Removed intermediary notebook used for cleaning data

notebooks/Untitled.ipynb

@@ -1,225 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "acad423d-8483-4c25-9a48-23ac442a5651",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import re"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "ffcfa0af-8dad-48e8-ab77-6915c7eda80a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df = pd.read_csv('data/april-data.csv')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "f80e366d-9a29-4eef-b93f-69d9658658d7",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Id</th>\n",
-       "      <th>Date/Time Requested</th>\n",
-       "      <th>Giveaway title</th>\n",
-       "      <th>Customer Name</th>\n",
-       "      <th>Email_address</th>\n",
-       "      <th>School_name</th>\n",
-       "      <th>Postal_address</th>\n",
-       "      <th>Address_line_2</th>\n",
-       "      <th>Address_city</th>\n",
-       "      <th>Postcode</th>\n",
-       "      <th>Additional_info</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>312781</td>\n",
-       "      <td>4/1/25 8:08</td>\n",
-       "      <td>April Community Collection: Gardening Bundle G...</td>\n",
-       "      <td>Kate Thompson</td>\n",
-       "      <td>kate.thompson@fhhschools.com</td>\n",
-       "      <td>Fountain Head House School</td>\n",
-       "      <td>Church Road</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Saltash</td>\n",
-       "      <td>PL12 4AE</td>\n",
-       "      <td>In our school we have an Outdoors Instructor w...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>312783</td>\n",
-       "      <td>4/1/25 8:32</td>\n",
-       "      <td>April Community Collection: Gardening Bundle G...</td>\n",
-       "      <td>Shona Wilson</td>\n",
-       "      <td>shonaedment1994@gmail.com</td>\n",
-       "      <td>S4YC @ Little Owls</td>\n",
-       "      <td>Gadbrook Road</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Northwich</td>\n",
-       "      <td>CW9 7JL</td>\n",
-       "      <td>We are currently working on our outdoor provis...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>312790</td>\n",
-       "      <td>4/1/25 9:22</td>\n",
-       "      <td>April Community Collection: Gardening Bundle G...</td>\n",
-       "      <td>Charlotte Coldham-Wood</td>\n",
-       "      <td>daveandcharwood@gmail.com</td>\n",
-       "      <td>Archbishop Benson School</td>\n",
-       "      <td>Archbishop Benson School</td>\n",
-       "      <td>Bodmin Road</td>\n",
-       "      <td>Truro</td>\n",
-       "      <td>TR1 1BN</td>\n",
-       "      <td>I would use this bundle with our SEN children,...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>312801</td>\n",
-       "      <td>4/1/25 10:37</td>\n",
-       "      <td>April Community Collection: Gardening Bundle G...</td>\n",
-       "      <td>Erica Bowen</td>\n",
-       "      <td>erica.bowen@thewillowseyc.org.uk</td>\n",
-       "      <td>The Willows School</td>\n",
-       "      <td>Fishermead Boulevard</td>\n",
-       "      <td>Fishermead</td>\n",
-       "      <td>Milton Keynes</td>\n",
-       "      <td>mk6 2lp</td>\n",
-       "      <td>I run outdoor learning at my school, we are in...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>312802</td>\n",
-       "      <td>4/1/25 10:42</td>\n",
-       "      <td>April Community Collection: Gardening Bundle G...</td>\n",
-       "      <td>Amy Smith</td>\n",
-       "      <td>amysmith@ourladyofgracercprimaryschool.co.uk</td>\n",
-       "      <td>Our Lady of Grace RC Primary School</td>\n",
-       "      <td>Highfield road</td>\n",
-       "      <td>Prestwich</td>\n",
-       "      <td>Bury</td>\n",
-       "      <td>m25 0as</td>\n",
-       "      <td>Our school is passionate about hands-on learni...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       Id Date/Time Requested  \\\n",
-       "0  312781         4/1/25 8:08   \n",
-       "1  312783         4/1/25 8:32   \n",
-       "2  312790         4/1/25 9:22   \n",
-       "3  312801        4/1/25 10:37   \n",
-       "4  312802        4/1/25 10:42   \n",
-       "\n",
-       "                                      Giveaway title           Customer Name  \\\n",
-       "0  April Community Collection: Gardening Bundle G...           Kate Thompson   \n",
-       "1  April Community Collection: Gardening Bundle G...            Shona Wilson   \n",
-       "2  April Community Collection: Gardening Bundle G...  Charlotte Coldham-Wood   \n",
-       "3  April Community Collection: Gardening Bundle G...             Erica Bowen   \n",
-       "4  April Community Collection: Gardening Bundle G...               Amy Smith   \n",
-       "\n",
-       "                                  Email_address  \\\n",
-       "0                  kate.thompson@fhhschools.com   \n",
-       "1                     shonaedment1994@gmail.com   \n",
-       "2                     daveandcharwood@gmail.com   \n",
-       "3              erica.bowen@thewillowseyc.org.uk   \n",
-       "4  amysmith@ourladyofgracercprimaryschool.co.uk   \n",
-       "\n",
-       "                           School_name            Postal_address  \\\n",
-       "0           Fountain Head House School               Church Road   \n",
-       "1                   S4YC @ Little Owls             Gadbrook Road   \n",
-       "2             Archbishop Benson School  Archbishop Benson School   \n",
-       "3                   The Willows School      Fishermead Boulevard   \n",
-       "4  Our Lady of Grace RC Primary School            Highfield road   \n",
-       "\n",
-       "  Address_line_2   Address_city  Postcode  \\\n",
-       "0            NaN        Saltash  PL12 4AE   \n",
-       "1            NaN      Northwich   CW9 7JL   \n",
-       "2    Bodmin Road          Truro   TR1 1BN   \n",
-       "3     Fishermead  Milton Keynes   mk6 2lp   \n",
-       "4      Prestwich           Bury   m25 0as   \n",
-       "\n",
-       "                                     Additional_info  \n",
-       "0  In our school we have an Outdoors Instructor w...  \n",
-       "1  We are currently working on our outdoor provis...  \n",
-       "2  I would use this bundle with our SEN children,...  \n",
-       "3  I run outdoor learning at my school, we are in...  \n",
-       "4  Our school is passionate about hands-on learni...  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "93946708-5ff0-4a1f-9e86-c29c702945c8",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for_supervised_labeling = df[["
-   ]
-  }
- ],
- "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": "3.12.9"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}