n",
    "        # Merge the 'df' dataframe with 'unique_distances' based on the 'nom_rue' column\n",
    "        merged_df = pd.merge(df, unique_distances, on='nom_rue', how='left')\n",
    "        \n",
    "        # Keep only the rows where the 'Levenshtein_Distance' column value is <= 3\n",
    "        merged_df = merged_df[merged_df['Levenshtein_Distance'] <= 3]\n",
    "        \n",
    "        # Save the resulting Excel file\n",
    "        output_file = file_path.replace('.xlsx', '_merged.xlsx')\n",
    "        output_file = output_file.replace('./recensements_cleaned', './recensements_merged')\n",
    "        merged_df.to_excel(output_file, index=False)\n",
    "        \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "40425b63",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from Levenshtein import distance\n",
    "\n",
    "recensements_merged_path = './recensements_merged'\n",
    "\n",
    "# Use list comprehension for file reading\n",
    "file_names = [filename for filename in os.listdir(recensements_merged_path) if filename.endswith(\".xlsx\") and not filename.startswith(\"~$\")]\n",
    "dataframes = [pd.read_excel(os.path.join(recensements_merged_path, filename)) for filename in file_names]\n",
    "\n",
    "# Define the columns for comparison\n",
    "comparison_columns = ['proprietaire_nom', 'chef_prenom', 'chef_nom', 'chef_annee_naissance', 'epouse_nom', 'epouse_annee_naissance', 'enfants_dans_la_commune_prenom', 'enfants_annee_naissance', 'chef_origine', 'chef_vocation']\n",
    "\n",
    "# Function for distance calculation\n",
    "def calculate_distance(row1, row2):\n",
    "    return np.sum([distance(str(row1[col]), str(row2[col])) for col in comparison_columns])\n",
    "\n",
    "# Function for matching\n",
    "def match_rows(row, file_to_match):\n",
    "    distances = file_to_match.apply(lambda matching_row: calculate_distance(row, matching_row), axis=1)\n",
    "    min_distance_index = distances.idxmin()\n",
    "    min_row = file_to_match.loc[min_distance_index]\n",
    "    return min_row, distances[min_distance_index]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "18319ab6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start matching\n",
      "finished matching\n",
      "Row 0 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                  747\n",
      "nom_rue                                   aisse\n",
      "no_maison                                    14\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                            benjamin\n",
      "chef_nom                               blanchet\n",
      "chef_annee_naissance                       1807\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                                  ·\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                         confiseur\n",
      "chef_recepisse                              975\n",
      "pensionnaires_prenom              jachine henri\n",
      "pensionnaires_nom                      beychien\n",
      "pensionnaires_origine                   panthaz\n",
      "pensionnaires_condition               apprentis\n",
      "pensionnaires_recepisse                    4608\n",
      "observations                                  ·\n",
      "Page                                         30\n",
      "Suggested_Street_Name                       ais\n",
      "Levenshtein_Distance                   0.533333\n",
      "Name: 8, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                    800.0\n",
      "ID number corr                 787\n",
      "Page                            28\n",
      "erreur_ligne                   oui\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name        chene\n",
      "Levenshtein_Distance      0.514286\n",
      "Name: 88, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                               1270\n",
      "nom_rue                           st francois\n",
      "no_maison                                  82\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                             veuve\n",
      "chef_nom                             dubochet\n",
      "chef_annee_naissance                     1794\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                                ·\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                        rentiere\n",
      "chef_recepisse                           3491\n",
      "pensionnaires_prenom                   swette\n",
      "pensionnaires_nom                       viret\n",
      "pensionnaires_origine                 villarz\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       39\n",
      "Suggested_Street_Name             st francois\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 3808, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                                              1288\n",
      "nom_rue                                                                bourg\n",
      "no_maison                                                                 40\n",
      "proprietaire_nom                                                           ·\n",
      "chef_prenom                                                         benjamin\n",
      "chef_nom                                                            blanchet\n",
      "chef_annee_naissance                                                    1807\n",
      "epouse_nom                                                            gaudin\n",
      "epouse_annee_naissance                                                  1812\n",
      "enfants_dans_la_commune_prenom                                             ·\n",
      "enfants_annee_naissance                                                    ·\n",
      "chef_origine                                                           lutry\n",
      "chef_annee_arrivee                                                        ne\n",
      "chef_vocation                                                      congiseur\n",
      "chef_recepisse                                                          3460\n",
      "pensionnaires_prenom                                   susanne|antoine|isaac\n",
      "pensionnaires_nom                               grollux|riche|piolet ciccard\n",
      "pensionnaires_origine             noville|romont|corp francaise berhagerthal\n",
      "pensionnaires_condition                   domestique apprenti|ouvrier|commis\n",
      "pensionnaires_recepisse                                    589680990|·|11289\n",
      "observations                                      ses parentis sont en ville\n",
      "Page                                                                      49\n",
      "Suggested_Street_Name                                                  bourg\n",
      "Levenshtein_Distance                                                     0.0\n",
      "Name: 219, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                                  1073\n",
      "nom_rue                                                    bourg\n",
      "no_maison                                                     56\n",
      "proprietaire_nom                                               ·\n",
      "chef_prenom                                             benjamin\n",
      "chef_nom                                                blanchet\n",
      "chef_annee_naissance                                        1807\n",
      "epouse_nom                                                gaudin\n",
      "epouse_annee_naissance                                      1812\n",
      "enfants_dans_la_commune_prenom                                 ·\n",
      "enfants_annee_naissance                                        ·\n",
      "chef_origine                                               lutry\n",
      "chef_annee_arrivee                                            ne\n",
      "chef_vocation                                          confiseur\n",
      "chef_recepisse                                              3460\n",
      "pensionnaires_prenom                       susanne|henri|charles\n",
      "pensionnaires_nom                                 favre|·|seeger\n",
      "pensionnaires_origine                        goumoens|wurtemberg\n",
      "pensionnaires_condition           apprentis|ouvrier|pensionnaire\n",
      "pensionnaires_recepisse                              23430|22509\n",
      "observations                         ses parent testent en ville\n",
      "Page                                                          38\n",
      "Suggested_Street_Name                                      bourg\n",
      "Levenshtein_Distance                                         0.0\n",
      "Name: 237, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                 3481\n",
      "nom_rue                                  vurgue\n",
      "no_maison                                    22\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                 rochat\n",
      "chef_annee_naissance                       1807\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                                  ·\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          gondanme\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        117\n",
      "Suggested_Street_Name                    jorgne\n",
      "Levenshtein_Distance                   0.583333\n",
      "Name: 3987, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                     2106\n",
      "nom_rue                           montee st laurent\n",
      "no_maison                                        37\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                               jeannette\n",
      "chef_nom                                     bonnet\n",
      "chef_annee_naissance                           1787\n",
      "epouse_nom                                        ·\n",
      "epouse_annee_naissance                            ·\n",
      "enfants_dans_la_commune_prenom                    ·\n",
      "enfants_annee_naissance                           ·\n",
      "chef_origine                                      ·\n",
      "chef_annee_arrivee                                ·\n",
      "chef_vocation                             tailleuse\n",
      "chef_recepisse                                 1783\n",
      "pensionnaires_prenom                  mredjosephise\n",
      "pensionnaires_nom                            monton\n",
      "pensionnaires_origine                   d etagniere\n",
      "pensionnaires_condition                     soeur d\n",
      "pensionnaires_recepisse                        1832\n",
      "observations                                      ·\n",
      "Page                                             57\n",
      "Suggested_Street_Name             montee st laurent\n",
      "Levenshtein_Distance                            0.0\n",
      "Name: 2624, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                                  2728\n",
      "nom_rue                                                  menerit\n",
      "no_maison                                                     18\n",
      "proprietaire_nom                                               ·\n",
      "chef_prenom                                             ganchere\n",
      "chef_nom                                                  bellet\n",
      "chef_annee_naissance                                        1801\n",
      "epouse_nom                                                     ·\n",
      "epouse_annee_naissance                                         ·\n",
      "enfants_dans_la_commune_prenom                                 ·\n",
      "enfants_annee_naissance                                        ·\n",
      "chef_origine                                                   ·\n",
      "chef_annee_arrivee                                             ·\n",
      "chef_vocation                                            rogeuse\n",
      "chef_recepisse                                              7694\n",
      "pensionnaires_prenom                                 jean|joseph\n",
      "pensionnaires_nom                 servane fils|fontaine auberlet\n",
      "pensionnaires_origine                   boriodetta|lugane horine\n",
      "pensionnaires_condition                       maun|gypsier macon\n",
      "pensionnaires_recepisse                              26462|18120\n",
      "observations                                                   ·\n",
      "Page                                                          87\n",
      "Suggested_Street_Name                                   menerier\n",
      "Levenshtein_Distance                                        0.25\n",
      "Name: 2737, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                            3530\n",
      "nom_rue                              ouchy\n",
      "no_maison                               17\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                       benjamin\n",
      "chef_nom                           lambert\n",
      "chef_annee_naissance                  1793\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                             ·\n",
      "chef_annee_arrivee                    1793\n",
      "chef_vocation                      pecheur\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                   125\n",
      "Suggested_Street_Name                ouchy\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 2953, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                              3207\n",
      "nom_rue                                ouchy\n",
      "no_maison                                 53\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                       benjamin a\n",
      "chef_nom                             lamberl\n",
      "chef_annee_naissance                    1793\n",
      "epouse_nom                                 ·\n",
      "epouse_annee_naissance                     ·\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                               ·\n",
      "chef_annee_arrivee                      1793\n",
      "chef_vocation                        pecheur\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                     117\n",
      "Suggested_Street_Name                  ouchy\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 2421, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                            3496\n",
      "nom_rue                              ouchy\n",
      "no_maison                               53\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                       benjamin\n",
      "chef_nom                           lambert\n",
      "chef_annee_naissance                  1793\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                             ·\n",
      "chef_annee_arrivee                    1793\n",
      "chef_vocation                      pocheur\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                   123\n",
      "Suggested_Street_Name                ouchy\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 2778, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                              220\n",
      "nom_rue                                        anc de bourg\n",
      "nom_rue_htr_corr                               anc de bourg\n",
      "nom_rue_norm                                   anc de bourg\n",
      "no_maison                                                31\n",
      "proprietaire_nom                                          ·\n",
      "proprietaire_nom_corr                                     ·\n",
      "proprietaire_nom_htr_corr                                 ·\n",
      "proprietaire_nom_norm                                     ·\n",
      "chef_prenom                                           henri\n",
      "chef_prenom_htr_corr                                  henri\n",
      "chef_prenom_norm                                      henri\n",
      "chef_nom                                             perrot\n",
      "chef_nom_corr                                        perrot\n",
      "chef_nom_htr_corr                                    perrot\n",
      "chef_nom_norm                                        perrot\n",
      "chef_annee_naissance                                   1817\n",
      "epouse_nom                                                ·\n",
      "epouse_nom_corr                                           ·\n",
      "epouse_nom_htr_corr                                       ·\n",
      "epouse_nom_norm                                           ·\n",
      "epouse_annee_naissance                                    ·\n",
      "enfants_dans_la_commune_prenom                            ·\n",
      "enfants_dans_la_commune_prenom_htr_corr                   ·\n",
      "enfants_dans_la_commune_prenom_norm                       ·\n",
      "enfants_annee_naissance                                   ·\n",
      "chef_origine                                              ·\n",
      "chef_origine_corr                                         ·\n",
      "chef_origine_htr_corr                                     ·\n",
      "chef_origine_norm                                         ·\n",
      "chef_annee_arrivee                                        ·\n",
      "chef_vocation                                       rentier\n",
      "chef_vocation_top_terms                             rentier\n",
      "chef_vocation_htr_corr                              rentier\n",
      "chef_vocation_norm                                  rentier\n",
      "chef_recepisse                                            ·\n",
      "pensionnaires_prenom                                  henri\n",
      "pensionnaires_prenom_htr_corr                         henri\n",
      "pensionnaires_prenom_norm                             henri\n",
      "pensionnaires_nom                                   chapuis\n",
      "pensionnaires_nom_corr                              chapuis\n",
      "pensionnaires_nom_htr_corr                          chapuis\n",
      "pensionnaires_nom_norm                              chapuis\n",
      "pensionnaires_origine                             epalinges\n",
      "pensionnaires_origine_corr                        epalinges\n",
      "pensionnaires_origine_htr_corr                    epalinges\n",
      "pensionnaires_origine_norm                        epalinges\n",
      "pensionnaires_condition                        de naisse id\n",
      "pensionnaires_condition_top_terms              de naisse id\n",
      "pensionnaires_condition_htr_corr               de naisse id\n",
      "pensionnaires_condition_norm                   de naisse id\n",
      "pensionnaires_recepisse                               10318\n",
      "observations                                              ·\n",
      "Page                                                      8\n",
      "Suggested_Street_Name                      cheneau de bourg\n",
      "Levenshtein_Distance                                0.40625\n",
      "Name: 19, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                       1112\n",
      "nom_rue                           ane ou pelit s jean\n",
      "no_maison                                          47\n",
      "proprietaire_nom                                    ·\n",
      "chef_prenom                                     david\n",
      "chef_nom                                        blanc\n",
      "chef_annee_naissance                             1825\n",
      "epouse_nom                                          ·\n",
      "epouse_annee_naissance                              ·\n",
      "enfants_dans_la_commune_prenom                      ·\n",
      "enfants_annee_naissance                             ·\n",
      "chef_origine                                        ·\n",
      "chef_annee_arrivee                                  ·\n",
      "chef_vocation                                     eur\n",
      "chef_recepisse                                      ·\n",
      "pensionnaires_prenom                                ·\n",
      "pensionnaires_nom                                   ·\n",
      "pensionnaires_origine                               ·\n",
      "pensionnaires_condition                             ·\n",
      "pensionnaires_recepisse                             ·\n",
      "observations                                        ·\n",
      "Page                                               42\n",
      "Suggested_Street_Name                   petit st jean\n",
      "Levenshtein_Distance                         0.714575\n",
      "Name: 213, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                              802\n",
      "nom_rue                             pien ve\n",
      "no_maison                                23\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                       henriette\n",
      "chef_nom                              schel\n",
      "chef_annee_naissance                   1800\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                              ·\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                      rentiere\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                  lucie\n",
      "pensionnaires_nom                    pachey\n",
      "pensionnaires_origine                  liez\n",
      "pensionnaires_condition                 eid\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     28\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance               0.666667\n",
      "Name: 3199, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                             2736\n",
      "nom_rue                            mercerie\n",
      "no_maison                                18\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           marie\n",
      "chef_nom                          braissant\n",
      "chef_annee_naissance                   1825\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                              ·\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                       poelier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                    103\n",
      "Suggested_Street_Name              mercerie\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 2847, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                 2704\n",
      "nom_rue                              e eu aisse\n",
      "no_maison                                    13\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               henri\n",
      "chef_nom                                   hany\n",
      "chef_annee_naissance                       1801\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                                  ·\n",
      "chef_vocation                            commis\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        101\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.769231\n",
      "Name: 1448, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                            1019\n",
      "nom_rue                            sepinet\n",
      "no_maison                               17\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                           rodb\n",
      "chef_nom                          blanchet\n",
      "chef_annee_naissance                  1807\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                         vevey\n",
      "chef_vocation                      rentier\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    38\n",
      "Suggested_Street_Name              pepinet\n",
      "Levenshtein_Distance              0.142857\n",
      "Name: 3645, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                            824\n",
      "nom_rue                             bourg\n",
      "no_maison                             100\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                         henri\n",
      "chef_nom                           rosset\n",
      "chef_annee_naissance                    ·\n",
      "epouse_nom                              ·\n",
      "epouse_annee_naissance                  ·\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                            ·\n",
      "chef_vocation                     rentier\n",
      "chef_recepisse                          ·\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition                 ·\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                   31\n",
      "Suggested_Street_Name               bourg\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 368, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                            2993\n",
      "nom_rue                           mercerie\n",
      "no_maison                               42\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                           jean\n",
      "chef_nom                             pache\n",
      "chef_annee_naissance                  1800\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                             ·\n",
      "chef_vocation                            ·\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                   118\n",
      "Suggested_Street_Name             mercerie\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 2962, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                2762\n",
      "nom_rue                           petit rocher\n",
      "no_maison                                   34\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                              marie\n",
      "chef_nom                                verley\n",
      "chef_annee_naissance                      1806\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                                 ·\n",
      "chef_vocation                         rentiere\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       107\n",
      "Suggested_Street_Name              petit chene\n",
      "Levenshtein_Distance                  0.431818\n",
      "Name: 3222, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                            1838\n",
      "nom_rue                              sejan\n",
      "no_maison                               41\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          louis\n",
      "chef_nom                             pache\n",
      "chef_annee_naissance                  1838\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                             ·\n",
      "chef_vocation                     horloger\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    69\n",
      "Suggested_Street_Name                 jean\n",
      "Levenshtein_Distance                  0.55\n",
      "Name: 3872, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                             4497\n",
      "id                          4589.0\n",
      "erreur_ligne                   oui\n",
      "division                       NaN\n",
      "nom_rue                   villards\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr           ·\n",
      "Page                           189\n",
      "Suggested_Street_Name      villars\n",
      "Levenshtein_Distance      0.196429\n",
      "Name: 4476, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                           2167\n",
      "nom_rue                           l halle\n",
      "no_maison                              51\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                         henri\n",
      "chef_nom                           becker\n",
      "chef_annee_naissance                 1780\n",
      "epouse_nom                              ·\n",
      "epouse_annee_naissance                  ·\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                            ·\n",
      "chef_vocation                      glaris\n",
      "chef_recepisse                          ·\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition                 ·\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                   80\n",
      "Suggested_Street_Name             l halle\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 2276, dtype: object\n",
      "Row 1 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                               748\n",
      "nom_rue                                aisse\n",
      "no_maison                                 14\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                        elisabeth\n",
      "chef_nom                            blanchet\n",
      "chef_annee_naissance                     nee\n",
      "epouse_nom                          duperruz\n",
      "epouse_annee_naissance                  1778\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                           lutry\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                              ·\n",
      "chef_recepisse                           975\n",
      "pensionnaires_prenom                 georges\n",
      "pensionnaires_nom                    laurent\n",
      "pensionnaires_origine                 prilly\n",
      "pensionnaires_condition           domestique\n",
      "pensionnaires_recepisse                 4032\n",
      "observations                               ·\n",
      "Page                                      30\n",
      "Suggested_Street_Name                    ais\n",
      "Levenshtein_Distance                0.533333\n",
      "Name: 9, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   1442.0\n",
      "ID number corr                1404\n",
      "Page                            50\n",
      "erreur_ligne                   oui\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name      du pont\n",
      "Levenshtein_Distance      0.428571\n",
      "Name: 447, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                  400\n",
      "nom_rue                           stierre etraz\n",
      "no_maison                                     6\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       veuve d abram\n",
      "chef_nom                               blanchet\n",
      "chef_annee_naissance                        nee\n",
      "epouse_nom                             duperrut\n",
      "epouse_annee_naissance                     1778\n",
      "enfants_dans_la_commune_prenom        charlotte\n",
      "enfants_annee_naissance                    1814\n",
      "chef_origine                              lutry\n",
      "chef_annee_arrivee                           ne\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         13\n",
      "Suggested_Street_Name                 st pierre\n",
      "Levenshtein_Distance                   0.752137\n",
      "Name: 3921, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                              407\n",
      "nom_rue                           ft pierre\n",
      "no_maison                                 6\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         d abram\n",
      "chef_nom                           blanchet\n",
      "chef_annee_naissance                    nee\n",
      "epouse_nom                         duperrut\n",
      "epouse_annee_naissance                 1778\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          lutry\n",
      "chef_annee_arrivee                      nee\n",
      "chef_vocation                      rentiere\n",
      "chef_recepisse                          975\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     13\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance               0.111111\n",
      "Name: 1332, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                 3010\n",
      "nom_rue                            fite deniere\n",
      "no_maison                                     5\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                           ab samuel\n",
      "chef_nom                                pauquer\n",
      "chef_annee_naissance                       1804\n",
      "epouse_nom                                clere\n",
      "epouse_annee_naissance                     1819\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                              lutry\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        108\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.384615\n",
      "Name: 1261, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                 1443\n",
      "nom_rue                           grand fs jean\n",
      "no_maison                                     3\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                           elisabeth\n",
      "chef_nom                                  pache\n",
      "chef_annee_naissance                       1800\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                                  ·\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         49\n",
      "Suggested_Street_Name             grand st jean\n",
      "Levenshtein_Distance                   0.346154\n",
      "Name: 1678, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                              321\n",
      "nom_rue                               bourg\n",
      "no_maison                                11\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           veuve\n",
      "chef_nom                           blanchet\n",
      "chef_annee_naissance                   1778\n",
      "epouse_nom                        dufferent\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          lutry\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                      rentiere\n",
      "chef_recepisse                          975\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                      9\n",
      "Suggested_Street_Name                 bourg\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 203, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                                   1380\n",
      "nom_rue                                              grand - jean\n",
      "no_maison                                                      28\n",
      "proprietaire_nom                                                ·\n",
      "chef_prenom                                                 veuve\n",
      "chef_nom                                                    briod\n",
      "chef_annee_naissance                                          nee\n",
      "epouse_nom                                                  davel\n",
      "epouse_annee_naissance                                       1780\n",
      "enfants_dans_la_commune_prenom                                  ·\n",
      "enfants_annee_naissance                                         ·\n",
      "chef_origine                                               lucens\n",
      "chef_annee_arrivee                                              ·\n",
      "chef_vocation                                                   ·\n",
      "chef_recepisse                                               3116\n",
      "pensionnaires_prenom              jochie|jean jaques|jean gaspard\n",
      "pensionnaires_nom                        champrenoud|gitr|schocho\n",
      "pensionnaires_origine                    cully|kuster|fischenchal\n",
      "pensionnaires_condition                         nie|commis|commis\n",
      "pensionnaires_recepisse                          7733|26233|25066\n",
      "observations                                                    ·\n",
      "Page                                                           42\n",
      "Suggested_Street_Name                               grand st jean\n",
      "Levenshtein_Distance                                     0.346154\n",
      "Name: 1629, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                              940\n",
      "nom_rue                            marteray\n",
      "no_maison                                26\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           abram\n",
      "chef_nom                           decastel\n",
      "chef_annee_naissance                   1801\n",
      "epouse_nom                         balissat\n",
      "epouse_annee_naissance                 1797\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          lutry\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                             ·\n",
      "chef_recepisse                         3723\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     32\n",
      "Suggested_Street_Name             martheray\n",
      "Levenshtein_Distance               0.333333\n",
      "Name: 2254, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                        1102\n",
      "nom_rue                                  grand st jean\n",
      "no_maison                                           29\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                      veuve\n",
      "chef_nom                                         briod\n",
      "chef_annee_naissance                               nee\n",
      "epouse_nom                                       davel\n",
      "epouse_annee_naissance                            1780\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                    lucens\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                        ·\n",
      "chef_recepisse                                    5116\n",
      "pensionnaires_prenom                       sophie|leon\n",
      "pensionnaires_nom                 champrenau|jeanmonod\n",
      "pensionnaires_origine                   cully prosence\n",
      "pensionnaires_condition             de niee ecole morn\n",
      "pensionnaires_recepisse                           7733\n",
      "observations                                         ·\n",
      "Page                                                47\n",
      "Suggested_Street_Name                    grand st jean\n",
      "Levenshtein_Distance                               0.0\n",
      "Name: 1465, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                 982\n",
      "nom_rue                                  bourg\n",
      "no_maison                                   60\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                              veuve\n",
      "chef_nom                           blanche noe\n",
      "chef_annee_naissance                      1781\n",
      "epouse_nom                              kuebel\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                             lutry\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                                ·\n",
      "chef_recepisse                            5127\n",
      "pensionnaires_prenom                      jean\n",
      "pensionnaires_nom                        blanc\n",
      "pensionnaires_origine                 lausanne\n",
      "pensionnaires_condition           pensionnaire\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        37\n",
      "Suggested_Street_Name                    bourg\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 347, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                       146\n",
      "nom_rue                                        bourg\n",
      "nom_rue_htr_corr                               bourg\n",
      "nom_rue_norm                                   bourg\n",
      "no_maison                                         71\n",
      "proprietaire_nom                                   ·\n",
      "proprietaire_nom_corr                              ·\n",
      "proprietaire_nom_htr_corr                          ·\n",
      "proprietaire_nom_norm                              ·\n",
      "chef_prenom                                    veuve\n",
      "chef_prenom_htr_corr                           veuve\n",
      "chef_prenom_norm                               veuve\n",
      "chef_nom                                    blanchet\n",
      "chef_nom_corr                               blanchet\n",
      "chef_nom_htr_corr                           blanchet\n",
      "chef_nom_norm                               blanchet\n",
      "chef_annee_naissance                             nee\n",
      "epouse_nom                                 dubertice\n",
      "epouse_nom_corr                            dubertice\n",
      "epouse_nom_htr_corr                        dubertice\n",
      "epouse_nom_norm                            dubertice\n",
      "epouse_annee_naissance                          1778\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_dans_la_commune_prenom_htr_corr            ·\n",
      "enfants_dans_la_commune_prenom_norm                ·\n",
      "enfants_annee_naissance                            ·\n",
      "chef_origine                                   lutry\n",
      "chef_origine_corr                              lutry\n",
      "chef_origine_htr_corr                          lutry\n",
      "chef_origine_norm                              lutry\n",
      "chef_annee_arrivee                                 ·\n",
      "chef_vocation                               rentiere\n",
      "chef_vocation_top_terms                     rentiere\n",
      "chef_vocation_htr_corr                      rentiere\n",
      "chef_vocation_norm                          rentiere\n",
      "chef_recepisse                                   975\n",
      "pensionnaires_prenom                          comoud\n",
      "pensionnaires_prenom_htr_corr                 comoud\n",
      "pensionnaires_prenom_norm                     comoud\n",
      "pensionnaires_nom                             pochon\n",
      "pensionnaires_nom_corr                        pochon\n",
      "pensionnaires_nom_htr_corr                    pochon\n",
      "pensionnaires_nom_norm                        pochon\n",
      "pensionnaires_origine                         france\n",
      "pensionnaires_origine_corr                    france\n",
      "pensionnaires_origine_htr_corr                france\n",
      "pensionnaires_origine_norm                    france\n",
      "pensionnaires_condition                      ouvrier\n",
      "pensionnaires_condition_top_terms            ouvrier\n",
      "pensionnaires_condition_htr_corr             ouvrier\n",
      "pensionnaires_condition_norm                 ouvrier\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                                      id\n",
      "Page                                               5\n",
      "Suggested_Street_Name                          bourg\n",
      "Levenshtein_Distance                             0.0\n",
      "Name: 329, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                 1217\n",
      "nom_rue                           grand st jean\n",
      "no_maison                                     1\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                           henriette\n",
      "chef_nom                                 brelaz\n",
      "chef_annee_naissance                        nee\n",
      "epouse_nom                             gorardet\n",
      "epouse_annee_naissance                     1800\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                              lutry\n",
      "chef_annee_arrivee                         eeee\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         48\n",
      "Suggested_Street_Name             grand st jean\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 1841, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                             200\n",
      "nom_rue                              bourg\n",
      "no_maison                               92\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          veuve\n",
      "chef_nom                          blanchet\n",
      "chef_annee_naissance                    ne\n",
      "epouse_nom                        duperret\n",
      "epouse_annee_naissance                1778\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                         lutry\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                        march\n",
      "chef_recepisse                        1324\n",
      "pensionnaires_prenom                 marie\n",
      "pensionnaires_nom                     roex\n",
      "pensionnaires_origine             de berne\n",
      "pensionnaires_condition               dque\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                     6\n",
      "Suggested_Street_Name                bourg\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 329, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                             770\n",
      "nom_rue                           rotillen\n",
      "no_maison                               14\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          veuve\n",
      "chef_nom                          blanchet\n",
      "chef_annee_naissance                   nee\n",
      "epouse_nom                        duperret\n",
      "epouse_annee_naissance                1778\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                         lutry\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                     rentiere\n",
      "chef_recepisse                         975\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    29\n",
      "Suggested_Street_Name             sebillon\n",
      "Levenshtein_Distance                0.5625\n",
      "Name: 3481, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                             875\n",
      "nom_rue                           rovillen\n",
      "no_maison                               14\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          veuve\n",
      "chef_nom                          blanchet\n",
      "chef_annee_naissance                   nee\n",
      "epouse_nom                        duperrut\n",
      "epouse_annee_naissance                1772\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                         lutry\n",
      "chef_vocation                     rentiere\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    32\n",
      "Suggested_Street_Name             sebillon\n",
      "Levenshtein_Distance                0.5625\n",
      "Name: 3551, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                             860\n",
      "nom_rue                              bourg\n",
      "no_maison                               73\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          veuve\n",
      "chef_nom                          blanchot\n",
      "chef_annee_naissance                    ne\n",
      "epouse_nom                        duperrut\n",
      "epouse_annee_naissance                1778\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                         lutry\n",
      "chef_vocation                     rentiere\n",
      "chef_recepisse                         975\n",
      "pensionnaires_prenom                  beat\n",
      "pensionnaires_nom                   savary\n",
      "pensionnaires_origine              payerne\n",
      "pensionnaires_condition                dqu\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    32\n",
      "Suggested_Street_Name                bourg\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 256, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                 2457\n",
      "nom_rue                                 laurent\n",
      "no_maison                                    66\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       fouchette ver\n",
      "chef_nom                               dizerens\n",
      "chef_annee_naissance                          ·\n",
      "epouse_nom                               perrin\n",
      "epouse_annee_naissance                     1777\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                              lutry\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         86\n",
      "Suggested_Street_Name                st laurent\n",
      "Levenshtein_Distance                        0.3\n",
      "Name: 2336, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                       1408\n",
      "nom_rue                                        du pre\n",
      "no_maison                                          17\n",
      "proprietaire_nom                                    ·\n",
      "chef_prenom                                     veuve\n",
      "chef_nom                                      blanche\n",
      "chef_annee_naissance                              nee\n",
      "epouse_nom                                     knebel\n",
      "epouse_annee_naissance                           1779\n",
      "enfants_dans_la_commune_prenom                      ·\n",
      "enfants_annee_naissance                             ·\n",
      "chef_origine                                    lutry\n",
      "chef_vocation                                   point\n",
      "chef_recepisse                                   2127\n",
      "pensionnaires_prenom              veuve isaline piere\n",
      "pensionnaires_nom                      beroud cerians\n",
      "pensionnaires_origine                 econtaux savoie\n",
      "pensionnaires_condition              pensionnaire idm\n",
      "pensionnaires_recepisse                           106\n",
      "observations                                        ·\n",
      "Page                                               55\n",
      "Suggested_Street_Name                          du pre\n",
      "Levenshtein_Distance                              0.0\n",
      "Name: 1421, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                               1431\n",
      "nom_rue                                                   pre\n",
      "no_maison                                                  14\n",
      "proprietaire_nom                                            ·\n",
      "chef_prenom                                             veuve\n",
      "chef_nom                                              blanche\n",
      "chef_annee_naissance                                      nee\n",
      "epouse_nom                                             inebel\n",
      "epouse_annee_naissance                                   1779\n",
      "enfants_dans_la_commune_prenom                              ·\n",
      "enfants_annee_naissance                                     ·\n",
      "chef_origine                                            lutry\n",
      "chef_vocation                                           point\n",
      "chef_recepisse                                           3127\n",
      "pensionnaires_prenom                     veuve isaline pierre\n",
      "pensionnaires_nom                 beroud nee blanches cerians\n",
      "pensionnaires_origine                         ecautaux savoie\n",
      "pensionnaires_condition                      pensionnaire idm\n",
      "pensionnaires_recepisse                              1130 106\n",
      "observations                                                ·\n",
      "Page                                                       57\n",
      "Suggested_Street_Name                                  du pre\n",
      "Levenshtein_Distance                                      0.5\n",
      "Name: 3374, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                      62\n",
      "nom_rue                           cheneau de bourg\n",
      "no_maison                                       10\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                                  marie\n",
      "chef_nom                                   ecoffey\n",
      "chef_annee_naissance                           nee\n",
      "epouse_nom                                couchoud\n",
      "epouse_annee_naissance                        1706\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                                 lutry\n",
      "chef_vocation                                    ·\n",
      "chef_recepisse                                5258\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                             2\n",
      "Suggested_Street_Name             cheneau de bourg\n",
      "Levenshtein_Distance                           0.0\n",
      "Name: 769, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                       2511\n",
      "id                                    2579.0\n",
      "erreur_ligne                             oui\n",
      "division                                   4\n",
      "nom_rue                   ?montee s lerurent\n",
      "                                 ...        \n",
      "observations                               ·\n",
      "observations_line_corr                     ·\n",
      "Page                                      95\n",
      "Suggested_Street_Name      montee st laurent\n",
      "Levenshtein_Distance                0.395425\n",
      "Name: 936, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                  1710\n",
      "nom_rue                                     jean\n",
      "no_maison                                     44\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                       vvede|pisse fs\n",
      "chef_nom                               marguerat\n",
      "chef_annee_naissance                         nee\n",
      "epouse_nom                              dizerens\n",
      "epouse_annee_naissance                      1773\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                               lutry\n",
      "chef_vocation                                  ·\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                 vve de charles\n",
      "pensionnaires_origine             paschoud remau\n",
      "pensionnaires_condition                    lutry\n",
      "pensionnaires_recepisse                       ne\n",
      "observations                                   ·\n",
      "Page                                          65\n",
      "Suggested_Street_Name                       jean\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 2142, dtype: object\n",
      "Row 2 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                             739\n",
      "nom_rue                              aisse\n",
      "no_maison                               13\n",
      "proprietaire_nom                  bessiere\n",
      "chef_prenom                           jean\n",
      "chef_nom                           forster\n",
      "chef_annee_naissance                   181\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                      richberg\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                      commise\n",
      "chef_recepisse                       14161\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    30\n",
      "Suggested_Street_Name                  ais\n",
      "Levenshtein_Distance              0.533333\n",
      "Name: 0, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   1223.0\n",
      "ID number corr                1210\n",
      "Page                            42\n",
      "erreur_ligne                   oui\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name      la cage\n",
      "Levenshtein_Distance      0.642857\n",
      "Name: 442, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                 1695\n",
      "nom_rue                             pent a jean\n",
      "no_maison                                    11\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               fanny\n",
      "chef_nom                                rossier\n",
      "chef_annee_naissance                       1813\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                              vevey\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                           modiste\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         51\n",
      "Suggested_Street_Name             petit st jean\n",
      "Levenshtein_Distance                   0.461538\n",
      "Name: 3067, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                1065\n",
      "nom_rue                               gd chere\n",
      "no_maison                                    2\n",
      "proprietaire_nom                         favre\n",
      "chef_prenom                               jean\n",
      "chef_nom                                 kraer\n",
      "chef_annee_naissance                      1782\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            prilly\n",
      "chef_annee_arrivee                          ne\n",
      "chef_vocation                          rentier\n",
      "chef_recepisse                             827\n",
      "pensionnaires_prenom                  marianne\n",
      "pensionnaires_nom                        kraer\n",
      "pensionnaires_origine                   prilly\n",
      "pensionnaires_condition           pensionnaire\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                             soeur\n",
      "Page                                        38\n",
      "Suggested_Street_Name              grand chene\n",
      "Levenshtein_Distance                  0.454545\n",
      "Name: 1452, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                            2749\n",
      "nom_rue                             marche\n",
      "no_maison                               13\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          jules\n",
      "chef_nom                            dirlam\n",
      "chef_annee_naissance                  1810\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                      daillier\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                       commis\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    96\n",
      "Suggested_Street_Name               marche\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 2145, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                            1089\n",
      "nom_rue                              chene\n",
      "no_maison                                8\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                           jean\n",
      "chef_nom                             kraer\n",
      "chef_annee_naissance                  1782\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                        prilly\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                            ·\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom              lausanne\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    35\n",
      "Suggested_Street_Name                chene\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 647, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                        1706\n",
      "nom_rue                             challes st laurens\n",
      "no_maison                                           18\n",
      "proprietaire_nom                              thiliard\n",
      "chef_prenom                                       jean\n",
      "chef_nom                                     thuillard\n",
      "chef_annee_naissance                              1786\n",
      "epouse_nom                                           ·\n",
      "epouse_annee_naissance                               ·\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                 roicholie\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                 vigneron\n",
      "chef_recepisse                                     615\n",
      "pensionnaires_prenom                                 ·\n",
      "pensionnaires_nom                                    ·\n",
      "pensionnaires_origine                                ·\n",
      "pensionnaires_condition                              ·\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                46\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                              0.35\n",
      "Name: 385, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                               1661\n",
      "nom_rue                                               laurens\n",
      "no_maison                                                  27\n",
      "proprietaire_nom                                            ·\n",
      "chef_prenom                                              jean\n",
      "chef_nom                                                hofer\n",
      "chef_annee_naissance                                     1810\n",
      "epouse_nom                                                  ·\n",
      "epouse_annee_naissance                                      ·\n",
      "enfants_dans_la_commune_prenom                              ·\n",
      "enfants_annee_naissance                                     ·\n",
      "chef_origine                                            hasti\n",
      "chef_annee_arrivee                                          ·\n",
      "chef_vocation                                         id asso\n",
      "chef_recepisse                                           1915\n",
      "pensionnaires_prenom                                     jean\n",
      "pensionnaires_nom                                      rovier\n",
      "pensionnaires_origine                              d echicher\n",
      "pensionnaires_condition                              domestiq\n",
      "pensionnaires_recepisse                                     ·\n",
      "observations                      son ver ent aux baiu mandre\n",
      "Page                                                       50\n",
      "Suggested_Street_Name                              st laurent\n",
      "Levenshtein_Distance                                      0.4\n",
      "Name: 2125, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                             3586\n",
      "nom_rue                           ouchy jot\n",
      "no_maison                                33\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           fritz\n",
      "chef_nom                             brandt\n",
      "chef_annee_naissance                   1819\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          jocle\n",
      "chef_annee_arrivee                     1819\n",
      "chef_vocation                        commis\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                    127\n",
      "Suggested_Street_Name                 ouchy\n",
      "Levenshtein_Distance               0.622222\n",
      "Name: 2994, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                160\n",
      "nom_rue                           st francois\n",
      "no_maison                                  14\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                              jean\n",
      "chef_nom                               hoffer\n",
      "chef_annee_naissance                        ·\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                          argovie\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                         ouvrier\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                        9\n",
      "Suggested_Street_Name             st francois\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 3358, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                            1179\n",
      "nom_rue                            di pont\n",
      "no_maison                               16\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                          jenni\n",
      "chef_nom                           fritder\n",
      "chef_annee_naissance                  1813\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                        paudet\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                      lingere\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    46\n",
      "Suggested_Street_Name              du pont\n",
      "Levenshtein_Distance              0.214286\n",
      "Name: 1261, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                       381\n",
      "nom_rue                                        chene\n",
      "nom_rue_htr_corr                               chene\n",
      "nom_rue_norm                                   chene\n",
      "no_maison                                          5\n",
      "proprietaire_nom                               favre\n",
      "proprietaire_nom_corr                          favre\n",
      "proprietaire_nom_htr_corr                      favre\n",
      "proprietaire_nom_norm                          favre\n",
      "chef_prenom                                     jean\n",
      "chef_prenom_htr_corr                            jean\n",
      "chef_prenom_norm                                jean\n",
      "chef_nom                                     forater\n",
      "chef_nom_corr                                forater\n",
      "chef_nom_htr_corr                            forater\n",
      "chef_nom_norm                                forater\n",
      "chef_annee_naissance                            1782\n",
      "epouse_nom                                         ·\n",
      "epouse_nom_corr                                    ·\n",
      "epouse_nom_htr_corr                                ·\n",
      "epouse_nom_norm                                    ·\n",
      "epouse_annee_naissance                             ·\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_dans_la_commune_prenom_htr_corr            ·\n",
      "enfants_dans_la_commune_prenom_norm                ·\n",
      "enfants_annee_naissance                            ·\n",
      "chef_origine                                       ·\n",
      "chef_origine_corr                                  ·\n",
      "chef_origine_htr_corr                              ·\n",
      "chef_origine_norm                                  ·\n",
      "chef_annee_arrivee                                 ·\n",
      "chef_vocation                                calflue\n",
      "chef_vocation_top_terms                      calflue\n",
      "chef_vocation_htr_corr                       calflue\n",
      "chef_vocation_norm                           calflue\n",
      "chef_recepisse                                  1818\n",
      "pensionnaires_prenom                          rosine\n",
      "pensionnaires_prenom_htr_corr                 rosine\n",
      "pensionnaires_prenom_norm                     rosine\n",
      "pensionnaires_nom                          vallotton\n",
      "pensionnaires_nom_corr                     vallotton\n",
      "pensionnaires_nom_htr_corr                 vallotton\n",
      "pensionnaires_nom_norm                     vallotton\n",
      "pensionnaires_origine                              ·\n",
      "pensionnaires_origine_corr                         ·\n",
      "pensionnaires_origine_htr_corr                     ·\n",
      "pensionnaires_origine_norm                         ·\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_condition_top_terms                  ·\n",
      "pensionnaires_condition_htr_corr                   ·\n",
      "pensionnaires_condition_norm                       ·\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                                       ·\n",
      "Page                                              16\n",
      "Suggested_Street_Name                          chene\n",
      "Levenshtein_Distance                             0.0\n",
      "Name: 730, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                              2412\n",
      "nom_rue                               du pre\n",
      "no_maison                                  4\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                             jean\n",
      "chef_nom                              loppel\n",
      "chef_annee_naissance                    1812\n",
      "epouse_nom                                 ·\n",
      "epouse_annee_naissance                     ·\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                      vurtemberg\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                       plantier\n",
      "chef_recepisse                          1784\n",
      "pensionnaires_prenom                francois\n",
      "pensionnaires_nom                        due\n",
      "pensionnaires_origine              estarayer\n",
      "pensionnaires_condition             apprenti\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      98\n",
      "Suggested_Street_Name                 du pre\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 1513, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                403\n",
      "nom_rue                                 chene\n",
      "no_maison                                  26\n",
      "proprietaire_nom                       berger\n",
      "chef_prenom                             fanny\n",
      "chef_nom                                buger\n",
      "chef_annee_naissance                     1810\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                        eclessene\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                         modiste\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                      chs\n",
      "pensionnaires_nom                       dumac\n",
      "pensionnaires_origine                francois\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                      et luissier\n",
      "Page                                       14\n",
      "Suggested_Street_Name                   chene\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 665, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                           2531\n",
      "nom_rue                           du pont\n",
      "no_maison                               5\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                         jules\n",
      "chef_nom                          donvers\n",
      "chef_annee_naissance                 1817\n",
      "epouse_nom                              ·\n",
      "epouse_annee_naissance                  ·\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                        lussy\n",
      "chef_annee_arrivee                      ·\n",
      "chef_vocation                      commis\n",
      "chef_recepisse                          ·\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition                 ·\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                   96\n",
      "Suggested_Street_Name             du pont\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 1091, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                              2045\n",
      "nom_rue                           st laurent\n",
      "no_maison                                 21\n",
      "proprietaire_nom                      moulia\n",
      "chef_prenom                             jean\n",
      "chef_nom                              roulet\n",
      "chef_annee_naissance                       ·\n",
      "epouse_nom                                 ·\n",
      "epouse_annee_naissance                     ·\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                        ganchard\n",
      "chef_vocation                         natier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      76\n",
      "Suggested_Street_Name             st laurent\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 3877, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                 429\n",
      "nom_rue                              st pierre\n",
      "no_maison                                   15\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                               jean\n",
      "chef_nom                                 buner\n",
      "chef_annee_naissance                      1814\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            zurich\n",
      "chef_vocation                          peintre\n",
      "chef_recepisse                          133537\n",
      "pensionnaires_prenom              de naissance\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        17\n",
      "Suggested_Street_Name                st pierre\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 3977, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                            852\n",
      "nom_rue                             bourg\n",
      "no_maison                             100\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                       jean ls\n",
      "chef_nom                             mery\n",
      "chef_annee_naissance                 1810\n",
      "epouse_nom                              ·\n",
      "epouse_annee_naissance                  ·\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                      wilbegg\n",
      "chef_vocation                     charren\n",
      "chef_recepisse                       2346\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition              dque\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                   32\n",
      "Suggested_Street_Name               bourg\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 396, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                               1001\n",
      "nom_rue                              francois\n",
      "no_maison                                   6\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                              jean\n",
      "chef_nom                               bryner\n",
      "chef_annee_naissance                     1816\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                           zurich\n",
      "chef_vocation                          pentre\n",
      "chef_recepisse                          18318\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       39\n",
      "Suggested_Street_Name             st francois\n",
      "Levenshtein_Distance                 0.272727\n",
      "Name: 1744, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                             1091\n",
      "nom_rue                               bourg\n",
      "no_maison                                74\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           jenny\n",
      "chef_nom                          lecastels\n",
      "chef_annee_naissance                    181\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          lutry\n",
      "chef_vocation                       rentier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     42\n",
      "Suggested_Street_Name                 bourg\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 280, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                1176\n",
      "nom_rue                           st francoise\n",
      "no_maison                                   40\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                               jean\n",
      "chef_nom                                 byner\n",
      "chef_annee_naissance                      1816\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            zurich\n",
      "chef_vocation                           cintre\n",
      "chef_recepisse                           18313\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        43\n",
      "Suggested_Street_Name              st francois\n",
      "Levenshtein_Distance                  0.087121\n",
      "Name: 4118, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                       760\n",
      "id                                    777.0\n",
      "erreur_ligne                            non\n",
      "division                                  2\n",
      "nom_rue                   place st francois\n",
      "                                ...        \n",
      "observations                              ·\n",
      "observations_line_corr                  NaN\n",
      "Page                                     29\n",
      "Suggested_Street_Name     place st francois\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 3857, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                      771\n",
      "nom_rue                           place st francois\n",
      "no_maison                                         1\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                                    jean\n",
      "chef_nom                                     bryner\n",
      "chef_annee_naissance                           1816\n",
      "epouse_nom                                        ·\n",
      "epouse_annee_naissance                            ·\n",
      "enfants_dans_la_commune_prenom                    ·\n",
      "enfants_annee_naissance                           ·\n",
      "chef_origine                                 zurich\n",
      "chef_vocation                                     ·\n",
      "chef_recepisse                                  ene\n",
      "pensionnaires_prenom                              ·\n",
      "pensionnaires_nom                                 ·\n",
      "pensionnaires_origine                             ·\n",
      "pensionnaires_condition                           ·\n",
      "pensionnaires_recepisse                           ·\n",
      "observations                                      ·\n",
      "Page                                             29\n",
      "Suggested_Street_Name             place st francois\n",
      "Levenshtein_Distance                            0.0\n",
      "Name: 3557, dtype: object\n",
      "Row 3 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                               741\n",
      "nom_rue                                aisse\n",
      "no_maison                                 13\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                        phelibert\n",
      "chef_nom                              beriot\n",
      "chef_annee_naissance                    1790\n",
      "epouse_nom                              droz\n",
      "epouse_annee_naissance                  1796\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                      de brenctr\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                       herleger\n",
      "chef_recepisse                          1071\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      30\n",
      "Suggested_Street_Name                    ais\n",
      "Levenshtein_Distance                0.533333\n",
      "Name: 2, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   3610.0\n",
      "ID number corr                3545\n",
      "Page                           127\n",
      "erreur_ligne                   oui\n",
      "division                         ?\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name          ais\n",
      "Levenshtein_Distance      0.666667\n",
      "Name: 237, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                1136\n",
      "nom_rue                                  bourg\n",
      "no_maison                                   50\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                           philippe\n",
      "chef_nom                                bersot\n",
      "chef_annee_naissance                      1790\n",
      "epouse_nom                                droz\n",
      "epouse_annee_naissance                    1796\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            tessin\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                     pontitutrice\n",
      "chef_recepisse                            1071\n",
      "pensionnaires_prenom                    france\n",
      "pensionnaires_nom                         gedy\n",
      "pensionnaires_origine                    jenny\n",
      "pensionnaires_condition             domestique\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        35\n",
      "Suggested_Street_Name                    bourg\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 308, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                998\n",
      "nom_rue                           jn francois\n",
      "no_maison                                  12\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                           charles\n",
      "chef_nom                              reymond\n",
      "chef_annee_naissance                     1798\n",
      "epouse_nom                             ormond\n",
      "epouse_annee_naissance                   1795\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                           chenit\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                       employera\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       35\n",
      "Suggested_Street_Name             st francois\n",
      "Levenshtein_Distance                 0.181818\n",
      "Name: 2020, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                            1789\n",
      "nom_rue                                           thaurent\n",
      "no_maison                                               12\n",
      "proprietaire_nom                                         ·\n",
      "chef_prenom                                      philibert\n",
      "chef_nom                                          degalier\n",
      "chef_annee_naissance                                  1759\n",
      "epouse_nom                                             rod\n",
      "epouse_annee_naissance                                1759\n",
      "enfants_dans_la_commune_prenom                           ·\n",
      "enfants_annee_naissance                                  ·\n",
      "chef_origine                                    corp franc\n",
      "chef_annee_arrivee                                      ne\n",
      "chef_vocation                                     vigneron\n",
      "chef_recepisse                                         276\n",
      "pensionnaires_prenom                                 henri\n",
      "pensionnaires_nom                                   mathey\n",
      "pensionnaires_origine                              aubonne\n",
      "pensionnaires_condition                       pensionnaire\n",
      "pensionnaires_recepisse                                  ·\n",
      "observations                      sa mere demeure en ville\n",
      "Page                                                    64\n",
      "Suggested_Street_Name                           st laurent\n",
      "Levenshtein_Distance                                  0.35\n",
      "Name: 3777, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                 1506\n",
      "nom_rue                              grand jean\n",
      "no_maison                                    17\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                             charles\n",
      "chef_nom                                 savary\n",
      "chef_annee_naissance                       1790\n",
      "epouse_nom                                 buck\n",
      "epouse_annee_naissance                     1790\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                            payerne\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                         tomnelier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         51\n",
      "Suggested_Street_Name             grand st jean\n",
      "Levenshtein_Distance                   0.384615\n",
      "Name: 1704, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                  3174\n",
      "nom_rue                                    barre\n",
      "no_maison                                     46\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                              ·|henri\n",
      "chef_nom                                  borand\n",
      "chef_annee_naissance                        1799\n",
      "epouse_nom                                 morel\n",
      "epouse_annee_naissance                      1808\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                               kelle\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                           muissier\n",
      "chef_recepisse                              3064\n",
      "pensionnaires_prenom                        vein\n",
      "pensionnaires_nom                 guilloud pille\n",
      "pensionnaires_origine                     tionay\n",
      "pensionnaires_condition                     e id\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                            code chb\n",
      "Page                                          84\n",
      "Suggested_Street_Name                      barre\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 53, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                               1581\n",
      "nom_rue                            st laurent\n",
      "no_maison                                  83\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                         chilibert\n",
      "chef_nom                             degalier\n",
      "chef_annee_naissance                     1759\n",
      "epouse_nom                                rod\n",
      "epouse_annee_naissance                   1759\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                      corp francs\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                        vigneron\n",
      "chef_recepisse                            276\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       48\n",
      "Suggested_Street_Name              st laurent\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 3743, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                     3293\n",
      "nom_rue                              barre pomineur\n",
      "no_maison                                        56\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                                    peve\n",
      "chef_nom                                        der\n",
      "chef_annee_naissance                           1770\n",
      "epouse_nom                                        ·\n",
      "epouse_annee_naissance                            ·\n",
      "enfants_dans_la_commune_prenom                    ·\n",
      "enfants_annee_naissance                           ·\n",
      "chef_origine                               lochenre\n",
      "chef_annee_arrivee                                ·\n",
      "chef_vocation                               rentier\n",
      "chef_recepisse                                 1247\n",
      "pensionnaires_prenom                         larles\n",
      "pensionnaires_nom                           aloppey\n",
      "pensionnaires_origine                       ecunand\n",
      "pensionnaires_condition                       louis\n",
      "pensionnaires_recepisse                           ·\n",
      "observations                                      ·\n",
      "Page                                            114\n",
      "Suggested_Street_Name             chemin de moulins\n",
      "Levenshtein_Distance                       0.823529\n",
      "Name: 333, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                  882\n",
      "nom_rue                           perit st jean\n",
      "no_maison                                    34\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                                jean\n",
      "chef_nom                                 epring\n",
      "chef_annee_naissance                       1797\n",
      "epouse_nom                                 holz\n",
      "epouse_annee_naissance                     1797\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           peffiger\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          tailleur\n",
      "chef_recepisse                              978\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         41\n",
      "Suggested_Street_Name             petit st jean\n",
      "Levenshtein_Distance                   0.153846\n",
      "Name: 2672, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                             2115\n",
      "nom_rue                               uveit\n",
      "no_maison                                11\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         jeannet\n",
      "chef_nom                           alberton\n",
      "chef_annee_naissance                   1790\n",
      "epouse_nom                          depaoli\n",
      "epouse_annee_naissance                 1796\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                      borbessio\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                       rentier\n",
      "chef_recepisse                         1082\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     74\n",
      "Suggested_Street_Name               hopital\n",
      "Levenshtein_Distance               0.714286\n",
      "Name: 4097, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                                    3360\n",
      "nom_rue                                              cite derriere\n",
      "nom_rue_htr_corr                                     cite derriere\n",
      "nom_rue_norm                                         cite derriere\n",
      "no_maison                                                      136\n",
      "proprietaire_nom                                                 ·\n",
      "proprietaire_nom_corr                                            ·\n",
      "proprietaire_nom_htr_corr                                        ·\n",
      "proprietaire_nom_norm                                            ·\n",
      "chef_prenom                                               aphondet\n",
      "chef_prenom_htr_corr                                      aphondet\n",
      "chef_prenom_norm                                          aphondet\n",
      "chef_nom                                                    hiffer\n",
      "chef_nom_corr                                               hiffer\n",
      "chef_nom_htr_corr                                           hiffer\n",
      "chef_nom_norm                                               hiffer\n",
      "chef_annee_naissance                                          1797\n",
      "epouse_nom                                                   guise\n",
      "epouse_nom_corr                                              guise\n",
      "epouse_nom_htr_corr                                          guise\n",
      "epouse_nom_norm                                              guise\n",
      "epouse_annee_naissance                                        1790\n",
      "enfants_dans_la_commune_prenom                                   ·\n",
      "enfants_dans_la_commune_prenom_htr_corr                          ·\n",
      "enfants_dans_la_commune_prenom_norm                              ·\n",
      "enfants_annee_naissance                                          ·\n",
      "chef_origine                                               lucerne\n",
      "chef_origine_corr                                          lucerne\n",
      "chef_origine_htr_corr                                      lucerne\n",
      "chef_origine_norm                                          lucerne\n",
      "chef_annee_arrivee                                               ·\n",
      "chef_vocation                                              pefepir\n",
      "chef_vocation_top_terms                                    pefepir\n",
      "chef_vocation_htr_corr                                     pefepir\n",
      "chef_vocation_norm                                         pefepir\n",
      "chef_recepisse                                                2279\n",
      "pensionnaires_prenom                              marianne|georges\n",
      "pensionnaires_prenom_htr_corr                     marianne|georges\n",
      "pensionnaires_prenom_norm                         marianne|georges\n",
      "pensionnaires_nom                                   duisset|hiffer\n",
      "pensionnaires_nom_corr                              duisset|hiffer\n",
      "pensionnaires_nom_htr_corr                          duisset|hiffer\n",
      "pensionnaires_nom_norm                              duisset|hiffer\n",
      "pensionnaires_origine                                  bussy|burne\n",
      "pensionnaires_origine_corr                             bussy|burne\n",
      "pensionnaires_origine_htr_corr                         bussy|burne\n",
      "pensionnaires_origine_norm                             bussy|burne\n",
      "pensionnaires_condition                                dque|pensre\n",
      "pensionnaires_condition_top_terms                dque|pensionnaire\n",
      "pensionnaires_condition_htr_corr                       dque|pensre\n",
      "pensionnaires_condition_norm               domestique|pensionnaire\n",
      "pensionnaires_recepisse                                          ·\n",
      "observations                                                     ·\n",
      "Page                                                           122\n",
      "Suggested_Street_Name                                cite derriere\n",
      "Levenshtein_Distance                                           0.0\n",
      "Name: 829, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                               400\n",
      "nom_rue                           ane bierre\n",
      "no_maison                                  2\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                          adolphe\n",
      "chef_nom                             reymond\n",
      "chef_annee_naissance                    1780\n",
      "epouse_nom                            fandry\n",
      "epouse_annee_naissance                  1793\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                          chatel\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                       horloger\n",
      "chef_recepisse                           946\n",
      "pensionnaires_prenom               catherine\n",
      "pensionnaires_nom                      rey t\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      16\n",
      "Suggested_Street_Name              st pierre\n",
      "Levenshtein_Distance                0.472222\n",
      "Name: 113, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                   17\n",
      "nom_rue                            jetit d jean\n",
      "no_maison                                    41\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                                jean\n",
      "chef_nom                                 epring\n",
      "chef_annee_naissance                       1797\n",
      "epouse_nom                                 holz\n",
      "epouse_annee_naissance                     1797\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                             stegen\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          tailleur\n",
      "chef_recepisse                              978\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                          1\n",
      "Suggested_Street_Name             petit st jean\n",
      "Levenshtein_Distance                   0.423077\n",
      "Name: 2323, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                              414\n",
      "nom_rue                           st pierre\n",
      "no_maison                                43\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         adolphe\n",
      "chef_nom                            reymond\n",
      "chef_annee_naissance                   1780\n",
      "epouse_nom                           landry\n",
      "epouse_annee_naissance                 1793\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         chatel\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                      horloger\n",
      "chef_recepisse                          946\n",
      "pensionnaires_prenom               francois\n",
      "pensionnaires_nom                     pilet\n",
      "pensionnaires_origine             rossinier\n",
      "pensionnaires_condition             ouvrier\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     16\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 3804, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                 1264\n",
      "nom_rue                            etex st jean\n",
      "no_maison                                    14\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                                jean\n",
      "chef_nom                                 foring\n",
      "chef_annee_naissance                       1797\n",
      "epouse_nom                                 holz\n",
      "epouse_annee_naissance                     1795\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                             stigen\n",
      "chef_vocation                          tailleur\n",
      "chef_recepisse                              978\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         47\n",
      "Suggested_Street_Name             petit st jean\n",
      "Levenshtein_Distance                   0.307692\n",
      "Name: 1503, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                   3446\n",
      "nom_rue                           chemin des laux\n",
      "no_maison                                     386\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                                 julid\n",
      "chef_nom                                      rod\n",
      "chef_annee_naissance                         1786\n",
      "epouse_nom                                    rod\n",
      "epouse_annee_naissance                       1794\n",
      "enfants_dans_la_commune_prenom                  ·\n",
      "enfants_annee_naissance                         ·\n",
      "chef_origine                          de merieres\n",
      "chef_vocation                         charpentier\n",
      "chef_recepisse                                  ·\n",
      "pensionnaires_prenom                            ·\n",
      "pensionnaires_nom                               ·\n",
      "pensionnaires_origine                           ·\n",
      "pensionnaires_condition                         ·\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                          116\n",
      "Suggested_Street_Name             chemin des laux\n",
      "Levenshtein_Distance                          0.0\n",
      "Name: 684, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                              221\n",
      "nom_rue                            manberay\n",
      "no_maison                                49\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                          louise\n",
      "chef_nom                             herrog\n",
      "chef_annee_naissance                   1798\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                        c berne\n",
      "chef_vocation                       regente\n",
      "chef_recepisse                         1895\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                      9\n",
      "Suggested_Street_Name             martheray\n",
      "Levenshtein_Distance               0.444444\n",
      "Name: 2447, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                             1407\n",
      "nom_rue                              du pre\n",
      "no_maison                                17\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           henri\n",
      "chef_nom                             bonnet\n",
      "chef_annee_naissance                   1824\n",
      "epouse_nom                           perrin\n",
      "epouse_annee_naissance                 1826\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         renent\n",
      "chef_vocation                     manoeuvre\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     55\n",
      "Suggested_Street_Name                du pre\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 1420, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                              2484\n",
      "nom_rue                             chaucrau\n",
      "no_maison                                 35\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                          elisbel\n",
      "chef_nom                               blanc\n",
      "chef_annee_naissance                    1792\n",
      "epouse_nom                             kriez\n",
      "epouse_annee_naissance                  1781\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                        lausanne\n",
      "chef_vocation                     journalier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      98\n",
      "Suggested_Street_Name               chaucrau\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 462, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                              313\n",
      "nom_rue                           st pierre\n",
      "no_maison                                21\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           henry\n",
      "chef_nom                             giroud\n",
      "chef_annee_naissance                   1789\n",
      "epouse_nom                          delisle\n",
      "epouse_annee_naissance                 1795\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         chatel\n",
      "chef_vocation                      horloger\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     11\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 4246, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                           1197\n",
      "id                        1216.0\n",
      "erreur_ligne                 oui\n",
      "division                       2\n",
      "nom_rue                    bourg\n",
      "                           ...  \n",
      "observations                   ·\n",
      "observations_line_corr         ·\n",
      "Page                          46\n",
      "Suggested_Street_Name      bourg\n",
      "Levenshtein_Distance         0.0\n",
      "Name: 1563, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                              223\n",
      "nom_rue                           marcheray\n",
      "no_maison                                49\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                          louise\n",
      "chef_nom                             herrog\n",
      "chef_annee_naissance                   1795\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                        c berne\n",
      "chef_vocation                             ·\n",
      "chef_recepisse                         eene\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                      9\n",
      "Suggested_Street_Name             martheray\n",
      "Levenshtein_Distance               0.277778\n",
      "Name: 2699, dtype: object\n",
      "Row 4 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                     746\n",
      "nom_rue                                      aisse\n",
      "no_maison                                       14\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                       clauve francoise\n",
      "chef_nom                                 demailles\n",
      "chef_annee_naissance                          1774\n",
      "epouse_nom                                  jaquet\n",
      "epouse_annee_naissance                        1782\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                                mantau\n",
      "chef_annee_arrivee                               ·\n",
      "chef_vocation                               marche\n",
      "chef_recepisse                                1465\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            30\n",
      "Suggested_Street_Name                          ais\n",
      "Levenshtein_Distance                      0.533333\n",
      "Name: 7, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   3610.0\n",
      "ID number corr                3545\n",
      "Page                           127\n",
      "erreur_ligne                   oui\n",
      "division                         ?\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name          ais\n",
      "Levenshtein_Distance      0.666667\n",
      "Name: 237, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                  2457\n",
      "nom_rue                                   maupas\n",
      "no_maison                                     34\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                       jacob francois\n",
      "chef_nom                                  vivian\n",
      "chef_annee_naissance                        1784\n",
      "epouse_nom                                 joyet\n",
      "epouse_annee_naissance                      1786\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                            lausanne\n",
      "chef_annee_arrivee                          1829\n",
      "chef_vocation                            rentier\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                              ·\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                          72\n",
      "Suggested_Street_Name                     maupas\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 2395, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                 2966\n",
      "nom_rue                               l hopital\n",
      "no_maison                                    19\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       aime francois\n",
      "chef_nom                                 barraz\n",
      "chef_annee_naissance                       1774\n",
      "epouse_nom                              challet\n",
      "epouse_annee_naissance                     1782\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                            epesses\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                           jaurand\n",
      "chef_recepisse                             2218\n",
      "pensionnaires_prenom                        jre\n",
      "pensionnaires_nom                       droguet\n",
      "pensionnaires_origine             corp vaudoise\n",
      "pensionnaires_condition                    merc\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        110\n",
      "Suggested_Street_Name                   hopital\n",
      "Levenshtein_Distance                   0.253968\n",
      "Name: 2158, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                            248\n",
      "nom_rue                             etraz\n",
      "no_maison                               4\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                         louis\n",
      "chef_nom                          grenier\n",
      "chef_annee_naissance                 1772\n",
      "epouse_nom                         lafoud\n",
      "epouse_annee_naissance               1780\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                        lutry\n",
      "chef_annee_arrivee                     ne\n",
      "chef_vocation                       march\n",
      "chef_recepisse                        544\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition                 ·\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                    9\n",
      "Suggested_Street_Name               etraz\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 1106, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                              482\n",
      "nom_rue                           ft pierre\n",
      "no_maison                                21\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                        francois\n",
      "chef_nom                             mathey\n",
      "chef_annee_naissance                   1798\n",
      "epouse_nom                            favex\n",
      "epouse_annee_naissance                 1816\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                       lausanne\n",
      "chef_annee_arrivee                       ne\n",
      "chef_vocation                        pentre\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     16\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance               0.111111\n",
      "Name: 1476, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                    3148\n",
      "nom_rue                               tite duniere\n",
      "no_maison                                       54\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                       jaques francoise\n",
      "chef_nom                                    bellet\n",
      "chef_annee_naissance                          1749\n",
      "epouse_nom                                sagniere\n",
      "epouse_annee_naissance                        1752\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                                  mont\n",
      "chef_annee_arrivee                               ·\n",
      "chef_vocation                            svocation\n",
      "chef_recepisse                                 673\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            83\n",
      "Suggested_Street_Name                cite derriere\n",
      "Levenshtein_Distance                      0.461538\n",
      "Name: 3818, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                    2576\n",
      "nom_rue                                        fre\n",
      "no_maison                                       41\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                       jeanne francoise\n",
      "chef_nom                                    wuller\n",
      "chef_annee_naissance                           nee\n",
      "epouse_nom                                  corbaz\n",
      "epouse_annee_naissance                        1772\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                                choune\n",
      "chef_annee_arrivee                               ·\n",
      "chef_vocation                              lingere\n",
      "chef_recepisse                                   ·\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            81\n",
      "Suggested_Street_Name                       du pre\n",
      "Levenshtein_Distance                           0.6\n",
      "Name: 1528, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                   1961\n",
      "nom_rue                                     plaur\n",
      "no_maison                                      62\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                       pierre francois\n",
      "chef_nom                                    delet\n",
      "chef_annee_naissance                         1784\n",
      "epouse_nom                                   brot\n",
      "epouse_annee_naissance                       1785\n",
      "enfants_dans_la_commune_prenom                  ·\n",
      "enfants_annee_naissance                         ·\n",
      "chef_origine                              le mont\n",
      "chef_annee_arrivee                              ·\n",
      "chef_vocation                          journalier\n",
      "chef_recepisse                                679\n",
      "pensionnaires_prenom                            ·\n",
      "pensionnaires_nom                               ·\n",
      "pensionnaires_origine                           ·\n",
      "pensionnaires_condition                         ·\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                           65\n",
      "Suggested_Street_Name                  st laurent\n",
      "Levenshtein_Distance                          0.6\n",
      "Name: 3263, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                               2447\n",
      "nom_rue                             madelaine\n",
      "no_maison                                  12\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                       marc francs\n",
      "chef_nom                               levrat\n",
      "chef_annee_naissance                     1794\n",
      "epouse_nom                             sauvan\n",
      "epouse_annee_naissance                   1786\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                            blanc\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                               ·\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       90\n",
      "Suggested_Street_Name               madelaine\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 1875, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                585\n",
      "nom_rue                               de traz\n",
      "no_maison                                   6\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                          francois\n",
      "chef_nom                           delapierre\n",
      "chef_annee_naissance                     1798\n",
      "epouse_nom                             martin\n",
      "epouse_annee_naissance                   1748\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                            pilly\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                            mauz\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                      dom\n",
      "pensionnaires_nom                 cola pierre\n",
      "pensionnaires_origine                   gilly\n",
      "pensionnaires_condition             enfant du\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                      de mary bse\n",
      "Page                                       23\n",
      "Suggested_Street_Name                   etraz\n",
      "Levenshtein_Distance                 0.414286\n",
      "Name: 1125, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                      1201\n",
      "nom_rue                                      du pont\n",
      "nom_rue_htr_corr                             du pont\n",
      "nom_rue_norm                                 du pont\n",
      "no_maison                                         41\n",
      "proprietaire_nom                                   ·\n",
      "proprietaire_nom_corr                              ·\n",
      "proprietaire_nom_htr_corr                          ·\n",
      "proprietaire_nom_norm                              ·\n",
      "chef_prenom                                francoise\n",
      "chef_prenom_htr_corr                       francoise\n",
      "chef_prenom_norm                           francoise\n",
      "chef_nom                                      dantan\n",
      "chef_nom_corr                                 dantan\n",
      "chef_nom_htr_corr                             dantan\n",
      "chef_nom_norm                                 dantan\n",
      "chef_annee_naissance                            1799\n",
      "epouse_nom                                         ·\n",
      "epouse_nom_corr                                    ·\n",
      "epouse_nom_htr_corr                                ·\n",
      "epouse_nom_norm                                    ·\n",
      "epouse_annee_naissance                             ·\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_dans_la_commune_prenom_htr_corr            ·\n",
      "enfants_dans_la_commune_prenom_norm                ·\n",
      "enfants_annee_naissance                            ·\n",
      "chef_origine                                   lutry\n",
      "chef_origine_corr                              lutry\n",
      "chef_origine_htr_corr                          lutry\n",
      "chef_origine_norm                              lutry\n",
      "chef_annee_arrivee                                 ·\n",
      "chef_vocation                                 marche\n",
      "chef_vocation_top_terms                     marchand\n",
      "chef_vocation_htr_corr                        marche\n",
      "chef_vocation_norm                            marche\n",
      "chef_recepisse                                 29314\n",
      "pensionnaires_prenom                               ·\n",
      "pensionnaires_prenom_htr_corr                      ·\n",
      "pensionnaires_prenom_norm                          ·\n",
      "pensionnaires_nom                                  ·\n",
      "pensionnaires_nom_corr                             ·\n",
      "pensionnaires_nom_htr_corr                         ·\n",
      "pensionnaires_nom_norm                             ·\n",
      "pensionnaires_origine                              ·\n",
      "pensionnaires_origine_corr                         ·\n",
      "pensionnaires_origine_htr_corr                     ·\n",
      "pensionnaires_origine_norm                         ·\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_condition_top_terms                  ·\n",
      "pensionnaires_condition_htr_corr                   ·\n",
      "pensionnaires_condition_norm                       ·\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                                       ·\n",
      "Page                                              51\n",
      "Suggested_Street_Name                        du pont\n",
      "Levenshtein_Distance                             0.0\n",
      "Name: 1473, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                   2747\n",
      "nom_rue                                      pont\n",
      "no_maison                                      20\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                       veuve francoise\n",
      "chef_nom                                    bovet\n",
      "chef_annee_naissance                          nee\n",
      "epouse_nom                                 ramond\n",
      "epouse_annee_naissance                       1779\n",
      "enfants_dans_la_commune_prenom                  ·\n",
      "enfants_annee_naissance                         ·\n",
      "chef_origine                               geneve\n",
      "chef_annee_arrivee                              ·\n",
      "chef_vocation                               entre\n",
      "chef_recepisse                              21307\n",
      "pensionnaires_prenom                      laurent\n",
      "pensionnaires_nom                        peterson\n",
      "pensionnaires_origine                 cogvonhager\n",
      "pensionnaires_condition                  petelier\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                          107\n",
      "Suggested_Street_Name                     du pont\n",
      "Levenshtein_Distance                     0.428571\n",
      "Name: 3342, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                             2635\n",
      "nom_rue                             du pont\n",
      "no_maison                                24\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                       francoise\n",
      "chef_nom                             dentan\n",
      "chef_annee_naissance                   1799\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          lutry\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     marchande\n",
      "chef_recepisse                        12934\n",
      "pensionnaires_prenom                 louise\n",
      "pensionnaires_nom                 duvillard\n",
      "pensionnaires_origine               romanel\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                    105\n",
      "Suggested_Street_Name               du pont\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 1571, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                               1372\n",
      "nom_rue                                  jean\n",
      "no_maison                                  20\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                       alexandrine\n",
      "chef_nom                             dessalle\n",
      "chef_annee_naissance                     1786\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                          mondoux\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                       marchande\n",
      "chef_recepisse                           2173\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       53\n",
      "Suggested_Street_Name                    jean\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 1958, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                2238\n",
      "nom_rue                                 maupas\n",
      "no_maison                                   35\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                       jn francoise\n",
      "chef_nom                               jaumine\n",
      "chef_annee_naissance                       nee\n",
      "epouse_nom                               jijot\n",
      "epouse_annee_naissance                    1786\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                               rey\n",
      "chef_vocation                          talione\n",
      "chef_recepisse                            1072\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        83\n",
      "Suggested_Street_Name                   maupas\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 2772, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                  3357\n",
      "nom_rue                                    barre\n",
      "no_maison                                     91\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                       veuve marianne\n",
      "chef_nom                                  pettet\n",
      "chef_annee_naissance                         nee\n",
      "epouse_nom                                jaquet\n",
      "epouse_annee_naissance                       180\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                              france\n",
      "chef_vocation                          blanchiss\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                              ·\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                         113\n",
      "Suggested_Street_Name                      barre\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 48, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                             1087\n",
      "nom_rue                               berne\n",
      "no_maison                                 3\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                        francois\n",
      "chef_nom                          dessierre\n",
      "chef_annee_naissance                   1814\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         haberc\n",
      "chef_vocation                          rogt\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                  francois\n",
      "pensionnaires_origine               laudier\n",
      "pensionnaires_condition               savey\n",
      "pensionnaires_recepisse               couis\n",
      "observations                              ·\n",
      "Page                                     41\n",
      "Suggested_Street_Name                 berne\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 147, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                         124\n",
      "nom_rue                             porle de st martin\n",
      "no_maison                                           33\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                    christe\n",
      "chef_nom                                      lehmanne\n",
      "chef_annee_naissance                              1779\n",
      "epouse_nom                                      rannes\n",
      "epouse_annee_naissance                            1788\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                    signau\n",
      "chef_vocation                                  rentier\n",
      "chef_recepisse                                     733\n",
      "pensionnaires_prenom                             ignau\n",
      "pensionnaires_nom                                borab\n",
      "pensionnaires_origine                          vallais\n",
      "pensionnaires_condition                      imprimeur\n",
      "pensionnaires_recepisse                          32873\n",
      "observations                                         ·\n",
      "Page                                                 5\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                               0.5\n",
      "Name: 3601, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                  925\n",
      "nom_rue                             st francois\n",
      "no_maison                                    14\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                               amandeux\n",
      "chef_annee_naissance                        189\n",
      "epouse_nom                                henny\n",
      "epouse_annee_naissance                     1809\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                               mont\n",
      "chef_vocation                                 ·\n",
      "chef_recepisse                              347\n",
      "pensionnaires_prenom                      louis\n",
      "pensionnaires_nom                         mayer\n",
      "pensionnaires_origine                 echallens\n",
      "pensionnaires_condition                     ouv\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         35\n",
      "Suggested_Street_Name               st francois\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 3775, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                 1594\n",
      "nom_rue                                  du pre\n",
      "no_maison                                    64\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jne francoise\n",
      "chef_nom                               schicler\n",
      "chef_annee_naissance                        nee\n",
      "epouse_nom                              paulier\n",
      "epouse_annee_naissance                     1814\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                             zurich\n",
      "chef_vocation                          bordouse\n",
      "chef_recepisse                             2612\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         61\n",
      "Suggested_Street_Name                    du pre\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 1598, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                      608\n",
      "id                                   623.0\n",
      "erreur_ligne                           oui\n",
      "division                                 1\n",
      "nom_rue                      ?bencau bourg\n",
      "                                ...       \n",
      "observations                             ·\n",
      "observations_line_corr                   ·\n",
      "Page                                    22\n",
      "Suggested_Street_Name     cheneau de bourg\n",
      "Levenshtein_Distance                   0.5\n",
      "Name: 70, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                 1512\n",
      "nom_rue                            des cheneaux\n",
      "no_maison                                    27\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jne francoise\n",
      "chef_nom                                schuler\n",
      "chef_annee_naissance                        nee\n",
      "epouse_nom                              fautier\n",
      "epouse_annee_naissance                      184\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                                  ·\n",
      "chef_vocation                            zurich\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         58\n",
      "Suggested_Street_Name              des cheneaux\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 1373, dtype: object\n",
      "Row 5 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                       740\n",
      "nom_rue                                        aisse\n",
      "no_maison                                         13\n",
      "proprietaire_nom                            bessiere\n",
      "chef_prenom                                    louis\n",
      "chef_nom                                 trambagielo\n",
      "chef_annee_naissance                            1782\n",
      "epouse_nom                                 chevalley\n",
      "epouse_annee_naissance                          1782\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_annee_naissance                            ·\n",
      "chef_origine                                cindinar\n",
      "chef_annee_arrivee                                ne\n",
      "chef_vocation                             couturiere\n",
      "chef_recepisse                                   773\n",
      "pensionnaires_prenom                          louise\n",
      "pensionnaires_nom                              pogel\n",
      "pensionnaires_origine                         rouise\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                      serparens en ville\n",
      "Page                                              30\n",
      "Suggested_Street_Name                            ais\n",
      "Levenshtein_Distance                        0.533333\n",
      "Name: 1, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                    879.0\n",
      "ID number corr                 866\n",
      "Page                            30\n",
      "erreur_ligne                   non\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name          ais\n",
      "Levenshtein_Distance      0.666667\n",
      "Name: 202, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                               2782\n",
      "nom_rue                              mercerie\n",
      "no_maison                                  20\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                             louis\n",
      "chef_nom                           trambagiol\n",
      "chef_annee_naissance                     1780\n",
      "epouse_nom                          chevalloy\n",
      "epouse_annee_naissance                   1779\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                        laudinara\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                     dograisseur\n",
      "chef_recepisse                            773\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       83\n",
      "Suggested_Street_Name                mercerie\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 2524, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                        2242\n",
      "nom_rue                                        laurent\n",
      "no_maison                                           13\n",
      "proprietaire_nom                                gaudin\n",
      "chef_prenom                                      louis\n",
      "chef_nom                                        gaudin\n",
      "chef_annee_naissance                              1786\n",
      "epouse_nom                                     grussel\n",
      "epouse_annee_naissance                            1780\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                  lausanne\n",
      "chef_annee_arrivee                                  ne\n",
      "chef_vocation                                  sellier\n",
      "chef_recepisse                                       ·\n",
      "pensionnaires_prenom              jean daniel|francois\n",
      "pensionnaires_nom                  girardet|conslivres\n",
      "pensionnaires_origine                    prilly|morges\n",
      "pensionnaires_condition               ouvrier|apprenti\n",
      "pensionnaires_recepisse                      5428|6202\n",
      "observations                                         ·\n",
      "Page                                                85\n",
      "Suggested_Street_Name                       st laurent\n",
      "Levenshtein_Distance                               0.3\n",
      "Name: 2240, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                               2692\n",
      "nom_rue                              mercerie\n",
      "no_maison                                  20\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                             louis\n",
      "chef_nom                          trgmbagislo\n",
      "chef_annee_naissance                     1780\n",
      "epouse_nom                          chevalley\n",
      "epouse_annee_naissance                   1779\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                        landinare\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                     degraisseur\n",
      "chef_recepisse                            773\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       95\n",
      "Suggested_Street_Name                mercerie\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 2488, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                              2871\n",
      "nom_rue                                             mercerie\n",
      "no_maison                                                160\n",
      "proprietaire_nom                                           ·\n",
      "chef_prenom                                            louis\n",
      "chef_nom                                          frambagiol\n",
      "chef_annee_naissance                                    1780\n",
      "epouse_nom                                         chevalley\n",
      "epouse_annee_naissance                                  1779\n",
      "enfants_dans_la_commune_prenom                             ·\n",
      "enfants_annee_naissance                                    ·\n",
      "chef_origine                                       jandinard\n",
      "chef_annee_arrivee                                         ·\n",
      "chef_vocation                                     cordonnier\n",
      "chef_recepisse                                           406\n",
      "pensionnaires_prenom                                   louis\n",
      "pensionnaires_nom                                      jaton\n",
      "pensionnaires_origine                                      ·\n",
      "pensionnaires_condition           villars mendraz en chanbre\n",
      "pensionnaires_recepisse                                    ·\n",
      "observations                                               ·\n",
      "Page                                                      92\n",
      "Suggested_Street_Name                               mercerie\n",
      "Levenshtein_Distance                                     0.0\n",
      "Name: 2823, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                              2721\n",
      "nom_rue                             menerier\n",
      "no_maison                                 19\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                            louis\n",
      "chef_nom                          rombagiolo\n",
      "chef_annee_naissance                    1780\n",
      "epouse_nom                         chevalley\n",
      "epouse_annee_naissance                  1779\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                       landinara\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                     legraissem\n",
      "chef_recepisse                           773\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      73\n",
      "Suggested_Street_Name               menerier\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 2548, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                             3345\n",
      "nom_rue                               fns d\n",
      "no_maison                                44\n",
      "proprietaire_nom                    grisier\n",
      "chef_prenom                        bonedich\n",
      "chef_nom                           grilliet\n",
      "chef_annee_naissance                   1780\n",
      "epouse_nom                          regamey\n",
      "epouse_annee_naissance                 1784\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                       lausanne\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     fontinier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom              charlotte\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                    108\n",
      "Suggested_Street_Name                rasude\n",
      "Levenshtein_Distance                   0.75\n",
      "Name: 1489, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                             2816\n",
      "nom_rue                            terrerie\n",
      "no_maison                                13\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                            jean\n",
      "chef_nom                              vogel\n",
      "chef_annee_naissance                   1789\n",
      "epouse_nom                         chevaley\n",
      "epouse_annee_naissance                 1785\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         wongen\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     fordinier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom               christon\n",
      "pensionnaires_nom                    helmes\n",
      "pensionnaires_origine                 lubet\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse               22590\n",
      "observations                              ·\n",
      "Page                                     96\n",
      "Suggested_Street_Name              mercerie\n",
      "Levenshtein_Distance                  0.375\n",
      "Name: 4026, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                               2565\n",
      "nom_rue                              menierie\n",
      "no_maison                                  23\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                             louis\n",
      "chef_nom                          prambayiols\n",
      "chef_annee_naissance                     1780\n",
      "epouse_nom                          chevalley\n",
      "epouse_annee_naissance                   1779\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                        landinara\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                     progrieteur\n",
      "chef_recepisse                            406\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       94\n",
      "Suggested_Street_Name                mercerie\n",
      "Levenshtein_Distance                    0.375\n",
      "Name: 2262, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                2899\n",
      "nom_rue                               menerier\n",
      "no_maison                                   20\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                              louis\n",
      "chef_nom                          trambagieloy\n",
      "chef_annee_naissance                      1780\n",
      "epouse_nom                           chevalley\n",
      "epouse_annee_naissance                    1779\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                         landinare\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                       degrusseur\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       101\n",
      "Suggested_Street_Name                 menerier\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 2604, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                        3000\n",
      "nom_rue                                       menerier\n",
      "nom_rue_htr_corr                              menerier\n",
      "nom_rue_norm                                  menerier\n",
      "no_maison                                           30\n",
      "proprietaire_nom                                     ·\n",
      "proprietaire_nom_corr                                ·\n",
      "proprietaire_nom_htr_corr                            ·\n",
      "proprietaire_nom_norm                                ·\n",
      "chef_prenom                                louis|louis\n",
      "chef_prenom_htr_corr                       louis|louis\n",
      "chef_prenom_norm                           louis|louis\n",
      "chef_nom                                   prambagiele\n",
      "chef_nom_corr                              prambagiele\n",
      "chef_nom_htr_corr                          prambagiele\n",
      "chef_nom_norm                              prambagiele\n",
      "chef_annee_naissance                              1780\n",
      "epouse_nom                                   chevalley\n",
      "epouse_nom_corr                              chevalley\n",
      "epouse_nom_htr_corr                          chevalley\n",
      "epouse_nom_norm                              chevalley\n",
      "epouse_annee_naissance                            1779\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_dans_la_commune_prenom_htr_corr              ·\n",
      "enfants_dans_la_commune_prenom_norm                  ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                   landina\n",
      "chef_origine_corr                              landina\n",
      "chef_origine_htr_corr                          landina\n",
      "chef_origine_norm                              landina\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                               poraisseur\n",
      "chef_vocation_top_terms                     poraisseur\n",
      "chef_vocation_htr_corr                      poraisseur\n",
      "chef_vocation_norm                          poraisseur\n",
      "chef_recepisse                                     773\n",
      "pensionnaires_prenom                                 ·\n",
      "pensionnaires_prenom_htr_corr                        ·\n",
      "pensionnaires_prenom_norm                            ·\n",
      "pensionnaires_nom                                    ·\n",
      "pensionnaires_nom_corr                               ·\n",
      "pensionnaires_nom_htr_corr                           ·\n",
      "pensionnaires_nom_norm                               ·\n",
      "pensionnaires_origine                                ·\n",
      "pensionnaires_origine_corr                           ·\n",
      "pensionnaires_origine_htr_corr                       ·\n",
      "pensionnaires_origine_norm                           ·\n",
      "pensionnaires_condition                              ·\n",
      "pensionnaires_condition_top_terms                    ·\n",
      "pensionnaires_condition_htr_corr                     ·\n",
      "pensionnaires_condition_norm                         ·\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                               110\n",
      "Suggested_Street_Name                         menerier\n",
      "Levenshtein_Distance                               0.0\n",
      "Name: 2736, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                               179\n",
      "nom_rue                              bugnier\n",
      "no_maison                                 20\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                            louis\n",
      "chef_nom                            magnenat\n",
      "chef_annee_naissance                    1821\n",
      "epouse_nom                           carrard\n",
      "epouse_annee_naissance                  1820\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                         paulion\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                     charcutier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                       7\n",
      "Suggested_Street_Name                 bugnon\n",
      "Levenshtein_Distance                0.464286\n",
      "Name: 624, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                                                214\n",
      "nom_rue                                                                 bourg\n",
      "no_maison                                                                  92\n",
      "proprietaire_nom                                                      kessler\n",
      "chef_prenom                                                             louis\n",
      "chef_nom                                                              kessler\n",
      "chef_annee_naissance                                                     1803\n",
      "epouse_nom                                                            wehrlin\n",
      "epouse_annee_naissance                                                   1803\n",
      "enfants_dans_la_commune_prenom                                              ·\n",
      "enfants_annee_naissance                                                     ·\n",
      "chef_origine                                                         duillier\n",
      "chef_annee_arrivee                                                          ·\n",
      "chef_vocation                                                         dellier\n",
      "chef_recepisse                                                           3427\n",
      "pensionnaires_prenom              josue|pierre ant|jean jacob|louis|fanchette\n",
      "pensionnaires_nom                               wilo|kraxc|ruchmann|bire|baud\n",
      "pensionnaires_origine               de berne|ayberg|bacois|charronnay|sanigny\n",
      "pensionnaires_condition                                   ouvrier|·|·|id dque\n",
      "pensionnaires_recepisse                             30736|34303|64166|·|10641\n",
      "observations                                                                ·\n",
      "Page                                                                        7\n",
      "Suggested_Street_Name                                                   bourg\n",
      "Levenshtein_Distance                                                      0.0\n",
      "Name: 343, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                                                    786\n",
      "nom_rue                                                                     bourg\n",
      "no_maison                                                                      19\n",
      "proprietaire_nom                                                          ressler\n",
      "chef_prenom                                                                 louis\n",
      "chef_nom                                                                  ressler\n",
      "chef_annee_naissance                                                         1803\n",
      "epouse_nom                                                                wehrlin\n",
      "epouse_annee_naissance                                                       1843\n",
      "enfants_dans_la_commune_prenom                                                  ·\n",
      "enfants_annee_naissance                                                         ·\n",
      "chef_origine                                                             duillier\n",
      "chef_annee_arrivee                                                              ·\n",
      "chef_vocation                                                             sellier\n",
      "chef_recepisse                                                              34270\n",
      "pensionnaires_prenom                     alexandre|vilhem|louis|gustave|fanchette\n",
      "pensionnaires_nom                                luthy|hartmann|bire|regamey|baud\n",
      "pensionnaires_origine             ct argovie|ct argovie|chavorney|lausanne|severy\n",
      "pensionnaires_condition                      ouvrier|ouvrier|ouvrier|apprenti jom\n",
      "pensionnaires_recepisse                                     34964|34962|·|·|10641\n",
      "observations                                                                    ·\n",
      "Page                                                                           30\n",
      "Suggested_Street_Name                                                       bourg\n",
      "Levenshtein_Distance                                                          0.0\n",
      "Name: 220, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                 3207\n",
      "nom_rue                            cile derrier\n",
      "no_maison                                     8\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               louis\n",
      "chef_nom                                droguet\n",
      "chef_annee_naissance                       1785\n",
      "epouse_nom                               waller\n",
      "epouse_annee_naissance                     1783\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                        corp . baud\n",
      "chef_vocation                        domestique\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        121\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.230769\n",
      "Name: 747, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                              3570\n",
      "nom_rue                             calvaire\n",
      "no_maison                                 53\n",
      "proprietaire_nom                    bessiere\n",
      "chef_prenom                            felix\n",
      "chef_nom                            taillens\n",
      "chef_annee_naissance                    1820\n",
      "epouse_nom                          lavanchy\n",
      "epouse_annee_naissance                  1816\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                        lausanne\n",
      "chef_vocation                     journalier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                     121\n",
      "Suggested_Street_Name               calvaire\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 390, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                              2482\n",
      "nom_rue                               du pre\n",
      "no_maison                                  2\n",
      "proprietaire_nom                      bonnet\n",
      "chef_prenom                           louise\n",
      "chef_nom                            bonnette\n",
      "chef_annee_naissance                    1825\n",
      "epouse_nom                                 ·\n",
      "epouse_annee_naissance                     ·\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                          renent\n",
      "chef_vocation                     couturiere\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      89\n",
      "Suggested_Street_Name                 du pre\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 1148, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                              2370\n",
      "nom_rue                             chaucrau\n",
      "no_maison                                 31\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                            louis\n",
      "chef_nom                             ornoung\n",
      "chef_annee_naissance                    1786\n",
      "epouse_nom                           regamey\n",
      "epouse_annee_naissance                  1781\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                          denges\n",
      "chef_vocation                     cordonnier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                       ·\n",
      "pensionnaires_nom                          ·\n",
      "pensionnaires_origine                      ·\n",
      "pensionnaires_condition                    ·\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      93\n",
      "Suggested_Street_Name               chaucrau\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 607, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                2612\n",
      "nom_rue                                 talice\n",
      "no_maison                                    4\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                       vve de louis\n",
      "chef_nom                            crambagiod\n",
      "chef_annee_naissance                       nee\n",
      "epouse_nom                           chavalleg\n",
      "epouse_annee_naissance                    1789\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                         lombardie\n",
      "chef_vocation                       cinturiere\n",
      "chef_recepisse                           15101\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       102\n",
      "Suggested_Street_Name                 caroline\n",
      "Levenshtein_Distance                     0.625\n",
      "Name: 4159, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                                1075\n",
      "nom_rue                                                  bourg\n",
      "no_maison                                                   47\n",
      "proprietaire_nom                                      tesseler\n",
      "chef_prenom                                              louis\n",
      "chef_nom                                              kesseler\n",
      "chef_annee_naissance                                      1005\n",
      "epouse_nom                                              herlin\n",
      "epouse_annee_naissance                                    1803\n",
      "enfants_dans_la_commune_prenom                               ·\n",
      "enfants_annee_naissance                                      ·\n",
      "chef_origine                                          duillier\n",
      "chef_vocation                                          sellier\n",
      "chef_recepisse                                            3427\n",
      "pensionnaires_prenom              marc henri henri veuve de hs\n",
      "pensionnaires_nom                         hattin rolland dadan\n",
      "pensionnaires_origine                   gierin lausann sullens\n",
      "pensionnaires_condition                               ouv pruy\n",
      "pensionnaires_recepisse                                      ·\n",
      "observations                                                 ·\n",
      "Page                                                        40\n",
      "Suggested_Street_Name                                    bourg\n",
      "Levenshtein_Distance                                       0.0\n",
      "Name: 280, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                           1255\n",
      "id                        1273.0\n",
      "erreur_ligne                 non\n",
      "division                       2\n",
      "nom_rue                    bourg\n",
      "                           ...  \n",
      "observations                   ·\n",
      "observations_line_corr       NaN\n",
      "Page                          48\n",
      "Suggested_Street_Name      bourg\n",
      "Levenshtein_Distance         0.0\n",
      "Name: 1620, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                             1265\n",
      "nom_rue                               bourg\n",
      "no_maison                                21\n",
      "proprietaire_nom                    fessler\n",
      "chef_prenom                           louis\n",
      "chef_nom                            ressler\n",
      "chef_annee_naissance                   1803\n",
      "epouse_nom                           herlin\n",
      "epouse_annee_naissance                 1803\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                              ·\n",
      "chef_vocation                     duilliers\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                     veuve\n",
      "pensionnaires_origine                 baden\n",
      "pensionnaires_condition             sullens\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     48\n",
      "Suggested_Street_Name                 bourg\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 327, dtype: object\n",
      "Row 6 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                  743\n",
      "nom_rue                                   aisse\n",
      "no_maison                                    13\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                 dusont\n",
      "chef_annee_naissance                       1791\n",
      "epouse_nom                                pache\n",
      "epouse_annee_naissance                     1788\n",
      "enfants_dans_la_commune_prenom         benjamin\n",
      "enfants_annee_naissance                    1823\n",
      "chef_origine                           penevois\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                         vocturier\n",
      "chef_recepisse                             1145\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         30\n",
      "Suggested_Street_Name                       ais\n",
      "Levenshtein_Distance                   0.533333\n",
      "Name: 4, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   3610.0\n",
      "ID number corr                3545\n",
      "Page                           127\n",
      "erreur_ligne                   oui\n",
      "division                         ?\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name          ais\n",
      "Levenshtein_Distance      0.666667\n",
      "Name: 237, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                        1946\n",
      "nom_rue                                          palud\n",
      "no_maison                                           31\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                              jean francois\n",
      "chef_nom                                        muller\n",
      "chef_annee_naissance                               777\n",
      "epouse_nom                                       locle\n",
      "epouse_annee_naissance                            1779\n",
      "enfants_dans_la_commune_prenom                   felie\n",
      "enfants_annee_naissance                           1810\n",
      "chef_origine                                   bernois\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                 bucheron\n",
      "chef_recepisse                                     138\n",
      "pensionnaires_prenom                           olimpes\n",
      "pensionnaires_nom                                rouge\n",
      "pensionnaires_origine                           cn fse\n",
      "pensionnaires_condition           apprentie repasseuse\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                59\n",
      "Suggested_Street_Name                            palud\n",
      "Levenshtein_Distance                               0.0\n",
      "Name: 2987, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                   261\n",
      "nom_rue                                martherey\n",
      "no_maison                                     54\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                        jean francois\n",
      "chef_nom                                gonthier\n",
      "chef_annee_naissance                        1797\n",
      "epouse_nom                                laudry\n",
      "epouse_annee_naissance                      1793\n",
      "enfants_dans_la_commune_prenom            emilie\n",
      "enfants_annee_naissance                     1826\n",
      "chef_origine                             hulroif\n",
      "chef_annee_arrivee                          1828\n",
      "chef_vocation                           luistier\n",
      "chef_recepisse                              3041\n",
      "pensionnaires_prenom                     julie .\n",
      "pensionnaires_nom                         landry\n",
      "pensionnaires_origine             canton neuchat\n",
      "pensionnaires_condition             belle foreur\n",
      "pensionnaires_recepisse                    14000\n",
      "observations                                  id\n",
      "Page                                           9\n",
      "Suggested_Street_Name                  martheray\n",
      "Levenshtein_Distance                    0.166667\n",
      "Name: 2508, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                     2117\n",
      "nom_rue                            hulle st laurent\n",
      "no_maison                                        62\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                           jean francois\n",
      "chef_nom                                      belet\n",
      "chef_annee_naissance                           1784\n",
      "epouse_nom                                     brot\n",
      "epouse_annee_naissance                         1785\n",
      "enfants_dans_la_commune_prenom             frederic\n",
      "enfants_annee_naissance                        1812\n",
      "chef_origine                                le mont\n",
      "chef_annee_arrivee                               ne\n",
      "chef_vocation                            journalier\n",
      "chef_recepisse                                  679\n",
      "pensionnaires_prenom                              ·\n",
      "pensionnaires_nom                                 ·\n",
      "pensionnaires_origine                             ·\n",
      "pensionnaires_condition                           ·\n",
      "pensionnaires_recepisse                           ·\n",
      "observations                                      ·\n",
      "Page                                             72\n",
      "Suggested_Street_Name             montee st laurent\n",
      "Levenshtein_Distance                       0.294118\n",
      "Name: 1755, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                 2229\n",
      "nom_rue                            son permisel\n",
      "no_maison                                    31\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                              gillieron\n",
      "chef_annee_naissance                       1795\n",
      "epouse_nom                              perreaz\n",
      "epouse_annee_naissance                     1795\n",
      "enfants_dans_la_commune_prenom            louis\n",
      "enfants_annee_naissance                    1815\n",
      "chef_origine                             ropraz\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                         serrurier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                     louise\n",
      "pensionnaires_nom                         favez\n",
      "pensionnaires_origine                  vuarrens\n",
      "pensionnaires_condition              en chambre\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         69\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.769231\n",
      "Name: 3778, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                 2445\n",
      "nom_rue                                  du pre\n",
      "no_maison                                    35\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francais\n",
      "chef_nom                                huguely\n",
      "chef_annee_naissance                       1791\n",
      "epouse_nom                              laurent\n",
      "epouse_annee_naissance                     1798\n",
      "enfants_dans_la_commune_prenom            henri\n",
      "enfants_annee_naissance                    1824\n",
      "chef_origine                            feedory\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                       journaliere\n",
      "chef_recepisse                              923\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         66\n",
      "Suggested_Street_Name                    du pre\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 1367, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                              2366\n",
      "nom_rue                                                palud\n",
      "no_maison                                                 21\n",
      "proprietaire_nom                                           ·\n",
      "chef_prenom                                    jean francois\n",
      "chef_nom                                              muller\n",
      "chef_annee_naissance                                    1777\n",
      "epouse_nom                                              goch\n",
      "epouse_annee_naissance                                  1779\n",
      "enfants_dans_la_commune_prenom                         henri\n",
      "enfants_annee_naissance                                 1804\n",
      "chef_origine                                         lurberg\n",
      "chef_annee_arrivee                                         ·\n",
      "chef_vocation                                       bucheron\n",
      "chef_recepisse                                           138\n",
      "pensionnaires_prenom                     louise|rose susanne\n",
      "pensionnaires_nom                 pache anee de naisse|bovet\n",
      "pensionnaires_origine                    d epalinges|savigny\n",
      "pensionnaires_condition                       app blanchisse\n",
      "pensionnaires_recepisse                            5236|6271\n",
      "observations                                               ·\n",
      "Page                                                      72\n",
      "Suggested_Street_Name                                  palud\n",
      "Levenshtein_Distance                                     0.0\n",
      "Name: 3010, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                        1201\n",
      "nom_rue                             annee de naissance\n",
      "no_maison                                           43\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                 jean louis\n",
      "chef_nom                                          looz\n",
      "chef_annee_naissance                              1780\n",
      "epouse_nom                                     chapuis\n",
      "epouse_annee_naissance                            1790\n",
      "enfants_dans_la_commune_prenom                   jenni\n",
      "enfants_annee_naissance                           1831\n",
      "chef_origine                                  goumoens\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                voiturier\n",
      "chef_recepisse                                       ·\n",
      "pensionnaires_prenom                                 ·\n",
      "pensionnaires_nom                                    ·\n",
      "pensionnaires_origine                                ·\n",
      "pensionnaires_condition                              ·\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                40\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                             0.725\n",
      "Name: 231, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                3055\n",
      "nom_rue                               cavement\n",
      "no_maison                                   25\n",
      "proprietaire_nom                        girond\n",
      "chef_prenom                           francois\n",
      "chef_nom                                 giron\n",
      "chef_annee_naissance                      1797\n",
      "epouse_nom                             blanche\n",
      "epouse_annee_naissance                    1791\n",
      "enfants_dans_la_commune_prenom           juler\n",
      "enfants_annee_naissance                   1824\n",
      "chef_origine                          jenevois\n",
      "chef_annee_arrivee                     neeenne\n",
      "chef_vocation                      cultivateur\n",
      "chef_recepisse                            1116\n",
      "pensionnaires_prenom                 francoise\n",
      "pensionnaires_nom                      suselme\n",
      "pensionnaires_origine                   l isle\n",
      "pensionnaires_condition           pensionnaire\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                           emmulle\n",
      "Page                                       112\n",
      "Suggested_Street_Name                 rosemont\n",
      "Levenshtein_Distance                     0.625\n",
      "Name: 360, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                 2185\n",
      "nom_rue                                valentin\n",
      "no_maison                                    22\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                               visinant\n",
      "chef_annee_naissance                       1793\n",
      "epouse_nom                                bovex\n",
      "epouse_annee_naissance                     1805\n",
      "enfants_dans_la_commune_prenom            louis\n",
      "enfants_annee_naissance                    1835\n",
      "chef_origine                            colsier\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                           fermier\n",
      "chef_recepisse                             3698\n",
      "pensionnaires_prenom                       marc\n",
      "pensionnaires_nom                      t tissot\n",
      "pensionnaires_origine                    graney\n",
      "pensionnaires_condition              domestique\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         78\n",
      "Suggested_Street_Name                  valentin\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 4112, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                          2760\n",
      "nom_rue                                              fre\n",
      "nom_rue_htr_corr                                     fre\n",
      "nom_rue_norm                                         fre\n",
      "no_maison                                             47\n",
      "proprietaire_nom                                       ·\n",
      "proprietaire_nom_corr                                  ·\n",
      "proprietaire_nom_htr_corr                              ·\n",
      "proprietaire_nom_norm                                  ·\n",
      "chef_prenom                                jean francois\n",
      "chef_prenom_htr_corr                       jean francois\n",
      "chef_prenom_norm                           jean francois\n",
      "chef_nom                                            gued\n",
      "chef_nom_corr                                       guex\n",
      "chef_nom_htr_corr                                   guex\n",
      "chef_nom_norm                                       guex\n",
      "chef_annee_naissance                                1819\n",
      "epouse_nom                                         mayor\n",
      "epouse_nom_corr                                    mayor\n",
      "epouse_nom_htr_corr                                mayor\n",
      "epouse_nom_norm                                    mayor\n",
      "epouse_annee_naissance                              1818\n",
      "enfants_dans_la_commune_prenom                         ·\n",
      "enfants_dans_la_commune_prenom_htr_corr                ·\n",
      "enfants_dans_la_commune_prenom_norm                    ·\n",
      "enfants_annee_naissance                                ·\n",
      "chef_origine                                      voudon\n",
      "chef_origine_corr                                 voudon\n",
      "chef_origine_htr_corr                             voudon\n",
      "chef_origine_norm                                 voudon\n",
      "chef_annee_arrivee                                     ·\n",
      "chef_vocation                                  boulanger\n",
      "chef_vocation_top_terms                        boulanger\n",
      "chef_vocation_htr_corr                         boulanger\n",
      "chef_vocation_norm                             boulanger\n",
      "chef_recepisse                                         ·\n",
      "pensionnaires_prenom                               henri\n",
      "pensionnaires_prenom_htr_corr                      henri\n",
      "pensionnaires_prenom_norm                          henri\n",
      "pensionnaires_nom                                cincens\n",
      "pensionnaires_nom_corr                           cincens\n",
      "pensionnaires_nom_htr_corr                       cincens\n",
      "pensionnaires_nom_norm                           cincens\n",
      "pensionnaires_origine                              selem\n",
      "pensionnaires_origine_corr                         selem\n",
      "pensionnaires_origine_htr_corr                     selem\n",
      "pensionnaires_origine_norm                         selem\n",
      "pensionnaires_condition                          ouvrier\n",
      "pensionnaires_condition_top_terms                ouvrier\n",
      "pensionnaires_condition_htr_corr                 ouvrier\n",
      "pensionnaires_condition_norm                     ouvrier\n",
      "pensionnaires_recepisse                                ·\n",
      "observations                                           ·\n",
      "Page                                                 102\n",
      "Suggested_Street_Name                             du pre\n",
      "Levenshtein_Distance                                 0.6\n",
      "Name: 1803, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                 4105\n",
      "nom_rue                                  chally\n",
      "no_maison                                    20\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                balomey\n",
      "chef_annee_naissance                       1792\n",
      "epouse_nom                                levre\n",
      "epouse_annee_naissance                     1818\n",
      "enfants_dans_la_commune_prenom             geny\n",
      "enfants_annee_naissance                    1839\n",
      "chef_origine                            relmont\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                           liciter\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        157\n",
      "Suggested_Street_Name                    chally\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 715, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                 1038\n",
      "nom_rue                              bartherony\n",
      "no_maison                                    52\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                olivier\n",
      "chef_annee_naissance                       1799\n",
      "epouse_nom                            ladermann\n",
      "epouse_annee_naissance                     1802\n",
      "enfants_dans_la_commune_prenom             jean\n",
      "enfants_annee_naissance                    1827\n",
      "chef_origine                         st cierges\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          armurier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         36\n",
      "Suggested_Street_Name                 martheray\n",
      "Levenshtein_Distance                   0.366667\n",
      "Name: 154, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                   2809\n",
      "nom_rue                                    marche\n",
      "no_maison                                      77\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                       george francois\n",
      "chef_nom                                   hertel\n",
      "chef_annee_naissance                         1816\n",
      "epouse_nom                                  blanc\n",
      "epouse_annee_naissance                       1808\n",
      "enfants_dans_la_commune_prenom              henri\n",
      "enfants_annee_naissance                      1826\n",
      "chef_origine                                 pisy\n",
      "chef_annee_arrivee                              ·\n",
      "chef_vocation                           sorrurier\n",
      "chef_recepisse                                  ·\n",
      "pensionnaires_prenom                            ·\n",
      "pensionnaires_nom                               ·\n",
      "pensionnaires_origine                           ·\n",
      "pensionnaires_condition                         ·\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                          106\n",
      "Suggested_Street_Name                      marche\n",
      "Levenshtein_Distance                          0.0\n",
      "Name: 2461, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                        2657\n",
      "nom_rue                           annee de naissance .\n",
      "no_maison                                           53\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                   francois\n",
      "chef_nom                                       calliet\n",
      "chef_annee_naissance                              1800\n",
      "epouse_nom                                      masson\n",
      "epouse_annee_naissance                            1806\n",
      "enfants_dans_la_commune_prenom                   marie\n",
      "enfants_annee_naissance                           1828\n",
      "chef_origine                                   maracon\n",
      "chef_vocation                                vorturier\n",
      "chef_recepisse                                    3296\n",
      "pensionnaires_prenom                                 ·\n",
      "pensionnaires_nom                                    ·\n",
      "pensionnaires_origine                                ·\n",
      "pensionnaires_condition                              ·\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                99\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                             0.725\n",
      "Name: 45, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                 2769\n",
      "nom_rue                               madelaine\n",
      "no_maison                                    56\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                  comte\n",
      "chef_annee_naissance                       1798\n",
      "epouse_nom                               pareaz\n",
      "epouse_annee_naissance                     1789\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                    1826\n",
      "chef_origine                             ropraz\n",
      "chef_vocation                          tailleur\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         95\n",
      "Suggested_Street_Name                 madelaine\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 2065, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                 1590\n",
      "nom_rue                                     urc\n",
      "no_maison                                    13\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                jaquier\n",
      "chef_annee_naissance                       1799\n",
      "epouse_nom                                boray\n",
      "epouse_annee_naissance                     1795\n",
      "enfants_dans_la_commune_prenom            maria\n",
      "enfants_annee_naissance                    1834\n",
      "chef_origine                            prahine\n",
      "chef_vocation                           rentier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         59\n",
      "Suggested_Street_Name                     bourg\n",
      "Levenshtein_Distance                        0.6\n",
      "Name: 4107, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                 4102\n",
      "nom_rue                             i id o ds o\n",
      "no_maison                                     3\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                 kabler\n",
      "chef_annee_naissance                       1789\n",
      "epouse_nom                                blanc\n",
      "epouse_annee_naissance                     1787\n",
      "enfants_dans_la_commune_prenom            marie\n",
      "enfants_annee_naissance                    1826\n",
      "chef_origine                         burgertein\n",
      "chef_vocation                        journalier\n",
      "chef_recepisse                             1154\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        191\n",
      "Suggested_Street_Name             chateau d oex\n",
      "Levenshtein_Distance                   0.769231\n",
      "Name: 2008, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                              2784\n",
      "nom_rue                               maupas\n",
      "no_maison                                 35\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                       jean louis\n",
      "chef_nom                              cramer\n",
      "chef_annee_naissance                    1768\n",
      "epouse_nom                            pittet\n",
      "epouse_annee_naissance                  1785\n",
      "enfants_dans_la_commune_prenom         henry\n",
      "enfants_annee_naissance                 1820\n",
      "chef_origine                          geneve\n",
      "chef_vocation                        rentier\n",
      "chef_recepisse                         23933\n",
      "pensionnaires_prenom                  joseph\n",
      "pensionnaires_nom                     muller\n",
      "pensionnaires_origine                argovie\n",
      "pensionnaires_condition           domestique\n",
      "pensionnaires_recepisse                 8059\n",
      "observations                               ·\n",
      "Page                                     108\n",
      "Suggested_Street_Name                 maupas\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 2726, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                  190\n",
      "nom_rue                                   bourg\n",
      "no_maison                                    42\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       jean francois\n",
      "chef_nom                                 chavan\n",
      "chef_annee_naissance                       1782\n",
      "epouse_nom                               martin\n",
      "epouse_annee_naissance                     1783\n",
      "enfants_dans_la_commune_prenom            julie\n",
      "enfants_annee_naissance                    1832\n",
      "chef_origine                              pully\n",
      "chef_vocation                        journalier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                          7\n",
      "Suggested_Street_Name                     bourg\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 229, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                       715\n",
      "id                                    730.0\n",
      "erreur_ligne                            non\n",
      "division                                  1\n",
      "nom_rue                   ?ebereau de bourg\n",
      "                                ...        \n",
      "observations                              ·\n",
      "observations_line_corr                  NaN\n",
      "Page                                     26\n",
      "Suggested_Street_Name      cheneau de bourg\n",
      "Levenshtein_Distance               0.272059\n",
      "Name: 352, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                     725\n",
      "nom_rue                           cheneau de bourg\n",
      "no_maison                                       70\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                          jean francois\n",
      "chef_nom                                    chavan\n",
      "chef_annee_naissance                          1787\n",
      "epouse_nom                                  martin\n",
      "epouse_annee_naissance                        1782\n",
      "enfants_dans_la_commune_prenom               julie\n",
      "enfants_annee_naissance                       1838\n",
      "chef_origine                                no des\n",
      "chef_vocation                                    ·\n",
      "chef_recepisse                                 nne\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            26\n",
      "Suggested_Street_Name             cheneau de bourg\n",
      "Levenshtein_Distance                           0.0\n",
      "Name: 714, dtype: object\n",
      "Row 7 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                     745\n",
      "nom_rue                                      aisse\n",
      "no_maison                                       14\n",
      "proprietaire_nom                          verreyre\n",
      "chef_prenom                                 louise\n",
      "chef_nom                                  geinhard\n",
      "chef_annee_naissance                           nee\n",
      "epouse_nom                                   emery\n",
      "epouse_annee_naissance                        1774\n",
      "enfants_dans_la_commune_prenom               adele\n",
      "enfants_annee_naissance                       1799\n",
      "chef_origine                            lacherrier\n",
      "chef_annee_arrivee                              ne\n",
      "chef_vocation                        pentilutriere\n",
      "chef_recepisse                                 478\n",
      "pensionnaires_prenom              jeanne charlotte\n",
      "pensionnaires_nom                         fernerct\n",
      "pensionnaires_origine                     lausanne\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            30\n",
      "Suggested_Street_Name                          ais\n",
      "Levenshtein_Distance                      0.533333\n",
      "Name: 6, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                  682.0\n",
      "ID number corr               669\n",
      "Page                          25\n",
      "erreur_ligne                 non\n",
      "division                       .\n",
      "                           ...  \n",
      "observations                   ·\n",
      "observations_line_corr       NaN\n",
      "observation_htr_corr         NaN\n",
      "Suggested_Street_Name     du pre\n",
      "Levenshtein_Distance        0.75\n",
      "Name: 490, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                             1536\n",
      "nom_rue                                jean\n",
      "no_maison                                30\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           moise\n",
      "chef_nom                            michoud\n",
      "chef_annee_naissance                   1776\n",
      "epouse_nom                            emery\n",
      "epouse_annee_naissance                 1779\n",
      "enfants_dans_la_commune_prenom        henri\n",
      "enfants_annee_naissance                1812\n",
      "chef_origine                       lausanne\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     menuisier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     47\n",
      "Suggested_Street_Name                  jean\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 1791, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                  1287\n",
      "nom_rue                                    bourg\n",
      "no_maison                                     40\n",
      "proprietaire_nom                          verrey\n",
      "chef_prenom                         louise veuve\n",
      "chef_nom                                 reynard\n",
      "chef_annee_naissance                        1774\n",
      "epouse_nom                                     ·\n",
      "epouse_annee_naissance                         ·\n",
      "enfants_dans_la_commune_prenom            adelle\n",
      "enfants_annee_naissance                     1799\n",
      "chef_origine                      la feriers fse\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                       institutrice\n",
      "chef_recepisse                               478\n",
      "pensionnaires_prenom               jne charlotte\n",
      "pensionnaires_nom                       forneret\n",
      "pensionnaires_origine                   lausanne\n",
      "pensionnaires_condition             pensionnaire\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                          49\n",
      "Suggested_Street_Name                      bourg\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 218, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                 1072\n",
      "nom_rue                                   bourg\n",
      "no_maison                                    56\n",
      "proprietaire_nom                       verrey .\n",
      "chef_prenom                        louise veuve\n",
      "chef_nom                                reynard\n",
      "chef_annee_naissance                       1774\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom           adelle\n",
      "enfants_annee_naissance                    1799\n",
      "chef_origine                             france\n",
      "chef_annee_arrivee                          nee\n",
      "chef_vocation                      institutrice\n",
      "chef_recepisse                              478\n",
      "pensionnaires_prenom              jne charlotte\n",
      "pensionnaires_nom                        rollux\n",
      "pensionnaires_origine                   noville\n",
      "pensionnaires_condition                domestiq\n",
      "pensionnaires_recepisse                    5896\n",
      "observations                                  ·\n",
      "Page                                         38\n",
      "Suggested_Street_Name                     bourg\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 236, dtype: object\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                1326\n",
      "nom_rue                                  bourg\n",
      "no_maison                                   80\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                       louise veuve\n",
      "chef_nom                               reynard\n",
      "chef_annee_naissance                      1774\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom           adele\n",
      "enfants_annee_naissance                   1799\n",
      "chef_origine                            france\n",
      "chef_annee_arrivee                         nee\n",
      "chef_vocation                         rentiere\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                 charlotte\n",
      "pensionnaires_nom                     blanchet\n",
      "pensionnaires_origine                    lutry\n",
      "pensionnaires_condition              pensionre\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        43\n",
      "Suggested_Street_Name                    bourg\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 342, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                 3039\n",
      "nom_rue                                derriere\n",
      "no_maison                                    30\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                              louise\n",
      "chef_nom                              oboussier\n",
      "chef_annee_naissance                        nee\n",
      "epouse_nom                                  amy\n",
      "epouse_annee_naissance                     1784\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           lausanne\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          rentiere\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                 marguerite\n",
      "pensionnaires_nom                          joly\n",
      "pensionnaires_origine                     lutry\n",
      "pensionnaires_condition              domestique\n",
      "pensionnaires_recepisse                    5865\n",
      "observations                                  ·\n",
      "Page                                         81\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.384615\n",
      "Name: 1069, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                 332\n",
      "nom_rue                                  bourg\n",
      "no_maison                                   12\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                             louise\n",
      "chef_nom                               reynard\n",
      "chef_annee_naissance                      1774\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom           adele\n",
      "enfants_annee_naissance                   1799\n",
      "chef_origine                            france\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                     institutrice\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom              george louis\n",
      "pensionnaires_nom                      rouge c\n",
      "pensionnaires_origine                 lausanne\n",
      "pensionnaires_condition           pensionnaire\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        12\n",
      "Suggested_Street_Name                    bourg\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 267, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                             2277\n",
      "nom_rue                               maise\n",
      "no_maison                                13\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           moise\n",
      "chef_nom                            michoud\n",
      "chef_annee_naissance                   1776\n",
      "epouse_nom                            emery\n",
      "epouse_annee_naissance                 1774\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                       lausanne\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     menuisier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     76\n",
      "Suggested_Street_Name                   ais\n",
      "Levenshtein_Distance               0.533333\n",
      "Name: 2117, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                 1960\n",
      "nom_rue                              psite mise\n",
      "no_maison                                    11\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               moyse\n",
      "chef_nom                                michoud\n",
      "chef_annee_naissance                       1776\n",
      "epouse_nom                                emery\n",
      "epouse_annee_naissance                     1774\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           lausanne\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                          memisier\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         73\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.653846\n",
      "Name: 3082, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                            954\n",
      "nom_rue                                             bourg\n",
      "no_maison                                              60\n",
      "proprietaire_nom                                   keller\n",
      "chef_prenom                                        louise\n",
      "chef_nom                                         guignaig\n",
      "chef_annee_naissance                                 1788\n",
      "epouse_nom                                         ducret\n",
      "epouse_annee_naissance                                177\n",
      "enfants_dans_la_commune_prenom                      jenny\n",
      "enfants_annee_naissance                              1838\n",
      "chef_origine                                    da saller\n",
      "chef_annee_arrivee                                      ·\n",
      "chef_vocation                                     toiscie\n",
      "chef_recepisse                                       1888\n",
      "pensionnaires_prenom                                    ·\n",
      "pensionnaires_nom                                 ouvrier\n",
      "pensionnaires_origine                             alleman\n",
      "pensionnaires_condition                        de pentron\n",
      "pensionnaires_recepisse                                 ·\n",
      "observations                      jon le livre des losens\n",
      "Page                                                   36\n",
      "Suggested_Street_Name                               bourg\n",
      "Levenshtein_Distance                                  0.0\n",
      "Name: 320, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                                 1401\n",
      "nom_rue                                      annee de naissance\n",
      "nom_rue_htr_corr                             annee de naissance\n",
      "nom_rue_norm                                 annee de naissance\n",
      "no_maison                                                    18\n",
      "proprietaire_nom                                              ·\n",
      "proprietaire_nom_corr                                         ·\n",
      "proprietaire_nom_htr_corr                                     ·\n",
      "proprietaire_nom_norm                                         ·\n",
      "chef_prenom                                               moise\n",
      "chef_prenom_htr_corr                                      moise\n",
      "chef_prenom_norm                                          moise\n",
      "chef_nom                                                michoud\n",
      "chef_nom_corr                                           michoud\n",
      "chef_nom_htr_corr                                       michoud\n",
      "chef_nom_norm                                           michoud\n",
      "chef_annee_naissance                                       1776\n",
      "epouse_nom                                                emery\n",
      "epouse_nom_corr                                           emery\n",
      "epouse_nom_htr_corr                                       emery\n",
      "epouse_nom_norm                                           emery\n",
      "epouse_annee_naissance                                     1778\n",
      "enfants_dans_la_commune_prenom                                ·\n",
      "enfants_dans_la_commune_prenom_htr_corr                       ·\n",
      "enfants_dans_la_commune_prenom_norm                           ·\n",
      "enfants_annee_naissance                                       ·\n",
      "chef_origine                                           lausanne\n",
      "chef_origine_corr                                      lausanne\n",
      "chef_origine_htr_corr                                  lausanne\n",
      "chef_origine_norm                                      lausanne\n",
      "chef_annee_arrivee                                            ·\n",
      "chef_vocation                                         menuisier\n",
      "chef_vocation_top_terms                               menuisier\n",
      "chef_vocation_htr_corr                                menuisier\n",
      "chef_vocation_norm                                    menuisier\n",
      "chef_recepisse                                                ·\n",
      "pensionnaires_prenom                                          ·\n",
      "pensionnaires_prenom_htr_corr                                 ·\n",
      "pensionnaires_prenom_norm                                     ·\n",
      "pensionnaires_nom                                             ·\n",
      "pensionnaires_nom_corr                                        ·\n",
      "pensionnaires_nom_htr_corr                                    ·\n",
      "pensionnaires_nom_norm                                        ·\n",
      "pensionnaires_origine                                         ·\n",
      "pensionnaires_origine_corr                                    ·\n",
      "pensionnaires_origine_htr_corr                                ·\n",
      "pensionnaires_origine_norm                                    ·\n",
      "pensionnaires_condition                                       ·\n",
      "pensionnaires_condition_top_terms                             ·\n",
      "pensionnaires_condition_htr_corr                              ·\n",
      "pensionnaires_condition_norm                                  ·\n",
      "pensionnaires_recepisse                                       ·\n",
      "observations                                                  ·\n",
      "Page                                                         57\n",
      "Suggested_Street_Name                      challe de st laurent\n",
      "Levenshtein_Distance                                      0.725\n",
      "Name: 85, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                1756\n",
      "nom_rue                           sus chaudron\n",
      "no_maison                                   31\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                           caroline\n",
      "chef_nom                                durand\n",
      "chef_annee_naissance                       nee\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                    1774\n",
      "enfants_dans_la_commune_prenom        francois\n",
      "enfants_annee_naissance                   1796\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                         rentiere\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                   lisette\n",
      "pensionnaires_nom                    schnaberg\n",
      "pensionnaires_origine                rusenbach\n",
      "pensionnaires_condition             domestique\n",
      "pensionnaires_recepisse                    684\n",
      "observations                                 ·\n",
      "Page                                        71\n",
      "Suggested_Street_Name                chauderon\n",
      "Levenshtein_Distance                  0.569444\n",
      "Name: 4274, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                            2250\n",
      "nom_rue                               paud\n",
      "no_maison                                4\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                         louise\n",
      "chef_nom                             begaz\n",
      "chef_annee_naissance                  1796\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom       adele\n",
      "enfants_annee_naissance               1829\n",
      "chef_origine                      lausanne\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                      rentier\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    89\n",
      "Suggested_Street_Name                palud\n",
      "Levenshtein_Distance                   0.4\n",
      "Name: 3124, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                             1543\n",
      "nom_rue                            chaucrau\n",
      "no_maison                                51\n",
      "proprietaire_nom                      david\n",
      "chef_prenom                           moise\n",
      "chef_nom                            michaud\n",
      "chef_annee_naissance                   1776\n",
      "epouse_nom                            emery\n",
      "epouse_annee_naissance                 1779\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                       lausanne\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     menuisier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     59\n",
      "Suggested_Street_Name              chaucrau\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 521, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                 528\n",
      "nom_rue                               chencour\n",
      "no_maison                                    8\n",
      "proprietaire_nom                      chollero\n",
      "chef_prenom                              louis\n",
      "chef_nom                              guignard\n",
      "chef_annee_naissance                      1728\n",
      "epouse_nom                              ducret\n",
      "epouse_annee_naissance                    1787\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                   1828\n",
      "chef_origine                        la lsallee\n",
      "chef_vocation                        coiturier\n",
      "chef_recepisse                            1995\n",
      "pensionnaires_prenom                   anteine\n",
      "pensionnaires_nom                      lorenre\n",
      "pensionnaires_origine                  piemont\n",
      "pensionnaires_condition                vitrier\n",
      "pensionnaires_recepisse                  34313\n",
      "observations                                 ·\n",
      "Page                                        20\n",
      "Suggested_Street_Name             des cheneaux\n",
      "Levenshtein_Distance                     0.625\n",
      "Name: 626, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                             2798\n",
      "nom_rue                            monorier\n",
      "no_maison                                 2\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                           moise\n",
      "chef_nom                            michoud\n",
      "chef_annee_naissance                   1772\n",
      "epouse_nom                            emeri\n",
      "epouse_annee_naissance                 1769\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                       lausanne\n",
      "chef_vocation                     henuisier\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     96\n",
      "Suggested_Street_Name              menerier\n",
      "Levenshtein_Distance                  0.375\n",
      "Name: 2583, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                                 524\n",
      "nom_rue                                               de bourg\n",
      "no_maison                                                   36\n",
      "proprietaire_nom                                             ·\n",
      "chef_prenom                                              louis\n",
      "chef_nom                                              guignard\n",
      "chef_annee_naissance                                      1788\n",
      "epouse_nom                                             dereret\n",
      "epouse_annee_naissance                                    1787\n",
      "enfants_dans_la_commune_prenom                           jenni\n",
      "enfants_annee_naissance                                   1828\n",
      "chef_origine                                           labbaye\n",
      "chef_vocation                                       veitrurier\n",
      "chef_recepisse                                            1998\n",
      "pensionnaires_prenom              jean daniel jacob id pauline\n",
      "pensionnaires_nom                    ecolley chveidemann jolar\n",
      "pensionnaires_origine                    lutry c berne arbbaye\n",
      "pensionnaires_condition                  charpentier pensre id\n",
      "pensionnaires_recepisse                                  12752\n",
      "observations                                                 ·\n",
      "Page                                                        20\n",
      "Suggested_Street_Name                                    bourg\n",
      "Levenshtein_Distance                                    0.4875\n",
      "Name: 956, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                 3591\n",
      "nom_rue                           cite dovriere\n",
      "no_maison                                    30\n",
      "proprietaire_nom                        bergier\n",
      "chef_prenom                               louis\n",
      "chef_nom                               guignard\n",
      "chef_annee_naissance                          ·\n",
      "epouse_nom                                celis\n",
      "epouse_annee_naissance                     1809\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                            vallion\n",
      "chef_vocation                       instituteur\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        159\n",
      "Suggested_Street_Name             cite derriere\n",
      "Levenshtein_Distance                   0.346154\n",
      "Name: 983, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                            2012\n",
      "nom_rue                              place\n",
      "no_maison                               20\n",
      "proprietaire_nom                   chabaud\n",
      "chef_prenom                          veuve\n",
      "chef_nom                            mennet\n",
      "chef_annee_naissance                   nee\n",
      "epouse_nom                           muret\n",
      "epouse_annee_naissance                1794\n",
      "enfants_dans_la_commune_prenom       marie\n",
      "enfants_annee_naissance               1819\n",
      "chef_origine                      lausanne\n",
      "chef_vocation                     rentiere\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    78\n",
      "Suggested_Street_Name              la cage\n",
      "Levenshtein_Distance              0.642857\n",
      "Name: 3244, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                   2031\n",
      "nom_rue                           place t laurent\n",
      "no_maison                                      20\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                                 veuve\n",
      "chef_nom                                   mennet\n",
      "chef_annee_naissance                          nee\n",
      "epouse_nom                                  muret\n",
      "epouse_annee_naissance                       1796\n",
      "enfants_dans_la_commune_prenom              marie\n",
      "enfants_annee_naissance                      1818\n",
      "chef_origine                             lausanne\n",
      "chef_vocation                            rentiere\n",
      "chef_recepisse                                  ·\n",
      "pensionnaires_prenom                            ·\n",
      "pensionnaires_nom                               ·\n",
      "pensionnaires_origine                           ·\n",
      "pensionnaires_condition                         ·\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                           75\n",
      "Suggested_Street_Name             place t laurent\n",
      "Levenshtein_Distance                          0.0\n",
      "Name: 3503, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                        541\n",
      "id                                     555.0\n",
      "erreur_ligne                             non\n",
      "division                                   1\n",
      "nom_rue                   ?c hancau de bourg\n",
      "                                 ...        \n",
      "observations                               ·\n",
      "observations_line_corr                   NaN\n",
      "Page                                      20\n",
      "Suggested_Street_Name       cheneau de bourg\n",
      "Levenshtein_Distance                0.319444\n",
      "Name: 159, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                               4223\n",
      "nom_rue                           fontanettaz\n",
      "no_maison                                  31\n",
      "proprietaire_nom                       perret\n",
      "chef_prenom                             louis\n",
      "chef_nom                               perret\n",
      "chef_annee_naissance                     1806\n",
      "epouse_nom                           guiseler\n",
      "epouse_annee_naissance                   1797\n",
      "enfants_dans_la_commune_prenom           jean\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                                ·\n",
      "chef_vocation                       essertine\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                      172\n",
      "Suggested_Street_Name               gottettaz\n",
      "Levenshtein_Distance                 0.494949\n",
      "Name: 1857, dtype: object\n",
      "Row 8 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                             742\n",
      "nom_rue                                              aisse\n",
      "no_maison                                               13\n",
      "proprietaire_nom                                         ·\n",
      "chef_prenom                                   jean william\n",
      "chef_nom                                             denis\n",
      "chef_annee_naissance                                  1802\n",
      "epouse_nom                                         henrict\n",
      "epouse_annee_naissance                               18036\n",
      "enfants_dans_la_commune_prenom                  ery|louise\n",
      "enfants_annee_naissance                          1828|1830\n",
      "chef_origine                                        aclens\n",
      "chef_annee_arrivee                                       ·\n",
      "chef_vocation                     puntaire a|la commissins\n",
      "chef_recepisse                                           ·\n",
      "pensionnaires_prenom                        saxa|henriette\n",
      "pensionnaires_nom                         denis|combernoud\n",
      "pensionnaires_origine                aclens|corp francoise\n",
      "pensionnaires_condition            pensionnaire|domestique\n",
      "pensionnaires_recepisse                                  ·\n",
      "observations                                          mere\n",
      "Page                                                    30\n",
      "Suggested_Street_Name                                  ais\n",
      "Levenshtein_Distance                              0.533333\n",
      "Name: 3, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                      42.0\n",
      "ID number corr                   39\n",
      "Page                              2\n",
      "erreur_ligne                    non\n",
      "division                          .\n",
      "                            ...    \n",
      "observations                      ·\n",
      "observations_line_corr          NaN\n",
      "observation_htr_corr            NaN\n",
      "Suggested_Street_Name     martheray\n",
      "Levenshtein_Distance       0.166667\n",
      "Name: 349, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                                                       72\n",
      "nom_rue                                                       maiton pebhitentiaire\n",
      "no_maison                                                                        21\n",
      "proprietaire_nom                                                              petat\n",
      "chef_prenom                                                                 villiam\n",
      "chef_nom                                                                      denis\n",
      "chef_annee_naissance                                                           1802\n",
      "epouse_nom                                                                  henrich\n",
      "epouse_annee_naissance                                                         1803\n",
      "enfants_dans_la_commune_prenom                                caroline|marey|louise\n",
      "enfants_annee_naissance                                              1781|1827|1829\n",
      "chef_origine                                                                 aclens\n",
      "chef_annee_arrivee                                                             1810\n",
      "chef_vocation                                               inspecteur|de la maison\n",
      "chef_recepisse                                                                 3505\n",
      "pensionnaires_prenom              benjamin|davix|pierre|david|louis|louise|alber...\n",
      "pensionnaires_nom                 roulet|pernet|michaud|cotlier|chavan|crespin|v...\n",
      "pensionnaires_origine             misty|ormonts|juidoux|rougemont|pully|lausanne...\n",
      "pensionnaires_condition           employe|gollier|tifferand|employe|employe|infi...\n",
      "pensionnaires_recepisse                         2317|3339|4737|3206|·|·|3644|·|5947\n",
      "observations                                       ·|·|·|·|·|·|·|·|pareusenville|id\n",
      "Page                                                                              2\n",
      "Suggested_Street_Name                                          challe de st laurent\n",
      "Levenshtein_Distance                                                       0.853571\n",
      "Name: 2129, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                                                      108\n",
      "nom_rue                                                              maison de fore\n",
      "no_maison                                                                        21\n",
      "proprietaire_nom                                                           gouverne\n",
      "chef_prenom                                                                 villiam\n",
      "chef_nom                                                                      denis\n",
      "chef_annee_naissance                                                           1802\n",
      "epouse_nom                                                                  henrich\n",
      "epouse_annee_naissance                                                         1803\n",
      "enfants_dans_la_commune_prenom                                          mary|louise\n",
      "enfants_annee_naissance                                                   1827|1829\n",
      "chef_origine                                                                 aclens\n",
      "chef_annee_arrivee                                                               ne\n",
      "chef_vocation                                                            inspecteur\n",
      "chef_recepisse                                                                  250\n",
      "pensionnaires_prenom              benjamin|jeannette|dame|david|jean pierre|loui...\n",
      "pensionnaires_nom                 routel|guex|morguethaler|pernet|michaud|chavan...\n",
      "pensionnaires_origine             on missy|sortines|tolochenal|ormonts|puidoux|p...\n",
      "pensionnaires_condition           ausinier cuisiniere|·|gouvernante|geolier|empl...\n",
      "pensionnaires_recepisse             2317|3451|·|3339|·|3240|·|5947e|·|·|·|6365|6224\n",
      "observations                                         ·|·|·|·|·|·|parens en ville|id\n",
      "Page                                                                              4\n",
      "Suggested_Street_Name                                             chemin de moulins\n",
      "Levenshtein_Distance                                                       0.676471\n",
      "Name: 2347, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                 1483\n",
      "nom_rue                                 gs jean\n",
      "no_maison                                    37\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                          jean louis\n",
      "chef_nom                                  blanc\n",
      "chef_annee_naissance                       1810\n",
      "epouse_nom                                ninet\n",
      "epouse_annee_naissance                     1813\n",
      "enfants_dans_la_commune_prenom            louis\n",
      "enfants_annee_naissance                    1827\n",
      "chef_origine                            belmont\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                             macon\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         53\n",
      "Suggested_Street_Name             grand st jean\n",
      "Levenshtein_Distance                   0.538462\n",
      "Name: 1586, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                               3013\n",
      "nom_rue                              schaptal\n",
      "no_maison                                  17\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                       jean samuel\n",
      "chef_nom                                 yret\n",
      "chef_annee_naissance                      170\n",
      "epouse_nom                              haury\n",
      "epouse_annee_naissance                   1784\n",
      "enfants_dans_la_commune_prenom         louise\n",
      "enfants_annee_naissance                  1821\n",
      "chef_origine                           renens\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                     charpentier\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       97\n",
      "Suggested_Street_Name                 hopital\n",
      "Levenshtein_Distance                 0.598214\n",
      "Name: 3664, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                  3098\n",
      "nom_rue                           cite ederriere\n",
      "no_maison                                     23\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                          jean francs\n",
      "chef_nom                                   pache\n",
      "chef_annee_naissance                        1803\n",
      "epouse_nom                                crofel\n",
      "epouse_annee_naissance                       184\n",
      "enfants_dans_la_commune_prenom        marc|louis\n",
      "enfants_annee_naissance                1826|1838\n",
      "chef_origine                           epalinges\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                              macon\n",
      "chef_recepisse                              2790\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                              ·\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                          82\n",
      "Suggested_Street_Name              cite derriere\n",
      "Levenshtein_Distance                    0.252747\n",
      "Name: 703, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                        1908\n",
      "nom_rue                                        laurens\n",
      "no_maison                                           57\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                      isaac\n",
      "chef_nom                                           bns\n",
      "chef_annee_naissance                              1800\n",
      "epouse_nom                                     saugeon\n",
      "epouse_annee_naissance                            1796\n",
      "enfants_dans_la_commune_prenom             marie|louis\n",
      "enfants_annee_naissance                       182|1837\n",
      "chef_origine                                    oulens\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                    poirt\n",
      "chef_recepisse                                       ·\n",
      "pensionnaires_prenom              andre file de jereme\n",
      "pensionnaires_nom                              gottati\n",
      "pensionnaires_origine                           eugene\n",
      "pensionnaires_condition             fit du mard e feme\n",
      "pensionnaires_recepisse                           1173\n",
      "observations                                         ·\n",
      "Page                                                58\n",
      "Suggested_Street_Name                       st laurent\n",
      "Levenshtein_Distance                               0.4\n",
      "Name: 2196, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                        362\n",
      "nom_rue                                         bourg\n",
      "no_maison                                          24\n",
      "proprietaire_nom                                    ·\n",
      "chef_prenom                                      jean\n",
      "chef_nom                                       hoever\n",
      "chef_annee_naissance                             1801\n",
      "epouse_nom                                     mechel\n",
      "epouse_annee_naissance                           1803\n",
      "enfants_dans_la_commune_prenom          nalius|louise\n",
      "enfants_annee_naissance                     1837|1841\n",
      "chef_origine                                  lavigny\n",
      "chef_annee_arrivee                                  ·\n",
      "chef_vocation                     tailleur|aubergiste\n",
      "chef_recepisse                                   3361\n",
      "pensionnaires_prenom                            fanny\n",
      "pensionnaires_nom                         gide coguet\n",
      "pensionnaires_origine                         aubonne\n",
      "pensionnaires_condition                    domestique\n",
      "pensionnaires_recepisse                             ·\n",
      "observations                                        ·\n",
      "Page                                               14\n",
      "Suggested_Street_Name                           bourg\n",
      "Levenshtein_Distance                              0.0\n",
      "Name: 457, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                    610\n",
      "nom_rue                             martheray jnc\n",
      "no_maison                                      13\n",
      "proprietaire_nom                                ·\n",
      "chef_prenom                            jean louis\n",
      "chef_nom                                   berney\n",
      "chef_annee_naissance                         1802\n",
      "epouse_nom                                 kohler\n",
      "epouse_annee_naissance                       1804\n",
      "enfants_dans_la_commune_prenom       piere|louise\n",
      "enfants_annee_naissance                 1838|1823\n",
      "chef_origine                             l abbaye\n",
      "chef_annee_arrivee                              ·\n",
      "chef_vocation                          charcutier\n",
      "chef_recepisse                               5114\n",
      "pensionnaires_prenom                conrad|ulrich\n",
      "pensionnaires_nom                     zulh|gerter\n",
      "pensionnaires_origine             orhoden|langnau\n",
      "pensionnaires_condition              pensionnaire\n",
      "pensionnaires_recepisse                3026|29273\n",
      "observations                                    ·\n",
      "Page                                           29\n",
      "Suggested_Street_Name                   martheray\n",
      "Levenshtein_Distance                     0.376068\n",
      "Name: 2104, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                                               2296\n",
      "nom_rue                                                            st paurent\n",
      "no_maison                                                                   5\n",
      "proprietaire_nom                                                            ·\n",
      "chef_prenom                                                       jean daniel\n",
      "chef_nom                                                             joliquin\n",
      "chef_annee_naissance                                                     1805\n",
      "epouse_nom                                                           hemmling\n",
      "epouse_annee_naissance                                                   1816\n",
      "enfants_dans_la_commune_prenom                                   henri|louise\n",
      "enfants_annee_naissance                                             1841|1843\n",
      "chef_origine                                                         villavel\n",
      "chef_annee_arrivee                                                          ·\n",
      "chef_vocation                                                     charpentier\n",
      "chef_recepisse                                                           5422\n",
      "pensionnaires_prenom              veuve de gab|jean|augusti|francois|francois\n",
      "pensionnaires_nom                  hemmeling|casetta|bladorme|buffat|micholet\n",
      "pensionnaires_origine                   lausanne|romina|valaura|·|lairie frse\n",
      "pensionnaires_condition             de bellemer|macon|gyprier|macon|manoeuvre\n",
      "pensionnaires_recepisse                                18192|25739|3130|31349\n",
      "observations                                                                ·\n",
      "Page                                                                       81\n",
      "Suggested_Street_Name                                              st laurent\n",
      "Levenshtein_Distance                                                     0.25\n",
      "Name: 3940, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                          3363\n",
      "nom_rue                                    cite derriere\n",
      "nom_rue_htr_corr                           cite derriere\n",
      "nom_rue_norm                               cite derriere\n",
      "no_maison                                            136\n",
      "proprietaire_nom                                       ·\n",
      "proprietaire_nom_corr                                  ·\n",
      "proprietaire_nom_htr_corr                              ·\n",
      "proprietaire_nom_norm                                  ·\n",
      "chef_prenom                                jean francois\n",
      "chef_prenom_htr_corr                       jean francois\n",
      "chef_prenom_norm                           jean francois\n",
      "chef_nom                                           pache\n",
      "chef_nom_corr                                      pache\n",
      "chef_nom_htr_corr                                  pache\n",
      "chef_nom_norm                                      pache\n",
      "chef_annee_naissance                                1803\n",
      "epouse_nom                                       gruffel\n",
      "epouse_nom_corr                                  gruffel\n",
      "epouse_nom_htr_corr                              gruffel\n",
      "epouse_nom_norm                                  gruffel\n",
      "epouse_annee_naissance                              1804\n",
      "enfants_dans_la_commune_prenom              marie|louise\n",
      "enfants_dans_la_commune_prenom_htr_corr     marie|louise\n",
      "enfants_dans_la_commune_prenom_norm         marie|louise\n",
      "enfants_annee_naissance                        1826|1853\n",
      "chef_origine                                   epalinges\n",
      "chef_origine_corr                              epalinges\n",
      "chef_origine_htr_corr                          epalinges\n",
      "chef_origine_norm                              epalinges\n",
      "chef_annee_arrivee                                     ·\n",
      "chef_vocation                                maron|macon\n",
      "chef_vocation_top_terms                      macon|macon\n",
      "chef_vocation_htr_corr                       maron|macon\n",
      "chef_vocation_norm                           maron|macon\n",
      "chef_recepisse                                      2790\n",
      "pensionnaires_prenom                                   ·\n",
      "pensionnaires_prenom_htr_corr                          ·\n",
      "pensionnaires_prenom_norm                              ·\n",
      "pensionnaires_nom                                      ·\n",
      "pensionnaires_nom_corr                                 ·\n",
      "pensionnaires_nom_htr_corr                             ·\n",
      "pensionnaires_nom_norm                                 ·\n",
      "pensionnaires_origine                                  ·\n",
      "pensionnaires_origine_corr                             ·\n",
      "pensionnaires_origine_htr_corr                         ·\n",
      "pensionnaires_origine_norm                             ·\n",
      "pensionnaires_condition                                ·\n",
      "pensionnaires_condition_top_terms                      ·\n",
      "pensionnaires_condition_htr_corr                       ·\n",
      "pensionnaires_condition_norm                           ·\n",
      "pensionnaires_recepisse                                ·\n",
      "observations                                           ·\n",
      "Page                                                 123\n",
      "Suggested_Street_Name                      cite derriere\n",
      "Levenshtein_Distance                                 0.0\n",
      "Name: 832, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                        1702\n",
      "nom_rue                               halle de s laurt\n",
      "no_maison                                           19\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                jean daniel\n",
      "chef_nom                                      joliquin\n",
      "chef_annee_naissance                              1805\n",
      "epouse_nom                                   hemmeling\n",
      "epouse_annee_naissance                            1816\n",
      "enfants_dans_la_commune_prenom            henri|louise\n",
      "enfants_annee_naissance                      1841|1843\n",
      "chef_origine                                 villardit\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                   pentre\n",
      "chef_recepisse                                    5422\n",
      "pensionnaires_prenom                        vve de gab\n",
      "pensionnaires_nom                 hemmelier nee vichat\n",
      "pensionnaires_origine                         lausanne\n",
      "pensionnaires_condition                        pension\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                68\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                              0.35\n",
      "Name: 2004, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                    2096\n",
      "nom_rue                            drue se da bour\n",
      "no_maison                                       79\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                                 viscin\n",
      "chef_nom                                    odenis\n",
      "chef_annee_naissance                          1802\n",
      "epouse_nom                                 henrich\n",
      "epouse_annee_naissance                        1803\n",
      "enfants_dans_la_commune_prenom    mery|louise|rane\n",
      "enfants_annee_naissance              1827|180|1038\n",
      "chef_origine                                     ·\n",
      "chef_annee_arrivee                               ·\n",
      "chef_vocation                              rentier\n",
      "chef_recepisse                                   ·\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            83\n",
      "Suggested_Street_Name             cheneau de bourg\n",
      "Levenshtein_Distance                         0.625\n",
      "Name: 1523, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                        2248\n",
      "nom_rue                                 rue de la sour\n",
      "no_maison                                           73\n",
      "proprietaire_nom                                 denis\n",
      "chef_prenom                                    william\n",
      "chef_nom                                         demis\n",
      "chef_annee_naissance                              1802\n",
      "epouse_nom                                     henrich\n",
      "epouse_annee_naissance                            1803\n",
      "enfants_dans_la_commune_prenom        mory|louise|lori\n",
      "enfants_annee_naissance                    1827|·|1820\n",
      "chef_origine                                  lausanne\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                     ager\n",
      "chef_recepisse                                       ·\n",
      "pensionnaires_prenom                            louise\n",
      "pensionnaires_nom                                betle\n",
      "pensionnaires_origine                             mont\n",
      "pensionnaires_condition                     domestique\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                85\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                             0.675\n",
      "Name: 3532, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                820\n",
      "nom_rue                           jn francois\n",
      "no_maison                                  23\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                        jean isaac\n",
      "chef_nom                                blanc\n",
      "chef_annee_naissance                     1804\n",
      "epouse_nom                              blanc\n",
      "epouse_annee_naissance                   1805\n",
      "enfants_dans_la_commune_prenom    rose louise\n",
      "enfants_annee_naissance             1833|1835\n",
      "chef_origine                         lausanne\n",
      "chef_vocation                      vde de ber\n",
      "chef_recepisse                           3502\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       30\n",
      "Suggested_Street_Name             st francois\n",
      "Levenshtein_Distance                 0.181818\n",
      "Name: 2185, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                      2556\n",
      "nom_rue                                          pre\n",
      "no_maison                                         37\n",
      "proprietaire_nom                                   ·\n",
      "chef_prenom                                   daniel\n",
      "chef_nom                                    henrioud\n",
      "chef_annee_naissance                            1812\n",
      "epouse_nom                                     golaz\n",
      "epouse_annee_naissance                           185\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_annee_naissance                    1842|1846\n",
      "chef_origine                               echandens\n",
      "chef_vocation                     porteur de chaises\n",
      "chef_recepisse                                   678\n",
      "pensionnaires_prenom                               ·\n",
      "pensionnaires_nom                                  ·\n",
      "pensionnaires_origine                              ·\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                                       ·\n",
      "Page                                              89\n",
      "Suggested_Street_Name                         du pre\n",
      "Levenshtein_Distance                             0.5\n",
      "Name: 3264, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                1577\n",
      "nom_rue                               chaucrau\n",
      "no_maison                                   16\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                        jean pierre\n",
      "chef_nom                                cordey\n",
      "chef_annee_naissance                      1809\n",
      "epouse_nom                              dupont\n",
      "epouse_annee_naissance                    1809\n",
      "enfants_dans_la_commune_prenom    henry|louise\n",
      "enfants_annee_naissance              1838|1834\n",
      "chef_origine                             lutry\n",
      "chef_vocation                       corvonnier\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        59\n",
      "Suggested_Street_Name                 chaucrau\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 587, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                        2222\n",
      "nom_rue                             point de hs jn ret\n",
      "no_maison                                            6\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                jean pierre\n",
      "chef_nom                                        cordey\n",
      "chef_annee_naissance                              1809\n",
      "epouse_nom                                      dupont\n",
      "epouse_annee_naissance                            1809\n",
      "enfants_dans_la_commune_prenom            henri|louise\n",
      "enfants_annee_naissance                      1842|1835\n",
      "chef_origine                                     pully\n",
      "chef_vocation                               cordonnier\n",
      "chef_recepisse                                    3787\n",
      "pensionnaires_prenom                        christophe\n",
      "pensionnaires_nom                               brunet\n",
      "pensionnaires_origine                         fribourg\n",
      "pensionnaires_condition                        ouvrier\n",
      "pensionnaires_recepisse                           7336\n",
      "observations                                         ·\n",
      "Page                                                86\n",
      "Suggested_Street_Name             challe de st laurent\n",
      "Levenshtein_Distance                               0.7\n",
      "Name: 3568, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                2277\n",
      "nom_rue                                la tour\n",
      "no_maison                                   73\n",
      "proprietaire_nom                         denis\n",
      "chef_prenom                            william\n",
      "chef_nom                                 denis\n",
      "chef_annee_naissance                      1802\n",
      "epouse_nom                               henri\n",
      "epouse_annee_naissance                    1803\n",
      "enfants_dans_la_commune_prenom    mairy|louise\n",
      "enfants_annee_naissance              1828|1830\n",
      "chef_origine                            aclens\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        88\n",
      "Suggested_Street_Name                  la tour\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 2211, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                2307\n",
      "nom_rue                                  ii id\n",
      "no_maison                                   72\n",
      "proprietaire_nom                         denis\n",
      "chef_prenom                            william\n",
      "chef_nom                          mathey|denis\n",
      "chef_annee_naissance                      1802\n",
      "epouse_nom                               henry\n",
      "epouse_annee_naissance                    1803\n",
      "enfants_dans_la_commune_prenom      mairy|marc\n",
      "enfants_annee_naissance              1828|1838\n",
      "chef_origine                            aelens\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        85\n",
      "Suggested_Street_Name                    palud\n",
      "Levenshtein_Distance                       0.8\n",
      "Name: 2136, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                            2299\n",
      "id                         2331.0\n",
      "erreur_ligne                  non\n",
      "division                        3\n",
      "nom_rue                   la tour\n",
      "                           ...   \n",
      "observations                    ·\n",
      "observations_line_corr        NaN\n",
      "Page                           86\n",
      "Suggested_Street_Name     la tour\n",
      "Levenshtein_Distance          0.0\n",
      "Name: 2820, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                 4172\n",
      "nom_rue                           chateau d oex\n",
      "no_maison                                    31\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               david\n",
      "chef_nom                                  henny\n",
      "chef_annee_naissance                       1821\n",
      "epouse_nom                               duport\n",
      "epouse_annee_naissance                     1823\n",
      "enfants_dans_la_commune_prenom     aline|louise\n",
      "enfants_annee_naissance               1851|1852\n",
      "chef_origine                            rennens\n",
      "chef_vocation                       agriculteur\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        169\n",
      "Suggested_Street_Name             chateau d oex\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 511, dtype: object\n",
      "Row 9 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                                      744\n",
      "nom_rue                                                       aisse\n",
      "no_maison                                                        13\n",
      "proprietaire_nom                                                  ·\n",
      "chef_prenom                                                 benoite\n",
      "chef_nom                                                       rung\n",
      "chef_annee_naissance                                           1793\n",
      "epouse_nom                                                  reymond\n",
      "epouse_annee_naissance                                         1796\n",
      "enfants_dans_la_commune_prenom    julie|emilie|cerarue|vagne|louise\n",
      "enfants_annee_naissance                    1819|1820|1822|1824|1827\n",
      "chef_origine                                                    lys\n",
      "chef_annee_arrivee                                                ·\n",
      "chef_vocation                                             parfemeur\n",
      "chef_recepisse                                                  826\n",
      "pensionnaires_prenom                            francoise henriette\n",
      "pensionnaires_nom                                               eeb\n",
      "pensionnaires_origine                                corp du caulon\n",
      "pensionnaires_condition                                pensionnaire\n",
      "pensionnaires_recepisse                                        4470\n",
      "observations                                                      ·\n",
      "Page                                                             30\n",
      "Suggested_Street_Name                                           ais\n",
      "Levenshtein_Distance                                       0.533333\n",
      "Name: 5, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                     327.0\n",
      "ID number corr                  317\n",
      "Page                             13\n",
      "erreur_ligne                    non\n",
      "division                          .\n",
      "                            ...    \n",
      "observations                      ·\n",
      "observations_line_corr          NaN\n",
      "observation_htr_corr            NaN\n",
      "Suggested_Street_Name     chabliere\n",
      "Levenshtein_Distance       0.555556\n",
      "Name: 470, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                                        1469\n",
      "nom_rue                                                           jean\n",
      "no_maison                                                           30\n",
      "proprietaire_nom                                                     ·\n",
      "chef_prenom                                                      henri\n",
      "chef_nom                                                         bally\n",
      "chef_annee_naissance                                              1792\n",
      "epouse_nom                                                      schenk\n",
      "epouse_annee_naissance                                            1797\n",
      "enfants_dans_la_commune_prenom    francois|gouve|nina|henriette|louise\n",
      "enfants_annee_naissance                       1820|1825|1826|1828|1831\n",
      "chef_origine                                                  boufoens\n",
      "chef_annee_arrivee                                                   ·\n",
      "chef_vocation                                                 tourneur\n",
      "chef_recepisse                                                    3524\n",
      "pensionnaires_prenom                                                 ·\n",
      "pensionnaires_nom                                                    ·\n",
      "pensionnaires_origine                                                ·\n",
      "pensionnaires_condition                                              ·\n",
      "pensionnaires_recepisse                                              ·\n",
      "observations                                                         ·\n",
      "Page                                                                45\n",
      "Suggested_Street_Name                                             jean\n",
      "Levenshtein_Distance                                               0.0\n",
      "Name: 1726, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                                 224\n",
      "nom_rue                                               matherey\n",
      "no_maison                                                   47\n",
      "proprietaire_nom                                             ·\n",
      "chef_prenom                                              henry\n",
      "chef_nom                                                corbaz\n",
      "chef_annee_naissance                                       178\n",
      "epouse_nom                                               dumas\n",
      "epouse_annee_naissance                                    1784\n",
      "enfants_dans_la_commune_prenom    marie|louis|charles|francois\n",
      "enfants_annee_naissance                    1816|1821|1822|1828\n",
      "chef_origine                                              mont\n",
      "chef_annee_arrivee                                          ne\n",
      "chef_vocation                                         vigneron\n",
      "chef_recepisse                                             279\n",
      "pensionnaires_prenom                                         ·\n",
      "pensionnaires_nom                                            ·\n",
      "pensionnaires_origine                                        ·\n",
      "pensionnaires_condition                                      ·\n",
      "pensionnaires_recepisse                                      ·\n",
      "observations                                                 ·\n",
      "Page                                                         8\n",
      "Suggested_Street_Name                                martheray\n",
      "Levenshtein_Distance                                  0.388889\n",
      "Name: 2544, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                                       610\n",
      "nom_rue                                                     such jne\n",
      "no_maison                                                         37\n",
      "proprietaire_nom                                                   ·\n",
      "chef_prenom                                                   samuel\n",
      "chef_nom                                                    seillens\n",
      "chef_annee_naissance                                            1179\n",
      "epouse_nom                                                   reynond\n",
      "epouse_annee_naissance                                          1792\n",
      "enfants_dans_la_commune_prenom    louis|nes|manre|caroline|jeannette\n",
      "enfants_annee_naissance                        1817|1820|1822|·|1826\n",
      "chef_origine                                                     ent\n",
      "chef_annee_arrivee                                                 ·\n",
      "chef_vocation                                                sirpier\n",
      "chef_recepisse                                                    ne\n",
      "pensionnaires_prenom                                           marie\n",
      "pensionnaires_nom                                            deponds\n",
      "pensionnaires_origine                                         rolley\n",
      "pensionnaires_condition                                   lonsonaire\n",
      "pensionnaires_recepisse                                            ·\n",
      "observations                                                       ·\n",
      "Page                                                              22\n",
      "Suggested_Street_Name                                     bauchardon\n",
      "Levenshtein_Distance                                             0.7\n",
      "Name: 3680, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                                    1306\n",
      "nom_rue                                                      bourg\n",
      "no_maison                                                       80\n",
      "proprietaire_nom                                                 ·\n",
      "chef_prenom                                           victor henri\n",
      "chef_nom                                                  farandoz\n",
      "chef_annee_naissance                                          1787\n",
      "epouse_nom                                                 vernaud\n",
      "epouse_annee_naissance                                        1789\n",
      "enfants_dans_la_commune_prenom           louise|george|marie|louis\n",
      "enfants_annee_naissance                        1816|1823|1818|1824\n",
      "chef_origine                                               belmont\n",
      "chef_annee_arrivee                                            1812\n",
      "chef_vocation                                             tailleur\n",
      "chef_recepisse                                                1390\n",
      "pensionnaires_prenom              marguerite|eleonore marie|pierre\n",
      "pensionnaires_nom                               aguet|simon|coguet\n",
      "pensionnaires_origine                    lutry|chamourier|grenoble\n",
      "pensionnaires_condition           ouvr tailleuse id id|·|cuisinier\n",
      "pensionnaires_recepisse                                22995|24582\n",
      "observations                                                     ·\n",
      "Page                                                            42\n",
      "Suggested_Street_Name                                        bourg\n",
      "Levenshtein_Distance                                           0.0\n",
      "Name: 322, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                                     1083\n",
      "nom_rue                                                     du pont\n",
      "no_maison                                                        10\n",
      "proprietaire_nom                                             renaud\n",
      "chef_prenom                                                    elie\n",
      "chef_nom                                                     renaud\n",
      "chef_annee_naissance                                           1795\n",
      "epouse_nom                                                  millier\n",
      "epouse_annee_naissance                                         1798\n",
      "enfants_dans_la_commune_prenom    cecile|charlis|louis|marie|louise\n",
      "enfants_annee_naissance                    1823|1825|1827|1833|1818\n",
      "chef_origine                                                menches\n",
      "chef_annee_arrivee                                                ·\n",
      "chef_vocation                                             patissier\n",
      "chef_recepisse                                                 1502\n",
      "pensionnaires_prenom                                          louis\n",
      "pensionnaires_nom                                           regamey\n",
      "pensionnaires_origine                                      lausanne\n",
      "pensionnaires_condition                                     ouvrier\n",
      "pensionnaires_recepisse                                           ·\n",
      "observations                                                      ·\n",
      "Page                                                             31\n",
      "Suggested_Street_Name                                       du pont\n",
      "Levenshtein_Distance                                            0.0\n",
      "Name: 1185, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                               2509\n",
      "nom_rue                                                 du re\n",
      "no_maison                                                  29\n",
      "proprietaire_nom                                            ·\n",
      "chef_prenom                                             henri\n",
      "chef_nom                                                 roch\n",
      "chef_annee_naissance                                     1779\n",
      "epouse_nom                                             bujard\n",
      "epouse_annee_naissance                                      ·\n",
      "enfants_dans_la_commune_prenom    louise|annette|daniel|louis\n",
      "enfants_annee_naissance                   1816|1819|1822|1824\n",
      "chef_origine                                            lutry\n",
      "chef_annee_arrivee                                          ·\n",
      "chef_vocation                                          larron\n",
      "chef_recepisse                                           3112\n",
      "pensionnaires_prenom                                        ·\n",
      "pensionnaires_nom                                           ·\n",
      "pensionnaires_origine                                       ·\n",
      "pensionnaires_condition                                     ·\n",
      "pensionnaires_recepisse                                     ·\n",
      "observations                                                ·\n",
      "Page                                                       79\n",
      "Suggested_Street_Name                                  du pre\n",
      "Levenshtein_Distance                                 0.333333\n",
      "Name: 1220, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                                 1133\n",
      "nom_rue                                      annee de naissance\n",
      "no_maison                                                    43\n",
      "proprietaire_nom                                              ·\n",
      "chef_prenom                                                elie\n",
      "chef_nom                                                 renaud\n",
      "chef_annee_naissance                                       1795\n",
      "epouse_nom                                              mellier\n",
      "epouse_annee_naissance                                     1798\n",
      "enfants_dans_la_commune_prenom    louise|adele|charlis|ne|marie\n",
      "enfants_annee_naissance                1823|1820|1825|1828|1832\n",
      "chef_origine                                           avenches\n",
      "chef_annee_arrivee                                            ·\n",
      "chef_vocation                                           rentier\n",
      "chef_recepisse                                             1502\n",
      "pensionnaires_prenom                                          ·\n",
      "pensionnaires_nom                                             ·\n",
      "pensionnaires_origine                                         ·\n",
      "pensionnaires_condition                                       ·\n",
      "pensionnaires_recepisse                                       ·\n",
      "observations                                                  ·\n",
      "Page                                                         38\n",
      "Suggested_Street_Name                      challe de st laurent\n",
      "Levenshtein_Distance                                      0.725\n",
      "Name: 200, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                                   1784\n",
      "nom_rue                                                  valentin\n",
      "no_maison                                                      17\n",
      "proprietaire_nom                                                ·\n",
      "chef_prenom                                             sitoestre\n",
      "chef_nom                                                    rosso\n",
      "chef_annee_naissance                                         1790\n",
      "epouse_nom                                                  perra\n",
      "epouse_annee_naissance                                       1798\n",
      "enfants_dans_la_commune_prenom    josephine|amilette|veuve|louise\n",
      "enfants_annee_naissance                            1818|1818|1838\n",
      "chef_origine                                                turin\n",
      "chef_annee_arrivee                                              ·\n",
      "chef_vocation                                            marchand\n",
      "chef_recepisse                                                  ·\n",
      "pensionnaires_prenom                                            ·\n",
      "pensionnaires_nom                                               ·\n",
      "pensionnaires_origine                                           ·\n",
      "pensionnaires_condition                                         ·\n",
      "pensionnaires_recepisse                                         ·\n",
      "observations                                                    ·\n",
      "Page                                                           68\n",
      "Suggested_Street_Name                                    valentin\n",
      "Levenshtein_Distance                                          0.0\n",
      "Name: 3817, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                                                     4159\n",
      "nom_rue                                                                    bergeres\n",
      "no_maison                                                                        20\n",
      "proprietaire_nom                                                                  ·\n",
      "chef_prenom                                                                   henri\n",
      "chef_nom                                                                     rouffy\n",
      "chef_annee_naissance                                                           1793\n",
      "epouse_nom                                                                   cordaz\n",
      "epouse_annee_naissance                                                         1802\n",
      "enfants_dans_la_commune_prenom                           marie|charles|julie|louise\n",
      "enfants_annee_naissance                                         1828|1829|1833|1843\n",
      "chef_origine                                                                 pailly\n",
      "chef_annee_arrivee                                                             1842\n",
      "chef_vocation                                                               formier\n",
      "chef_recepisse                                                                    ·\n",
      "pensionnaires_prenom              marie|charles|jeannette|louis|auguste|marie lo...\n",
      "pensionnaires_nom                 marguerat|badans|blanchardt|blanc l|carin|vill...\n",
      "pensionnaires_origine             de lutry|de puillens|mezery|de lausanne|de lau...\n",
      "pensionnaires_condition           domestique|domestique|domestique|domestique|do...\n",
      "pensionnaires_recepisse                                                ·|·|·|·|3912\n",
      "observations                                                                      ·\n",
      "Page                                                                            148\n",
      "Suggested_Street_Name                                                     georgette\n",
      "Levenshtein_Distance                                                       0.611111\n",
      "Name: 161, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                                      3479\n",
      "nom_rue                                                        barre\n",
      "nom_rue_htr_corr                                               barre\n",
      "nom_rue_norm                                                   barre\n",
      "no_maison                                                         92\n",
      "proprietaire_nom                                                   ·\n",
      "proprietaire_nom_corr                                              ·\n",
      "proprietaire_nom_htr_corr                                          ·\n",
      "proprietaire_nom_norm                                              ·\n",
      "chef_prenom                                                    henri\n",
      "chef_prenom_htr_corr                                           henri\n",
      "chef_prenom_norm                                               henri\n",
      "chef_nom                                                    chappuis\n",
      "chef_nom_corr                                               chappuis\n",
      "chef_nom_htr_corr                                           chappuis\n",
      "chef_nom_norm                                                chapuis\n",
      "chef_annee_naissance                                            1786\n",
      "epouse_nom                                                   regamey\n",
      "epouse_nom_corr                                              regamey\n",
      "epouse_nom_htr_corr                                          regamey\n",
      "epouse_nom_norm                                              regamey\n",
      "epouse_annee_naissance                                          1794\n",
      "enfants_dans_la_commune_prenom              eugene|pare|janne|louise\n",
      "enfants_dans_la_commune_prenom_htr_corr     eugene|pare|janne|louise\n",
      "enfants_dans_la_commune_prenom_norm        eugene|pare|jeanne|louise\n",
      "enfants_annee_naissance                          1824|1827|1829|1553\n",
      "chef_origine                                                 romanel\n",
      "chef_origine_corr                                            romanel\n",
      "chef_origine_htr_corr                                        romanel\n",
      "chef_origine_norm                                            romanel\n",
      "chef_annee_arrivee                                                 ·\n",
      "chef_vocation                                               juillier\n",
      "chef_vocation_top_terms                                     juillier\n",
      "chef_vocation_htr_corr                                      juillier\n",
      "chef_vocation_norm                                          juillier\n",
      "chef_recepisse                                                  3039\n",
      "pensionnaires_prenom                                               ·\n",
      "pensionnaires_prenom_htr_corr                                      ·\n",
      "pensionnaires_prenom_norm                                          ·\n",
      "pensionnaires_nom                                                  ·\n",
      "pensionnaires_nom_corr                                             ·\n",
      "pensionnaires_nom_htr_corr                                         ·\n",
      "pensionnaires_nom_norm                                             ·\n",
      "pensionnaires_origine                                              ·\n",
      "pensionnaires_origine_corr                                         ·\n",
      "pensionnaires_origine_htr_corr                                     ·\n",
      "pensionnaires_origine_norm                                         ·\n",
      "pensionnaires_condition                                            ·\n",
      "pensionnaires_condition_top_terms                                  ·\n",
      "pensionnaires_condition_htr_corr                                   ·\n",
      "pensionnaires_condition_norm                                       ·\n",
      "pensionnaires_recepisse                                            ·\n",
      "observations                                                       ·\n",
      "Page                                                             126\n",
      "Suggested_Street_Name                                          barre\n",
      "Levenshtein_Distance                                             0.0\n",
      "Name: 155, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                                                   1799\n",
      "nom_rue                                                                   beaulin\n",
      "no_maison                                                                      38\n",
      "proprietaire_nom                                                                ·\n",
      "chef_prenom                                                               auguste\n",
      "chef_nom                                                                    conod\n",
      "chef_annee_naissance                                                         1796\n",
      "epouse_nom                                                               sechelaz\n",
      "epouse_annee_naissance                                                       1798\n",
      "enfants_dans_la_commune_prenom                           eliza|lucie|aline|eugene\n",
      "enfants_annee_naissance                                       1825|1827|1834|1839\n",
      "chef_origine                                                                    ·\n",
      "chef_annee_arrivee                                                              ·\n",
      "chef_vocation                                                                  et\n",
      "chef_recepisse                                                                  ·\n",
      "pensionnaires_prenom                                antoinette|jeannette|mlle|ida\n",
      "pensionnaires_nom                                      blanchard|schmitte s|pache\n",
      "pensionnaires_origine                                      jouater|arbourg|ebrict\n",
      "pensionnaires_condition           domestique|domestique|pensionnaire|pensionnaire\n",
      "pensionnaires_recepisse                                         10208|11203|33358\n",
      "observations                                                                    ·\n",
      "Page                                                                           72\n",
      "Suggested_Street_Name                                                    beaulieu\n",
      "Levenshtein_Distance                                                         0.25\n",
      "Name: 372, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                                    3088\n",
      "nom_rue                                                     devant\n",
      "no_maison                                                       37\n",
      "proprietaire_nom                                                 ·\n",
      "chef_prenom                                                 tessar\n",
      "chef_nom                                                 dufournet\n",
      "chef_annee_naissance                                          1790\n",
      "epouse_nom                                                chavanne\n",
      "epouse_annee_naissance                                        1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                   1827|1830|1831|1835|1835\n",
      "chef_origine                                              lausanne\n",
      "chef_annee_arrivee                                               ·\n",
      "chef_vocation                                           professeur\n",
      "chef_recepisse                                                   ·\n",
      "pensionnaires_prenom                              marianne|nanette\n",
      "pensionnaires_nom                                 gonnet|odelechat\n",
      "pensionnaires_origine                                 vuarrens|bex\n",
      "pensionnaires_condition                                  dque|dque\n",
      "pensionnaires_recepisse                                 2269|11824\n",
      "observations                                                     ·\n",
      "Page                                                           123\n",
      "Suggested_Street_Name                                      servant\n",
      "Levenshtein_Distance                                      0.357143\n",
      "Name: 1464, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                                    2987\n",
      "nom_rue                                               pitie devant\n",
      "no_maison                                                        1\n",
      "proprietaire_nom                                                 ·\n",
      "chef_prenom                                                  cesar\n",
      "chef_nom                                                 dufournet\n",
      "chef_annee_naissance                                          1790\n",
      "epouse_nom                                               chavannes\n",
      "epouse_annee_naissance                                        1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                   1827|1850|1831|1833|1835\n",
      "chef_origine                                              lausanne\n",
      "chef_annee_arrivee                                               ·\n",
      "chef_vocation                                           professeur\n",
      "chef_recepisse                                                   ·\n",
      "pensionnaires_prenom                              marianne|nanette\n",
      "pensionnaires_nom                                  ponnet|delechat\n",
      "pensionnaires_origine                                 vuarrens|bex\n",
      "pensionnaires_condition                      domestique|domestique\n",
      "pensionnaires_recepisse                                 1769|18424\n",
      "observations                                                     ·\n",
      "Page                                                           114\n",
      "Suggested_Street_Name                                  cite devant\n",
      "Levenshtein_Distance                                      0.257576\n",
      "Name: 3352, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                                   3211\n",
      "nom_rue                                              cile derrier\n",
      "no_maison                                                       8\n",
      "proprietaire_nom                                                ·\n",
      "chef_prenom                                             jn daniel\n",
      "chef_nom                                                   mignet\n",
      "chef_annee_naissance                                         1783\n",
      "epouse_nom                                                 corsaz\n",
      "epouse_annee_naissance                                       1787\n",
      "enfants_dans_la_commune_prenom    jeane francois jenni louise rul\n",
      "enfants_annee_naissance                  1811|1822|1824|1826|1829\n",
      "chef_origine                                                ville\n",
      "chef_vocation                                          journalier\n",
      "chef_recepisse                                                  ·\n",
      "pensionnaires_prenom                                            ·\n",
      "pensionnaires_nom                                               ·\n",
      "pensionnaires_origine                                           ·\n",
      "pensionnaires_condition                                         ·\n",
      "pensionnaires_recepisse                                         ·\n",
      "observations                                                    ·\n",
      "Page                                                          121\n",
      "Suggested_Street_Name                               cite derriere\n",
      "Levenshtein_Distance                                     0.230769\n",
      "Name: 751, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                      4144\n",
      "nom_rue                                      valeney\n",
      "no_maison                                         14\n",
      "proprietaire_nom                                   ·\n",
      "chef_prenom                                 francois\n",
      "chef_nom                                       henny\n",
      "chef_annee_naissance                            1797\n",
      "epouse_nom                                   rarnaux\n",
      "epouse_annee_naissance                          1794\n",
      "enfants_dans_la_commune_prenom    julie|david louise\n",
      "enfants_annee_naissance               1120|1821|1847\n",
      "chef_origine                                  renens\n",
      "chef_vocation                                fermier\n",
      "chef_recepisse                                     ·\n",
      "pensionnaires_prenom                               ·\n",
      "pensionnaires_nom                                  ·\n",
      "pensionnaires_origine                              ·\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_recepisse                            ·\n",
      "observations                                       ·\n",
      "Page                                             151\n",
      "Suggested_Street_Name                       valentin\n",
      "Levenshtein_Distance                           0.375\n",
      "Name: 4046, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                                  1716\n",
      "nom_rue                                                chacierau\n",
      "no_maison                                                     27\n",
      "proprietaire_nom                                               ·\n",
      "chef_prenom                                                henry\n",
      "chef_nom                                                marchand\n",
      "chef_annee_naissance                                        1818\n",
      "epouse_nom                                                 inyon\n",
      "epouse_annee_naissance                                      1819\n",
      "enfants_dans_la_commune_prenom    louisa|louisa|marie|marie|luce\n",
      "enfants_annee_naissance                  1845|1863|1845|1806|182\n",
      "chef_origine                                                 ben\n",
      "chef_vocation                                         meurierier\n",
      "chef_recepisse                                                 ·\n",
      "pensionnaires_prenom                                           ·\n",
      "pensionnaires_nom                                              ·\n",
      "pensionnaires_origine                                          ·\n",
      "pensionnaires_condition                                        ·\n",
      "pensionnaires_recepisse                                        ·\n",
      "observations                                                   ·\n",
      "Page                                                          64\n",
      "Suggested_Street_Name                                   chaucrau\n",
      "Levenshtein_Distance                                    0.520833\n",
      "Name: 469, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                                     1366\n",
      "nom_rue                                                      du pre\n",
      "no_maison                                                         1\n",
      "proprietaire_nom                                                  ·\n",
      "chef_prenom                                                 auguste\n",
      "chef_nom                                                     aubert\n",
      "chef_annee_naissance                                           1815\n",
      "epouse_nom                                                     brun\n",
      "epouse_annee_naissance                                         1810\n",
      "enfants_dans_la_commune_prenom    eugenie|marie|augusta|emma|louise\n",
      "enfants_annee_naissance                    1842|1844|1846|1848|1838\n",
      "chef_origine                                                      ·\n",
      "chef_vocation                                              horloger\n",
      "chef_recepisse                                                    ·\n",
      "pensionnaires_prenom                                              ·\n",
      "pensionnaires_nom                                                 ·\n",
      "pensionnaires_origine                                             ·\n",
      "pensionnaires_condition                                           ·\n",
      "pensionnaires_recepisse                                           ·\n",
      "observations                                                      ·\n",
      "Page                                                             54\n",
      "Suggested_Street_Name                                        du pre\n",
      "Levenshtein_Distance                                            0.0\n",
      "Name: 1383, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                                      1785\n",
      "nom_rue                                                grand st jean\n",
      "no_maison                                                         32\n",
      "proprietaire_nom                                                   ·\n",
      "chef_prenom                                                 jn louis\n",
      "chef_nom                                                         rod\n",
      "chef_annee_naissance                                            1815\n",
      "epouse_nom                                                      clot\n",
      "epouse_annee_naissance                                          1817\n",
      "enfants_dans_la_commune_prenom    louise|adelle|constance|anna|louis\n",
      "enfants_annee_naissance                     1839|1840|1842|1846|1851\n",
      "chef_origine                                                  ropraz\n",
      "chef_vocation                                              manoeuvre\n",
      "chef_recepisse                                                  5710\n",
      "pensionnaires_prenom                                               ·\n",
      "pensionnaires_nom                                                  ·\n",
      "pensionnaires_origine                                              ·\n",
      "pensionnaires_condition                                            ·\n",
      "pensionnaires_recepisse                                            ·\n",
      "observations                                                       ·\n",
      "Page                                                              71\n",
      "Suggested_Street_Name                                  grand st jean\n",
      "Levenshtein_Distance                                             0.0\n",
      "Name: 1812, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                                   1406\n",
      "nom_rue                                                       pre\n",
      "no_maison                                                      11\n",
      "proprietaire_nom                                                ·\n",
      "chef_prenom                                                 louis\n",
      "chef_nom                                                 flukiger\n",
      "chef_annee_naissance                                         1813\n",
      "epouse_nom                                                 meylan\n",
      "epouse_annee_naissance                                       1810\n",
      "enfants_dans_la_commune_prenom    samuel|emile|louise|julie|louis\n",
      "enfants_annee_naissance                  1843|1846|1849|1851|1852\n",
      "chef_origine                                                berne\n",
      "chef_vocation                                           boulanger\n",
      "chef_recepisse                                                  ·\n",
      "pensionnaires_prenom                                            ·\n",
      "pensionnaires_nom                                               ·\n",
      "pensionnaires_origine                                           ·\n",
      "pensionnaires_condition                                         ·\n",
      "pensionnaires_recepisse                                         ·\n",
      "observations                                                    ·\n",
      "Page                                                           54\n",
      "Suggested_Street_Name                                      du pre\n",
      "Levenshtein_Distance                                          0.5\n",
      "Name: 3585, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                           1397\n",
      "id                        1417.0\n",
      "erreur_ligne                 non\n",
      "division                       3\n",
      "nom_rue                   du pre\n",
      "                           ...  \n",
      "observations                   ·\n",
      "observations_line_corr       NaN\n",
      "Page                          54\n",
      "Suggested_Street_Name     du pre\n",
      "Levenshtein_Distance         0.0\n",
      "Name: 2279, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                           992\n",
      "nom_rue                                    petit st jean\n",
      "no_maison                                             40\n",
      "proprietaire_nom                                       ·\n",
      "chef_prenom                                     francois\n",
      "chef_nom                                           rapin\n",
      "chef_annee_naissance                                1796\n",
      "epouse_nom                                          viet\n",
      "epouse_annee_naissance                              1826\n",
      "enfants_dans_la_commune_prenom    louis|elise|anna|jules\n",
      "enfants_annee_naissance             1848|1851|18524|1854\n",
      "chef_origine                                           ·\n",
      "chef_vocation                                    payerne\n",
      "chef_recepisse                                    ene945\n",
      "pensionnaires_prenom                                   ·\n",
      "pensionnaires_nom                                      ·\n",
      "pensionnaires_origine                                  ·\n",
      "pensionnaires_condition                                ·\n",
      "pensionnaires_recepisse                                ·\n",
      "observations                                           ·\n",
      "Page                                                  38\n",
      "Suggested_Street_Name                      petit st jean\n",
      "Levenshtein_Distance                                 0.0\n",
      "Name: 3534, dtype: object\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "matches = []\n",
    "\n",
    "print(\"start matching\")\n",
    "\n",
    "# Iterate over first 10 rows of the first dataframe\n",
    "for index, row in dataframes[0].iloc[:10].iterrows():\n",
    "    current_match = [row]  # the first list element is just the row we want to match\n",
    "    total_match_distance = 0\n",
    "    \n",
    "    # Use vectorized operations to match rows with other dataframes\n",
    "    for file_to_match in dataframes[1:]:\n",
    "        result, file_match_distance = match_rows(row, file_to_match)\n",
    "        current_match.append(result)\n",
    "        total_match_distance += file_match_distance\n",
    "    \n",
    "    row_matching_and_distance = [current_match, total_match_distance]\n",
    "    matches.append(row_matching_and_distance)\n",
    "\n",
    "print(\"finished matching\")\n",
    "\n",
    "# Sort matches based on total_match_distance\n",
    "matches.sort(key=lambda x: x[1])\n",
    "\n",
    "# Print the top 10 rows with the best matches\n",
    "top_matches = matches[:10]\n",
    "for index, match_group in enumerate(top_matches):\n",
    "    print(f\"Row {index} has matches in the following files:\")\n",
    "    for i, match_row in enumerate(match_group[0]):\n",
    "        print(f\"   {file_names[i]}: {match_row}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "807198a9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start matching\n",
      "finished matching\n",
      "Row 0 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                               390\n",
      "nom_rue                            st pierre\n",
      "no_maison                                 16\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                          auguste\n",
      "chef_nom                                piot\n",
      "chef_annee_naissance                    1784\n",
      "epouse_nom                         ansermier\n",
      "epouse_annee_naissance                  1783\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                          pailly\n",
      "chef_annee_arrivee                        ne\n",
      "chef_vocation                         pentre\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom              euphrosine\n",
      "pensionnaires_nom                  ansermier\n",
      "pensionnaires_origine                penthaz\n",
      "pensionnaires_condition               pensre\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      15\n",
      "Suggested_Street_Name              st pierre\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 3467, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   3442.0\n",
      "ID number corr                3376\n",
      "Page                           118\n",
      "erreur_ligne                   oui\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                    id\n",
      "observations_line_corr           .\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name     rosemont\n",
      "Levenshtein_Distance           0.0\n",
      "Name: 469, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                475\n",
      "nom_rue                                pierre\n",
      "no_maison                                  16\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                           auguste\n",
      "chef_nom                                 piot\n",
      "chef_annee_naissance                     1784\n",
      "epouse_nom                          ansermier\n",
      "epouse_annee_naissance                   1783\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                           pailly\n",
      "chef_annee_arrivee                         ne\n",
      "chef_vocation                         peintre\n",
      "chef_recepisse                           2530\n",
      "pensionnaires_prenom                   jeanne\n",
      "pensionnaires_nom                       favre\n",
      "pensionnaires_origine             gumoens fey\n",
      "pensionnaires_condition               faniere\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                       15\n",
      "Suggested_Street_Name               st pierre\n",
      "Levenshtein_Distance                 0.333333\n",
      "Name: 3152, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                     443\n",
      "nom_rue                                     pierre\n",
      "no_maison                                       16\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                                auguste\n",
      "chef_nom                                       rot\n",
      "chef_annee_naissance                          1784\n",
      "epouse_nom                               ansermier\n",
      "epouse_annee_naissance                        1783\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                                pailly\n",
      "chef_annee_arrivee                              ne\n",
      "chef_vocation                     marchand|peintre\n",
      "chef_recepisse                                2530\n",
      "pensionnaires_prenom                        jeanne\n",
      "pensionnaires_nom                            favre\n",
      "pensionnaires_origine                     joumoens\n",
      "pensionnaires_condition                        dom\n",
      "pensionnaires_recepisse                       1959\n",
      "observations                                     ·\n",
      "Page                                            14\n",
      "Suggested_Street_Name                    st pierre\n",
      "Levenshtein_Distance                      0.333333\n",
      "Name: 3228, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                              399\n",
      "nom_rue                            f pierre\n",
      "no_maison                                16\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         auguste\n",
      "chef_nom                               piol\n",
      "chef_annee_naissance                   1784\n",
      "epouse_nom                        ansermier\n",
      "epouse_annee_naissance                 1783\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         pailly\n",
      "chef_annee_arrivee                ne|neeeee\n",
      "chef_vocation                       peintre\n",
      "chef_recepisse                         2530\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     13\n",
      "Suggested_Street_Name             st pierre\n",
      "Levenshtein_Distance               0.222222\n",
      "Name: 1236, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                              451\n",
      "nom_rue                                 pre\n",
      "no_maison                                16\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         auguste\n",
      "chef_nom                               piol\n",
      "chef_annee_naissance                   1784\n",
      "epouse_nom                        ansermier\n",
      "epouse_annee_naissance                 1783\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         pailly\n",
      "chef_annee_arrivee                       ne\n",
      "chef_vocation                        pentre\n",
      "chef_recepisse                         2530\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                         ·\n",
      "pensionnaires_origine                     ·\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     15\n",
      "Suggested_Street_Name                du pre\n",
      "Levenshtein_Distance                    0.5\n",
      "Name: 3508, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                628\n",
      "nom_rue                                pierre\n",
      "no_maison                                  16\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                       auguste ese\n",
      "chef_nom                                 kiol\n",
      "chef_annee_naissance                     1784\n",
      "epouse_nom                          ansermier\n",
      "epouse_annee_naissance                   1783\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                           pailly\n",
      "chef_annee_arrivee                          ·\n",
      "chef_vocation                          pietre\n",
      "chef_recepisse                           2530\n",
      "pensionnaires_prenom                    doret\n",
      "pensionnaires_nom                      marcel\n",
      "pensionnaires_origine                 bursins\n",
      "pensionnaires_condition            domestique\n",
      "pensionnaires_recepisse                  4247\n",
      "observations                                ·\n",
      "Page                                       17\n",
      "Suggested_Street_Name               st pierre\n",
      "Levenshtein_Distance                 0.333333\n",
      "Name: 3021, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                 472\n",
      "nom_rue                              st pierre\n",
      "no_maison                                   13\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                            auguste\n",
      "chef_nom                                     ·\n",
      "chef_annee_naissance                         ·\n",
      "epouse_nom                        en ansermier\n",
      "epouse_annee_naissance                    1783\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            pailly\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                           pintre\n",
      "chef_recepisse                            2530\n",
      "pensionnaires_prenom                     marie\n",
      "pensionnaires_nom                     d imboff\n",
      "pensionnaires_origine             berne penton\n",
      "pensionnaires_condition             domestique\n",
      "pensionnaires_recepisse                  25756\n",
      "observations                                 ·\n",
      "Page                                        17\n",
      "Suggested_Street_Name                st pierre\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 3853, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                               674\n",
      "nom_rue                            st pierre\n",
      "no_maison                                 50\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                          auguste\n",
      "chef_nom                                liot\n",
      "chef_annee_naissance                    1784\n",
      "epouse_nom                         ansermier\n",
      "epouse_annee_naissance                  1783\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                          pailly\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                        peintre\n",
      "chef_recepisse                          2530\n",
      "pensionnaires_prenom                   marie\n",
      "pensionnaires_nom                      imbof\n",
      "pensionnaires_origine               cn berne\n",
      "pensionnaires_condition           domestique\n",
      "pensionnaires_recepisse                25756\n",
      "observations                               ·\n",
      "Page                                      24\n",
      "Suggested_Street_Name              st pierre\n",
      "Levenshtein_Distance                     0.0\n",
      "Name: 3953, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                         762\n",
      "nom_rue                           martheray le carline\n",
      "no_maison                                           60\n",
      "proprietaire_nom                                     ·\n",
      "chef_prenom                                    auguste\n",
      "chef_nom                                          piot\n",
      "chef_annee_naissance                              1784\n",
      "epouse_nom                                   ansermier\n",
      "epouse_annee_naissance                            1783\n",
      "enfants_dans_la_commune_prenom                       ·\n",
      "enfants_annee_naissance                              ·\n",
      "chef_origine                                    pailly\n",
      "chef_annee_arrivee                                   ·\n",
      "chef_vocation                                   ventre\n",
      "chef_recepisse                                    2350\n",
      "pensionnaires_prenom                             marie\n",
      "pensionnaires_nom                                imhof\n",
      "pensionnaires_origine                            berne\n",
      "pensionnaires_condition                     domestique\n",
      "pensionnaires_recepisse                          25756\n",
      "observations                                         ·\n",
      "Page                                                36\n",
      "Suggested_Street_Name                chemin de moulins\n",
      "Levenshtein_Distance                          0.777941\n",
      "Name: 2114, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                            964\n",
      "nom_rue                             bourg\n",
      "no_maison                              60\n",
      "proprietaire_nom                        ·\n",
      "chef_prenom                       jean dt\n",
      "chef_nom                          fengier\n",
      "chef_annee_naissance                 171e\n",
      "epouse_nom                        rellier\n",
      "epouse_annee_naissance               1815\n",
      "enfants_dans_la_commune_prenom          ·\n",
      "enfants_annee_naissance                 ·\n",
      "chef_origine                       jastin\n",
      "chef_annee_arrivee                      ·\n",
      "chef_vocation                     peintre\n",
      "chef_recepisse                          ·\n",
      "pensionnaires_prenom                    ·\n",
      "pensionnaires_nom                       ·\n",
      "pensionnaires_origine                   ·\n",
      "pensionnaires_condition                 ·\n",
      "pensionnaires_recepisse                 ·\n",
      "observations                            ·\n",
      "Page                                   37\n",
      "Suggested_Street_Name               bourg\n",
      "Levenshtein_Distance                  0.0\n",
      "Name: 329, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                       967\n",
      "nom_rue                                     caroline\n",
      "nom_rue_htr_corr                            caroline\n",
      "nom_rue_norm                                caroline\n",
      "no_maison                                         60\n",
      "proprietaire_nom                                   ·\n",
      "proprietaire_nom_corr                              ·\n",
      "proprietaire_nom_htr_corr                          ·\n",
      "proprietaire_nom_norm                              ·\n",
      "chef_prenom                                  auguste\n",
      "chef_prenom_htr_corr                         auguste\n",
      "chef_prenom_norm                             auguste\n",
      "chef_nom                                        piot\n",
      "chef_nom_corr                                   piot\n",
      "chef_nom_htr_corr                               piot\n",
      "chef_nom_norm                                   piot\n",
      "chef_annee_naissance                            1784\n",
      "epouse_nom                                 ansermier\n",
      "epouse_nom_corr                            ansermier\n",
      "epouse_nom_htr_corr                        ansermier\n",
      "epouse_nom_norm                            ansermier\n",
      "epouse_annee_naissance                          1783\n",
      "enfants_dans_la_commune_prenom                     ·\n",
      "enfants_dans_la_commune_prenom_htr_corr            ·\n",
      "enfants_dans_la_commune_prenom_norm                ·\n",
      "enfants_annee_naissance                            ·\n",
      "chef_origine                                  pailly\n",
      "chef_origine_corr                             pailly\n",
      "chef_origine_htr_corr                         pailly\n",
      "chef_origine_norm                             pailly\n",
      "chef_annee_arrivee                                 ·\n",
      "chef_vocation                                peintre\n",
      "chef_vocation_top_terms                      peintre\n",
      "chef_vocation_htr_corr                       peintre\n",
      "chef_vocation_norm                           peintre\n",
      "chef_recepisse                                  2350\n",
      "pensionnaires_prenom                           marie\n",
      "pensionnaires_prenom_htr_corr                  marie\n",
      "pensionnaires_prenom_norm                      marie\n",
      "pensionnaires_nom                          pinchotte\n",
      "pensionnaires_nom_corr                     pinchotte\n",
      "pensionnaires_nom_htr_corr                 pinchotte\n",
      "pensionnaires_nom_norm                     pinchotte\n",
      "pensionnaires_origine                          berne\n",
      "pensionnaires_origine_corr                     berne\n",
      "pensionnaires_origine_htr_corr                 berne\n",
      "pensionnaires_origine_norm                     berne\n",
      "pensionnaires_condition                            ·\n",
      "pensionnaires_condition_top_terms                  ·\n",
      "pensionnaires_condition_htr_corr                   ·\n",
      "pensionnaires_condition_norm                       ·\n",
      "pensionnaires_recepisse                        25756\n",
      "observations                                       ·\n",
      "Page                                              40\n",
      "Suggested_Street_Name                       caroline\n",
      "Levenshtein_Distance                             0.0\n",
      "Name: 543, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                              382\n",
      "nom_rue                            caroline\n",
      "no_maison                                59\n",
      "proprietaire_nom                          ·\n",
      "chef_prenom                         auguste\n",
      "chef_nom                               giot\n",
      "chef_annee_naissance                   1784\n",
      "epouse_nom                        ansermier\n",
      "epouse_annee_naissance                 1783\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                         gailly\n",
      "chef_annee_arrivee                        ·\n",
      "chef_vocation                     achiteche\n",
      "chef_recepisse                            ·\n",
      "pensionnaires_prenom              henriette\n",
      "pensionnaires_nom                   chapuis\n",
      "pensionnaires_origine             epalinges\n",
      "pensionnaires_condition                   ·\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     15\n",
      "Suggested_Street_Name              caroline\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 647, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                 721\n",
      "nom_rue                               caroline\n",
      "no_maison                                   10\n",
      "proprietaire_nom                         grand\n",
      "chef_prenom                            auguste\n",
      "chef_nom                                  piot\n",
      "chef_annee_naissance                       184\n",
      "epouse_nom                           indermier\n",
      "epouse_annee_naissance                    1783\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            pailly\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                          cointre\n",
      "chef_recepisse                            2300\n",
      "pensionnaires_prenom                   susette\n",
      "pensionnaires_nom                      mermond\n",
      "pensionnaires_origine             joliez le js\n",
      "pensionnaires_condition                    dqu\n",
      "pensionnaires_recepisse                  10373\n",
      "observations                                 ·\n",
      "Page                                        25\n",
      "Suggested_Street_Name                 caroline\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 550, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                   264\n",
      "nom_rue                                 caroline\n",
      "no_maison                                     60\n",
      "proprietaire_nom                           giand\n",
      "chef_prenom                              auguste\n",
      "chef_nom                                    biot\n",
      "chef_annee_naissance                        1784\n",
      "epouse_nom                             ansermier\n",
      "epouse_annee_naissance                      1785\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                              prilly\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                            peintre\n",
      "chef_recepisse                              2350\n",
      "pensionnaires_prenom                     susette\n",
      "pensionnaires_nom                 mermoud pillet\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                    10373\n",
      "observations                                   ·\n",
      "Page                                          10\n",
      "Suggested_Street_Name                   caroline\n",
      "Levenshtein_Distance                         0.0\n",
      "Name: 352, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                 274\n",
      "nom_rue                               caroline\n",
      "no_maison                                   60\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                            auguste\n",
      "chef_nom                                  piot\n",
      "chef_annee_naissance                      1784\n",
      "epouse_nom                           ansermier\n",
      "epouse_annee_naissance                    1783\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            pailly\n",
      "chef_vocation                           permti\n",
      "chef_recepisse                            3350\n",
      "pensionnaires_prenom                     sulle\n",
      "pensionnaires_nom                      mennous\n",
      "pensionnaires_origine             joliez le gd\n",
      "pensionnaires_condition            id id id id\n",
      "pensionnaires_recepisse                  10373\n",
      "observations                                 ·\n",
      "Page                                        11\n",
      "Suggested_Street_Name                 caroline\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 377, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                              260\n",
      "nom_rue                            caroline\n",
      "no_maison                                60\n",
      "proprietaire_nom                      grand\n",
      "chef_prenom                         auguste\n",
      "chef_nom                               piot\n",
      "chef_annee_naissance                   1784\n",
      "epouse_nom                        ansenmier\n",
      "epouse_annee_naissance                 1783\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          ailly\n",
      "chef_vocation                        cantre\n",
      "chef_recepisse                          233\n",
      "pensionnaires_prenom                 duette\n",
      "pensionnaires_nom                   mermanr\n",
      "pensionnaires_origine             grandcour\n",
      "pensionnaires_condition                dque\n",
      "pensionnaires_recepisse               18373\n",
      "observations                              ·\n",
      "Page                                     10\n",
      "Suggested_Street_Name              caroline\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 400, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                 273\n",
      "nom_rue                               caroline\n",
      "no_maison                                   60\n",
      "proprietaire_nom                         grand\n",
      "chef_prenom                            auguste\n",
      "chef_nom                                  piot\n",
      "chef_annee_naissance                      1784\n",
      "epouse_nom                           ansermier\n",
      "epouse_annee_naissance                    1783\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            pailly\n",
      "chef_vocation                          peintre\n",
      "chef_recepisse                           22350\n",
      "pensionnaires_prenom                   susette\n",
      "pensionnaires_nom                      mermond\n",
      "pensionnaires_origine             poliez le gd\n",
      "pensionnaires_condition                   dque\n",
      "pensionnaires_recepisse                  10373\n",
      "observations                                 ·\n",
      "Page                                        11\n",
      "Suggested_Street_Name                 caroline\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 440, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                    587\n",
      "nom_rue                                  caroline\n",
      "no_maison                                      60\n",
      "proprietaire_nom                            grand\n",
      "chef_prenom                               auguste\n",
      "chef_nom                                     piot\n",
      "chef_annee_naissance                         1784\n",
      "epouse_nom                                      ·\n",
      "epouse_annee_naissance                          ·\n",
      "enfants_dans_la_commune_prenom                  ·\n",
      "enfants_annee_naissance                         ·\n",
      "chef_origine                               pailly\n",
      "chef_vocation                             rentier\n",
      "chef_recepisse                               2580\n",
      "pensionnaires_prenom                      sudette\n",
      "pensionnaires_nom                       meaulinon\n",
      "pensionnaires_origine             poliez le grand\n",
      "pensionnaires_condition                domestique\n",
      "pensionnaires_recepisse                         ·\n",
      "observations                                    ·\n",
      "Page                                           22\n",
      "Suggested_Street_Name                    caroline\n",
      "Levenshtein_Distance                          0.0\n",
      "Name: 462, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                   593\n",
      "nom_rue                                      ala\n",
      "no_maison                                     60\n",
      "proprietaire_nom                           grand\n",
      "chef_prenom                              auguste\n",
      "chef_nom                                    piot\n",
      "chef_annee_naissance                        1784\n",
      "epouse_nom                                     ·\n",
      "epouse_annee_naissance                         ·\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                               pally\n",
      "chef_vocation                            rentier\n",
      "chef_recepisse                              2356\n",
      "pensionnaires_prenom                     susette\n",
      "pensionnaires_nom                        mermoud\n",
      "pensionnaires_origine             poliez a grand\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                          22\n",
      "Suggested_Street_Name                      palud\n",
      "Levenshtein_Distance                         0.6\n",
      "Name: 32, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                 606\n",
      "nom_rue                               caroline\n",
      "no_maison                                   60\n",
      "proprietaire_nom                         grand\n",
      "chef_prenom                            auguste\n",
      "chef_nom                                  piot\n",
      "chef_annee_naissance                      1784\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                            prilly\n",
      "chef_vocation                           pintre\n",
      "chef_recepisse                            2350\n",
      "pensionnaires_prenom                   susette\n",
      "pensionnaires_nom                      mermoud\n",
      "pensionnaires_origine             poliez le gd\n",
      "pensionnaires_condition               domestiq\n",
      "pensionnaires_recepisse                  10375\n",
      "observations                                 ·\n",
      "Page                                        21\n",
      "Suggested_Street_Name                 caroline\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 411, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                              276\n",
      "id                           285.0\n",
      "erreur_ligne                   non\n",
      "division                         1\n",
      "nom_rue                   caroline\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "Page                            11\n",
      "Suggested_Street_Name     caroline\n",
      "Levenshtein_Distance           0.0\n",
      "Name: 1709, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                              282\n",
      "nom_rue                            caroline\n",
      "no_maison                                60\n",
      "proprietaire_nom                      grand\n",
      "chef_prenom                         auguste\n",
      "chef_nom                               piot\n",
      "chef_annee_naissance                   1784\n",
      "epouse_nom                                ·\n",
      "epouse_annee_naissance                    ·\n",
      "enfants_dans_la_commune_prenom            ·\n",
      "enfants_annee_naissance                   ·\n",
      "chef_origine                          pally\n",
      "chef_vocation                             ·\n",
      "chef_recepisse                          ene\n",
      "pensionnaires_prenom                      ·\n",
      "pensionnaires_nom                   susette\n",
      "pensionnaires_origine               mermoud\n",
      "pensionnaires_condition           sollier l\n",
      "pensionnaires_recepisse                   ·\n",
      "observations                              ·\n",
      "Page                                     11\n",
      "Suggested_Street_Name              caroline\n",
      "Levenshtein_Distance                    0.0\n",
      "Name: 434, dtype: object\n",
      "Row 1 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                 3191\n",
      "nom_rue                                   ouchy\n",
      "no_maison                                    51\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                       charles louis\n",
      "chef_nom                                 perrin\n",
      "chef_annee_naissance                       1801\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           lausanne\n",
      "chef_annee_arrivee                         1806\n",
      "chef_vocation                      proprietaire\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        125\n",
      "Suggested_Street_Name                     ouchy\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 2534, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                   3173.0\n",
      "ID number corr                3113\n",
      "Page                           105\n",
      "erreur_ligne                   non\n",
      "division                         .\n",
      "                            ...   \n",
      "observations                     ·\n",
      "observations_line_corr         NaN\n",
      "observation_htr_corr           NaN\n",
      "Suggested_Street_Name          ais\n",
      "Levenshtein_Distance      0.666667\n",
      "Name: 412, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                    3363\n",
      "nom_rue                                      ouchy\n",
      "no_maison                                        8\n",
      "proprietaire_nom                                 ·\n",
      "chef_prenom                       jeanne francoise\n",
      "chef_nom                                    perrin\n",
      "chef_annee_naissance                          1812\n",
      "epouse_nom                                       ·\n",
      "epouse_annee_naissance                           ·\n",
      "enfants_dans_la_commune_prenom                   ·\n",
      "enfants_annee_naissance                          ·\n",
      "chef_origine                              lausanne\n",
      "chef_annee_arrivee                               ·\n",
      "chef_vocation                         proprietaire\n",
      "chef_recepisse                                   ·\n",
      "pensionnaires_prenom                             ·\n",
      "pensionnaires_nom                                ·\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                          ·\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                           123\n",
      "Suggested_Street_Name                        ouchy\n",
      "Levenshtein_Distance                           0.0\n",
      "Name: 2828, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                 1599\n",
      "nom_rue                               g de jean\n",
      "no_maison                                    45\n",
      "proprietaire_nom                              ·\n",
      "chef_prenom                               marie\n",
      "chef_nom                                  rouge\n",
      "chef_annee_naissance                       1702\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           lausanne\n",
      "chef_annee_arrivee                            ·\n",
      "chef_vocation                      proprietaire\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         62\n",
      "Suggested_Street_Name             grand st jean\n",
      "Levenshtein_Distance                   0.538462\n",
      "Name: 1348, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                               3384\n",
      "nom_rue                                 ouchy\n",
      "no_maison                                  52\n",
      "proprietaire_nom                            ·\n",
      "chef_prenom                            louise\n",
      "chef_nom                               perrin\n",
      "chef_annee_naissance                     1800\n",
      "epouse_nom                                  ·\n",
      "epouse_annee_naissance                      ·\n",
      "enfants_dans_la_commune_prenom              ·\n",
      "enfants_annee_naissance                     ·\n",
      "chef_origine                         lausanne\n",
      "chef_annee_arrivee                       1800\n",
      "chef_vocation                     journaliere\n",
      "chef_recepisse                              ·\n",
      "pensionnaires_prenom                        ·\n",
      "pensionnaires_nom                           ·\n",
      "pensionnaires_origine                       ·\n",
      "pensionnaires_condition                     ·\n",
      "pensionnaires_recepisse                     ·\n",
      "observations                                ·\n",
      "Page                                      129\n",
      "Suggested_Street_Name                   ouchy\n",
      "Levenshtein_Distance                      0.0\n",
      "Name: 2721, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                  1259\n",
      "nom_rue                                 francois\n",
      "no_maison                                     23\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                       veuve d albert\n",
      "chef_nom                                  marcel\n",
      "chef_annee_naissance                        1771\n",
      "epouse_nom                                     ·\n",
      "epouse_annee_naissance                         ·\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                            lausanne\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                       proprietaire\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                       marie\n",
      "pensionnaires_nom                         sahlis\n",
      "pensionnaires_origine                    cayerne\n",
      "pensionnaires_condition                 domestiq\n",
      "pensionnaires_recepisse                    19095\n",
      "observations                                   ·\n",
      "Page                                          41\n",
      "Suggested_Street_Name                st francois\n",
      "Levenshtein_Distance                    0.272727\n",
      "Name: 1425, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                 795\n",
      "nom_rue                               martheuy\n",
      "no_maison                                   43\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                           marianne\n",
      "chef_nom                                amaron\n",
      "chef_annee_naissance                      1783\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                  francois\n",
      "pensionnaires_nom                        fiaux\n",
      "pensionnaires_origine                 lausanne\n",
      "pensionnaires_condition                    ven\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        23\n",
      "Suggested_Street_Name                martheray\n",
      "Levenshtein_Distance                  0.277778\n",
      "Name: 2477, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                3484\n",
      "nom_rue                                  ouchy\n",
      "no_maison                                   73\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                            nanette\n",
      "chef_nom                                perrin\n",
      "chef_annee_naissance                      1792\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                        1792\n",
      "chef_vocation                     portionniere\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       114\n",
      "Suggested_Street_Name                    ouchy\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 2967, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                3570\n",
      "nom_rue                                  pause\n",
      "no_maison                                 6072\n",
      "proprietaire_nom                         clerc\n",
      "chef_prenom                         jean louis\n",
      "chef_nom                                 clerc\n",
      "chef_annee_naissance                      1770\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                        1770\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       126\n",
      "Suggested_Street_Name                    palud\n",
      "Levenshtein_Distance                       0.6\n",
      "Name: 3120, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                  3451\n",
      "nom_rue                           dermens dessus\n",
      "no_maison                                      3\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                         vve de louis\n",
      "chef_nom                                 jaccaud\n",
      "chef_annee_naissance                        1796\n",
      "epouse_nom                                     ·\n",
      "epouse_annee_naissance                         ·\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance                        ·\n",
      "chef_origine                         de lausanne\n",
      "chef_annee_arrivee                             ·\n",
      "chef_vocation                       proprietaire\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                              ·\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                         130\n",
      "Suggested_Street_Name               cite dessous\n",
      "Levenshtein_Distance                    0.613095\n",
      "Name: 1026, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                1422\n",
      "nom_rue                             de pathole\n",
      "no_maison                                   23\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                              louis\n",
      "chef_nom                                     ·\n",
      "chef_annee_naissance                      1828\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                      neeene\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        53\n",
      "Suggested_Street_Name                st pierre\n",
      "Levenshtein_Distance                  0.788889\n",
      "Name: 1086, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                          3391\n",
      "nom_rue                                    etie durriere\n",
      "nom_rue_htr_corr                           etie durriere\n",
      "nom_rue_norm                               etie durriere\n",
      "no_maison                                             31\n",
      "proprietaire_nom                                       ·\n",
      "proprietaire_nom_corr                                  ·\n",
      "proprietaire_nom_htr_corr                              ·\n",
      "proprietaire_nom_norm                                  ·\n",
      "chef_prenom                                charles|elise\n",
      "chef_prenom_htr_corr                       charles|elise\n",
      "chef_prenom_norm                           charles|elise\n",
      "chef_nom                                          gaulie\n",
      "chef_nom_corr                                     gaulie\n",
      "chef_nom_htr_corr                                 gaulie\n",
      "chef_nom_norm                                     gaulie\n",
      "chef_annee_naissance                                1789\n",
      "epouse_nom                                             ·\n",
      "epouse_nom_corr                                        ·\n",
      "epouse_nom_htr_corr                                    ·\n",
      "epouse_nom_norm                                        ·\n",
      "epouse_annee_naissance                                 ·\n",
      "enfants_dans_la_commune_prenom                         ·\n",
      "enfants_dans_la_commune_prenom_htr_corr                ·\n",
      "enfants_dans_la_commune_prenom_norm                    ·\n",
      "enfants_annee_naissance                                ·\n",
      "chef_origine                                    lausanne\n",
      "chef_origine_corr                               lausanne\n",
      "chef_origine_htr_corr                           lausanne\n",
      "chef_origine_norm                               lausanne\n",
      "chef_annee_arrivee                                     ·\n",
      "chef_vocation                                   rentiere\n",
      "chef_vocation_top_terms                         rentiere\n",
      "chef_vocation_htr_corr                          rentiere\n",
      "chef_vocation_norm                              rentiere\n",
      "chef_recepisse                                         ·\n",
      "pensionnaires_prenom                           henriette\n",
      "pensionnaires_prenom_htr_corr                  henriette\n",
      "pensionnaires_prenom_norm                      henriette\n",
      "pensionnaires_nom                               borgeaud\n",
      "pensionnaires_nom_corr                          borgeaud\n",
      "pensionnaires_nom_htr_corr                      borgeaud\n",
      "pensionnaires_nom_norm                          borgeaud\n",
      "pensionnaires_origine                              pully\n",
      "pensionnaires_origine_corr                         pully\n",
      "pensionnaires_origine_htr_corr                     pully\n",
      "pensionnaires_origine_norm                         pully\n",
      "pensionnaires_condition                             dque\n",
      "pensionnaires_condition_top_terms                   dque\n",
      "pensionnaires_condition_htr_corr                    dque\n",
      "pensionnaires_condition_norm                  domestique\n",
      "pensionnaires_recepisse                                ·\n",
      "observations                                           ·\n",
      "Page                                                 124\n",
      "Suggested_Street_Name                      cite derriere\n",
      "Levenshtein_Distance                            0.423077\n",
      "Name: 1615, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                              1614\n",
      "nom_rue                              laurent\n",
      "no_maison                                 26\n",
      "proprietaire_nom                           ·\n",
      "chef_prenom                         francois\n",
      "chef_nom                              perrin\n",
      "chef_annee_naissance                    1824\n",
      "epouse_nom                                 ·\n",
      "epouse_annee_naissance                     ·\n",
      "enfants_dans_la_commune_prenom             ·\n",
      "enfants_annee_naissance                    ·\n",
      "chef_origine                        lausanne\n",
      "chef_annee_arrivee                         ·\n",
      "chef_vocation                        jeulier\n",
      "chef_recepisse                             ·\n",
      "pensionnaires_prenom                  albert\n",
      "pensionnaires_nom                       reny\n",
      "pensionnaires_origine                  ogers\n",
      "pensionnaires_condition             apprenti\n",
      "pensionnaires_recepisse                    ·\n",
      "observations                               ·\n",
      "Page                                      64\n",
      "Suggested_Street_Name             st laurent\n",
      "Levenshtein_Distance                     0.3\n",
      "Name: 2457, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                            1171\n",
      "nom_rue                              etraz\n",
      "no_maison                               75\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                        charles\n",
      "chef_nom                            weibel\n",
      "chef_annee_naissance                  1801\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                      lausanne\n",
      "chef_annee_arrivee                       ·\n",
      "chef_vocation                      employe\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    41\n",
      "Suggested_Street_Name                etraz\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 1877, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                1374\n",
      "nom_rue                                   jean\n",
      "no_maison                                   23\n",
      "proprietaire_nom                         meyer\n",
      "chef_prenom                            charles\n",
      "chef_nom                                 meyer\n",
      "chef_annee_naissance                      1812\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_annee_arrivee                           ·\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        53\n",
      "Suggested_Street_Name                     jean\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 1960, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                3878\n",
      "nom_rue                                  ouchy\n",
      "no_maison                                  101\n",
      "proprietaire_nom                        perrin\n",
      "chef_prenom                          chs louis\n",
      "chef_nom                                perrin\n",
      "chef_annee_naissance                      1791\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       154\n",
      "Suggested_Street_Name                    ouchy\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 3153, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                 3885\n",
      "nom_rue                                   ouchy\n",
      "no_maison                                    17\n",
      "proprietaire_nom                         perrin\n",
      "chef_prenom                       charles louis\n",
      "chef_nom                                 perrin\n",
      "chef_annee_naissance                       1791\n",
      "epouse_nom                                    ·\n",
      "epouse_annee_naissance                        ·\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance                       ·\n",
      "chef_origine                           lausanne\n",
      "chef_vocation                      proprietaire\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                        138\n",
      "Suggested_Street_Name                     ouchy\n",
      "Levenshtein_Distance                        0.0\n",
      "Name: 2733, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                            1333\n",
      "nom_rue                               jean\n",
      "no_maison                               15\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                         louise\n",
      "chef_nom                            perrin\n",
      "chef_annee_naissance                  1776\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                      lausanne\n",
      "chef_vocation                        priet\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    51\n",
      "Suggested_Street_Name                 jean\n",
      "Levenshtein_Distance                   0.0\n",
      "Name: 1913, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                 869\n",
      "nom_rue                                  bourg\n",
      "no_maison                                   70\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                                sma\n",
      "chef_nom                              charrier\n",
      "chef_annee_naissance                      1808\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        34\n",
      "Suggested_Street_Name                    bourg\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 399, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                4373\n",
      "nom_rue                                prairie\n",
      "no_maison                                    3\n",
      "proprietaire_nom                             ·\n",
      "chef_prenom                            charles\n",
      "chef_nom                                mercur\n",
      "chef_annee_naissance                      1811\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                                 ·\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                       186\n",
      "Suggested_Street_Name                brasserie\n",
      "Levenshtein_Distance                  0.555556\n",
      "Name: 3338, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                1758\n",
      "nom_rue                                   jean\n",
      "no_maison                                   23\n",
      "proprietaire_nom                         meyer\n",
      "chef_prenom                            charles\n",
      "chef_nom                                 meyer\n",
      "chef_annee_naissance                      1812\n",
      "epouse_nom                                   ·\n",
      "epouse_annee_naissance                       ·\n",
      "enfants_dans_la_commune_prenom               ·\n",
      "enfants_annee_naissance                      ·\n",
      "chef_origine                          lausanne\n",
      "chef_vocation                     proprietaire\n",
      "chef_recepisse                               ·\n",
      "pensionnaires_prenom                         ·\n",
      "pensionnaires_nom                            ·\n",
      "pensionnaires_origine                        ·\n",
      "pensionnaires_condition                      ·\n",
      "pensionnaires_recepisse                      ·\n",
      "observations                                 ·\n",
      "Page                                        66\n",
      "Suggested_Street_Name                     jean\n",
      "Levenshtein_Distance                       0.0\n",
      "Name: 2186, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                    4204\n",
      "id                                 4296.0\n",
      "erreur_ligne                          oui\n",
      "division                         5 rurale\n",
      "nom_rue                   ?petit bellevue\n",
      "                               ...       \n",
      "observations                            ·\n",
      "observations_line_corr                  ·\n",
      "Page                                  173\n",
      "Suggested_Street_Name       petit st jean\n",
      "Levenshtein_Distance             0.607692\n",
      "Name: 1079, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                             404\n",
      "nom_rue                                cse\n",
      "no_maison                               39\n",
      "proprietaire_nom                         ·\n",
      "chef_prenom                        charles\n",
      "chef_nom                            leibel\n",
      "chef_annee_naissance                  1800\n",
      "epouse_nom                               ·\n",
      "epouse_annee_naissance                   ·\n",
      "enfants_dans_la_commune_prenom           ·\n",
      "enfants_annee_naissance                  ·\n",
      "chef_origine                      lausanne\n",
      "chef_vocation                            ·\n",
      "chef_recepisse                           ·\n",
      "pensionnaires_prenom                     ·\n",
      "pensionnaires_nom                        ·\n",
      "pensionnaires_origine                    ·\n",
      "pensionnaires_condition                  ·\n",
      "pensionnaires_recepisse                  ·\n",
      "observations                             ·\n",
      "Page                                    15\n",
      "Suggested_Street_Name                chene\n",
      "Levenshtein_Distance                   0.7\n",
      "Name: 1056, dtype: object\n",
      "Row 2 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                           2779\n",
      "nom_rue                                       cit de vant\n",
      "no_maison                                               1\n",
      "proprietaire_nom                                        ·\n",
      "chef_prenom                                         cesar\n",
      "chef_nom                                        dufournet\n",
      "chef_annee_naissance                                 1790\n",
      "epouse_nom                                       chavanne\n",
      "epouse_annee_naissance                               1793\n",
      "enfants_dans_la_commune_prenom    pauline|charlotte|elise\n",
      "enfants_annee_naissance                1827|1828|18301831\n",
      "chef_origine                                            ·\n",
      "chef_annee_arrivee                                      ·\n",
      "chef_vocation                                  professeur\n",
      "chef_recepisse                                          ·\n",
      "pensionnaires_prenom                          louis|morel\n",
      "pensionnaires_nom                           morel|naquely\n",
      "pensionnaires_origine                      vevey|cn basle\n",
      "pensionnaires_condition                         dque|dque\n",
      "pensionnaires_recepisse                        4198|15834\n",
      "observations                                            ·\n",
      "Page                                                  107\n",
      "Suggested_Street_Name                         cite devant\n",
      "Levenshtein_Distance                             0.409091\n",
      "Name: 642, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                      2959.0\n",
      "ID number corr                   2905\n",
      "Page                               97\n",
      "erreur_ligne                      non\n",
      "division                            8\n",
      "                             ...     \n",
      "observations                        ·\n",
      "observations_line_corr            NaN\n",
      "observation_htr_corr              NaN\n",
      "Suggested_Street_Name     cite devant\n",
      "Levenshtein_Distance         0.136364\n",
      "Name: 59, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                                              2997\n",
      "nom_rue                                                         cile de vant\n",
      "no_maison                                                                  1\n",
      "proprietaire_nom                                                           ·\n",
      "chef_prenom                                                            cesar\n",
      "chef_nom                                                           dufournet\n",
      "chef_annee_naissance                                                    1796\n",
      "epouse_nom                                                         chavannes\n",
      "epouse_annee_naissance                                                  1793\n",
      "enfants_dans_la_commune_prenom    pauline|charlotte|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                        1827|1828|1830|1831|1835|1835\n",
      "chef_origine                                                        lausanne\n",
      "chef_annee_arrivee                                                        ne\n",
      "chef_vocation                                                     professeur\n",
      "chef_recepisse                                                             ·\n",
      "pensionnaires_prenom                                 marianne|lise|henriette\n",
      "pensionnaires_nom                                       ponnet|bosset|pillet\n",
      "pensionnaires_origine                                  ouarrens|bex|pampigny\n",
      "pensionnaires_condition                                     domestique .|·|·\n",
      "pensionnaires_recepisse                                                 2269\n",
      "observations                         feront venier leur lettre de bourgeoine\n",
      "Page                                                                      93\n",
      "Suggested_Street_Name                                            cite devant\n",
      "Levenshtein_Distance                                                0.424242\n",
      "Name: 699, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                     1014\n",
      "nom_rue                                 jn francois\n",
      "no_maison                                        17\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                               jn daniel\n",
      "chef_nom                                   gorgerat\n",
      "chef_annee_naissance                           1788\n",
      "epouse_nom                                 chappuis\n",
      "epouse_annee_naissance                         1793\n",
      "enfants_dans_la_commune_prenom    frederich|charles\n",
      "enfants_annee_naissance                   1825|1831\n",
      "chef_origine                                      ·\n",
      "chef_annee_arrivee                                ·\n",
      "chef_vocation                              cafetier\n",
      "chef_recepisse                                    ·\n",
      "pensionnaires_prenom                           marc\n",
      "pensionnaires_nom                             chene\n",
      "pensionnaires_origine                     echandens\n",
      "pensionnaires_condition              garcon de cafe\n",
      "pensionnaires_recepisse                           ·\n",
      "observations                                      ·\n",
      "Page                                             35\n",
      "Suggested_Street_Name                   st francois\n",
      "Levenshtein_Distance                       0.181818\n",
      "Name: 2036, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                                              2911\n",
      "nom_rue                                                         cite de vand\n",
      "no_maison                                                                 11\n",
      "proprietaire_nom                                                           ·\n",
      "chef_prenom                                                            cesar\n",
      "chef_nom                                                           dufournet\n",
      "chef_annee_naissance                                                    1790\n",
      "epouse_nom                                                         chavannes\n",
      "epouse_annee_naissance                                                  1793\n",
      "enfants_dans_la_commune_prenom    pauline|charlotte|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                        1827|1828|1830|1831|1835|1835\n",
      "chef_origine                                                        lausanne\n",
      "chef_annee_arrivee                                                         ·\n",
      "chef_vocation                                                     professeur\n",
      "chef_recepisse                                                             ·\n",
      "pensionnaires_prenom                                      henriette|marianne\n",
      "pensionnaires_nom                                               pitez|gonnet\n",
      "pensionnaires_origine                                      pampigny|vuarrens\n",
      "pensionnaires_condition                                domestique|domestique\n",
      "pensionnaires_recepisse                                            5125|2269\n",
      "observations                                                               ·\n",
      "Page                                                                     103\n",
      "Suggested_Street_Name                                            cite devant\n",
      "Levenshtein_Distance                                                0.299242\n",
      "Name: 690, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                                                3243\n",
      "nom_rue                                                            cite devant\n",
      "no_maison                                                                   57\n",
      "proprietaire_nom                                                             ·\n",
      "chef_prenom                                                              cesar\n",
      "chef_nom                                                             dufournet\n",
      "chef_annee_naissance                                                      1790\n",
      "epouse_nom                                                           chavannes\n",
      "epouse_annee_naissance                                                    1795\n",
      "enfants_dans_la_commune_prenom    phulitelle|gaslette|gaslette|etele|de sophie\n",
      "enfants_annee_naissance                                   1828|1830|183|·|1837\n",
      "chef_origine                                                          lausanne\n",
      "chef_annee_arrivee                                                          ne\n",
      "chef_vocation                                                       professeur\n",
      "chef_recepisse                                                               ·\n",
      "pensionnaires_prenom                                        marianne|henriette\n",
      "pensionnaires_nom                                                gonnet|pittet\n",
      "pensionnaires_origine                                         vuarens|pampigny\n",
      "pensionnaires_condition                                  domestique|domestique\n",
      "pensionnaires_recepisse                                               2269|512\n",
      "observations                                                                 ·\n",
      "Page                                                                       107\n",
      "Suggested_Street_Name                                              cite devant\n",
      "Levenshtein_Distance                                                       0.0\n",
      "Name: 755, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                                         2951\n",
      "nom_rue                                                     cite devant\n",
      "no_maison                                                             1\n",
      "proprietaire_nom                                                      ·\n",
      "chef_prenom                                                       cesar\n",
      "chef_nom                                                      dufournet\n",
      "chef_annee_naissance                                               1790\n",
      "epouse_nom                                                    chavannes\n",
      "epouse_annee_naissance                                             1793\n",
      "enfants_dans_la_commune_prenom    perie|chaute d|d d a|sophie|francoise\n",
      "enfants_annee_naissance                                   ·|·|1335|1828\n",
      "chef_origine                                                   lausanne\n",
      "chef_annee_arrivee                                                    ·\n",
      "chef_vocation                                                professeur\n",
      "chef_recepisse                                                        ·\n",
      "pensionnaires_prenom                                  haneve|jean louis\n",
      "pensionnaires_nom                                   pillet|cese happuis\n",
      "pensionnaires_origine                                     pompigny|ruaz\n",
      "pensionnaires_condition                           domestique .|son loge\n",
      "pensionnaires_recepisse                                               ·\n",
      "observations                                                          ·\n",
      "Page                                                                 79\n",
      "Suggested_Street_Name                                       cite devant\n",
      "Levenshtein_Distance                                                0.0\n",
      "Name: 614, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                           2985\n",
      "nom_rue                                      cite dessons\n",
      "no_maison                                              25\n",
      "proprietaire_nom                                        ·\n",
      "chef_prenom                                         louis\n",
      "chef_nom                                            fabre\n",
      "chef_annee_naissance                                 1797\n",
      "epouse_nom                                         paulun\n",
      "epouse_annee_naissance                               1805\n",
      "enfants_dans_la_commune_prenom    julie|charlonne|antonie\n",
      "enfants_annee_naissance                    1825|1829|1836\n",
      "chef_origine                                     lausanne\n",
      "chef_annee_arrivee                                      ·\n",
      "chef_vocation                                     pasteur\n",
      "chef_recepisse                                          ·\n",
      "pensionnaires_prenom                  francoise|jeannette\n",
      "pensionnaires_nom                         sellien|sonaude\n",
      "pensionnaires_origine                   gessenay|avenches\n",
      "pensionnaires_condition             domestique|domestique\n",
      "pensionnaires_recepisse                        13892|4601\n",
      "observations                                            ·\n",
      "Page                                                   96\n",
      "Suggested_Street_Name                        cite dessous\n",
      "Levenshtein_Distance                                0.125\n",
      "Name: 815, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                                             3065\n",
      "nom_rue                                                        cite de xaux\n",
      "no_maison                                                                 1\n",
      "proprietaire_nom                                                          ·\n",
      "chef_prenom                                                           lesar\n",
      "chef_nom                                                          dufournet\n",
      "chef_annee_naissance                                                   1790\n",
      "epouse_nom                                                          lavanne\n",
      "epouse_annee_naissance                                                 1795\n",
      "enfants_dans_la_commune_prenom    pauline|charlette|risa|leymu|helen|sophie\n",
      "enfants_annee_naissance                           1827|1828|1830|1851|·|185\n",
      "chef_origine                                                       lausanne\n",
      "chef_annee_arrivee                                                        ·\n",
      "chef_vocation                                                    professeur\n",
      "chef_recepisse                                                            ·\n",
      "pensionnaires_prenom                                     marianne|anne maug\n",
      "pensionnaires_nom                                              gonnet|poyet\n",
      "pensionnaires_origine                                        ouarrens|orges\n",
      "pensionnaires_condition                               domestique|domestique\n",
      "pensionnaires_recepisse                                             269|674\n",
      "observations                                                              ·\n",
      "Page                                                                    106\n",
      "Suggested_Street_Name                                          cite dessous\n",
      "Levenshtein_Distance                                                  0.375\n",
      "Name: 1028, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                       1540\n",
      "nom_rue                                      beaulien\n",
      "no_maison                                          38\n",
      "proprietaire_nom                                    ·\n",
      "chef_prenom                                   auguste\n",
      "chef_nom                                          dit\n",
      "chef_annee_naissance                             1796\n",
      "epouse_nom                                   secretan\n",
      "epouse_annee_naissance                           1798\n",
      "enfants_dans_la_commune_prenom      elisa|lucie|aline\n",
      "enfants_annee_naissance             1825|183|18341839\n",
      "chef_origine                                        ·\n",
      "chef_annee_arrivee                                  ·\n",
      "chef_vocation                              licretaire\n",
      "chef_recepisse                                      ·\n",
      "pensionnaires_prenom              antoinette|benjamin\n",
      "pensionnaires_nom                        d i|vuerchon\n",
      "pensionnaires_origine                        bussigny\n",
      "pensionnaires_condition                           ·|·\n",
      "pensionnaires_recepisse                    10208|1349\n",
      "observations                                        ·\n",
      "Page                                               60\n",
      "Suggested_Street_Name                        beaulieu\n",
      "Levenshtein_Distance                            0.125\n",
      "Name: 126, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                                                     4159\n",
      "nom_rue                                                                    bergeres\n",
      "no_maison                                                                        20\n",
      "proprietaire_nom                                                                  ·\n",
      "chef_prenom                                                                   henri\n",
      "chef_nom                                                                     rouffy\n",
      "chef_annee_naissance                                                           1793\n",
      "epouse_nom                                                                   cordaz\n",
      "epouse_annee_naissance                                                         1802\n",
      "enfants_dans_la_commune_prenom                           marie|charles|julie|louise\n",
      "enfants_annee_naissance                                         1828|1829|1833|1843\n",
      "chef_origine                                                                 pailly\n",
      "chef_annee_arrivee                                                             1842\n",
      "chef_vocation                                                               formier\n",
      "chef_recepisse                                                                    ·\n",
      "pensionnaires_prenom              marie|charles|jeannette|louis|auguste|marie lo...\n",
      "pensionnaires_nom                 marguerat|badans|blanchardt|blanc l|carin|vill...\n",
      "pensionnaires_origine             de lutry|de puillens|mezery|de lausanne|de lau...\n",
      "pensionnaires_condition           domestique|domestique|domestique|domestique|do...\n",
      "pensionnaires_recepisse                                                ·|·|·|·|3912\n",
      "observations                                                                      ·\n",
      "Page                                                                            148\n",
      "Suggested_Street_Name                                                     georgette\n",
      "Levenshtein_Distance                                                       0.611111\n",
      "Name: 161, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                                               3217\n",
      "nom_rue                                                                levant\n",
      "nom_rue_htr_corr                                                       levant\n",
      "nom_rue_norm                                                           levant\n",
      "no_maison                                                                  36\n",
      "proprietaire_nom                                                      sessert\n",
      "proprietaire_nom_corr                                                 sessert\n",
      "proprietaire_nom_htr_corr                                             sessert\n",
      "proprietaire_nom_norm                                                 sessert\n",
      "chef_prenom                                                               sar\n",
      "chef_prenom_htr_corr                                                      sar\n",
      "chef_prenom_norm                                                          sar\n",
      "chef_nom                                                            lufournet\n",
      "chef_nom_corr                                                       lufournet\n",
      "chef_nom_htr_corr                                                   lufournet\n",
      "chef_nom_norm                                                       lufournet\n",
      "chef_annee_naissance                                                     1790\n",
      "epouse_nom                                                          chavannes\n",
      "epouse_nom_corr                                                     chavannes\n",
      "epouse_nom_htr_corr                                                 chavannes\n",
      "epouse_nom_norm                                                     chavannes\n",
      "epouse_annee_naissance                                                    179\n",
      "enfants_dans_la_commune_prenom             pauline .|elise|emma|helene|sophie\n",
      "enfants_dans_la_commune_prenom_htr_corr    pauline .|elise|emma|helene|sophie\n",
      "enfants_dans_la_commune_prenom_norm        pauline .|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                                 1827|1830|·|1833|1835\n",
      "chef_origine                                                         lausanne\n",
      "chef_origine_corr                                                    lausanne\n",
      "chef_origine_htr_corr                                                lausanne\n",
      "chef_origine_norm                                                    lausanne\n",
      "chef_annee_arrivee                                                          ·\n",
      "chef_vocation                                                      professeur\n",
      "chef_vocation_top_terms                                            professeur\n",
      "chef_vocation_htr_corr                                             professeur\n",
      "chef_vocation_norm                                                 professeur\n",
      "chef_recepisse                                                              ·\n",
      "pensionnaires_prenom                                   sara|marianne|franetle\n",
      "pensionnaires_prenom_htr_corr                          sara|marianne|franetle\n",
      "pensionnaires_prenom_norm                              sara|marianne|franetle\n",
      "pensionnaires_nom                                      pricly|jonnet|delechat\n",
      "pensionnaires_nom_corr                                 pricly|gonnet|delechat\n",
      "pensionnaires_nom_htr_corr                             pricly|gonnet|delechat\n",
      "pensionnaires_nom_norm                                 pricly|gonnet|delechat\n",
      "pensionnaires_origine                              ingleteour|suanens|eubonne\n",
      "pensionnaires_origine_corr                         ingleteour|suanens|eubonne\n",
      "pensionnaires_origine_htr_corr                     ingleteour|suanens|eubonne\n",
      "pensionnaires_origine_norm                         ingleteour|suanens|eubonne\n",
      "pensionnaires_condition                                 inriantaice|dque|dque\n",
      "pensionnaires_condition_top_terms                       inriantaice|dque|dque\n",
      "pensionnaires_condition_htr_corr                        inriantaice|dque|dque\n",
      "pensionnaires_condition_norm                inriantaice|domestique|domestique\n",
      "pensionnaires_recepisse                                            2269|11421\n",
      "observations                                                                ·\n",
      "Page                                                                      118\n",
      "Suggested_Street_Name                                                 servant\n",
      "Levenshtein_Distance                                                 0.357143\n",
      "Name: 2442, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                                     3159\n",
      "nom_rue                                                   de devant\n",
      "no_maison                                                        37\n",
      "proprietaire_nom                                            bugnion\n",
      "chef_prenom                                                   cesaz\n",
      "chef_nom                                                  dufournet\n",
      "chef_annee_naissance                                           1790\n",
      "epouse_nom                                                chavannes\n",
      "epouse_annee_naissance                                         1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|emma|pielens|sophie\n",
      "enfants_annee_naissance                                 1827|·|·|ne\n",
      "chef_origine                                                      ·\n",
      "chef_annee_arrivee                                             enee\n",
      "chef_vocation                                                     ·\n",
      "chef_recepisse                                                    ·\n",
      "pensionnaires_prenom                             marianne|vve de ls\n",
      "pensionnaires_nom                                    gounet|burnier\n",
      "pensionnaires_origine                                vuarrens lutry\n",
      "pensionnaires_condition                                id pensionre\n",
      "pensionnaires_recepisse                                        2269\n",
      "observations                                                      ·\n",
      "Page                                                            120\n",
      "Suggested_Street_Name                                   cite devant\n",
      "Levenshtein_Distance                                       0.272727\n",
      "Name: 1261, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                                    3088\n",
      "nom_rue                                                     devant\n",
      "no_maison                                                       37\n",
      "proprietaire_nom                                                 ·\n",
      "chef_prenom                                                 tessar\n",
      "chef_nom                                                 dufournet\n",
      "chef_annee_naissance                                          1790\n",
      "epouse_nom                                                chavanne\n",
      "epouse_annee_naissance                                        1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                   1827|1830|1831|1835|1835\n",
      "chef_origine                                              lausanne\n",
      "chef_annee_arrivee                                               ·\n",
      "chef_vocation                                           professeur\n",
      "chef_recepisse                                                   ·\n",
      "pensionnaires_prenom                              marianne|nanette\n",
      "pensionnaires_nom                                 gonnet|odelechat\n",
      "pensionnaires_origine                                 vuarrens|bex\n",
      "pensionnaires_condition                                  dque|dque\n",
      "pensionnaires_recepisse                                 2269|11824\n",
      "observations                                                     ·\n",
      "Page                                                           123\n",
      "Suggested_Street_Name                                      servant\n",
      "Levenshtein_Distance                                      0.357143\n",
      "Name: 1464, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                                    2987\n",
      "nom_rue                                               pitie devant\n",
      "no_maison                                                        1\n",
      "proprietaire_nom                                                 ·\n",
      "chef_prenom                                                  cesar\n",
      "chef_nom                                                 dufournet\n",
      "chef_annee_naissance                                          1790\n",
      "epouse_nom                                               chavannes\n",
      "epouse_annee_naissance                                        1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|emma|helene|sophie\n",
      "enfants_annee_naissance                   1827|1850|1831|1833|1835\n",
      "chef_origine                                              lausanne\n",
      "chef_annee_arrivee                                               ·\n",
      "chef_vocation                                           professeur\n",
      "chef_recepisse                                                   ·\n",
      "pensionnaires_prenom                              marianne|nanette\n",
      "pensionnaires_nom                                  ponnet|delechat\n",
      "pensionnaires_origine                                 vuarrens|bex\n",
      "pensionnaires_condition                      domestique|domestique\n",
      "pensionnaires_recepisse                                 1769|18424\n",
      "observations                                                     ·\n",
      "Page                                                           114\n",
      "Suggested_Street_Name                                  cite devant\n",
      "Levenshtein_Distance                                      0.257576\n",
      "Name: 3352, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                            3101\n",
      "nom_rue                                        cile devaut\n",
      "no_maison                                               37\n",
      "proprietaire_nom                                         ·\n",
      "chef_prenom                                          cesar\n",
      "chef_nom                                         dufournet\n",
      "chef_annee_naissance                                  1790\n",
      "epouse_nom                                       chavannes\n",
      "epouse_annee_naissance                                1793\n",
      "enfants_dans_la_commune_prenom                           ·\n",
      "enfants_annee_naissance           1827|1830|1831|1835|1835\n",
      "chef_origine                                      lausanne\n",
      "chef_vocation                                   professeur\n",
      "chef_recepisse                                           ·\n",
      "pensionnaires_prenom                                     ·\n",
      "pensionnaires_nom                                        ·\n",
      "pensionnaires_origine                                    ·\n",
      "pensionnaires_condition                                  ·\n",
      "pensionnaires_recepisse                                  ·\n",
      "observations                                             ·\n",
      "Page                                                   117\n",
      "Suggested_Street_Name                          cite devant\n",
      "Levenshtein_Distance                              0.318182\n",
      "Name: 857, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                  3104\n",
      "nom_rue                             cite de vans\n",
      "no_maison                                     11\n",
      "proprietaire_nom                               ·\n",
      "chef_prenom                                cosar\n",
      "chef_nom                               dufournet\n",
      "chef_annee_naissance                        1790\n",
      "epouse_nom                             chavannes\n",
      "epouse_annee_naissance                      1793\n",
      "enfants_dans_la_commune_prenom                 ·\n",
      "enfants_annee_naissance           182|4230|17955\n",
      "chef_origine                            lausanne\n",
      "chef_vocation                         professeur\n",
      "chef_recepisse                                 ·\n",
      "pensionnaires_prenom                           ·\n",
      "pensionnaires_nom                              ·\n",
      "pensionnaires_origine                          ·\n",
      "pensionnaires_condition                        ·\n",
      "pensionnaires_recepisse                        ·\n",
      "observations                                   ·\n",
      "Page                                         106\n",
      "Suggested_Street_Name                cite devant\n",
      "Levenshtein_Distance                    0.299242\n",
      "Name: 836, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                               3191\n",
      "nom_rue                                           cite devant\n",
      "no_maison                                                   1\n",
      "proprietaire_nom                                       bugnon\n",
      "chef_prenom                                             cisar\n",
      "chef_nom                                            dussurnet\n",
      "chef_annee_naissance                                     1790\n",
      "epouse_nom                                          chavannez\n",
      "epouse_annee_naissance                                   1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|helene|sophie\n",
      "enfants_annee_naissance                   1837|1830|1835|1835\n",
      "chef_origine                                         lausanne\n",
      "chef_vocation                                      professeur\n",
      "chef_recepisse                                              ·\n",
      "pensionnaires_prenom                                        ·\n",
      "pensionnaires_nom                                           ·\n",
      "pensionnaires_origine                                       ·\n",
      "pensionnaires_condition                                     ·\n",
      "pensionnaires_recepisse                                     ·\n",
      "observations                                                ·\n",
      "Page                                                      114\n",
      "Suggested_Street_Name                             cite devant\n",
      "Levenshtein_Distance                                      0.0\n",
      "Name: 806, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                      306\n",
      "nom_rue                                   st pierre\n",
      "no_maison                                        72\n",
      "proprietaire_nom                                  ·\n",
      "chef_prenom                                    jean\n",
      "chef_nom                                      burys\n",
      "chef_annee_naissance                          17980\n",
      "epouse_nom                              shitzingues\n",
      "epouse_annee_naissance                         1799\n",
      "enfants_dans_la_commune_prenom    glaudine|caroline\n",
      "enfants_annee_naissance                   1825|1828\n",
      "chef_origine                                  blaun\n",
      "chef_vocation                             rnalliere\n",
      "chef_recepisse                                    ·\n",
      "pensionnaires_prenom                              ·\n",
      "pensionnaires_nom                                 ·\n",
      "pensionnaires_origine                             ·\n",
      "pensionnaires_condition                           ·\n",
      "pensionnaires_recepisse                           ·\n",
      "observations                                      ·\n",
      "Page                                             11\n",
      "Suggested_Street_Name                     st pierre\n",
      "Levenshtein_Distance                            0.0\n",
      "Name: 4070, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                               3098\n",
      "nom_rue                                            ciledevant\n",
      "no_maison                                                   1\n",
      "proprietaire_nom                                            ·\n",
      "chef_prenom                                             cesar\n",
      "chef_nom                                            dujournet\n",
      "chef_annee_naissance                                     1790\n",
      "epouse_nom                                          chavannes\n",
      "epouse_annee_naissance                                   1793\n",
      "enfants_dans_la_commune_prenom    pauline|elise|helene|sophie\n",
      "enfants_annee_naissance                   1827|1830|1835|1835\n",
      "chef_origine                                         lausanne\n",
      "chef_vocation                                      professeur\n",
      "chef_recepisse                                              ·\n",
      "pensionnaires_prenom                                        ·\n",
      "pensionnaires_nom                                           ·\n",
      "pensionnaires_origine                                       ·\n",
      "pensionnaires_condition                                     ·\n",
      "pensionnaires_recepisse                                     ·\n",
      "observations                                                ·\n",
      "Page                                                      121\n",
      "Suggested_Street_Name                             cite devant\n",
      "Levenshtein_Distance                                 0.318182\n",
      "Name: 768, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                                        3169\n",
      "nom_rue                                                   cite de vans\n",
      "no_maison                                                           36\n",
      "proprietaire_nom                                                canton\n",
      "chef_prenom                                                      cesar\n",
      "chef_nom                                                     lufournet\n",
      "chef_annee_naissance                                              1790\n",
      "epouse_nom                                                   chavannes\n",
      "epouse_annee_naissance                                            1793\n",
      "enfants_dans_la_commune_prenom    alexandrine|helene louise|sophie hte\n",
      "enfants_annee_naissance                                 1827|1835|1835\n",
      "chef_origine                                                  lausanne\n",
      "chef_vocation                                               professeur\n",
      "chef_recepisse                                                       ·\n",
      "pensionnaires_prenom                                                 ·\n",
      "pensionnaires_nom                                                    ·\n",
      "pensionnaires_origine                                                ·\n",
      "pensionnaires_condition                                              ·\n",
      "pensionnaires_recepisse                                              ·\n",
      "observations                                                         ·\n",
      "Page                                                               124\n",
      "Suggested_Street_Name                                      cite devant\n",
      "Levenshtein_Distance                                          0.299242\n",
      "Name: 847, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                   3425\n",
      "id                                3491.0\n",
      "erreur_ligne                         non\n",
      "division                               5\n",
      "nom_rue                      cile devant\n",
      "                               ...      \n",
      "observations              pas disorie|v.\n",
      "observations_line_corr               NaN\n",
      "Page                                 133\n",
      "Suggested_Street_Name        cite devant\n",
      "Levenshtein_Distance            0.181818\n",
      "Name: 1879, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                         3473\n",
      "nom_rue                                    cile de vant\n",
      "no_maison                                             1\n",
      "proprietaire_nom                                      ·\n",
      "chef_prenom                                       cesar\n",
      "chef_nom                                      dufournet\n",
      "chef_annee_naissance                               1790\n",
      "epouse_nom                                    chavannes\n",
      "epouse_annee_naissance                             1793\n",
      "enfants_dans_la_commune_prenom    pauline|helene|sophie\n",
      "enfants_annee_naissance                  1827|1835|1835\n",
      "chef_origine                                   lausanne\n",
      "chef_vocation                                         ·\n",
      "chef_recepisse                                        ·\n",
      "pensionnaires_prenom                                  ·\n",
      "pensionnaires_nom                                     ·\n",
      "pensionnaires_origine                                 ·\n",
      "pensionnaires_condition                               ·\n",
      "pensionnaires_recepisse                               ·\n",
      "observations                                          ·\n",
      "Page                                                133\n",
      "Suggested_Street_Name                       cite devant\n",
      "Levenshtein_Distance                           0.424242\n",
      "Name: 756, dtype: object\n",
      "Row 3 has matches in the following files:\n",
      "   1832_filtered_numbers_merged.xlsx: Unnamed: 0                                                                  1972\n",
      "nom_rue                                                                  riponne\n",
      "no_maison                                                                     23\n",
      "proprietaire_nom                                                          bocion\n",
      "chef_prenom                                                                 jean\n",
      "chef_nom                                                                 mandrot\n",
      "chef_annee_naissance                                                        1785\n",
      "epouse_nom                                                                redeus\n",
      "epouse_annee_naissance                                                      1786\n",
      "enfants_dans_la_commune_prenom              lina|jules|dorille|marie|marie|elisa\n",
      "enfants_annee_naissance                             1812|1814|1817|186|1820|1823\n",
      "chef_origine                                                              morges\n",
      "chef_annee_arrivee                                                          1821\n",
      "chef_vocation                                                             avocat\n",
      "chef_recepisse                                                              2642\n",
      "pensionnaires_prenom                                 julie|louise|marianne|balet\n",
      "pensionnaires_nom                                        meyer|roulet|hedeus|may\n",
      "pensionnaires_origine                        bernoise|echichens|hedelberg|robach\n",
      "pensionnaires_condition           domestique a|domestique a|pensionnaire|bomst o\n",
      "pensionnaires_recepisse                                  16774|3653|160721|15413\n",
      "observations                                                                   ·\n",
      "Page                                                                          80\n",
      "Suggested_Street_Name                                                    riponne\n",
      "Levenshtein_Distance                                                         0.0\n",
      "Name: 3027, dtype: object\n",
      "   1835_corrige_filtered_numbers_merged.xlsx: ID number                     327.0\n",
      "ID number corr                  317\n",
      "Page                             13\n",
      "erreur_ligne                    non\n",
      "division                          .\n",
      "                            ...    \n",
      "observations                      ·\n",
      "observations_line_corr          NaN\n",
      "observation_htr_corr            NaN\n",
      "Suggested_Street_Name     chabliere\n",
      "Levenshtein_Distance       0.555556\n",
      "Name: 470, Length: 76, dtype: object\n",
      "   1836_filtered_numbers_merged.xlsx: Unnamed: 0                                            2196\n",
      "nom_rue                                            riponne\n",
      "no_maison                                               23\n",
      "proprietaire_nom                                   mandrot\n",
      "chef_prenom                                           jean\n",
      "chef_nom                                           maudrot\n",
      "chef_annee_naissance                                  1785\n",
      "epouse_nom                                          redens\n",
      "epouse_annee_naissance                                1786\n",
      "enfants_dans_la_commune_prenom        vnette|marie|·|julia\n",
      "enfants_annee_naissance                   1814|1819|·|1823\n",
      "chef_origine                                        morges\n",
      "chef_annee_arrivee                                    1821\n",
      "chef_vocation                                       avocat\n",
      "chef_recepisse                                        2642\n",
      "pensionnaires_prenom              louise|jeanne lse sophie\n",
      "pensionnaires_nom                            roulet|bailly\n",
      "pensionnaires_origine                   echicheus|boussens\n",
      "pensionnaires_condition              domestique|domestique\n",
      "pensionnaires_recepisse                               6027\n",
      "observations                                             ·\n",
      "Page                                                    65\n",
      "Suggested_Street_Name                              riponne\n",
      "Levenshtein_Distance                                   0.0\n",
      "Name: 3492, dtype: object\n",
      "   1837_filtered_numbers_merged.xlsx: Unnamed: 0                                                   2139\n",
      "nom_rue                                                   riponne\n",
      "no_maison                                                      23\n",
      "proprietaire_nom                                          mandrot\n",
      "chef_prenom                                                  jean\n",
      "chef_nom                                                  mandrot\n",
      "chef_annee_naissance                                         1785\n",
      "epouse_nom                                                heddens\n",
      "epouse_annee_naissance                                       1786\n",
      "enfants_dans_la_commune_prenom    jules|dorette|marie|julie|elisa\n",
      "enfants_annee_naissance                  1814|1817|1819|1820|1823\n",
      "chef_origine                                               morges\n",
      "chef_annee_arrivee                                           1821\n",
      "chef_vocation                                              avocat\n",
      "chef_recepisse                                               2642\n",
      "pensionnaires_prenom                         jeannette|marguerite\n",
      "pensionnaires_nom                                reymond|chantery\n",
      "pensionnaires_origine                       la vallee|vidau berne\n",
      "pensionnaires_condition                                domestique\n",
      "pensionnaires_recepisse                                         ·\n",
      "observations                                                    ·\n",
      "Page                                                           80\n",
      "Suggested_Street_Name                                     riponne\n",
      "Levenshtein_Distance                                          0.0\n",
      "Name: 3546, dtype: object\n",
      "   1838_filtered_numbers_merged.xlsx: Unnamed: 0                                              2473\n",
      "nom_rue                                              riponne\n",
      "no_maison                                                 16\n",
      "proprietaire_nom                                     mandrat\n",
      "chef_prenom                                             jean\n",
      "chef_nom                                             mandrot\n",
      "chef_annee_naissance                                    1785\n",
      "epouse_nom                                           hesseus\n",
      "epouse_annee_naissance                                  1786\n",
      "enfants_dans_la_commune_prenom    jules|deretle|elt|elt|galu\n",
      "enfants_annee_naissance              184|1817|1819|1720|1723\n",
      "chef_origine                                          morges\n",
      "chef_annee_arrivee                                      1821\n",
      "chef_vocation                                         avocat\n",
      "chef_recepisse                                          2642\n",
      "pensionnaires_prenom                    louise|louise|daniel\n",
      "pensionnaires_nom                          alois|baud|brossu\n",
      "pensionnaires_origine             concierge|lausanne|payerne\n",
      "pensionnaires_condition                           domestique\n",
      "pensionnaires_recepisse                                    ·\n",
      "observations                                               ·\n",
      "Page                                                      87\n",
      "Suggested_Street_Name                                riponne\n",
      "Levenshtein_Distance                                     0.0\n",
      "Name: 3166, dtype: object\n",
      "   1839_filtered_numbers_merged.xlsx: Unnamed: 0                                                       1378\n",
      "nom_rue                                                         bourg\n",
      "no_maison                                                          80\n",
      "proprietaire_nom                                                    ·\n",
      "chef_prenom                                                     jacob\n",
      "chef_nom                                                    vannuyden\n",
      "chef_annee_naissance                                             1782\n",
      "epouse_nom                                                      corta\n",
      "epouse_annee_naissance                                           1788\n",
      "enfants_dans_la_commune_prenom    elisa|alfred|charlotte|louise|louis\n",
      "enfants_annee_naissance                      1812|1819|1815|1818|1826\n",
      "chef_origine                                                   coppet\n",
      "chef_annee_arrivee                                                  ·\n",
      "chef_vocation                                            const d etab\n",
      "chef_recepisse                                                      ·\n",
      "pensionnaires_prenom                     fanchette|louise|louis david\n",
      "pensionnaires_nom                             grandjean|gabrat|berger\n",
      "pensionnaires_origine                  ct neuchatel|lausanne|eclepens\n",
      "pensionnaires_condition                    domestiq|domestiq|domestiq\n",
      "pensionnaires_recepisse                                  21304|·|6434\n",
      "observations                                                        ·\n",
      "Page                                                               45\n",
      "Suggested_Street_Name                                           bourg\n",
      "Levenshtein_Distance                                              0.0\n",
      "Name: 367, dtype: object\n",
      "   1840_filtered_numbers_merged.xlsx: Unnamed: 0                                                 2034\n",
      "nom_rue                                                 riponne\n",
      "no_maison                                                    23\n",
      "proprietaire_nom                                        mandret\n",
      "chef_prenom                                              jean l\n",
      "chef_nom                                                mandrot\n",
      "chef_annee_naissance                                       1785\n",
      "epouse_nom                                              hendens\n",
      "epouse_annee_naissance                                     1786\n",
      "enfants_dans_la_commune_prenom                     elisa|tabine\n",
      "enfants_annee_naissance                               1823|1829\n",
      "chef_origine                                              morge\n",
      "chef_annee_arrivee                                            ·\n",
      "chef_vocation                                            avocat\n",
      "chef_recepisse                                              264\n",
      "pensionnaires_prenom                            marianne|adrien\n",
      "pensionnaires_nom                              hendens|cathelaz\n",
      "pensionnaires_origine                    heidellerg|de lengirad\n",
      "pensionnaires_condition           sarsellemier|pensionn alocont\n",
      "pensionnaires_recepisse                                   16672\n",
      "observations                                                  ·\n",
      "Page                                                         55\n",
      "Suggested_Street_Name                                   riponne\n",
      "Levenshtein_Distance                                        0.0\n",
      "Name: 3181, dtype: object\n",
      "   1841_filtered_numbers_merged.xlsx: Unnamed: 0                                                                     2096\n",
      "nom_rue                                                                     riponne\n",
      "no_maison                                                                        22\n",
      "proprietaire_nom                                                            mandret\n",
      "chef_prenom                                            samuel rodolph duperret|jean\n",
      "chef_nom                                                                   handrotn\n",
      "chef_annee_naissance                                                           1785\n",
      "epouse_nom                                                                  heudeus\n",
      "epouse_annee_naissance                                                         1786\n",
      "enfants_dans_la_commune_prenom                              jules|marie|julie|elize\n",
      "enfants_annee_naissance                                         1814|1819|1820|1823\n",
      "chef_origine                                                                 morges\n",
      "chef_annee_arrivee                                                                ·\n",
      "chef_vocation                                                                arocat\n",
      "chef_recepisse                                                                 2642\n",
      "pensionnaires_prenom              marianne|madam asson fis|henriette|sytrie|mari...\n",
      "pensionnaires_nom                      heudeu|mier mandit o|far|decollogny|chottlit\n",
      "pensionnaires_origine             heidelberg|reanne p|villors son pryer|dapplel|...\n",
      "pensionnaires_condition                   se billemiere|en visile|domestiq|domestiq\n",
      "pensionnaires_recepisse                                            10072|·|·|·|5552\n",
      "observations                                                                      ·\n",
      "Page                                                                             64\n",
      "Suggested_Street_Name                                                       riponne\n",
      "Levenshtein_Distance                                                            0.0\n",
      "Name: 3286, dtype: object\n",
      "   1842_filtered_numbers_merged.xlsx: Unnamed: 0                                                   2143\n",
      "nom_rue                                                   riponne\n",
      "no_maison                                                      23\n",
      "proprietaire_nom                                          mandrot\n",
      "chef_prenom                                                  jean\n",
      "chef_nom                                                  mandrot\n",
      "chef_annee_naissance                                         1785\n",
      "epouse_nom                                                hendens\n",
      "epouse_annee_naissance                                       1786\n",
      "enfants_dans_la_commune_prenom            jules|marie|julie|elias\n",
      "enfants_annee_naissance                       1814|1819|1820|1823\n",
      "chef_origine                                                morge\n",
      "chef_annee_arrivee                                              ·\n",
      "chef_vocation                                                   ·\n",
      "chef_recepisse                                                  ·\n",
      "pensionnaires_prenom                 jeannette|madelaine|marianne\n",
      "pensionnaires_nom                          reymond|kronet|hendeux\n",
      "pensionnaires_origine             chenit|lazens|heidelberg prilly\n",
      "pensionnaires_condition            domestique|domestique|st stein\n",
      "pensionnaires_recepisse                               24755|16072\n",
      "observations                                                    ·\n",
      "Page                                                           72\n",
      "Suggested_Street_Name                                     riponne\n",
      "Levenshtein_Distance                                          0.0\n",
      "Name: 3486, dtype: object\n",
      "   1843_filtered_numbers_merged.xlsx: Unnamed: 0                                          1830\n",
      "nom_rue                                          riponne\n",
      "no_maison                                             23\n",
      "proprietaire_nom                                 mandrot\n",
      "chef_prenom                                         jean\n",
      "chef_nom                                         mandrot\n",
      "chef_annee_naissance                                1785\n",
      "epouse_nom                                       heudoux\n",
      "epouse_annee_naissance                              1786\n",
      "enfants_dans_la_commune_prenom    jule|marie|julie|elisa\n",
      "enfants_annee_naissance              1814|1819|1820|1823\n",
      "chef_origine                                        mage\n",
      "chef_annee_arrivee                                  1821\n",
      "chef_vocation                                     avocat\n",
      "chef_recepisse                                      2642\n",
      "pensionnaires_prenom                 jeannette|madetaire\n",
      "pensionnaires_nom                      reymond|di loncet\n",
      "pensionnaires_origine                     chenit|la cent\n",
      "pensionnaires_condition            domestique|domestique\n",
      "pensionnaires_recepisse                            24755\n",
      "observations                                sa me estere\n",
      "Page                                                  70\n",
      "Suggested_Street_Name                            riponne\n",
      "Levenshtein_Distance                                 0.0\n",
      "Name: 3165, dtype: object\n",
      "   1844_filtered_numbers_merged.xlsx: Unnamed: 0                                    2191\n",
      "nom_rue                                    riponne\n",
      "no_maison                                       23\n",
      "proprietaire_nom                           mandrot\n",
      "chef_prenom                                   jean\n",
      "chef_nom                                 mandrot l\n",
      "chef_annee_naissance                          1785\n",
      "epouse_nom                                 tensens\n",
      "epouse_annee_naissance                        1786\n",
      "enfants_dans_la_commune_prenom    jule|marie|julie\n",
      "enfants_annee_naissance             1814|1819|1820\n",
      "chef_origine                                morges\n",
      "chef_annee_arrivee                            1821\n",
      "chef_vocation                               avocat\n",
      "chef_recepisse                                2642\n",
      "pensionnaires_prenom                         marie\n",
      "pensionnaires_nom                          porchet\n",
      "pensionnaires_origine                            ·\n",
      "pensionnaires_condition                 domestique\n",
      "pensionnaires_recepisse                          ·\n",
      "observations                                     ·\n",
      "Page                                            78\n",
      "Suggested_Street_Name                      riponne\n",
      "Levenshtein_Distance                           0.0\n",
      "Name: 3368, dtype: object\n",
      "   1845_filtered_numbers_merged.xlsx: Unnamed: 0                                                             2257\n",
      "nom_rue                                                         rivonne des\n",
      "nom_rue_htr_corr                                                rivonne des\n",
      "nom_rue_norm                                                    rivonne des\n",
      "no_maison                                                                22\n",
      "proprietaire_nom                                                    mandrot\n",
      "proprietaire_nom_corr                                               mandrot\n",
      "proprietaire_nom_htr_corr                                           mandrot\n",
      "proprietaire_nom_norm                                               mandrot\n",
      "chef_prenom                                                            jean\n",
      "chef_prenom_htr_corr                                                   jean\n",
      "chef_prenom_norm                                                       jean\n",
      "chef_nom                                                            mandrot\n",
      "chef_nom_corr                                                       mandrot\n",
      "chef_nom_htr_corr                                                   mandrot\n",
      "chef_nom_norm                                                       mandrot\n",
      "chef_annee_naissance                                                   1785\n",
      "epouse_nom                                                          heldeus\n",
      "epouse_nom_corr                                                     heldeus\n",
      "epouse_nom_htr_corr                                                 heldeus\n",
      "epouse_nom_norm                                                     heldeus\n",
      "epouse_annee_naissance                                                 1786\n",
      "enfants_dans_la_commune_prenom                                jule|ne|esira\n",
      "enfants_dans_la_commune_prenom_htr_corr                       jule|ne|esira\n",
      "enfants_dans_la_commune_prenom_norm                           jule|ne|esira\n",
      "enfants_annee_naissance                                         1814|·|1823\n",
      "chef_origine                                                          morge\n",
      "chef_origine_corr                                                     morge\n",
      "chef_origine_htr_corr                                                 morge\n",
      "chef_origine_norm                                                     morge\n",
      "chef_annee_arrivee                                                     1821\n",
      "chef_vocation                                                        avocat\n",
      "chef_vocation_top_terms                                              avocat\n",
      "chef_vocation_htr_corr                                               avocat\n",
      "chef_vocation_norm                                                   avocat\n",
      "chef_recepisse                                                         2642\n",
      "pensionnaires_prenom                            louise|fenne jeannette|htte\n",
      "pensionnaires_prenom_htr_corr                   louise|fenne jeannette|htte\n",
      "pensionnaires_prenom_norm                       louise|fenne jeannette|htte\n",
      "pensionnaires_nom                                            clavel|anspach\n",
      "pensionnaires_nom_corr                                       clavel|anspach\n",
      "pensionnaires_nom_htr_corr                                   clavel|anspach\n",
      "pensionnaires_nom_norm                                       clavel|anspach\n",
      "pensionnaires_origine                                         oulin|bernoir\n",
      "pensionnaires_origine_corr                                    oulin|bernoir\n",
      "pensionnaires_origine_htr_corr                                oulin|bernoir\n",
      "pensionnaires_origine_norm                                    oulin|bernoir\n",
      "pensionnaires_condition                                   domestiq|domestiq\n",
      "pensionnaires_condition_top_terms                     domestique|domestique\n",
      "pensionnaires_condition_htr_corr                          domestiq|domestiq\n",
      "pensionnaires_condition_norm                              domestiq|domestiq\n",
      "pensionnaires_recepisse                                                   ·\n",
      "observations                               son pete esens|son mari ent enef\n",
      "Page                                                                     86\n",
      "Suggested_Street_Name                                          cite dessous\n",
      "Levenshtein_Distance                                               0.666667\n",
      "Name: 3555, dtype: object\n",
      "   1846_filtered_numbers_merged.xlsx: Unnamed: 0                                         2114\n",
      "nom_rue                                         riponne\n",
      "no_maison                                            22\n",
      "proprietaire_nom                                mandrot\n",
      "chef_prenom                                        jeun\n",
      "chef_nom                                        mandrot\n",
      "chef_annee_naissance                               1785\n",
      "epouse_nom                                      mendins\n",
      "epouse_annee_naissance                             1786\n",
      "enfants_dans_la_commune_prenom     jules|juliette|elier\n",
      "enfants_annee_naissance                  1814|1820|1823\n",
      "chef_origine                                     morges\n",
      "chef_annee_arrivee                                    ·\n",
      "chef_vocation                                         ·\n",
      "chef_recepisse                                     2642\n",
      "pensionnaires_prenom                   louise|jeannette\n",
      "pensionnaires_nom                         claved|renaud\n",
      "pensionnaires_origine               oulaz|mort le grand\n",
      "pensionnaires_condition           domestique|domestique\n",
      "pensionnaires_recepisse                               ·\n",
      "observations                                          ·\n",
      "Page                                                 86\n",
      "Suggested_Street_Name                           riponne\n",
      "Levenshtein_Distance                                0.0\n",
      "Name: 3652, dtype: object\n",
      "   1847_filtered_numbers_merged.xlsx: Unnamed: 0                                       1340\n",
      "nom_rue                                  st ijunne ls\n",
      "no_maison                                          64\n",
      "proprietaire_nom                             vrandres\n",
      "chef_prenom                                      jean\n",
      "chef_nom                                    randaot n\n",
      "chef_annee_naissance                             1705\n",
      "epouse_nom                                   aeudense\n",
      "epouse_annee_naissance                            176\n",
      "enfants_dans_la_commune_prenom    jalex|tuliasse|aive\n",
      "enfants_annee_naissance                   1514|·|1825\n",
      "chef_origine                                   morges\n",
      "chef_annee_arrivee                                  ·\n",
      "chef_vocation                                   avont\n",
      "chef_recepisse                                   2642\n",
      "pensionnaires_prenom                     jenni|louise\n",
      "pensionnaires_nom                      chapuis|dupraz\n",
      "pensionnaires_origine                lausanne|la lour\n",
      "pensionnaires_condition                    domestique\n",
      "pensionnaires_recepisse                             ·\n",
      "observations                                        ·\n",
      "Page                                               51\n",
      "Suggested_Street_Name                     st francois\n",
      "Levenshtein_Distance                         0.693182\n",
      "Name: 3833, dtype: object\n",
      "   1848_filtered_numbers_merged.xlsx: Unnamed: 0                                             1648\n",
      "nom_rue                                        hspsonne d d\n",
      "no_maison                                                 1\n",
      "proprietaire_nom                                    mandrot\n",
      "chef_prenom                                            jean\n",
      "chef_nom                                            mandrul\n",
      "chef_annee_naissance                                   1785\n",
      "epouse_nom                                          houdens\n",
      "epouse_annee_naissance                                 1786\n",
      "enfants_dans_la_commune_prenom          jules|juliche|slise\n",
      "enfants_annee_naissance                      1814|1828|1833\n",
      "chef_origine                                         morges\n",
      "chef_annee_arrivee                                        ·\n",
      "chef_vocation                                        chonet\n",
      "chef_recepisse                                         2643\n",
      "pensionnaires_prenom              henriette|fanny|jeannette\n",
      "pensionnaires_nom                            caps|kirchmann\n",
      "pensionnaires_origine                          de achichens\n",
      "pensionnaires_condition                                   ·\n",
      "pensionnaires_recepisse                                   ·\n",
      "observations                                              ·\n",
      "Page                                                     63\n",
      "Suggested_Street_Name                             verdonnet\n",
      "Levenshtein_Distance                               0.777778\n",
      "Name: 1893, dtype: object\n",
      "   1849_filtered_numbers_merged.xlsx: Unnamed: 0                                        1694\n",
      "nom_rue                                       hissonne\n",
      "no_maison                                           23\n",
      "proprietaire_nom                               mandrot\n",
      "chef_prenom                                       jean\n",
      "chef_nom                                        maudet\n",
      "chef_annee_naissance                              1785\n",
      "epouse_nom                                     hendens\n",
      "epouse_annee_naissance                            1786\n",
      "enfants_dans_la_commune_prenom    jules suliette elisa\n",
      "enfants_annee_naissance                 1814|1820|1823\n",
      "chef_origine                                     morge\n",
      "chef_vocation                                   avocat\n",
      "chef_recepisse                                    2642\n",
      "pensionnaires_prenom                   jeante jeannete\n",
      "pensionnaires_nom                  kirchemaun vidaudez\n",
      "pensionnaires_origine                  schicher coverz\n",
      "pensionnaires_condition                     domestique\n",
      "pensionnaires_recepisse                              ·\n",
      "observations                                         ·\n",
      "Page                                                64\n",
      "Suggested_Street_Name                          riponne\n",
      "Levenshtein_Distance                          0.464286\n",
      "Name: 1961, dtype: object\n",
      "   1850_filtered_numbers_merged.xlsx: Unnamed: 0                                 2118\n",
      "nom_rue                                 ripanme\n",
      "no_maison                                    13\n",
      "proprietaire_nom                        mandret\n",
      "chef_prenom                                jean\n",
      "chef_nom                                marerat\n",
      "chef_annee_naissance                       1785\n",
      "epouse_nom                              heudens\n",
      "epouse_annee_naissance                     1786\n",
      "enfants_dans_la_commune_prenom                ·\n",
      "enfants_annee_naissance           1814|182|1823\n",
      "chef_origine                             morges\n",
      "chef_vocation                            avoret\n",
      "chef_recepisse                                ·\n",
      "pensionnaires_prenom                          ·\n",
      "pensionnaires_nom                             ·\n",
      "pensionnaires_origine                         ·\n",
      "pensionnaires_condition                       ·\n",
      "pensionnaires_recepisse                       ·\n",
      "observations                                  ·\n",
      "Page                                         75\n",
      "Suggested_Street_Name                   riponne\n",
      "Levenshtein_Distance                   0.428571\n",
      "Name: 3408, dtype: object\n",
      "   1851_filtered_numbers_merged.xlsx: Unnamed: 0                                                  1716\n",
      "nom_rue                                                chacierau\n",
      "no_maison                                                     27\n",
      "proprietaire_nom                                               ·\n",
      "chef_prenom                                                henry\n",
      "chef_nom                                                marchand\n",
      "chef_annee_naissance                                        1818\n",
      "epouse_nom                                                 inyon\n",
      "epouse_annee_naissance                                      1819\n",
      "enfants_dans_la_commune_prenom    louisa|louisa|marie|marie|luce\n",
      "enfants_annee_naissance                  1845|1863|1845|1806|182\n",
      "chef_origine                                                 ben\n",
      "chef_vocation                                         meurierier\n",
      "chef_recepisse                                                 ·\n",
      "pensionnaires_prenom                                           ·\n",
      "pensionnaires_nom                                              ·\n",
      "pensionnaires_origine                                          ·\n",
      "pensionnaires_condition                                        ·\n",
      "pensionnaires_recepisse                                        ·\n",
      "observations                                                   ·\n",
      "Page                                                          64\n",
      "Suggested_Street_Name                                   chaucrau\n",
      "Levenshtein_Distance                                    0.520833\n",
      "Name: 469, dtype: object\n",
      "   1852_filtered_numbers_merged.xlsx: Unnamed: 0                                                 1768\n",
      "nom_rue                                                   id od\n",
      "no_maison                                                    35\n",
      "proprietaire_nom                                             et\n",
      "chef_prenom                                                 ami\n",
      "chef_nom                                                 simond\n",
      "chef_annee_naissance                                       1811\n",
      "epouse_nom                                              barraud\n",
      "epouse_annee_naissance                                     1814\n",
      "enfants_dans_la_commune_prenom    jenni|ami|marie|amelie|redina\n",
      "enfants_annee_naissance                1827|1828|1829|1824|1839\n",
      "chef_origine                                           grandson\n",
      "chef_vocation                                           gociant\n",
      "chef_recepisse                                                ·\n",
      "pensionnaires_prenom                                          ·\n",
      "pensionnaires_nom                                             ·\n",
      "pensionnaires_origine                                         ·\n",
      "pensionnaires_condition                                       ·\n",
      "pensionnaires_recepisse                                       ·\n",
      "observations                                                  ·\n",
      "Page                                                         68\n",
      "Suggested_Street_Name                             chateau d oex\n",
      "Levenshtein_Distance                                   0.769231\n",
      "Name: 2090, dtype: object\n",
      "   1853_filtered_numbers_merged.xlsx: Unnamed: 0                                                           1695\n",
      "nom_rue                                                          lst jean\n",
      "no_maison                                                              11\n",
      "proprietaire_nom                                                        ·\n",
      "chef_prenom                                                         david\n",
      "chef_nom                                                         guignard\n",
      "chef_annee_naissance                                                 1805\n",
      "epouse_nom                                                       girardet\n",
      "epouse_annee_naissance                                                184\n",
      "enfants_dans_la_commune_prenom    henri|eugenie|benjamine|caroline|cecile\n",
      "enfants_annee_naissance                           1841|1843|184|1849|1851\n",
      "chef_origine                                                         orbe\n",
      "chef_vocation                                                      avocat\n",
      "chef_recepisse                                                        617\n",
      "pensionnaires_prenom                                          victor anna\n",
      "pensionnaires_nom                                            enery wister\n",
      "pensionnaires_origine                                    etagniere aberne\n",
      "pensionnaires_condition                                 commis domestique\n",
      "pensionnaires_recepisse                                            622 75\n",
      "observations                                                            ·\n",
      "Page                                                                   68\n",
      "Suggested_Street_Name                                       grand st jean\n",
      "Levenshtein_Distance                                             0.461538\n",
      "Name: 2447, dtype: object\n",
      "   1854_filtered_numbers_merged.xlsx: Unnamed: 0                                                           1701\n",
      "nom_rue                                                               oes\n",
      "no_maison                                                              14\n",
      "proprietaire_nom                                                        ·\n",
      "chef_prenom                                                         david\n",
      "chef_nom                                                         guignard\n",
      "chef_annee_naissance                                                 1805\n",
      "epouse_nom                                                       girardet\n",
      "epouse_annee_naissance                                               1814\n",
      "enfants_dans_la_commune_prenom    henri|eugenie|renjanien|caroline|cecile\n",
      "enfants_annee_naissance                          1841|1843|1844|1849|1851\n",
      "chef_origine                                                         orbe\n",
      "chef_vocation                                                      avocat\n",
      "chef_recepisse                                                          ·\n",
      "pensionnaires_prenom                                                    ·\n",
      "pensionnaires_nom                                                       ·\n",
      "pensionnaires_origine                                                   ·\n",
      "pensionnaires_condition                                                 ·\n",
      "pensionnaires_recepisse                                                 ·\n",
      "observations                                                            ·\n",
      "Page                                                                   64\n",
      "Suggested_Street_Name                                               rapes\n",
      "Levenshtein_Distance                                                  0.6\n",
      "Name: 3156, dtype: object\n",
      "   1855_corrige_filtered_numbers_merged.xlsx: *                                                4067\n",
      "id                                             4163.0\n",
      "erreur_ligne                                      non\n",
      "division                                     5 rurale\n",
      "nom_rue                                      calraire\n",
      "                                     ...             \n",
      "observations              ses parens piere le commune\n",
      "observations_line_corr                            NaN\n",
      "Page                                              168\n",
      "Suggested_Street_Name                        calvaire\n",
      "Levenshtein_Distance                           0.3125\n",
      "Name: 1705, Length: 86, dtype: object\n",
      "   1855_filtered_numbers_merged.xlsx: Unnamed: 0                                            4023\n",
      "nom_rue                                             mocebe\n",
      "no_maison                                               31\n",
      "proprietaire_nom                                     badan\n",
      "chef_prenom                                           jean\n",
      "chef_nom                                             ernso\n",
      "chef_annee_naissance                                  1808\n",
      "epouse_nom                                        panchaud\n",
      "epouse_annee_naissance                                1816\n",
      "enfants_dans_la_commune_prenom       jean|louis|marie|anna\n",
      "enfants_annee_naissance           1839|1842|1848n1849|1853\n",
      "chef_origine                                    gontensche\n",
      "chef_vocation                                            ·\n",
      "chef_recepisse                                           ·\n",
      "pensionnaires_prenom                                     ·\n",
      "pensionnaires_nom                                        ·\n",
      "pensionnaires_origine                                    ·\n",
      "pensionnaires_condition                                  ·\n",
      "pensionnaires_recepisse                                  ·\n",
      "observations                                             ·\n",
      "Page                                                   161\n",
      "Suggested_Street_Name                             mercerie\n",
      "Levenshtein_Distance                                 0.625\n",
      "Name: 3093, dtype: object\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "matches = []\n",
    "\n",
    "#excel 1832\n",
    "#jean mandrot ligne 3029\n",
    "#charles perrin ligne 2536\n",
    "#maurice epach ???\n",
    "#auguste piot ligne 3469\n",
    "#cesar dufournet ligne 644\n",
    "\n",
    "# Indices of rows to select\n",
    "indices_to_select = [3027, 2534, 3467, 642]\n",
    "#print(dataframes[0].iloc[indices_to_select])\n",
    "\n",
    "print(\"start matching\")\n",
    "\n",
    "# Iterate over rows of the commented people above in the first dataframe\n",
    "for index, row in dataframes[0].iloc[indices_to_select].iterrows():\n",
    "    current_match = [row]  # the first list element is just the row we want to match\n",
    "    total_match_distance = 0\n",
    "    \n",
    "    # Use vectorized operations to match rows with other dataframes\n",
    "    for file_to_match in dataframes[1:]:\n",
    "        result, file_match_distance = match_rows(row, file_to_match)\n",
    "        current_match.append(result)\n",
    "        total_match_distance += file_match_distance\n",
    "    \n",
    "    row_matching_and_distance = [current_match, total_match_distance]\n",
    "    matches.append(row_matching_and_distance)\n",
    "\n",
    "print(\"finished matching\")\n",
    "\n",
    "# Sort matches based on total_match_distance\n",
    "matches.sort(key=lambda x: x[1])\n",
    "\n",
    "# Print the top 4 rows with the best matches\n",
    "top_matches = matches[:4]\n",
    "for index, match_group in enumerate(top_matches):\n",
    "    print(f\"Row {index} has matches in the following files:\")\n",
    "    for i, match_row in enumerate(match_group[0]):\n",
    "        print(f\"   {file_names[i]}: {match_row}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ee4c5b64",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}