diff --git a/py-gen.ipynb b/py-gen.ipynb
index e55029a..f34c779 100644
--- a/py-gen.ipynb
+++ b/py-gen.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 19,
    "id": "2baaf74f",
    "metadata": {},
    "outputs": [],
@@ -20,12 +20,13 @@
     "import os\n",
     "import numpy as np\n",
     "import pandas as pd\n",
-    "import urllib.request\n"
+    "import urllib.request\n",
+    "import math"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 2,
    "id": "41361ca4",
    "metadata": {},
    "outputs": [],
@@ -76,6 +77,11 @@
     "                        # like superscripts or circled numbers.\n",
     "                        # Usually used by search engines.\n",
     "        'isNumberLike':False, # Neither of the previous two, but number like in nature, like 3/4\n",
+    "\n",
+    "        # These getters will get a numeric value out of the char\n",
+    "        'getDecimal': True,\n",
+    "        'getDigit': False,\n",
+    "        'getNumberLike': False,\n",
     "    }\n",
     "}\n"
    ]
@@ -189,6 +195,10 @@
     "        out_row['digit'] = is_digit\n",
     "        out_row['number_like'] = is_numeric\n",
     "\n",
+    "        out_row['decimal_val'] = int(in_row['decimal_val']) if is_decimal else 0\n",
+    "        out_row['digit_val'] = int(in_row['digit_val']) if is_digit else 0\n",
+    "        out_row['number_like_val'] = in_row['numeric_val'] if is_numeric else None\n",
+    "\n",
     "        # return the data\n",
     "        return out_row\n",
     "\n",
@@ -253,9 +263,7 @@
        "      <th>combining</th>\n",
        "      <th>letter</th>\n",
        "      <th>uppercase</th>\n",
-       "      <th>lowercase</th>\n",
-       "      <th>titlecase</th>\n",
-       "      <th>uppercase_map</th>\n",
+       "      <th>...</th>\n",
        "      <th>lowercase_map</th>\n",
        "      <th>titlecase_map</th>\n",
        "      <th>whitespace</th>\n",
@@ -263,6 +271,9 @@
        "      <th>decimal</th>\n",
        "      <th>digit</th>\n",
        "      <th>number_like</th>\n",
+       "      <th>decimal_val</th>\n",
+       "      <th>digit_val</th>\n",
+       "      <th>number_like_val</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
@@ -278,16 +289,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
@@ -301,16 +313,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
@@ -324,16 +337,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
@@ -347,16 +361,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
@@ -370,16 +385,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -403,6 +419,7 @@
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>299377</th>\n",
@@ -416,16 +433,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>299378</th>\n",
@@ -439,16 +457,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>299379</th>\n",
@@ -462,16 +481,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>299380</th>\n",
@@ -485,16 +505,17 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>299381</th>\n",
@@ -508,20 +529,21 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>NaN</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>299382 rows × 20 columns</p>\n",
+       "<p>299382 rows × 23 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -551,33 +573,33 @@
        "299380                NaN        False   False      False   False      False   \n",
        "299381                NaN        False   False      False   False      False   \n",
        "\n",
-       "        lowercase  titlecase  uppercase_map  lowercase_map  titlecase_map  \\\n",
-       "0           False      False              0              0              0   \n",
-       "1           False      False              0              0              0   \n",
-       "2           False      False              0              0              0   \n",
-       "3           False      False              0              0              0   \n",
-       "4           False      False              0              0              0   \n",
-       "...           ...        ...            ...            ...            ...   \n",
-       "299377      False      False              0              0              0   \n",
-       "299378      False      False              0              0              0   \n",
-       "299379      False      False              0              0              0   \n",
-       "299380      False      False              0              0              0   \n",
-       "299381      False      False              0              0              0   \n",
+       "        ...  lowercase_map  titlecase_map  whitespace  printable  decimal  \\\n",
+       "0       ...              0              0       False      False    False   \n",
+       "1       ...              0              0       False      False    False   \n",
+       "2       ...              0              0       False      False    False   \n",
+       "3       ...              0              0       False      False    False   \n",
+       "4       ...              0              0       False      False    False   \n",
+       "...     ...            ...            ...         ...        ...      ...   \n",
+       "299377  ...              0              0       False      False    False   \n",
+       "299378  ...              0              0       False      False    False   \n",
+       "299379  ...              0              0       False      False    False   \n",
+       "299380  ...              0              0       False      False    False   \n",
+       "299381  ...              0              0       False      False    False   \n",
        "\n",
-       "        whitespace  printable  decimal  digit  number_like  \n",
-       "0            False      False    False  False        False  \n",
-       "1            False      False    False  False        False  \n",
-       "2            False      False    False  False        False  \n",
-       "3            False      False    False  False        False  \n",
-       "4            False      False    False  False        False  \n",
-       "...            ...        ...      ...    ...          ...  \n",
-       "299377       False      False    False  False        False  \n",
-       "299378       False      False    False  False        False  \n",
-       "299379       False      False    False  False        False  \n",
-       "299380       False      False    False  False        False  \n",
-       "299381       False      False    False  False        False  \n",
+       "        digit  number_like  decimal_val  digit_val  number_like_val  \n",
+       "0       False        False            0          0              NaN  \n",
+       "1       False        False            0          0              NaN  \n",
+       "2       False        False            0          0              NaN  \n",
+       "3       False        False            0          0              NaN  \n",
+       "4       False        False            0          0              NaN  \n",
+       "...       ...          ...          ...        ...              ...  \n",
+       "299377  False        False            0          0              NaN  \n",
+       "299378  False        False            0          0              NaN  \n",
+       "299379  False        False            0          0              NaN  \n",
+       "299380  False        False            0          0              NaN  \n",
+       "299381  False        False            0          0              NaN  \n",
        "\n",
-       "[299382 rows x 20 columns]"
+       "[299382 rows x 23 columns]"
       ]
      },
      "execution_count": 5,
@@ -634,9 +656,7 @@
        "      <th>combining</th>\n",
        "      <th>letter</th>\n",
        "      <th>uppercase</th>\n",
-       "      <th>lowercase</th>\n",
-       "      <th>titlecase</th>\n",
-       "      <th>uppercase_map</th>\n",
+       "      <th>...</th>\n",
        "      <th>lowercase_map</th>\n",
        "      <th>titlecase_map</th>\n",
        "      <th>whitespace</th>\n",
@@ -644,123 +664,131 @@
        "      <th>decimal</th>\n",
        "      <th>digit</th>\n",
        "      <th>number_like</th>\n",
+       "      <th>decimal_val</th>\n",
+       "      <th>digit_val</th>\n",
+       "      <th>number_like_val</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>160</th>\n",
-       "      <td>160</td>\n",
-       "      <td>NO-BREAK SPACE</td>\n",
-       "      <td>NON-BREAKING SPACE</td>\n",
-       "      <td>&lt;noBreak&gt; 0020</td>\n",
-       "      <td>noBreak</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>168</th>\n",
-       "      <td>168</td>\n",
-       "      <td>DIAERESIS</td>\n",
-       "      <td>SPACING DIAERESIS</td>\n",
-       "      <td>&lt;compat&gt; 0020 0308</td>\n",
-       "      <td>compat</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>170</th>\n",
-       "      <td>170</td>\n",
-       "      <td>FEMININE ORDINAL INDICATOR</td>\n",
+       "      <th>48</th>\n",
+       "      <td>48</td>\n",
+       "      <td>DIGIT ZERO</td>\n",
        "      <td></td>\n",
-       "      <td>&lt;super&gt; 0061</td>\n",
-       "      <td>super</td>\n",
+       "      <td></td>\n",
+       "      <td>NaN</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>175</th>\n",
-       "      <td>175</td>\n",
-       "      <td>MACRON</td>\n",
-       "      <td>SPACING MACRON</td>\n",
-       "      <td>&lt;compat&gt; 0020 0304</td>\n",
-       "      <td>compat</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <th>49</th>\n",
+       "      <td>49</td>\n",
+       "      <td>DIGIT ONE</td>\n",
+       "      <td></td>\n",
+       "      <td></td>\n",
+       "      <td>NaN</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>178</th>\n",
-       "      <td>178</td>\n",
-       "      <td>SUPERSCRIPT TWO</td>\n",
-       "      <td>SUPERSCRIPT DIGIT TWO</td>\n",
-       "      <td>&lt;super&gt; 0032</td>\n",
-       "      <td>super</td>\n",
+       "      <th>50</th>\n",
+       "      <td>50</td>\n",
+       "      <td>DIGIT TWO</td>\n",
+       "      <td></td>\n",
+       "      <td></td>\n",
+       "      <td>NaN</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>51</td>\n",
+       "      <td>DIGIT THREE</td>\n",
+       "      <td></td>\n",
+       "      <td></td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>52</td>\n",
+       "      <td>DIGIT FOUR</td>\n",
+       "      <td></td>\n",
+       "      <td></td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -784,6 +812,7 @@
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>93029</th>\n",
@@ -797,9 +826,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
@@ -807,6 +834,9 @@
        "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>93030</th>\n",
@@ -820,9 +850,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
@@ -830,6 +858,9 @@
        "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>93031</th>\n",
@@ -843,9 +874,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
@@ -853,6 +882,9 @@
        "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>93032</th>\n",
@@ -866,9 +898,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
@@ -876,6 +906,9 @@
        "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>93033</th>\n",
@@ -889,9 +922,7 @@
        "      <td>False</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>False</td>\n",
-       "      <td>0</td>\n",
+       "      <td>...</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>False</td>\n",
@@ -899,66 +930,69 @@
        "      <td>True</td>\n",
        "      <td>True</td>\n",
        "      <td>True</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>3833 rows × 20 columns</p>\n",
+       "<p>770 rows × 23 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "       codepoint                        name               old_name  \\\n",
-       "160          160              NO-BREAK SPACE     NON-BREAKING SPACE   \n",
-       "168          168                   DIAERESIS      SPACING DIAERESIS   \n",
-       "170          170  FEMININE ORDINAL INDICATOR                          \n",
-       "175          175                      MACRON         SPACING MACRON   \n",
-       "178          178             SUPERSCRIPT TWO  SUPERSCRIPT DIGIT TWO   \n",
-       "...          ...                         ...                    ...   \n",
-       "93029     130037        SEGMENTED DIGIT FIVE                          \n",
-       "93030     130038         SEGMENTED DIGIT SIX                          \n",
-       "93031     130039       SEGMENTED DIGIT SEVEN                          \n",
-       "93032     130040       SEGMENTED DIGIT EIGHT                          \n",
-       "93033     130041        SEGMENTED DIGIT NINE                          \n",
+       "       codepoint                   name old_name decomposition  \\\n",
+       "48            48             DIGIT ZERO                          \n",
+       "49            49              DIGIT ONE                          \n",
+       "50            50              DIGIT TWO                          \n",
+       "51            51            DIGIT THREE                          \n",
+       "52            52             DIGIT FOUR                          \n",
+       "...          ...                    ...      ...           ...   \n",
+       "93029     130037   SEGMENTED DIGIT FIVE            <font> 0035   \n",
+       "93030     130038    SEGMENTED DIGIT SIX            <font> 0036   \n",
+       "93031     130039  SEGMENTED DIGIT SEVEN            <font> 0037   \n",
+       "93032     130040  SEGMENTED DIGIT EIGHT            <font> 0038   \n",
+       "93033     130041   SEGMENTED DIGIT NINE            <font> 0039   \n",
        "\n",
-       "            decomposition decomposition_type  punctuation  symbol  combining  \\\n",
-       "160        <noBreak> 0020            noBreak        False   False      False   \n",
-       "168    <compat> 0020 0308             compat        False    True      False   \n",
-       "170          <super> 0061              super        False   False      False   \n",
-       "175    <compat> 0020 0304             compat        False    True      False   \n",
-       "178          <super> 0032              super        False   False      False   \n",
-       "...                   ...                ...          ...     ...        ...   \n",
-       "93029         <font> 0035               font        False   False      False   \n",
-       "93030         <font> 0036               font        False   False      False   \n",
-       "93031         <font> 0037               font        False   False      False   \n",
-       "93032         <font> 0038               font        False   False      False   \n",
-       "93033         <font> 0039               font        False   False      False   \n",
+       "      decomposition_type  punctuation  symbol  combining  letter  uppercase  \\\n",
+       "48                   NaN        False   False      False   False      False   \n",
+       "49                   NaN        False   False      False   False      False   \n",
+       "50                   NaN        False   False      False   False      False   \n",
+       "51                   NaN        False   False      False   False      False   \n",
+       "52                   NaN        False   False      False   False      False   \n",
+       "...                  ...          ...     ...        ...     ...        ...   \n",
+       "93029               font        False   False      False   False      False   \n",
+       "93030               font        False   False      False   False      False   \n",
+       "93031               font        False   False      False   False      False   \n",
+       "93032               font        False   False      False   False      False   \n",
+       "93033               font        False   False      False   False      False   \n",
        "\n",
-       "       letter  uppercase  lowercase  titlecase  uppercase_map  lowercase_map  \\\n",
-       "160     False      False      False      False              0              0   \n",
-       "168     False      False      False      False              0              0   \n",
-       "170      True      False      False      False              0              0   \n",
-       "175     False      False      False      False              0              0   \n",
-       "178     False      False      False      False              0              0   \n",
-       "...       ...        ...        ...        ...            ...            ...   \n",
-       "93029   False      False      False      False              0              0   \n",
-       "93030   False      False      False      False              0              0   \n",
-       "93031   False      False      False      False              0              0   \n",
-       "93032   False      False      False      False              0              0   \n",
-       "93033   False      False      False      False              0              0   \n",
+       "       ...  lowercase_map  titlecase_map  whitespace  printable  decimal  \\\n",
+       "48     ...              0              0       False       True     True   \n",
+       "49     ...              0              0       False       True     True   \n",
+       "50     ...              0              0       False       True     True   \n",
+       "51     ...              0              0       False       True     True   \n",
+       "52     ...              0              0       False       True     True   \n",
+       "...    ...            ...            ...         ...        ...      ...   \n",
+       "93029  ...              0              0       False       True     True   \n",
+       "93030  ...              0              0       False       True     True   \n",
+       "93031  ...              0              0       False       True     True   \n",
+       "93032  ...              0              0       False       True     True   \n",
+       "93033  ...              0              0       False       True     True   \n",
        "\n",
-       "       titlecase_map  whitespace  printable  decimal  digit  number_like  \n",
-       "160                0        True       True    False  False        False  \n",
-       "168                0       False       True    False  False        False  \n",
-       "170                0       False       True    False  False        False  \n",
-       "175                0       False       True    False  False        False  \n",
-       "178                0       False       True    False   True         True  \n",
-       "...              ...         ...        ...      ...    ...          ...  \n",
-       "93029              0       False       True     True   True         True  \n",
-       "93030              0       False       True     True   True         True  \n",
-       "93031              0       False       True     True   True         True  \n",
-       "93032              0       False       True     True   True         True  \n",
-       "93033              0       False       True     True   True         True  \n",
+       "       digit  number_like  decimal_val  digit_val  number_like_val  \n",
+       "48      True         True            0          0                0  \n",
+       "49      True         True            1          1                1  \n",
+       "50      True         True            2          2                2  \n",
+       "51      True         True            3          3                3  \n",
+       "52      True         True            4          4                4  \n",
+       "...      ...          ...          ...        ...              ...  \n",
+       "93029   True         True            5          5                5  \n",
+       "93030   True         True            6          6                6  \n",
+       "93031   True         True            7          7                7  \n",
+       "93032   True         True            8          8                8  \n",
+       "93033   True         True            9          9                9  \n",
        "\n",
-       "[3833 rows x 20 columns]"
+       "[770 rows x 23 columns]"
       ]
      },
      "execution_count": 6,
@@ -968,12 +1002,12 @@
    ],
    "source": [
     "# TEST #\n",
-    "df[~df['decomposition_type'].isna()]"
+    "df[df['decimal'] == True]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 18,
    "id": "d29860e8",
    "metadata": {},
    "outputs": [
@@ -1152,98 +1186,134 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>codepoint</th>\n",
+       "      <th>cp_start</th>\n",
+       "      <th>cp_end</th>\n",
        "      <th>uppercase_map</th>\n",
        "      <th>lowercase_map</th>\n",
+       "      <th>decimal_val</th>\n",
+       "      <th>repeat</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>65</td>\n",
+       "      <td>49</td>\n",
+       "      <td>49</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>66</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>67</td>\n",
+       "      <td>8</td>\n",
+       "      <td>33</td>\n",
        "      <td>0</td>\n",
        "      <td>32</td>\n",
+       "      <td>-9</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>68</td>\n",
-       "      <td>0</td>\n",
        "      <td>32</td>\n",
+       "      <td>32</td>\n",
+       "      <td>-32</td>\n",
+       "      <td>-32</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>69</td>\n",
+       "      <td>84</td>\n",
+       "      <td>59</td>\n",
+       "      <td>775</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>32</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2984</th>\n",
-       "      <td>125247</td>\n",
+       "      <th>1509</th>\n",
+       "      <td>34</td>\n",
+       "      <td>34</td>\n",
        "      <td>-34</td>\n",
+       "      <td>-34</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2985</th>\n",
-       "      <td>125248</td>\n",
-       "      <td>-34</td>\n",
+       "      <th>1510</th>\n",
+       "      <td>47</td>\n",
+       "      <td>14</td>\n",
+       "      <td>34</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2986</th>\n",
-       "      <td>125249</td>\n",
-       "      <td>-34</td>\n",
+       "      <th>1511</th>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1512</th>\n",
+       "      <td>4760</td>\n",
+       "      <td>4760</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>-8</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2987</th>\n",
-       "      <td>125250</td>\n",
-       "      <td>-34</td>\n",
+       "      <th>1513</th>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2988</th>\n",
-       "      <td>125251</td>\n",
-       "      <td>-34</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>2989 rows × 3 columns</p>\n",
+       "<p>1514 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      codepoint  uppercase_map  lowercase_map\n",
-       "0            65              0             32\n",
-       "1            66              0             32\n",
-       "2            67              0             32\n",
-       "3            68              0             32\n",
-       "4            69              0             32\n",
-       "...         ...            ...            ...\n",
-       "2984     125247            -34              0\n",
-       "2985     125248            -34              0\n",
-       "2986     125249            -34              0\n",
-       "2987     125250            -34              0\n",
-       "2988     125251            -34              0\n",
+       "      cp_start  cp_end  uppercase_map  lowercase_map  decimal_val  repeat\n",
+       "0           49      49              0              0            1       0\n",
+       "1            1       1              0              0            1       7\n",
+       "2            8      33              0             32           -9       0\n",
+       "3           32      32            -32            -32            0       0\n",
+       "4           84      59            775              0            0       0\n",
+       "...        ...     ...            ...            ...          ...     ...\n",
+       "1509        34      34            -34            -34            0       0\n",
+       "1510        47      14             34              0            1       0\n",
+       "1511         1       1              0              0            1       7\n",
+       "1512      4760    4760              0              0           -8       0\n",
+       "1513         1       1              0              0            1       7\n",
        "\n",
-       "[2989 rows x 3 columns]"
+       "[1514 rows x 6 columns]"
       ]
      },
      "metadata": {},
@@ -1384,13 +1454,19 @@
     "    'isPrintable': 'printable',\n",
     "    'isDecimal': 'decimal',\n",
     "    'isDigit': 'digit',\n",
-    "    'isNumberLike': 'number_like'\n",
+    "    'isNumberLike': 'number_like',\n",
+    "    'getDecimal': 'decimal_val',\n",
+    "    'getDigit': 'digit_val',\n",
+    "    'getNumberLike': 'number_like_val'\n",
     "}\n",
     "\n",
     "# Categorize these keys\n",
     "str_props = ['name','decomposition']\n",
     "bool_props = [ y for x, y in mapping.items() if x.startswith('is') ]\n",
-    "int_props = [ 'decomposition_type', 'uppercase_map', 'lowercase_map', 'titlecase_map' ]\n",
+    "int_props = [\n",
+    "    'decomposition_type', 'uppercase_map', 'lowercase_map', 'titlecase_map',\n",
+    "    'decimal_val', 'digit_val', 'number_like_val'\n",
+    "]\n",
     "\n",
     "keep_cols = ['codepoint'] # Always keep codepoint\n",
     "keep_cols += [ col_name for cfg_key, col_name in mapping.items() if u_cfg.get(cfg_key) ]\n",
@@ -1425,28 +1501,42 @@
     "df_int  = df_int .sort_values('codepoint').reset_index(drop=True)\n",
     "df_str  = df_str .sort_values('codepoint').reset_index(drop=True)\n",
     "\n",
+    "# [DELTA ENCODING]\n",
+    "def deltaEncode(df:pd.DataFrame, cols:list[str]):\n",
+    "    changed = (df[cols] != df[cols].shift()).any(axis=1)\n",
+    "    # Identify where the codepoint sequence breaks (gap > 1)\n",
+    "    sequence_broken = (df['codepoint'].diff() > 1)\n",
+    "    # A new range starts if metadata changed OR the sequence broke\n",
+    "    range_id = (changed | sequence_broken).cumsum()\n",
+    "    # 4. Group by the range_id and aggregate\n",
+    "    df = df.groupby(range_id).agg(\n",
+    "        cp_start=('codepoint', 'min'),\n",
+    "        cp_end=('codepoint', 'max'),\n",
+    "        **{col: (col, 'first') for col in cols}\n",
+    "    )\n",
+    "    df = df.reset_index(drop=True)\n",
+    "    return df\n",
+    "\n",
+    "# [RUN LENGTH ENCODING]\n",
+    "def runLengthEncoding(df):\n",
+    "    deltas = df.diff().fillna(df).astype(int)\n",
+    "    change_mask = (deltas != deltas.shift()).any(axis=1)\n",
+    "    group_ids = change_mask.cumsum()\n",
+    "    encoded_df = deltas.groupby(group_ids).first()\n",
+    "    encoded_df['repeat'] = deltas.groupby(group_ids).size() - 1\n",
+    "    return encoded_df.reset_index(drop=True)\n",
+    "\n",
     "# [BOOLEAN OPTIMIZATION]\n",
-    "# Identify where boolean changes (comparing current row to previous)\n",
-    "# We exclude the 'codepoint' from this comparison\n",
-    "metadata_cols = [c for c in df_bool.columns if c != 'codepoint']\n",
-    "metadata_changed = (df_bool[metadata_cols] != df_bool[metadata_cols].shift()).any(axis=1)\n",
-    "# Identify where the codepoint sequence breaks (gap > 1)\n",
-    "sequence_broken = (df_bool['codepoint'].diff() > 1)\n",
-    "# A new range starts if metadata changed OR the sequence broke\n",
-    "range_id = (metadata_changed | sequence_broken).cumsum()\n",
-    "# 4. Group by the range_id and aggregate\n",
-    "df_bool = df_bool.groupby(range_id).agg(\n",
-    "    cp_start=('codepoint', 'min'),\n",
-    "    cp_end=('codepoint', 'max'),\n",
-    "    **{col: (col, 'first') for col in metadata_cols}\n",
-    ")\n",
-    "df_bool = df_bool.reset_index(drop=True)\n",
+    "df_bool = deltaEncode(df_bool, [c for c in df_bool.columns if c != 'codepoint'])\n",
     "\n",
     "# [INT OPTIMIZATION]\n",
     "for k in ['uppercase_map', 'lowercase_map', 'titlecase_map']:\n",
-    "    if k not in df_int.columns: continue\n",
+    "    if k not in df_int.columns: continue # vvv make mapping relative vvv\n",
     "    df_int[k] = df_int.apply(lambda x : x[k] - x['codepoint'] if x[k] != 0 else 0, axis=1)\n",
     "\n",
+    "df_int = deltaEncode(df_int, [c for c in df_int.columns if c != 'codepoint'])\n",
+    "df_int = runLengthEncoding(df_int)\n",
+    "\n",
     "display(df_bool)\n",
     "display(df_int)\n",
     "display(df_str)"
@@ -1454,14 +1544,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
-   "id": "73cf0f32",
+   "execution_count": 25,
+   "id": "3959426e",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "False"
+       "'Size of boolean dataframe: 8667'"
       ]
      },
      "metadata": {},
@@ -1470,16 +1560,7 @@
     {
      "data": {
       "text/plain": [
-       "False"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "True"
+       "'Size of int dataframe: 36336'"
       ]
      },
      "metadata": {},
@@ -1487,24 +1568,13 @@
     }
    ],
    "source": [
-    "# TEST #\n",
-    "display(df_str.empty)\n",
-    "display(df_bool.empty)\n",
-    "display(df_int.empty)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2a0085c0",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Format of binaries\n",
-    "# \"X-ICU\"\n",
-    "# <Same Byte Size:16 -- 0 if not same size>\n",
-    "# <Amount of ranges>\n",
-    "# <cp0><cp1><byte size of block:8 -- not present if same size>"
+    "# TEST BINARY SIZE #\n",
+    "codepoint_size = 4\n",
+    "flag_size = math.ceil(1./8. * (len(df_bool.columns) - 2))\n",
+    "\n",
+    "display(f\"Size of boolean dataframe: {(2 * codepoint_size + flag_size) * len(df_bool)}\")\n",
+    "display(f\"Size of int dataframe: {(len(df_int.columns) * codepoint_size) * len(df_int)}\")\n",
+    "# TODO: size of string dataframe"
    ]
   },
   {
@@ -1516,17 +1586,7 @@
    "source": [
     "# EXPORT UNICODE #\n",
     "OUT_DIR = './out'\n",
-    "str_cols = [ 'name', 'decomposition' ]\n",
-    "cp_size = 4\n",
-    "same_size = CONFIG['general']['zeroPadStrings'] \\\n",
-    "    or CONFIG['general']['exportStringsInDedicatedFile'] \\\n",
-    "    or set(str_cols).isdisjoint(df.columns)\n",
-    "\n",
-    "\n",
-    "\n",
-    "# Select properties which are, and their size\n",
-    "for cfg_key, col_name in mapping.items():\n",
-    "    if cfg_key in df.columns and cfg_key.startswith('is'):"
+    "\n"
    ]
   },
   {
@@ -1534,18 +1594,7 @@
    "execution_count": null,
    "id": "e75c5b2f",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "True"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": []
   },
   {