geo871_placename_experiments.ipynb

{
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   "source": [
    "## Introduction\n",
    "\n",
    "This notebook illustrates how we can use NER to search for placenames in a corpus, and enhance a gazetteer. It uses two datesets to illustrate the concepts.\n",
    "\n",
    "1) [Geograph](https://geograph.org.uk) \n",
    "This site invites users to take pictures in the UK and add descriptions. It has almost 7 million pictures, and the data are licenced using a CC By-SA licence, making them available for research as long as we keep the names of the users, and allow others to have access to any data we might create.\n",
    "\n",
    "2) [Ordnance Survey](https://ordnancesurvey.co.uk/) 50k gazetteer\n",
    "This gazetteer was published under a UK Open Government licence and contains all place name found on 1:50k maps in the UK. It is a legacy product (i.e. not used or updated any more), but it is suitable for our purposes.\n",
    "\n",
    "We are going to look for names found in the Geograph data that don't exist in the gazetteer. Since we know that many names occur multiple times, we will do this locally, to increase the chances that we really find new names.\n",
    "\n",
    "**The first block of our code reads in data and builds a simple spatial index for the gazetteer. We only need to do this once.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d5a2314b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import OSGridConverter #To convert from =SGB36 to WGS84\n",
    "import pandas as pd #To use pandas for elegant data handling\n",
    "import spacy #Our NLP tools\n",
    "import matplotlib.pyplot as plt #To plot results\n",
    "\n",
    "#Load a language model to do NLP\n",
    "nlp = spacy.load(\"en_core_web_sm\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "c78ff881",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "138639\n"
     ]
    },
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>author</th>\n",
       "      <th>title</th>\n",
       "      <th>text</th>\n",
       "      <th>lon</th>\n",
       "      <th>lat</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2749148</td>\n",
       "      <td>M J Richardson</td>\n",
       "      <td>Great Blasket Island - 1960</td>\n",
       "      <td>Looking northeast along the northwestern side ...</td>\n",
       "      <td>-10.534101</td>\n",
       "      <td>52.097794</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>635105</td>\n",
       "      <td>Bob Shires</td>\n",
       "      <td>White Beach Great Blasket</td>\n",
       "      <td>The only beach on Great Blasket as seen from t...</td>\n",
       "      <td>-10.514872</td>\n",
       "      <td>52.107609</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>635109</td>\n",
       "      <td>Bob Shires</td>\n",
       "      <td>Remaining homes on Great Blasket</td>\n",
       "      <td>The remaining few habited homes of the abandon...</td>\n",
       "      <td>-10.511764</td>\n",
       "      <td>52.104260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>259349</td>\n",
       "      <td>Nigel Cox</td>\n",
       "      <td>Coumeenoole Bay</td>\n",
       "      <td>Viewed looking back from the Dunmore Head head...</td>\n",
       "      <td>-10.463579</td>\n",
       "      <td>52.109322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16917</td>\n",
       "      <td>Pam Brophy</td>\n",
       "      <td>Clogher Beach</td>\n",
       "      <td>The exact gpr for this beach is Q3153003375. T...</td>\n",
       "      <td>-10.463338</td>\n",
       "      <td>52.157867</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        id          author                             title  \\\n",
       "0  2749148  M J Richardson       Great Blasket Island - 1960   \n",
       "1   635105      Bob Shires         White Beach Great Blasket   \n",
       "2   635109      Bob Shires  Remaining homes on Great Blasket   \n",
       "3   259349       Nigel Cox                   Coumeenoole Bay   \n",
       "4    16917      Pam Brophy                     Clogher Beach   \n",
       "\n",
       "                                                text        lon        lat  \n",
       "0  Looking northeast along the northwestern side ... -10.534101  52.097794  \n",
       "1  The only beach on Great Blasket as seen from t... -10.514872  52.107609  \n",
       "2  The remaining few habited homes of the abandon... -10.511764  52.104260  \n",
       "3  Viewed looking back from the Dunmore Head head... -10.463579  52.109322  \n",
       "4  The exact gpr for this beach is Q3153003375. T... -10.463338  52.157867  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#First we read in the geograph data\n",
    "geograph = pd.read_csv('./data/geograph_mini_corpus.csv', encoding='latin-1')\n",
    "print(len(geograph))\n",
    "geograph.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "04dc846e",
   "metadata": {},
   "source": [
    "This block demonstrates the NLP results for a single Geograph document. We use the entities later as potential toponyms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3acc01eb",
   "metadata": {},
   "outputs": [
    {
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       "<span class=\"tex2jax_ignore\"><div class=\"entities\" style=\"line-height: 2.5; direction: ltr\">This field of sheep and line of trees is in the eastern half of the square. The picture was taken looking more or less \n",
       "<mark class=\"entity\" style=\"background: #7aecec; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    ENE\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ORG</span>\n",
       "</mark>\n",
       ". The square is all farming with a few residences along the minor road leading to the village of \n",
       "<mark class=\"entity\" style=\"background: #7aecec; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;\">\n",
       "    Dun Urlann\n",
       "    <span style=\"font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem\">ORG</span>\n",
       "</mark>\n",
       ".</div></span>"
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     "text": [
      "nouns: [This field, sheep, line, trees, the eastern half, the square, The picture, more or less ENE, The square, a few residences, the minor road, the village, Dun Urlann]\n",
      "NER: ENE ORG\n",
      "NER: Dun Urlann ORG\n"
     ]
    }
   ],
   "source": [
    "#First we demonstrate how the NLP works for a single example document\n",
    "doc = nlp(geograph.text[11])\n",
    "spacy.displacy.render(doc, style=\"ent\")\n",
    "doc_nouns = list(doc.noun_chunks)\n",
    "print(\"nouns:\",doc_nouns)\n",
    "for ent in doc.ents:\n",
    "      print(\"NER:\", ent.text, ent.label_)\n",
    "          "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ed80d82",
   "metadata": {},
   "source": [
    "Now we load the gazetteer data and create a simple spatial index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "c8853829",
   "metadata": {},
   "outputs": [
    {
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       "    }\n",
       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>10</th>\n",
       "      <th>11</th>\n",
       "      <th>12</th>\n",
       "      <th>13</th>\n",
       "      <th>14</th>\n",
       "      <th>15</th>\n",
       "      <th>16</th>\n",
       "      <th>17</th>\n",
       "      <th>18</th>\n",
       "      <th>19</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>TQ6004</td>\n",
       "      <td>1066 Country Walk</td>\n",
       "      <td>TQ60</td>\n",
       "      <td>50</td>\n",
       "      <td>49.0</td>\n",
       "      <td>0</td>\n",
       "      <td>16.7</td>\n",
       "      <td>104500</td>\n",
       "      <td>560500</td>\n",
       "      <td>E</td>\n",
       "      <td>ES</td>\n",
       "      <td>E Susx</td>\n",
       "      <td>East Sussex</td>\n",
       "      <td>X</td>\n",
       "      <td>20-SEP-2011</td>\n",
       "      <td>I</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>TQ7715</td>\n",
       "      <td>1066 Country Walk</td>\n",
       "      <td>TQ60</td>\n",
       "      <td>50</td>\n",
       "      <td>54.7</td>\n",
       "      <td>0</td>\n",
       "      <td>31.5</td>\n",
       "      <td>115500</td>\n",
       "      <td>577500</td>\n",
       "      <td>E</td>\n",
       "      <td>ES</td>\n",
       "      <td>E Susx</td>\n",
       "      <td>East Sussex</td>\n",
       "      <td>X</td>\n",
       "      <td>20-SEP-2011</td>\n",
       "      <td>I</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>TQ7610</td>\n",
       "      <td>1066 Country Walk Bexhill Link</td>\n",
       "      <td>TQ60</td>\n",
       "      <td>50</td>\n",
       "      <td>52.0</td>\n",
       "      <td>0</td>\n",
       "      <td>30.5</td>\n",
       "      <td>110500</td>\n",
       "      <td>576500</td>\n",
       "      <td>E</td>\n",
       "      <td>ES</td>\n",
       "      <td>E Susx</td>\n",
       "      <td>East Sussex</td>\n",
       "      <td>X</td>\n",
       "      <td>20-SEP-2011</td>\n",
       "      <td>I</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>TQ8315</td>\n",
       "      <td>1066 Country Walk Hastings Link</td>\n",
       "      <td>TQ80</td>\n",
       "      <td>50</td>\n",
       "      <td>54.5</td>\n",
       "      <td>0</td>\n",
       "      <td>36.6</td>\n",
       "      <td>115500</td>\n",
       "      <td>583500</td>\n",
       "      <td>E</td>\n",
       "      <td>ES</td>\n",
       "      <td>E Susx</td>\n",
       "      <td>East Sussex</td>\n",
       "      <td>X</td>\n",
       "      <td>20-SEP-2011</td>\n",
       "      <td>I</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>NB5464</td>\n",
       "      <td>A' Beirghe</td>\n",
       "      <td>NB46</td>\n",
       "      <td>58</td>\n",
       "      <td>30.0</td>\n",
       "      <td>6</td>\n",
       "      <td>12.9</td>\n",
       "      <td>964500</td>\n",
       "      <td>154500</td>\n",
       "      <td>W</td>\n",
       "      <td>WI</td>\n",
       "      <td>N Eil</td>\n",
       "      <td>Na h-Eileanan an Iar</td>\n",
       "      <td>X</td>\n",
       "      <td>21-JAN-2003</td>\n",
       "      <td>U</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   0       1                                2     3   4     5   6     7   \\\n",
       "0   1  TQ6004                1066 Country Walk  TQ60  50  49.0   0  16.7   \n",
       "1   2  TQ7715                1066 Country Walk  TQ60  50  54.7   0  31.5   \n",
       "2   3  TQ7610   1066 Country Walk Bexhill Link  TQ60  50  52.0   0  30.5   \n",
       "3   4  TQ8315  1066 Country Walk Hastings Link  TQ80  50  54.5   0  36.6   \n",
       "4   5  NB5464                       A' Beirghe  NB46  58  30.0   6  12.9   \n",
       "\n",
       "       8       9  10  11      12                    13 14           15 16  \\\n",
       "0  104500  560500  E  ES  E Susx           East Sussex  X  20-SEP-2011  I   \n",
       "1  115500  577500  E  ES  E Susx           East Sussex  X  20-SEP-2011  I   \n",
       "2  110500  576500  E  ES  E Susx           East Sussex  X  20-SEP-2011  I   \n",
       "3  115500  583500  E  ES  E Susx           East Sussex  X  20-SEP-2011  I   \n",
       "4  964500  154500  W  WI   N Eil  Na h-Eileanan an Iar  X  21-JAN-2003  U   \n",
       "\n",
       "    17  18  19  \n",
       "0  199   0   0  \n",
       "1  199   0   0  \n",
       "2  199   0   0  \n",
       "3  199   0   0  \n",
       "4    8   0   0  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Read in the Ordnance Survey gazetteer\n",
    "os_50k = pd.read_csv('./data/50kgaz2012.txt',sep=':', encoding='utf8', header=None)\n",
    "os_50k.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "dd1b8b69",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The gazetteer has a total of 258487 entries.\n"
     ]
    }
   ],
   "source": [
    "#We need to create locations for each place name in decimal degrees using the data we loaded\n",
    "#os_50k[20] = os_50k[4] + os_50k[5]/60\n",
    "#os_50k[21] = os_50k[6] + os_50k[7]/60\n",
    "#os_50k.loc[os_50k[10] == 'W', 21] = -1 * os_50k.loc[os_50k[10] == 'W', 21]\n",
    "\n",
    "#Tidy up the gazetteer by dropping columns we won't use afterwards\n",
    "os_trimmed = os_50k.drop([0,1,3,4,5,6,7,10,11,12,14,15,17,18,19], axis = 1)\n",
    "os_trimmed.head()\n",
    "#os_trimmed.columns = ['name','y','x','county','type','lat','lon']\n",
    "\n",
    "os_trimmed.columns = ['name','y','x','county','type']\n",
    "os_trimmed.head()\n",
    "\n",
    "#Plot the gazetteer locations as a sanity check\n",
    "#os_trimmed.plot.scatter(x = 'x', y = 'y')\n",
    "print('The gazetteer has a total of', len(os_trimmed), 'entries.')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "9a24cd0e",
   "metadata": {},
   "outputs": [],
   "source": [
    "#We build a simple index using rectangular grid cells\n",
    "#Each cell contains all placenames from the gazetteer for that cell and can be used to do a lookup\n",
    "#cellSize determines the resolution in metres\n",
    "\n",
    "cellSize = 10000\n",
    "minx = os_trimmed['x'].min()\n",
    "maxx = os_trimmed['x'].max()\n",
    "miny = os_trimmed['y'].min()\n",
    "maxy = os_trimmed['y'].max()\n",
    "\n",
    "w = maxx - minx\n",
    "h = maxy - miny\n",
    "\n",
    "nc = int(w/cellSize) + 1\n",
    "nr = int(h/cellSize) + 1\n",
    "\n",
    "gaz = pd.DataFrame(index=range(nc),columns=range(nr))\n",
    "\n",
    "#Now we populate the index with names\n",
    "for index, row in os_trimmed.iterrows():\n",
    "    i = int((row['x'] - minx)/cellSize)\n",
    "    j = int((row['y'] - minx)/cellSize)\n",
    "    name = row['name']\n",
    "    \n",
    "    if pd.isnull(gaz.at[i,j]):\n",
    "        gaz.at[i,j] = {name}\n",
    "    else:\n",
    "        names = gaz.at[i,j]\n",
    "        names.add(name)\n",
    "        gaz.at[i,j] = names"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f300b16f",
   "metadata": {},
   "source": [
    "Here we **draw a sample of documents** from the Geograph data and perform NER on those data. \n",
    "\n",
    "The sample can either be random, or we can define a search term and extract all records containg that term.\n",
    "\n",
    "We can rerun this block to build a new sample. The size of this sample can also be changed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "11cb825e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'id': 635105,\n",
       "  'x': -182536,\n",
       "  'y': 279753,\n",
       "  'entities': (Great Blasket,),\n",
       "  'text': 'The only beach on Great Blasket as seen from the abandoned village.'},\n",
       " {'id': 16917,\n",
       "  'x': -178362,\n",
       "  'y': 284914,\n",
       "  'entities': (R559, the south east),\n",
       "  'text': 'The exact gpr for this beach is Q3153003375. The beach is situated in the south eastern corner of the  square. The square is characterised by land and sea with some residences along the minor road off the R559 which also passes through the edge of the square. The picture was taken from the north end of the beach looking towards the hill in the south east.'},\n",
       " {'id': 16578,\n",
       "  'x': -171597,\n",
       "  'y': 281175,\n",
       "  'entities': (Ceann, three),\n",
       "  'text': 'The village of Ceann Tra or Ventry lies on the coast no the northern end of this three km or so long beach. This view of the village is of the northern end.'},\n",
       " {'id': 219615,\n",
       "  'x': -156434,\n",
       "  'y': 294363,\n",
       "  'entities': (Brandon,),\n",
       "  'text': 'A view of Brandon beach looking west towards the village.'},\n",
       " {'id': 258608,\n",
       "  'x': -154857,\n",
       "  'y': 278227,\n",
       "  'entities': (Glan Mountain, Minard Castle),\n",
       "  'text': 'The beach and side slopes of Glan Mountain as viewed from south of Minard Castle.'},\n",
       " {'id': 484604,\n",
       "  'x': -152618,\n",
       "  'y': 291831,\n",
       "  'entities': (Brandon Strand,),\n",
       "  'text': 'Brandon Mountain viewed from Brandon Strand a beautiful beach with a wonderful mountain backdrop.'},\n",
       " {'id': 332887,\n",
       "  'x': -147762,\n",
       "  'y': 296963,\n",
       "  'entities': (Corralougha Strand,\n",
       "   Brandon Bay,\n",
       "   Stradbally Mountain,\n",
       "   Beenoskee),\n",
       "  'text': 'Corralougha Strand is the beach at the northern end of Brandon Bay. This view looks across the bay towards Stradbally Mountain and Beenoskee.'},\n",
       " {'id': 1397185,\n",
       "  'x': -146159,\n",
       "  'y': 292652,\n",
       "  'entities': (Castlegregory, 1370200, Tralee Bay, the Slieve Mish Mountains),\n",
       "  'text': 'The view of this beach was taken at the end of the lane that leads from Castlegregory past the new school. It is the southeastern continuation of the wonderful beach in [[1370200]]. Beyond the waters of Tralee Bay looms the Slieve Mish Mountains.'},\n",
       " {'id': 55129,\n",
       "  'x': -127947,\n",
       "  'y': 441737,\n",
       "  'entities': (Mweel Rea,),\n",
       "  'text': 'Looking east from the beach towards the Mweel Rea mountains'},\n",
       " {'id': 15803,\n",
       "  'x': -145620,\n",
       "  'y': 279171,\n",
       "  'entities': (the Ring of Kerry,),\n",
       "  'text': 'This lovely beach on the Dingle peninsula is in the western half of the grid square running diagonally from north to south across it. The mountains and hills in the picture are of the Ring of Kerry.'},\n",
       " {'id': 1215968,\n",
       "  'x': -145504,\n",
       "  'y': 278869,\n",
       "  'entities': (Red Cliff, Dingle),\n",
       "  'text': 'Looking west from the beach to Red Cliff and the hills of the Dingle peninsula.'},\n",
       " {'id': 1211221,\n",
       "  'x': -146477,\n",
       "  'y': 269700,\n",
       "  'entities': (Dingle, Dingle Bay),\n",
       "  'text': 'Looking north along the peninsula from the rocky shore south of the beach. The hills of Dingle in the distance on the other side of Dingle Bay.'},\n",
       " {'id': 1212947,\n",
       "  'x': -145015,\n",
       "  'y': 277842,\n",
       "  'entities': (three-mile,\n",
       "   the Inveragh Peninsula,\n",
       "   Dingle Bay,\n",
       "   Teermoyle Mountain,\n",
       "   David Lean's,\n",
       "   Ryan's Daughter'),\n",
       "  'text': \"Looking south-west from the excellent three-mile long beach to the hills of the Inveragh Peninsula on the other side of Dingle Bay. Teermoyle Mountain in the centre. The beach was used extensively for David Lean's film 'Ryan's Daughter'. Also good for bass fishing.\"},\n",
       " {'id': 1393049,\n",
       "  'x': -121985,\n",
       "  'y': 449393,\n",
       "  'entities': (County Mayo, Knockmore),\n",
       "  'text': 'Northern end of a magnificent beach in southern County Mayo. Numerous paw marks on the beach left by the dogs seen in the distance. The hill in the background is Knockmore on Clare Island [[L6686]].'},\n",
       " {'id': 192216,\n",
       "  'x': -119869,\n",
       "  'y': 442059,\n",
       "  'entities': (Killary Bay Little,\n",
       "   Killary Harbour,\n",
       "   Ireland,\n",
       "   Killary Harbour,\n",
       "   Rosroe,\n",
       "   Mweel Rea,\n",
       "   the Ice Age),\n",
       "  'text': \"The bungalow is at GR762644 and is viewed from the beach car park. Killary Bay Little is clearly visible but Killary Harbour (Ireland's fjord) is not. Killary Harbour itself lies beyond the low peninsula of Rosroe which is visible but doesn't really separate from the mountain backdrop. The flanks of Mweel Rea have been steepened and planed flat (truncated) by glacial ice during the Ice Age.\"},\n",
       " {'id': 1983050,\n",
       "  'x': -135833,\n",
       "  'y': 288773,\n",
       "  'entities': (Derrymore Strand, the Slieve Mish Mountains),\n",
       "  'text': 'This road leads to a car park at Derrymore Strand from the N86.  This view looks away from the beach towards the Slieve Mish Mountains.'},\n",
       " {'id': 1578265,\n",
       "  'x': -117501,\n",
       "  'y': 398407,\n",
       "  'entities': (Lettermullan, Golam Island),\n",
       "  'text': 'Rock pools at the high-tide level almost make an island of the rocky promontory at the western end of Lettermullan. In the distance a tower can be seen atop the low hill. This appears to be connected with the signal tower on Golam Island. There is also a harbour wall to prevent massive waves running further along this low-lying beach and inundating small fields.'},\n",
       " {'id': 1404027,\n",
       "  'x': -110527,\n",
       "  'y': 458826,\n",
       "  'entities': (The Nephin Beg Mountains, Clew Bay),\n",
       "  'text': 'A stream has eroded the beach at this point. The Nephin Beg Mountains can be seen beyond the far shore of Clew Bay.'},\n",
       " {'id': 1883247,\n",
       "  'x': -116782,\n",
       "  'y': 336543,\n",
       "  'entities': (half, Kilkee),\n",
       "  'text': 'This is the southern half of the seafront at Kilkee.  There is a wide sandy gently-shelving beach here making the village popular for family holidays.'},\n",
       " {'id': 2634638,\n",
       "  'x': -103240,\n",
       "  'y': 378313,\n",
       "  'entities': (),\n",
       "  'text': 'Looking down from the graveyard to the main village and beach.'},\n",
       " {'id': 867888,\n",
       "  'x': -84653,\n",
       "  'y': 424006,\n",
       "  'entities': (),\n",
       "  'text': 'The forest is deciduous in nature standing above a narrow shingle beach.'},\n",
       " {'id': 1157340,\n",
       "  'x': -18645,\n",
       "  'y': 560475,\n",
       "  'entities': (Loughros Beg Bay, Maghera),\n",
       "  'text': 'The mountain slopes downward to Loughros Beg Bay and the beach at Maghera. Caves in the mountainside are said to be accessible only at low tide.'},\n",
       " {'id': 1653499,\n",
       "  'x': -18007,\n",
       "  'y': 567206,\n",
       "  'entities': (the Slievetooey Mountains,),\n",
       "  'text': 'View is to southwest. Note the cows enjoying a day at the beach in the foreground and the Slievetooey Mountains in the background.'},\n",
       " {'id': 2880096,\n",
       "  'x': -18412,\n",
       "  'y': 545999,\n",
       "  'entities': (),\n",
       "  'text': 'A beautiful beach with homes built into the hillside we could live here in retirement we both agreed'},\n",
       " {'id': 349427,\n",
       "  'x': -4502,\n",
       "  'y': 533012,\n",
       "  'entities': (two miles, Rossnowlagh, Creevy),\n",
       "  'text': 'About two miles south west of Rossnowlagh beach and is locally referred to as Creevy which is a townland to the east.  '},\n",
       " {'id': 774541,\n",
       "  'x': 24622,\n",
       "  'y': 602549,\n",
       "  'entities': (Muckish Mountain,),\n",
       "  'text': 'A river and small cottage near the beach. Muckish Mountain can be seen in the far distance.'},\n",
       " {'id': 2833915,\n",
       "  'x': 6668,\n",
       "  'y': 243281,\n",
       "  'entities': (Tower Hill, Ardmore beach),\n",
       "  'text': 'As seen from Tower Hill with Ardmore beach in the distance'},\n",
       " {'id': 1998783,\n",
       "  'x': 64860,\n",
       "  'y': 794030,\n",
       "  'entities': (Eorasdail, Vatersay),\n",
       "  'text': 'Beautiful south-facing sandy beach just to the east of the deserted village of Eorasdail on Vatersay'},\n",
       " {'id': 2059912,\n",
       "  'x': 65690,\n",
       "  'y': 804290,\n",
       "  'entities': (),\n",
       "  'text': 'Looking from the headland towards the beaches and hills further south.'},\n",
       " {'id': 1364230,\n",
       "  'x': 66040,\n",
       "  'y': 803580,\n",
       "  'entities': (Allathasdal, Beinn Cleit),\n",
       "  'text': 'This burn meanders across the machair above the beach at Allathasdal. The prominent hill is Beinn Cleit.'},\n",
       " {'id': 2059858,\n",
       "  'x': 66890,\n",
       "  'y': 804900,\n",
       "  'entities': (Cleit, Barra, South Uist),\n",
       "  'text': 'A fine morning on the sandy beach at Cleit.The view extends to the northern peninsula of Barra and the hills of South Uist beyond.'},\n",
       " {'id': 2058632,\n",
       "  'x': 66940,\n",
       "  'y': 804860,\n",
       "  'entities': (Cleit,),\n",
       "  'text': 'North facing beach below the township of Cleit.'},\n",
       " {'id': 2068749,\n",
       "  'x': 67180,\n",
       "  'y': 804900,\n",
       "  'entities': (Cleit, South Uist),\n",
       "  'text': 'Evening light at Cleit beach. The view extends to the northern peninsula of barra and the hills of South Uist beyond.'},\n",
       " {'id': 2068926,\n",
       "  'x': 69600,\n",
       "  'y': 807770,\n",
       "  'entities': (Dun Sgurabhal,),\n",
       "  'text': 'The northern end of this fine beach looking towards Dun Sgurabhal which sits on the hilltop.'},\n",
       " {'id': 1472124,\n",
       "  'x': 71860,\n",
       "  'y': 829890,\n",
       "  'entities': (),\n",
       "  'text': 'Kelp building up against the headland. There were also some tree trunks that had been hauled up off the beach onto the edge of the machair.'},\n",
       " {'id': 444209,\n",
       "  'x': 75410,\n",
       "  'y': 846400,\n",
       "  'entities': (Bágh Tuath,),\n",
       "  'text': 'Beyond the hill is the sandy beach of Bágh Tuath.'},\n",
       " {'id': 2902329,\n",
       "  'x': 76270,\n",
       "  'y': 854030,\n",
       "  'entities': (Culla,),\n",
       "  'text': 'Telephoto of beach at Culla brings the hills closer.'},\n",
       " {'id': 15059,\n",
       "  'x': 83500,\n",
       "  'y': 879500,\n",
       "  'entities': (),\n",
       "  'text': 'Trig on a small hill that was probably once an island. Now its at the end of a very long beach.'},\n",
       " {'id': 2905930,\n",
       "  'x': 88770,\n",
       "  'y': 880880,\n",
       "  'entities': (Berneray, west beach, Harris),\n",
       "  'text': \"The sea was quiet on Berneray's west beach.  The snow capped hills of Harris are in the background.\"},\n",
       " {'id': 504659,\n",
       "  'x': 90170,\n",
       "  'y': 882420,\n",
       "  'entities': (),\n",
       "  'text': 'Another view along this superb beach. Hills of South Harris in the distance.'},\n",
       " {'id': 2044648,\n",
       "  'x': 90800,\n",
       "  'y': 882780,\n",
       "  'entities': (Berneray, Harris),\n",
       "  'text': 'Behind the beach and dune system is an extensive area of machair that covers much of the western side of Berneray. Looking north towards the hills of Harris.'},\n",
       " {'id': 330070,\n",
       "  'x': 92540,\n",
       "  'y': 883430,\n",
       "  'entities': (Berneray,),\n",
       "  'text': 'The extensive western beach of Berneray is prominent from the hillside.'},\n",
       " {'id': 504641,\n",
       "  'x': 93430,\n",
       "  'y': 881810,\n",
       "  'entities': (Harris,),\n",
       "  'text': 'Another beautiful white sand beach with a view towards the Harris hills and a myriad of islets.'},\n",
       " {'id': 62759,\n",
       "  'x': 93500,\n",
       "  'y': 882500,\n",
       "  'entities': (Sand Hill Farm, East, Cemetery),\n",
       "  'text': 'An old ruin of a black house on Sand Hill Farm at the end of the East beach. Leads up to the old Cemetery that is not used any more.'},\n",
       " {'id': 2599152,\n",
       "  'x': 97913,\n",
       "  'y': 891250,\n",
       "  'entities': (),\n",
       "  'text': 'A beautiful beach with the hills of Maodal and Greabhal beyond.'},\n",
       " {'id': 467056,\n",
       "  'x': 99460,\n",
       "  'y': 898820,\n",
       "  'entities': (South Harris,),\n",
       "  'text': 'This fine beach lies near the SW tip of West Taransay with lovely views across the Sound of Taransay to the hill of South Harris'},\n",
       " {'id': 3274753,\n",
       "  'x': 99880,\n",
       "  'y': 892520,\n",
       "  'entities': (Taransay, Harris, Traigh Sgarasta),\n",
       "  'text': 'The island of Taransay and Harris hills behind it form the backdrop to this view across the dunes at Traigh Sgarasta (Scarista beach).'},\n",
       " {'id': 3274769,\n",
       "  'x': 104610,\n",
       "  'y': 896910,\n",
       "  'entities': (Harris,),\n",
       "  'text': 'Looking across this beautiful sandy beach towards the hills of northern Harris.'},\n",
       " {'id': 1515127,\n",
       "  'x': 105900,\n",
       "  'y': 897380,\n",
       "  'entities': (),\n",
       "  'text': 'The beach of Tràigh Sheilebost [[NG0697]] which forms a bar across the bay in the middle distance. The crofting township of Losgaintir can be seen on the far shore at the foot of Beinn Dhubh.'},\n",
       " {'id': 1618906,\n",
       "  'x': 108919,\n",
       "  'y': 936730,\n",
       "  'entities': (Valtos,),\n",
       "  'text': 'On a quiet hillside between the village and the beach sits the cemetery at Valtos.'},\n",
       " {'id': 1347766,\n",
       "  'x': 109620,\n",
       "  'y': 936830,\n",
       "  'entities': (two,),\n",
       "  'text': 'The two small sandy beaches in the bay below the village.'},\n",
       " {'id': 1292478,\n",
       "  'x': 107540,\n",
       "  'y': 901110,\n",
       "  'entities': (Huisinis,),\n",
       "  'text': 'The beach of Mol an Tighe with the Huisinis mountains in the background'},\n",
       " {'id': 439770,\n",
       "  'x': 110600,\n",
       "  'y': 935800,\n",
       "  'entities': (Kneep,),\n",
       "  'text': 'View from the Machair showing the beach and the village of Kneep.  The campsite is just hidden from view on the left hand side.'},\n",
       " {'id': 1255694,\n",
       "  'x': 108460,\n",
       "  'y': 896330,\n",
       "  'entities': (Seilebost,),\n",
       "  'text': 'Meandering outlet of a burn at the head of the Seilebost beaches. Looking down from the hill at high water.'},\n",
       " {'id': 2033269,\n",
       "  'x': 111590,\n",
       "  'y': 935240,\n",
       "  'entities': (),\n",
       "  'text': 'View down to this beach from the surrounding hills.'},\n",
       " {'id': 3146973,\n",
       "  'x': 64882,\n",
       "  'y': 267108,\n",
       "  'entities': (two, Bouley Bay, Duncannon Fort, Duncannon, Waterford Harbour),\n",
       "  'text': 'We never did discover what these two were busy collecting from the tidal rocks at Bouley Bay. In the middle distance to the right is Duncannon Fort and other buildings on the cliffs at Duncannon [[S7208]]. The beach and hills on the far side of Waterford Harbour are in County Waterford.'},\n",
       " {'id': 2527241,\n",
       "  'x': 93357,\n",
       "  'y': 596531,\n",
       "  'entities': (Downhill Strand, Mussenden, Downhill, Magilligan, Donegal),\n",
       "  'text': 'Downhill Strand as viewed from Mussenden Temple [[2520722]]. The beach at Downhill extends to Benone and then onto Magilligan. The hills to the right are in Donegal.'},\n",
       " {'id': 1442021,\n",
       "  'x': 122839,\n",
       "  'y': 901700,\n",
       "  'entities': (the Western Isles, two, The white house, House),\n",
       "  'text': 'The last place in the Western Isles to get a road link into the village. In former times there was a moorland track and this landing beach which were the only two ways of access. In stormy weather the landing beach was too exposed. The white house with the distinctive porthole shaped wind is Tighe na Mara and is well named -literally- \"House by the Sea\"'},\n",
       " {'id': 1447427,\n",
       "  'x': 115079,\n",
       "  'y': 755260,\n",
       "  'entities': (Port,),\n",
       "  'text': 'Just to the east of the secluded bay and beach of Port an t-Saoir. Machair in the foreground gives way to a jumble of low rocky hills to the north.'},\n",
       " {'id': 1448677,\n",
       "  'x': 115230,\n",
       "  'y': 755230,\n",
       "  'entities': (Port,),\n",
       "  'text': 'Just to the east of the secluded bay and beach of Port an t-Saoir. Machair in the foreground gives way to a jumble of low rocky hills to the north.'},\n",
       " {'id': 1546763,\n",
       "  'x': 122370,\n",
       "  'y': 854660,\n",
       "  'entities': (Skye, South Harris),\n",
       "  'text': 'View over stone wall towards one of the Skye coral beaches.  The hills of South Harris are faintly visible on the horizon.'},\n",
       " {'id': 609309,\n",
       "  'x': 106638,\n",
       "  'y': 599934,\n",
       "  'entities': (White Rocks, County Donegal),\n",
       "  'text': 'The sandy beach is the White Rocks strand with Portrush round the next headland. The mountain range is in County Donegal.'},\n",
       " {'id': 3147410,\n",
       "  'x': 85245,\n",
       "  'y': 264404,\n",
       "  'entities': (Ballyteige Strand, Kilmore Quay, Forth Mountain),\n",
       "  'text': 'A path runs across the low-lying country behind the dunes which flank Ballyteige Strand. The fence marks the boundary of the bird reserve which occupies much of the beach together with the dunes and lagoon behind. The windfarm stands close to the road inland from Kilmore Quay. Forth Mountain   [[S9718]] stands on the horizon.'},\n",
       " {'id': 763026,\n",
       "  'x': 126780,\n",
       "  'y': 854190,\n",
       "  'entities': (the Bay township, Loch Bay),\n",
       "  'text': 'A track that runs from the Bay township to the beach at the head of Loch Bay.'},\n",
       " {'id': 1917979,\n",
       "  'x': 127630,\n",
       "  'y': 859570,\n",
       "  'entities': (),\n",
       "  'text': 'Appears to have been created quite recently for forestry vehicles to clear trees on the beach. My O/S map only shows a footpath here.'},\n",
       " {'id': 3132163,\n",
       "  'x': 131020,\n",
       "  'y': 800910,\n",
       "  'entities': (Mesolithic,),\n",
       "  'text': 'All along the beach you can find small lumps of the Bloodstone from which the hill is named.  Bloodstone is a green stone with flecks of red.  It can be worked in a similar way to flint and was apparently used in the Mesolithic period to produce hand tools and arrow heads.'},\n",
       " {'id': 2453774,\n",
       "  'x': 128080,\n",
       "  'y': 742510,\n",
       "  'entities': (Boulder beach,),\n",
       "  'text': 'Boulder beach at the north of the island. The village site is just beneath the crags in the distance.'},\n",
       " {'id': 409814,\n",
       "  'x': 124410,\n",
       "  'y': 671260,\n",
       "  'entities': (),\n",
       "  'text': 'The extensive boulder field beyond the obliging cow is an excellent example of a raised beach. The hills in the far distance are the Paps of Jura.'},\n",
       " {'id': 3125009,\n",
       "  'x': 88641,\n",
       "  'y': 8329,\n",
       "  'entities': (Troy,),\n",
       "  'text': 'The owners had just paddled around from Troy Town beach.'},\n",
       " {'id': 756687,\n",
       "  'x': 129460,\n",
       "  'y': 674910,\n",
       "  'entities': (Port Domhain,),\n",
       "  'text': 'Looking east along the beach towards Port Domhain and the distant hills of north Islay.'},\n",
       " {'id': 205070,\n",
       "  'x': 146299,\n",
       "  'y': 938600,\n",
       "  'entities': (the Angus River, The Golden Sands),\n",
       "  'text': 'Coll beach viewed across the mouth of the Angus River. It is locally known as \"The Golden Sands\". The village of Inner Coll can be seen across the bay.'},\n",
       " {'id': 1968230,\n",
       "  'x': 90309,\n",
       "  'y': 10380,\n",
       "  'entities': (Southern, Hugh Town),\n",
       "  'text': 'Southern beach at Hugh Town'},\n",
       " {'id': 812201,\n",
       "  'x': 90809,\n",
       "  'y': 10750,\n",
       "  'entities': (),\n",
       "  'text': 'Looking down on the beach from the hill behind the lifeboat station.'},\n",
       " {'id': 826982,\n",
       "  'x': 141140,\n",
       "  'y': 820340,\n",
       "  'entities': (today,),\n",
       "  'text': 'A great day for the beach - and a great day for the hills. There were plenty of people on each today.'},\n",
       " {'id': 386288,\n",
       "  'x': 148070,\n",
       "  'y': 868420,\n",
       "  'entities': (),\n",
       "  'text': 'Looking past Quiraing Lodge over the beach at the cloud covered mountains'},\n",
       " {'id': 2644659,\n",
       "  'x': 153790,\n",
       "  'y': 949550,\n",
       "  'entities': (Traigh,\n",
       "   Big Beach,\n",
       "   Traigh Ghearadha,\n",
       "   Garry Beach,\n",
       "   Tolsta village),\n",
       "  'text': 'Rocky headland separating the beaches of Traigh Mor / Big Beach (distance) and Traigh Ghearadha / Garry Beach (foreground). Tolsta village is on the skyline.'},\n",
       " {'id': 466455,\n",
       "  'x': 138949,\n",
       "  'y': 697820,\n",
       "  'entities': (Uragaig,),\n",
       "  'text': 'The map marks the level area below the hill as a raised beach. The houses are at Uragaig.'},\n",
       " {'id': 24801,\n",
       "  'x': 140799,\n",
       "  'y': 698400,\n",
       "  'entities': (Colonsay,),\n",
       "  'text': 'The beach from the highest hill on Colonsay.'},\n",
       " {'id': 2447816,\n",
       "  'x': 150960,\n",
       "  'y': 838860,\n",
       "  'entities': (Creagan,),\n",
       "  'text': 'The beach lies just to the south of the township of Camastianavaig. The hill is Creagan na Sgalain.'},\n",
       " {'id': 2323475,\n",
       "  'x': 151780,\n",
       "  'y': 813610,\n",
       "  'entities': (),\n",
       "  'text': 'The river tumbles steeply through Elgol village to enter the sea across a stony beach just behind the photographer.'},\n",
       " {'id': 1089320,\n",
       "  'x': 144220,\n",
       "  'y': 671190,\n",
       "  'entities': (the Isle of Jura, Feolin, Islay),\n",
       "  'text': 'The jetty for the Isle of Jura ferry at Feolin is in the distance behind and just left of the beached boat with the hills of eastern Islay rising up behind on the far side of the Sound.'},\n",
       " {'id': 1551827,\n",
       "  'x': 128680,\n",
       "  'y': 368503,\n",
       "  'entities': (South beach, Greystones, Bray Head),\n",
       "  'text': 'South beach at Greystones. The grey rocks which gave the town its name can be seen nearer the town and Bray Head beyond.'},\n",
       " {'id': 750037,\n",
       "  'x': 155310,\n",
       "  'y': 816880,\n",
       "  'entities': (Kilmarie, Red Hills),\n",
       "  'text': 'Looking north along the road by Kilmarie beach towards the Red Hills'},\n",
       " {'id': 806600,\n",
       "  'x': 155389,\n",
       "  'y': 817200,\n",
       "  'entities': (Abhainn Cille Mhaire, Kilmarie, Kilmarie House, Bla Bheinn),\n",
       "  'text': 'Abhainn Cille Mhaire crosses the beach at Kilmarie before entering the sea.  Kilmarie House is in the trees on the left.  Bla Bheinn is on the skyline on the right.'},\n",
       " {'id': 1551474,\n",
       "  'x': 129784,\n",
       "  'y': 360138,\n",
       "  'entities': (about 1 mile, Newcastle),\n",
       "  'text': 'This pebbley beach is actually about 1 mile from the village of Newcastle. The Dublin to Rosslare railway runs alongside it.'},\n",
       " {'id': 1399699,\n",
       "  'x': 158222,\n",
       "  'y': 832515,\n",
       "  'entities': (Skye,),\n",
       "  'text': 'Boulders mix with pebbles on this west-facing beach.  Hills of southern Skye visible beyond.'},\n",
       " {'id': 1896689,\n",
       "  'x': 148430,\n",
       "  'y': 663360,\n",
       "  'entities': (Eastern Islay, the Abhainn Bheag, Jura House, 2, Traigh),\n",
       "  'text': 'Looking towards the surprisingly rugged hills of Eastern Islay from the viewpoint above the Abhainn Bheag near Jura House. 2 figures stroll across Traigh Bhan beach.'},\n",
       " {'id': 2701935,\n",
       "  'x': 158269,\n",
       "  'y': 819130,\n",
       "  'entities': (Loch Slapin, Suisnish, one year earlier, November),\n",
       "  'text': 'A beach of pebbles and bedrock backed by incomparable mountains. A fitting conclusion to a walk up Loch Slapin from the deserted village of Suisnish. I did the walk just one year earlier in similar benign November weather and found a similar sense of wonder at this beach. [[[2172225]]]'},\n",
       " {'id': 2172225,\n",
       "  'x': 158290,\n",
       "  'y': 819130,\n",
       "  'entities': (Loch Slapin, Suisnish),\n",
       "  'text': 'A beach of pebbles and bedrock backed by incomparable mountains.  A fitting conclusion to a walk up Loch Slapin from the deserted village of Suisnish.'},\n",
       " {'id': 2976986,\n",
       "  'x': 153600,\n",
       "  'y': 721590,\n",
       "  'entities': (Carsaig House,),\n",
       "  'text': 'Looking along the shore from the west end of the sandy beach. Carsaig House is among the trees on the right.'},\n",
       " {'id': 2978992,\n",
       "  'x': 154230,\n",
       "  'y': 721480,\n",
       "  'entities': (Carsaig,),\n",
       "  'text': 'This part of the beach at Carsaig is bouldery rather than sandy. There has evidently been some felling of trees along the path. In the distance is the boathouse.'},\n",
       " {'id': 2105414,\n",
       "  'x': 155339,\n",
       "  'y': 721130,\n",
       "  'entities': (Loch Buie, a long time ago),\n",
       "  'text': 'The path to Loch Buie makes its way along the raised beach at the foot of significant cliffs. Here is a jumble of large rocks which have obviously tumbled from the hillside a long time ago.'},\n",
       " {'id': 1029685,\n",
       "  'x': 161593,\n",
       "  'y': 813435,\n",
       "  'entities': (Ord beach, Loch Eishort, Strathaird, the Cuillin Hills),\n",
       "  'text': 'The view from Ord beach across Loch Eishort towards the Strathaird peninsula and to the Cuillin Hills in the far distance'},\n",
       " {'id': 144273,\n",
       "  'x': 163100,\n",
       "  'y': 826000,\n",
       "  'entities': (),\n",
       "  'text': 'A rocky beach pinned between forest and sea. Looking east.'},\n",
       " {'id': 899570,\n",
       "  'x': 162860,\n",
       "  'y': 771740,\n",
       "  'entities': (Aird Tobha,),\n",
       "  'text': 'Rugged hillside overlooking the beaches at Ardtoe/ Aird Tobha.'},\n",
       " {'id': 428954,\n",
       "  'x': 152726,\n",
       "  'y': 562523,\n",
       "  'entities': (Belfast, Larne, Ballygally, Ballygally Head, Ballygawn),\n",
       "  'text': 'When approaching from the Belfast/Larne direction Ballygally (also \\x93Ballygalley\\x94) Bay remains hidden until Ballygally Head is passed.  The bay and surrounding hills unfold in a most attractive manner.  Most of the bay is large pebbles with a small sandy beach at the far end.  This is the view from beside the small slipway with Ballycoos and Ballygawn visible in the background.'},\n",
       " {'id': 2155,\n",
       "  'x': 151243,\n",
       "  'y': 533540,\n",
       "  'entities': (Belfast Lough,\n",
       "   the Belfast Harbour Estate,\n",
       "   Black Mountain,\n",
       "   Belfast),\n",
       "  'text': 'Stream and shell beach on the edge of Belfast Lough.  The office building is on the Belfast Harbour Estate.  The sun is setting behind Black Mountain beyond Belfast.'},\n",
       " {'id': 836047,\n",
       "  'x': 165789,\n",
       "  'y': 790660,\n",
       "  'entities': (Traigh House, Traigh, Traigh Farm),\n",
       "  'text': 'Traigh House is partially hidden behind trees on the left of the picture. The middle building is Traigh Gatehouse and the other is Traigh Cottage which are part of Traigh Farm. This picture was taken from the beach.'},\n",
       " {'id': 1372673,\n",
       "  'x': 175660,\n",
       "  'y': 878280,\n",
       "  'entities': (),\n",
       "  'text': 'Looking along the superb beach towards the township.'},\n",
       " {'id': 1195101,\n",
       "  'x': 172360,\n",
       "  'y': 800010,\n",
       "  'entities': (the west edge, Knoydart, Rubha Raonuill, kayak),\n",
       "  'text': 'This view from a quiet beach on the west edge of Knoydart shows the setting sun on the hillside at the back of Rubha Raonuill. This proved an excellent sea kayak camping spot from which to view the setting sun.'},\n",
       " {'id': 993010,\n",
       "  'x': 167060,\n",
       "  'y': 698510,\n",
       "  'entities': (Jura, one),\n",
       "  'text': 'It can be quite a battle finding away off the crags of Jura. Getting from hill to raised beach involves route finding skills and a fair bit of trial and error. This slanting rake dealt with one band of crags.'},\n",
       " {'id': 383739,\n",
       "  'x': 164500,\n",
       "  'y': 617500,\n",
       "  'entities': (Slate Hill, Machrihanish),\n",
       "  'text': 'Killypole loch from Slate Hill with Machrihanish and westport beaches in the distance'},\n",
       " {'id': 484749,\n",
       "  'x': 164890,\n",
       "  'y': 622100,\n",
       "  'entities': (Machrihanish,),\n",
       "  'text': 'Machrihanish village can be seen at the end of the beach [[NR6320]].'},\n",
       " {'id': 3225152,\n",
       "  'x': 165480,\n",
       "  'y': 626170,\n",
       "  'entities': (Kintyre,),\n",
       "  'text': 'A vast beach at the lowland gap between the hilly bits of Kintyre.'},\n",
       " {'id': 1696113,\n",
       "  'x': 177000,\n",
       "  'y': 817900,\n",
       "  'entities': (Port Aslaig,),\n",
       "  'text': 'Shingle beach at Port Aslaig. Village of Glenelg in the distance.'},\n",
       " {'id': 3313672,\n",
       "  'x': 180440,\n",
       "  'y': 875630,\n",
       "  'entities': (Loch Gairloch, Gairloch beach),\n",
       "  'text': 'The view over Loch Gairloch shows Gairloch beach and the mountain Meall Achadh Deisteil. Taken on a lovely sunny summer afternoon.'},\n",
       " {'id': 3225115,\n",
       "  'x': 167940,\n",
       "  'y': 640090,\n",
       "  'entities': (A83,),\n",
       "  'text': 'The A83 and village on a raised beach.'},\n",
       " {'id': 134172,\n",
       "  'x': 181499,\n",
       "  'y': 888500,\n",
       "  'entities': (the Fisherfield Forest,),\n",
       "  'text': 'Looking south along the beach and across the waters of Loch Ewe towards the distant mountains of the Fisherfield Forest.'},\n",
       " {'id': 1736985,\n",
       "  'x': 163247,\n",
       "  'y': 536346,\n",
       "  'entities': (Bangor harbour, Skipping Stone, Pickie, Pickie),\n",
       "  'text': 'The entrance to Bangor harbour at night as viewed from the little Skipping Stone beach past Pickie. On the right is the Pickie breakwater and straight ahead is the Eisenhower Pier with navigation beacon at the far end [[1703293]]. The lights of the town are behind. See also [[1725056]] for a similar but slightly closer view.'},\n",
       " {'id': 933682,\n",
       "  'x': 137150,\n",
       "  'y': 21710,\n",
       "  'entities': (one,),\n",
       "  'text': 'This is the beach side entrance to the tunnel which connects the beach to the village. The miners who cut the tunnel exploited one of the weaker bands in the granite which can be seen rising from the top of the tunnel. This accounts for the slanted profile of the tunnel entrance.'},\n",
       " {'id': 2616838,\n",
       "  'x': 169250,\n",
       "  'y': 648850,\n",
       "  'entities': (the Kintyre Peninsula,),\n",
       "  'text': 'This southerly view shows the Kintyre Way passing between the beach and the forest with the Kintyre Peninsula on the skyline.'},\n",
       " {'id': 1851421,\n",
       "  'x': 171539,\n",
       "  'y': 661590,\n",
       "  'entities': (Kintyre, West Loch Tarbert),\n",
       "  'text': 'Signposted path to an interesting coastline of raised beaches and waterfalls. The forests of Kintyre can be seen across the mouth of West Loch Tarbert.'},\n",
       " {'id': 1995592,\n",
       "  'x': 139279,\n",
       "  'y': 22600,\n",
       "  'entities': (Treen,),\n",
       "  'text': 'The track from Treen village past the campsite leads to the coast path and the paths to the beaches'},\n",
       " {'id': 1418002,\n",
       "  'x': 139305,\n",
       "  'y': 22518,\n",
       "  'entities': (Treen, Pednvounder, Cornish),\n",
       "  'text': \"This is the end of the lane which leads from Treen to the coast and Pednvounder beach - pednvounder is Cornish for 'the end of the lane'.\"},\n",
       " {'id': 8431,\n",
       "  'x': 180499,\n",
       "  'y': 819500,\n",
       "  'entities': (winter,),\n",
       "  'text': 'The mountains merge with the pale winter sky above the shingle beach. '},\n",
       " {'id': 36538,\n",
       "  'x': 142260,\n",
       "  'y': 23090,\n",
       "  'entities': (),\n",
       "  'text': 'A few houses can be found nestling amongst the trees above this cove.  There is no beach here.  The shoreline is covered with rounded granite boulders.'},\n",
       " {'id': 1960325,\n",
       "  'x': 185220,\n",
       "  'y': 805520,\n",
       "  'entities': (John Muir Trust, first, thousands),\n",
       "  'text': 'The stream runs out of the steeper ground onto a delta based on a raised beach. Since John Muir Trust made this their first property it has been deer fenced and planted with thousands of trees. The effect of some of them can be seen here.'},\n",
       " {'id': 3108827,\n",
       "  'x': 181589,\n",
       "  'y': 729710,\n",
       "  'entities': (Lismore, Morvern),\n",
       "  'text': 'Pebble beach with a great variety of rock types. Looking out across the firth towards the lighthouse at the southern tip of Lismore and the hills of Morvern beyond.'},\n",
       " {'id': 895815,\n",
       "  'x': 151200,\n",
       "  'y': 39800,\n",
       "  'entities': (),\n",
       "  'text': 'Public footpath down the hill towards the town and beach.'},\n",
       " {'id': 2500840,\n",
       "  'x': 151370,\n",
       "  'y': 40950,\n",
       "  'entities': (),\n",
       "  'text': 'The hillside with houses in St Ives with the beach down at the bottom.'},\n",
       " {'id': 2499666,\n",
       "  'x': 151480,\n",
       "  'y': 40160,\n",
       "  'entities': (),\n",
       "  'text': 'From the car park on the hill looking down towards St Ives and the beach.'},\n",
       " {'id': 277460,\n",
       "  'x': 180600,\n",
       "  'y': 637300,\n",
       "  'entities': (Arran,),\n",
       "  'text': 'The mountains of Arran provide a magnificent backdrop to this beautiful beach.'},\n",
       " {'id': 1187214,\n",
       "  'x': 151800,\n",
       "  'y': 40900,\n",
       "  'entities': (Porthmeor,),\n",
       "  'text': 'Looking across Porthmeor beach to lookout station on hill.'},\n",
       " {'id': 1225550,\n",
       "  'x': 152020,\n",
       "  'y': 40730,\n",
       "  'entities': (),\n",
       "  'text': 'The tide is out and fishing vessels lie beached in the harbour with a backdrop of the town.'},\n",
       " {'id': 1994496,\n",
       "  'x': 151719,\n",
       "  'y': 30590,\n",
       "  'entities': (),\n",
       "  'text': 'The town from the beach'},\n",
       " {'id': 2502942,\n",
       "  'x': 153010,\n",
       "  'y': 38650,\n",
       "  'entities': (),\n",
       "  'text': 'Porthrepta Road heads down the hill towards the railway station and onto the sandy beach.'},\n",
       " {'id': 2356265,\n",
       "  'x': 194140,\n",
       "  'y': 872050,\n",
       "  'entities': (the Loch Maree Hotel Ferry Boat,),\n",
       "  'text': 'After a day on the hills relaxing on a pebble beach for the Loch Maree Hotel Ferry Boat.'},\n",
       " {'id': 2095416,\n",
       "  'x': 153870,\n",
       "  'y': 29180,\n",
       "  'entities': (Perran Sands, Perranuthnoe),\n",
       "  'text': 'Perran Sands is the beach below the village of Perranuthnoe.'},\n",
       " {'id': 347220,\n",
       "  'x': 190170,\n",
       "  'y': 743870,\n",
       "  'entities': (Eriska,),\n",
       "  'text': 'From the golf course (raised beach) on Eriska towards Appin with Lismore beyond and the hills of Kingairloch in the distance.'},\n",
       " {'id': 849379,\n",
       "  'x': 201930,\n",
       "  'y': 913780,\n",
       "  'entities': (Inverpolly,),\n",
       "  'text': 'View of the beach with the Inverpolly mountains in the background'},\n",
       " {'id': 308850,\n",
       "  'x': 189320,\n",
       "  'y': 656960,\n",
       "  'entities': (Robert Chellas Graham,\n",
       "   1885,\n",
       "   pre-Cambrian,\n",
       "   the Cowal Ridge,\n",
       "   the north east,\n",
       "   the Highland Boundary Fault),\n",
       "  'text': 'The road built by Robert Chellas Graham in 1885 had to be blasted through the steeply dipping mica schist rocks because at this point the raised beach all but disappears. These rocks are possibly pre-Cambrian in age and are part of an anticline known as the Cowal Ridge which is part of a major mountain fold to the north east of the Highland Boundary Fault.'},\n",
       " {'id': 308791,\n",
       "  'x': 189399,\n",
       "  'y': 657380,\n",
       "  'entities': (the Low Road, Skipness, 1885, Skipness, Claonaig),\n",
       "  'text': 'The type of descent which would have been difficult to negotiate by coach and which led to the construction of the Low Road along the raised beach to Skipness in 1885. This was the road built by the Skipness estate owner so that the villagers could also get to the chapel at Claonaig. It now provides a public walking route. In this area it is bordered by gorse.'},\n",
       " {'id': 1767172,\n",
       "  'x': 200040,\n",
       "  'y': 873150,\n",
       "  'entities': (4km,),\n",
       "  'text': 'A shingle beach and a flat stretch of grass which made a superb campsite from which to explore this wonderful area of remote mountains. The steep buttress is a small part of the 4km of cliffs on the north side of Beinn Lair.'},\n",
       " {'id': 799921,\n",
       "  'x': 189050,\n",
       "  'y': 634750,\n",
       "  'entities': (Cleiteadh Buidhe, Torr Righ Mor),\n",
       "  'text': 'This beach is shown on the map as Cleiteadh Buidhe and is immediately south of Auchagallon jetty. The hill in the distance is Torr Righ Mor.'},\n",
       " {'id': 3160814,\n",
       "  'x': 172740,\n",
       "  'y': 227910,\n",
       "  'entities': (Sandy, St David's Head, Carn Llidi),\n",
       "  'text': \"Sandy beach near St David's Head. The hill of Carn Llidi [[SM7328]] beyond.\"},\n",
       " {'id': 317922,\n",
       "  'x': 165069,\n",
       "  'y': 45360,\n",
       "  'entities': (a summer morning, Western Hill),\n",
       "  'text': 'Looking across the beach on a summer morning towards the eastern side of Western Hill.'},\n",
       " {'id': 2247753,\n",
       "  'x': 165289,\n",
       "  'y': 45470,\n",
       "  'entities': (Portreath, western hill),\n",
       "  'text': 'Portreath beach and western hill at sunset.'},\n",
       " {'id': 836574,\n",
       "  'x': 205080,\n",
       "  'y': 881300,\n",
       "  'entities': (),\n",
       "  'text': 'From the beach at the eastern end of Loch na Sealga looking into Coire nan Clach of Beinn Dearg Mor. Apart from An Teallach this must be the most dramatic mountain hereabouts.'},\n",
       " {'id': 2217445,\n",
       "  'x': 169170,\n",
       "  'y': 48120,\n",
       "  'entities': (Porthtowan,),\n",
       "  'text': 'The town road comes right down to the beach at Porthtowan.'},\n",
       " {'id': 23332,\n",
       "  'x': 169189,\n",
       "  'y': 48100,\n",
       "  'entities': (Porthtowan,),\n",
       "  'text': 'The large beach in the small mining valley town of Porthtowan.'},\n",
       " {'id': 3158574,\n",
       "  'x': 180279,\n",
       "  'y': 223780,\n",
       "  'entities': (the Pembrokeshire Coast Path,),\n",
       "  'text': 'A steep descent on the Pembrokeshire Coast Path to cross this deeply incised valley with stony beach is immediately followed by a steep climb. Solva village can be seen in the distance.'},\n",
       " {'id': 1176028,\n",
       "  'x': 196409,\n",
       "  'y': 568930,\n",
       "  'entities': (),\n",
       "  'text': 'As you face the sea -turn left go through the cattle gate and up the steep embankment.  Cattle are normally in the field.  The stone is at the edge of the embankment.  Another stone stands on the hill at the right hand side of the beach as you face the sea.'},\n",
       " {'id': 9871,\n",
       "  'x': 172500,\n",
       "  'y': 14500,\n",
       "  'entities': (),\n",
       "  'text': 'A view of part of the beach and village'},\n",
       " {'id': 2510952,\n",
       "  'x': 175050,\n",
       "  'y': 54230,\n",
       "  'entities': (),\n",
       "  'text': 'Looking over the beach towards the hilltops and a parachuter about to land.'},\n",
       " {'id': 2503684,\n",
       "  'x': 175279,\n",
       "  'y': 54820,\n",
       "  'entities': (two,),\n",
       "  'text': \"From the hillside looking down onto the beach. Swimmers must keep in between the two flags or they'll get told off by the lifeguards.\"},\n",
       " {'id': 2503091,\n",
       "  'x': 175340,\n",
       "  'y': 54430,\n",
       "  'entities': (),\n",
       "  'text': 'From the top of the hill near the car park which overlooks the beach.'},\n",
       " {'id': 2503955,\n",
       "  'x': 175489,\n",
       "  'y': 54490,\n",
       "  'entities': (),\n",
       "  'text': 'From the hillside looking down towards people on the beach.'},\n",
       " {'id': 2510950,\n",
       "  'x': 175750,\n",
       "  'y': 54710,\n",
       "  'entities': (),\n",
       "  'text': 'From the cliff tops looking across a busy beach and the coastal town itself.'},\n",
       " {'id': 3060549,\n",
       "  'x': 201750,\n",
       "  'y': 645410,\n",
       "  'entities': (),\n",
       "  'text': 'Looking south along the beach towards the village.'},\n",
       " {'id': 2510951,\n",
       "  'x': 175830,\n",
       "  'y': 55330,\n",
       "  'entities': (),\n",
       "  'text': 'A path on top of the cliff which overlook the town and the beach.'},\n",
       " {'id': 2599504,\n",
       "  'x': 184370,\n",
       "  'y': 222560,\n",
       "  'entities': (Newgale Hill,),\n",
       "  'text': 'Looking towards the beach from Newgale Hill.'},\n",
       " {'id': 2275778,\n",
       "  'x': 199260,\n",
       "  'y': 555300,\n",
       "  'entities': (Glen Cottage,),\n",
       "  'text': 'This rough ground borders the edge of the lawn in front of Glen Cottage. The land falls away steeply to the beach below.  The trees used to form a solid wind-break and have only recently been trimmed to allow views of passing ships.'},\n",
       " {'id': 2028758,\n",
       "  'x': 184750,\n",
       "  'y': 221900,\n",
       "  'entities': (Newgale,),\n",
       "  'text': 'A northwest view along the lovely sandy beach at Newgale. The coloured object that looks almost like a large piece of litter on the hillside is a kite being flown somewhere in the intervening space.'},\n",
       " {'id': 1327504,\n",
       "  'x': 184779,\n",
       "  'y': 221910,\n",
       "  'entities': (Newgale,),\n",
       "  'text': 'A large bank of shingle at the back of a good firm beach with the village of Newgale at the northern end.'},\n",
       " {'id': 2399988,\n",
       "  'x': 177990,\n",
       "  'y': 27140,\n",
       "  'entities': (the Helford River, the Carwinion Valley),\n",
       "  'text': 'The path leads from the Helford River up the Carwinion Valley to the village. On the right of the photo is the boathouse on the beach [[2189898]].'},\n",
       " {'id': 771256,\n",
       "  'x': 186279,\n",
       "  'y': 217150,\n",
       "  'entities': (Tellytubby,),\n",
       "  'text': 'Known locally as the Tellytubby house as it is built into the side of the hill overlooking Druidstone beach.'},\n",
       " {'id': 978188,\n",
       "  'x': 179059,\n",
       "  'y': 29630,\n",
       "  'entities': (The Maenporth Estate,),\n",
       "  'text': 'The Maenporth Estate of holiday homes on the hill behind the beach.'},\n",
       " {'id': 1815308,\n",
       "  'x': 179660,\n",
       "  'y': 23230,\n",
       "  'entities': (),\n",
       "  'text': 'Looking from the beach to the village.'},\n",
       " {'id': 3016191,\n",
       "  'x': 207580,\n",
       "  'y': 667410,\n",
       "  'entities': (Port Bannatyne, Glasgow, Ettrick Bay),\n",
       "  'text': 'The pier at Port Bannatyne brought visitors from Glasgow who took the tramway over the hill to the bathing beach at Ettrick Bay.'},\n",
       " {'id': 1307550,\n",
       "  'x': 203460,\n",
       "  'y': 568730,\n",
       "  'entities': (Kirkcolm,),\n",
       "  'text': 'This little stream is near the beach at Kirkcolm.  The view is taken from a small bridge which crosses the stream on a track leading down from the village to the beach.'},\n",
       " {'id': 303063,\n",
       "  'x': 203610,\n",
       "  'y': 569390,\n",
       "  'entities': (Loch Ryan,),\n",
       "  'text': 'These dead trees on the shore of Loch Ryan make a great photo opportunity. The beach is covered with large shells.'},\n",
       " {'id': 2588702,\n",
       "  'x': 204030,\n",
       "  'y': 563000,\n",
       "  'entities': (Stranraer Golf Club,\n",
       "   about 50 yards,\n",
       "   Loch Ryan,\n",
       "   Stranraer,\n",
       "   Stranraer Harbour),\n",
       "  'text': 'As firsts go this was a pretty easy grid square to get to. A short walk along the beach from a track that runs through Stranraer Golf Club gets you to this point which has a footprint of about 50 yards of shoreline in this grid square. The rest of the grid is Loch Ryan and the view here is towards Stranraer. The white dot centre of picture to the left of the trees is a Stena Ship berthed and loading vehicles in Stranraer Harbour.'},\n",
       " {'id': 2415285,\n",
       "  'x': 208479,\n",
       "  'y': 653090,\n",
       "  'entities': (Port Dornach,),\n",
       "  'text': 'The storm beach of Port Dornach with hill fort and caves beyond.'},\n",
       " {'id': 451940,\n",
       "  'x': 223379,\n",
       "  'y': 966290,\n",
       "  'entities': (Sandwood Bay,),\n",
       "  'text': 'This mountain stream descends in a series of small waterfalls to the beach at the northern end of Sandwood Bay. Walkers bound for Cape Wrath have to traverse the stream.'},\n",
       " {'id': 562556,\n",
       "  'x': 184740,\n",
       "  'y': 67980,\n",
       "  'entities': (Mawgan Porth,),\n",
       "  'text': 'As it climbs the hillside towards Trenance Point. Mawgan Porth beach on the left.'},\n",
       " {'id': 2781291,\n",
       "  'x': 222870,\n",
       "  'y': 923490,\n",
       "  'entities': (),\n",
       "  'text': 'Low water has exposed more of the beach. There is a deep drop off just a metre or so off shore. Quinag is the hill behind.'},\n",
       " {'id': 3128116,\n",
       "  'x': 207150,\n",
       "  'y': 545390,\n",
       "  'entities': (),\n",
       "  'text': 'An excellent example of a raised beach at the foot of the eroded cliffs of till that circle Ardwell Bay. The footpath is part of a popular trail along the coast to Low Ardwell village.'},\n",
       " {'id': 565026,\n",
       "  'x': 185960,\n",
       "  'y': 31810,\n",
       "  'entities': (),\n",
       "  'text': 'Looking eastwards down the hill with the beach ahead.'},\n",
       " {'id': 561805,\n",
       "  'x': 187770,\n",
       "  'y': 35420,\n",
       "  'entities': (),\n",
       "  'text': 'The village has a small beach flanked by rocks which is completely covered at high tide.'},\n",
       " {'id': 2114665,\n",
       "  'x': 187940,\n",
       "  'y': 35860,\n",
       "  'entities': (),\n",
       "  'text': 'Portscatho village can be seen in the distance across the beach.'},\n",
       " {'id': 2513880,\n",
       "  'x': 209649,\n",
       "  'y': 550470,\n",
       "  'entities': (Stoneykirk, Motte Slap, the Piggery Road),\n",
       "  'text': 'Just at the edge of Sandhead village stands Stoneykirk Parish War Memorial.  The hill behind is known as Motte Slap.  Image was taken from the beach from the end of the now overgrown road which used to be known as the Piggery Road.'},\n",
       " {'id': 318813,\n",
       "  'x': 209779,\n",
       "  'y': 549800,\n",
       "  'entities': (),\n",
       "  'text': 'The main part of the village is on a raised beach. The old sea cliff can be seen behind.'},\n",
       " {'id': 1300735,\n",
       "  'x': 190820,\n",
       "  'y': 77340,\n",
       "  'entities': (Lellizzick, Lellizick Farm, Rock to Brae Hill),\n",
       "  'text': 'Looking south-east from the lane at Lellizzick with Lellizick Farm in the foreground. The beach on the far side of the River Camel estuary stretches from Rock to Brae Hill; the beach nearer the camera is Tregirls beach.'},\n",
       " {'id': 1300719,\n",
       "  'x': 190980,\n",
       "  'y': 78010,\n",
       "  'entities': (Stepper, Rock to Brea Hill, Harbour Cove),\n",
       "  'text': 'Looking south from scrubland near Stepper point with the River Camel estuary beyond. The beach and dunes on the left stretch fgrom Rock to Brea Hill; the beach on the right is Harbour Cove.'},\n",
       " {'id': 1298023,\n",
       "  'x': 192180,\n",
       "  'y': 75820,\n",
       "  'entities': (Brea Hill, Daymer Bay),\n",
       "  'text': 'Padstow/Rock Ferry disembarking at Padstow beach on low tide.Behind is Brea Hill overlooking the lovely Daymer Bay.'},\n",
       " {'id': 1199350,\n",
       "  'x': 213309,\n",
       "  'y': 589770,\n",
       "  'entities': (Arran, Lendalfoot),\n",
       "  'text': 'Looking out to the Firth of Clyde and Arran from the minor road high above Lendalfoot.  The village is built on the post-glacial raised beach.'},\n",
       " {'id': 471110,\n",
       "  'x': 213500,\n",
       "  'y': 590420,\n",
       "  'entities': (Lendalfoot, Balsalloch Hill),\n",
       "  'text': 'Looking south along the post-glacial raised beach towards Lendalfoot. Balsalloch Hill is in the background. '},\n",
       " {'id': 225055,\n",
       "  'x': 193200,\n",
       "  'y': 78600,\n",
       "  'entities': (),\n",
       "  'text': 'The Oyster Catcher pub is the white building on the far left. You can see the cars in its carpark. There were once mines under this hill but it is now completely built up. Rows of houses face down the hill overlooking Polzeath surfing beach. '},\n",
       " {'id': 729474,\n",
       "  'x': 219880,\n",
       "  'y': 672720,\n",
       "  'entities': (Laird, Kilmun Hill, Clyde),\n",
       "  'text': \"Viewed from The Laird's Dyke [[610411]]. Strone Point and Kilmun Hill can be seen across the Clyde. Note the concrete blocks on the beach to the right [[610425]].\"},\n",
       " {'id': 2604521,\n",
       "  'x': 220119,\n",
       "  'y': 672070,\n",
       "  'entities': (Inverkip yacht, Kip Marina Village),\n",
       "  'text': 'Viewed from the beach at Inverkip yacht club. Kip Marina Village is under construction in the background.'},\n",
       " {'id': 1968769,\n",
       "  'x': 220159,\n",
       "  'y': 672330,\n",
       "  'entities': (marina, Commoncraig hill),\n",
       "  'text': 'Runs along the top of the embankment between the marina and the beach. Commoncraig hill is in the background.'},\n",
       " {'id': 911067,\n",
       "  'x': 218960,\n",
       "  'y': 600050,\n",
       "  'entities': (Girvan, Scottish),\n",
       "  'text': 'Looking south along the boulder beach towards the town of Girvan.  The buildings in the background on the left are the Scottish Water works in [[NX1999]].'},\n",
       " {'id': 296538,\n",
       "  'x': 205400,\n",
       "  'y': 240000,\n",
       "  'entities': (Carn Ingli, over 1000 feet),\n",
       "  'text': 'The sand dunes at back of the beach with Carn Ingli beyond. The mountain is over 1000 feet high and has the remains of an Iron Age fort at the top.'},\n",
       " {'id': 2491699,\n",
       "  'x': 199620,\n",
       "  'y': 80800,\n",
       "  'entities': (Port Isaac,),\n",
       "  'text': 'The beach and harbour at Port Isaac with houses overlooking the village on the hill.'},\n",
       " {'id': 561069,\n",
       "  'x': 199629,\n",
       "  'y': 80820,\n",
       "  'entities': (),\n",
       "  'text': 'Perhaps the best view of the town is from the cliff path to the south. The top of the beach is used as a car park for those who like squeezing through the narrow streets to get there. Timing is important as the high tide does cover this area.'},\n",
       " {'id': 728487,\n",
       "  'x': 223960,\n",
       "  'y': 672640,\n",
       "  'entities': (Kip Marina, Langhill Farm),\n",
       "  'text': 'The setting sun briefly turned the hill a deep orange colour. Viewed from the beach at Kip Marina. The building to the lower left is at Langhill Farm.'},\n",
       " {'id': 1705908,\n",
       "  'x': 222179,\n",
       "  'y': 607500,\n",
       "  'entities': (Maidenhead Bay, February, afternoon),\n",
       "  'text': 'Looking towards Maidenhead Bay and the caravan site at the end of the beach.  Viewed from a barley field above the village on a fine February afternoon.'},\n",
       " {'id': 2093762,\n",
       "  'x': 201330,\n",
       "  'y': 41660,\n",
       "  'entities': (One, Gorran Haven, Little Perhaver Beach),\n",
       "  'text': 'One of the many quaint dwellinghouses in the village overlooking the sea.  This one is nestled between the main Gorran Haven beach and Little Perhaver Beach.  Viewed from the public footpath.'},\n",
       " {'id': 289214,\n",
       "  'x': 201900,\n",
       "  'y': 47100,\n",
       "  'entities': (many years,),\n",
       "  'text': 'The harbour is now non-functioning (for many years) because the channel into it is always silting up with sand from the beach. The village depends on the holiday trade.'},\n",
       " {'id': 1122139,\n",
       "  'x': 219090,\n",
       "  'y': 469710,\n",
       "  'entities': (Bradda Head, Bradda Glen beach, Bradda West),\n",
       "  'text': 'From the edge of town looking west to the tower on Bradda Head with the small Bradda Glen beach below. The housing at Bradda West on the right.'},\n",
       " {'id': 2182852,\n",
       "  'x': 239240,\n",
       "  'y': 969700,\n",
       "  'entities': (between two, Balnakeil Bay, Beinn Ceannabeinne),\n",
       "  'text': 'Here the track crosses a stretch of grassland between two sand dune areas on An Fharaid. The sand beach of Balnakeil Bay is visible in the middle ground. In the distance under the looming clouds crouch the hills Beinn Ceannabeinne and Meall Meadhonach'},\n",
       " {'id': 1383891,\n",
       "  'x': 204900,\n",
       "  'y': 86300,\n",
       "  'entities': (Gothic,),\n",
       "  'text': 'This short path leads from the -Port William down to the lane to the beach. The Gothic arch is part of the residence and studio of an artist. The hillsides are dotted with holiday homes.'},\n",
       " {'id': 2385769,\n",
       "  'x': 219605,\n",
       "  'y': 469211,\n",
       "  'entities': (),\n",
       "  'text': 'Looking down to the beach from the cliffs at the northern end of the town.'},\n",
       " {'id': 1117944,\n",
       "  'x': 220330,\n",
       "  'y': 471650,\n",
       "  'entities': (),\n",
       "  'text': 'From the small shingle beach looking northwards along the coast. The cloud hangs low over the hills. This little bay is one of the most peaceful spots on the island.'},\n",
       " {'id': 481287,\n",
       "  'x': 207320,\n",
       "  'y': 90030,\n",
       "  'entities': (Bossiney, Bossiney village),\n",
       "  'text': 'View across to Bossiney beach with Bossiney village on the clifftop.'},\n",
       " {'id': 2483295,\n",
       "  'x': 216759,\n",
       "  'y': 326250,\n",
       "  'entities': (),\n",
       "  'text': 'The Lleyn Coastal Path climbs above the beach and village and views over the surrounding landscape open up too.'},\n",
       " {'id': 2997213,\n",
       "  'x': 225680,\n",
       "  'y': 551230,\n",
       "  'entities': (Craignarget Hill,),\n",
       "  'text': 'View from the beach towards Craignarget Hill.'},\n",
       " {'id': 1005093,\n",
       "  'x': 217220,\n",
       "  'y': 326380,\n",
       "  'entities': (one, Porth Meudwy),\n",
       "  'text': 'The view of the village and beach as one approaches from Porth Meudwy on the coast path.'},\n",
       " {'id': 360972,\n",
       "  'x': 217380,\n",
       "  'y': 326360,\n",
       "  'entities': (Rhiw,),\n",
       "  'text': 'The steep churchyard lies between the beach and the road up the hill towards Rhiw.'},\n",
       " {'id': 2397971,\n",
       "  'x': 213700,\n",
       "  'y': 204690,\n",
       "  'entities': (),\n",
       "  'text': 'The approach road down into town gives excellent views over the seafront and harbour and the beach beyond.'},\n",
       " {'id': 319606,\n",
       "  'x': 227869,\n",
       "  'y': 548680,\n",
       "  'entities': (),\n",
       "  'text': 'Shingle beach backed by a raised beach which is much infested with gorse. The hill and headland in the distance is the Mull of Sinniness [[NX2251]]. '},\n",
       " {'id': 178359,\n",
       "  'x': 231100,\n",
       "  'y': 619300,\n",
       "  'entities': (Greenan, Brown Carrick Hill),\n",
       "  'text': 'A view looking southwest from the beach towards the remains of Greenan castle on an imposing clifftop site. The radio aerial masts on Brown Carrick Hill can be seen in the distance at right.'},\n",
       " {'id': 1123880,\n",
       "  'x': 232430,\n",
       "  'y': 620150,\n",
       "  'entities': (Brown Carrick Hill, 3),\n",
       "  'text': 'Looking across the beach and bay towards Brown Carrick Hill with its 3 radar masts.'},\n",
       " {'id': 468465,\n",
       "  'x': 221499,\n",
       "  'y': 325960,\n",
       "  'entities': (Porth Ysgo,),\n",
       "  'text': 'From the end of the hilltop footpath there is a good view into the pair of beaches at Porth Ysgo. '},\n",
       " {'id': 2854670,\n",
       "  'x': 232830,\n",
       "  'y': 620730,\n",
       "  'entities': (Brown Carrick Hill, the Heads of Ayr),\n",
       "  'text': 'View south west along the beach towards Brown Carrick Hill and the Heads of Ayr.'},\n",
       " {'id': 3151800,\n",
       "  'x': 233190,\n",
       "  'y': 621680,\n",
       "  'entities': (),\n",
       "  'text': 'Between the beach and the town centre.'},\n",
       " {'id': 3151796,\n",
       "  'x': 233230,\n",
       "  'y': 621660,\n",
       "  'entities': (),\n",
       "  'text': 'Between the beach and the town centre.'},\n",
       " {'id': 1288278,\n",
       "  'x': 214249,\n",
       "  'y': 96850,\n",
       "  'entities': (Mill Ball Hill, Pencarron Point),\n",
       "  'text': 'Mill Ball Hill descends steeply to the beach (depicted by breakers) with Pencarron Point to the right of the road.'},\n",
       " {'id': 891598,\n",
       "  'x': 231950,\n",
       "  'y': 545890,\n",
       "  'entities': (Mull Hill of Airyolland,),\n",
       "  'text': 'Looking northwestwards along the beach towards Mull Hill of Airyolland.'},\n",
       " {'id': 1361690,\n",
       "  'x': 216820,\n",
       "  'y': 51500,\n",
       "  'entities': (second,),\n",
       "  'text': 'On the path from the village to the beach. A second path diverges here to run down the west side of the valley'},\n",
       " {'id': 1407222,\n",
       "  'x': 229129,\n",
       "  'y': 386110,\n",
       "  'entities': (Traeth Trefadog, Madog),\n",
       "  'text': 'Traeth Trefadog means \"beach of the township of Madog\".'},\n",
       " {'id': 2219176,\n",
       "  'x': 234873,\n",
       "  'y': 540984,\n",
       "  'entities': (),\n",
       "  'text': 'View from the beach across the A747 to the site of the Barsalloch Iron Age Fort on the hill.'},\n",
       " {'id': 665671,\n",
       "  'x': 227780,\n",
       "  'y': 341360,\n",
       "  'entities': (Carreg Wystrys, The white house),\n",
       "  'text': 'This view is taken from the cliff top south of the lifeboat station. Carreg Wystrys means \"oyster rock\" The building on the rocky projection nearby was part of the old coal yard where coal for shipping was stored. The white house at beach level is Tan yr Allt (=beneath the hill).'},\n",
       " {'id': 563704,\n",
       "  'x': 219789,\n",
       "  'y': 103060,\n",
       "  'entities': (Widemouth Bay,),\n",
       "  'text': 'View across extensive gorse cover from near the car park on this low hill. Ahead the large beach at Widemouth Bay.'},\n",
       " {'id': 667737,\n",
       "  'x': 228220,\n",
       "  'y': 340850,\n",
       "  'entities': (Morfa Nefyn,),\n",
       "  'text': 'The road leads from the village of Morfa Nefyn to the beach'},\n",
       " {'id': 3072910,\n",
       "  'x': 247660,\n",
       "  'y': 782450,\n",
       "  'entities': (),\n",
       "  'text': 'Low water levels have exposed a sandy beach and rocks beside the lochan. Threatening-looking clouds are building over the hill but ultimately pose no problems.'},\n",
       " {'id': 1006340,\n",
       "  'x': 231560,\n",
       "  'y': 327420,\n",
       "  'entities': (Abersoch,),\n",
       "  'text': 'The main beach at Abersoch is to the south of the village and is not seen from the village centre.'},\n",
       " {'id': 2118924,\n",
       "  'x': 229239,\n",
       "  'y': 252420,\n",
       "  'entities': (),\n",
       "  'text': 'The hillsides that fall steeply to the beach are covered with gorse and bracken.'},\n",
       " {'id': 2118914,\n",
       "  'x': 229370,\n",
       "  'y': 252540,\n",
       "  'entities': (),\n",
       "  'text': 'The hillsides that fall steeply to the beach are covered with gorse and bracken.'},\n",
       " {'id': 789220,\n",
       "  'x': 233030,\n",
       "  'y': 331460,\n",
       "  'entities': (Lôn Nant Iago,),\n",
       "  'text': 'The narrow Lôn Nant Iago is the only access from the village to the extensive beach.'},\n",
       " {'id': 789173,\n",
       "  'x': 233220,\n",
       "  'y': 331560,\n",
       "  'entities': (mid-April, Llanbedrog),\n",
       "  'text': 'A self-sown apple tree in full bloom in mid-April in the shelter of the cliffs on Llanbedrog beach.'},\n",
       " {'id': 1063764,\n",
       "  'x': 234800,\n",
       "  'y': 368560,\n",
       "  'entities': (Traeth Mawr, big beach, Cwningar Trefri, Eryri, Snowdonia),\n",
       "  'text': 'Traeth Mawr (=big beach) and Cwningar Trefri form the middle ground and the snow-covered mountains of Eryri (Snowdonia) the background.'},\n",
       " {'id': 2859767,\n",
       "  'x': 240770,\n",
       "  'y': 536430,\n",
       "  'entities': (Glasserton,),\n",
       "  'text': 'Among the flotsam and jetsam on the beach below the Hill of Glasserton is this sign waiting patiently for better days when a cleaning party comes down and collects all the rubbish and plastic that has been washed ashore.'},\n",
       " {'id': 2604161,\n",
       "  'x': 231459,\n",
       "  'y': 255220,\n",
       "  'entities': (Badell, Traeth yr Ynys),\n",
       "  'text': 'The Ceredigion Coast Path round the hill of Pen y Badell and passes high above the sandy beach of Traeth yr Ynys.'},\n",
       " {'id': 747812,\n",
       "  'x': 225699,\n",
       "  'y': 52940,\n",
       "  'entities': (the Banjo Pier,),\n",
       "  'text': 'From the rocky shore at Hannafore looking northwards across the river mouth to the Banjo Pier and Looe village climbing the hillside behind. Looe beach to the right.'},\n",
       " {'id': 1716941,\n",
       "  'x': 237240,\n",
       "  'y': 393570,\n",
       "  'entities': (),\n",
       "  'text': 'Looking across the beach and harbour towards the town.'},\n",
       " {'id': 2824349,\n",
       "  'x': 242250,\n",
       "  'y': 535880,\n",
       "  'entities': (Port Castle Bay,),\n",
       "  'text': 'This tree trunk stands proud on the beach at Port Castle Bay and has clearly been washed ashore at some point. Normally I collect scraps of wood on the beach for my wood burners but this one was a tad too big to lug back to the car park. A couple of lobster pots lay abandoned in the background.'},\n",
       " {'id': 1552267,\n",
       "  'x': 242520,\n",
       "  'y': 535820,\n",
       "  'entities': (),\n",
       "  'text': 'This view looks inland and up to the raised beach area.  The dip in the hills marks Physgill Glen.'},\n",
       " {'id': 912289,\n",
       "  'x': 226540,\n",
       "  'y': 53900,\n",
       "  'entities': (Looe,),\n",
       "  'text': 'From the rocky foreshore looking north-west to a quiet village not far east of the bustling Looe. Below the sea defences is a little-used beach.'},\n",
       " {'id': 49851,\n",
       "  'x': 258660,\n",
       "  'y': 962740,\n",
       "  'entities': (Talmine,),\n",
       "  'text': 'Beach at Talmine showing where the stream goes under the shingle before flowing into the sea.  Some cattle are walking on the beach.   Part of the village can be seen on the hill.'},\n",
       " {'id': 1111864,\n",
       "  'x': 238760,\n",
       "  'y': 395100,\n",
       "  'entities': (Dinas Gynfor,),\n",
       "  'text': 'The beach is accessed from Dinas Gynfor hill by means of a zig-zag path.'},\n",
       " {'id': 2578518,\n",
       "  'x': 238170,\n",
       "  'y': 347140,\n",
       "  'entities': (Caernafon Bay, Gyrn Goch, Gyrn Ddu),\n",
       "  'text': \"A public footpath reaches the beach of Caernafon Bay at this point. The hills seen distantly are Gyrn Goch and Gyrn Ddu. The 'earth' above the beach on which the walkers are standing appears to be glacial drift.\"},\n",
       " {'id': 3150693,\n",
       "  'x': 238780,\n",
       "  'y': 363180,\n",
       "  'entities': (Trwyn Ffynnon, Malltraeth Bay),\n",
       "  'text': 'The outermost rock of Trwyn Ffynnon-y-Sais with its beach. Malltraeth Bay beyond with the headland of Twyn-y-Parc [[SH3664]] on the far side. Holyhead Mountain [[SH2282]] in the far distance.'},\n",
       " {'id': 255850,\n",
       "  'x': 239099,\n",
       "  'y': 363500,\n",
       "  'entities': (The Forestry Commission, Malltraeth Bay),\n",
       "  'text': 'The Forestry Commission created a sand barrier along the Malltraeth Bay beach to protect the growing trees against the effects of wind.'},\n",
       " {'id': 226169,\n",
       "  'x': 239099,\n",
       "  'y': 363200,\n",
       "  'entities': (Llanddwyn Island, Peninsula),\n",
       "  'text': 'Seen from the beach to the east. Llanddwyn Island is only an island at the highest of high tides. The mountain in the far distance is Yr Eifl on the Ll&#375;n Peninsula.'},\n",
       " {'id': 243776,\n",
       "  'x': 238599,\n",
       "  'y': 347600,\n",
       "  'entities': (Chwarel Ithfaen,),\n",
       "  'text': 'The beach in this section is much sandier than further north. The hills in the background are Yr Eifl. Chwarel Ithfaen yr Eifl Granite Quarry [[SH3646]] is situated on the peak on the right and the incline linking it to the pier stands out quite clearly.'},\n",
       " {'id': 876369,\n",
       "  'x': 239259,\n",
       "  'y': 363530,\n",
       "  'entities': (Llanddwyn, Newborough),\n",
       "  'text': 'On Llanddwyn beach by the edge of Newborough forest.'},\n",
       " {'id': 201484,\n",
       "  'x': 230000,\n",
       "  'y': 54300,\n",
       "  'entities': (February, Looe Hill),\n",
       "  'text': 'Taken on a bright February morning this view looks westwards across the beach to Looe Hill.'},\n",
       " {'id': 2641688,\n",
       "  'x': 230240,\n",
       "  'y': 54310,\n",
       "  'entities': (Seaton, the English Channel, the South West Coast),\n",
       "  'text': 'The River Seaton crosses the beach to reach the English Channel; view from the South West Coast Path on Looe Hill.'},\n",
       " {'id': 226519,\n",
       "  'x': 240600,\n",
       "  'y': 363200,\n",
       "  'entities': (Newborough Forest, Llanddwyn Island),\n",
       "  'text': 'A popular destination which gives access to the beach on the south side of Newborough Forest and to Llanddwyn Island. '},\n",
       " {'id': 1578576,\n",
       "  'x': 240940,\n",
       "  'y': 363090,\n",
       "  'entities': (Llanddwyn, Lleyn),\n",
       "  'text': 'You need to negotiate some sand dunes before you reach the beach at Llanddwyn. Nearly there - the sea is in view and the mountains of the Lleyn peninsula.'},\n",
       " {'id': 9901,\n",
       "  'x': 261500,\n",
       "  'y': 960500,\n",
       "  'entities': (),\n",
       "  'text': 'A lovely little traditional crofting/sea farers village with a beautiful beach.'},\n",
       " {'id': 1179270,\n",
       "  'x': 236479,\n",
       "  'y': 210390,\n",
       "  'entities': (),\n",
       "  'text': 'Looking past this groyne on Ferryside beach on the Towy estuary \\x96 beyond we see the village of Llansteffan.'},\n",
       " {'id': 1563949,\n",
       "  'x': 247699,\n",
       "  'y': 545130,\n",
       "  'entities': (Galloway House,),\n",
       "  'text': 'This avenue of trees is next to the car park at Galloway House.  There is a sign-posted walk through the avenue of trees and around the gardens.  The small path in the front of the photograph leads directly to the beach.'},\n",
       " {'id': 2980379,\n",
       "  'x': 247810,\n",
       "  'y': 546710,\n",
       "  'entities': (Garlieston,),\n",
       "  'text': 'View across the sandy beach at Garlieston looking towards the village.'},\n",
       " {'id': 2971535,\n",
       "  'x': 247809,\n",
       "  'y': 546280,\n",
       "  'entities': (Garlieston,),\n",
       "  'text': 'View along the beach at Garlieston past the village hall with the caravan club site to the left spoiling the view.'},\n",
       " {'id': 6263,\n",
       "  'x': 246499,\n",
       "  'y': 503500,\n",
       "  'entities': (the Point of Ayre, Ramsey, the Isle of Man),\n",
       "  'text': 'The beach is very long and flat from the Point of Ayre to Ramsey and is quite spectacular with the high hills of the centre of the Isle of Man in the distance.'},\n",
       " {'id': 838328,\n",
       "  'x': 241949,\n",
       "  'y': 365310,\n",
       "  'entities': (two, the Newborough Warren Nature Reserve, Newborough Forest),\n",
       "  'text': 'The smaller of the two roads leads to the Newborough Warren Nature Reserve. The wider road leads to Newborough Forest and the beach.'},\n",
       " {'id': 2317276,\n",
       "  'x': 242090,\n",
       "  'y': 361940,\n",
       "  'entities': (Newborough Forest, Llanddwyn Island),\n",
       "  'text': 'Looking west along the beach towards Newborough Forest and Llanddwyn Island.'},\n",
       " {'id': 7316,\n",
       "  'x': 242499,\n",
       "  'y': 352500,\n",
       "  'entities': (),\n",
       "  'text': 'A large rock on the beach between the villages of Aberdesach and Pontllyfni'},\n",
       " {'id': 1387020,\n",
       "  'x': 235530,\n",
       "  'y': 123660,\n",
       "  'entities': (),\n",
       "  'text': 'The stream rushes through the village then cascades over the cliff onto the beach.'},\n",
       " {'id': 1864034,\n",
       "  'x': 249859,\n",
       "  'y': 553600,\n",
       "  'entities': (Carsluith Wood,),\n",
       "  'text': 'This photograph was taken when the tide was low and the Kirkdale Sands were becomimg visible.  Part of the sands can just be seen on the left. At the top of the beach is Carsluith Wood and beyond the wood is the very distinctive Cleugh of Doon. The hill immediately on the left of the Cleugh is the Doon of Carsluith.'},\n",
       " {'id': 250261,\n",
       "  'x': 243400,\n",
       "  'y': 352800,\n",
       "  'entities': (),\n",
       "  'text': 'The path from the beach to the village of Pontllyfni passes through this field.'},\n",
       " {'id': 1092859,\n",
       "  'x': 259700,\n",
       "  'y': 834970,\n",
       "  'entities': (Tor Point,),\n",
       "  'text': 'The beach gives access to walks through the forest on Tor Point beyond. Low winter sunshine gives a reddish glow to the beach and to some of the numerous walkers taking advantage of the fine Boxing Day weather.'},\n",
       " {'id': 1862935,\n",
       "  'x': 251059,\n",
       "  'y': 553010,\n",
       "  'entities': (Scout Field,),\n",
       "  'text': 'The scout hut is at the western edge of the Scout Field.  The beach is immediately beyond the trees on the left.'},\n",
       " {'id': 2567869,\n",
       "  'x': 241560,\n",
       "  'y': 259830,\n",
       "  'entities': (Little Quay Bay,),\n",
       "  'text': 'Paths contour along the steep hillside above Little Quay Bay and some run down to the beach and up to the fields above.'},\n",
       " {'id': 1941428,\n",
       "  'x': 262099,\n",
       "  'y': 865200,\n",
       "  'entities': (Kiltearn,),\n",
       "  'text': 'An old tree left high and dry on the beach at Kiltearn.'},\n",
       " {'id': 2523664,\n",
       "  'x': 235909,\n",
       "  'y': 53730,\n",
       "  'entities': (Finnygook, Portwrinkle, late afternoon),\n",
       "  'text': 'The small Finnygook beach at Portwrinkle in late afternoon with just a few visitors enjoying the sunshine at this out of the way seaside village.'},\n",
       " {'id': 2760894,\n",
       "  'x': 241279,\n",
       "  'y': 190903,\n",
       "  'entities': (Eryngium, Hillend Burrows, Rhossili),\n",
       "  'text': 'This was one of a number of the salt tolerant sea holly (Eryngium maritimum) growing by the side of the boardwalk through Hillend Burrows onto Rhossili beach.'},\n",
       " {'id': 2687630,\n",
       "  'x': 241810,\n",
       "  'y': 193230,\n",
       "  'entities': (),\n",
       "  'text': 'A couple of small areas of peat and tree stumps exposed at low tide on the beach.'},\n",
       " {'id': 2969224,\n",
       "  'x': 243620,\n",
       "  'y': 194810,\n",
       "  'entities': (Two,),\n",
       "  'text': 'The sands here are pretty vast. Two figures on the beach skyline give scale. Cwm Ivy Tor and Hills Tor are off to the left.'},\n",
       " {'id': 818902,\n",
       "  'x': 243139,\n",
       "  'y': 139540,\n",
       "  'entities': (Croyde,),\n",
       "  'text': 'Croyde beach looking to Middleborough Hill'},\n",
       " {'id': 1325672,\n",
       "  'x': 243160,\n",
       "  'y': 139900,\n",
       "  'entities': (Croyde Bay, Baggy Point),\n",
       "  'text': 'Warning flags and lifeguards line the beach at Croyde Bay as surfers enjoy the breakers. In the distance is Middleborough Hill with Baggy Point beyond.'},\n",
       " {'id': 3180200,\n",
       "  'x': 245489,\n",
       "  'y': 200130,\n",
       "  'entities': (Burry Port beach,\n",
       "   two,\n",
       "   Carmarthen Bay Power Station,\n",
       "   the early 1950s,\n",
       "   the mid 1980s),\n",
       "  'text': 'Looking east across the sands of Burry Port beach.  The coastline between the two towns is part of the Millennium Coastal Park.  The area to the left of the picture was the site of Carmarthen Bay Power Station from the early 1950s until its demolition in the mid 1980s.'},\n",
       " {'id': 2403107,\n",
       "  'x': 251299,\n",
       "  'y': 386270,\n",
       "  'entities': (the north east, Anglesey),\n",
       "  'text': 'Small boats on the shingle beach at the village on the north east coast of Anglesey.'},\n",
       " {'id': 2372361,\n",
       "  'x': 249890,\n",
       "  'y': 337660,\n",
       "  'entities': (),\n",
       "  'text': 'Looking towards the town with the castle on the right as seen from the beach.'},\n",
       " {'id': 1513132,\n",
       "  'x': 249929,\n",
       "  'y': 337660,\n",
       "  'entities': (),\n",
       "  'text': 'The beach at the foot of the castle hill.'},\n",
       " {'id': 1287480,\n",
       "  'x': 250030,\n",
       "  'y': 337910,\n",
       "  'entities': (),\n",
       "  'text': 'Looking down on the town and beach from the hill near the castle.'},\n",
       " {'id': 1726139,\n",
       "  'x': 267699,\n",
       "  'y': 886500,\n",
       "  'entities': (Ardgay Railway,),\n",
       "  'text': 'Struie hill taken from the beach by Ardgay Railway Station'},\n",
       " {'id': 1325460,\n",
       "  'x': 244069,\n",
       "  'y': 139220,\n",
       "  'entities': (Croyde,),\n",
       "  'text': 'From the path from the village heading west towards the dunes and Croyde beach.'},\n",
       " {'id': 2337726,\n",
       "  'x': 244500,\n",
       "  'y': 137830,\n",
       "  'entities': (),\n",
       "  'text': 'The large building appears to be a hotel. The road on which they stand runs along the hill above the beach.'},\n",
       " {'id': 1444986,\n",
       "  'x': 257739,\n",
       "  'y': 550180,\n",
       "  'entities': (Knockbrex Hill,),\n",
       "  'text': 'This path leads from the beach to the top of Knockbrex Hill.'},\n",
       " {'id': 2404319,\n",
       "  'x': 252600,\n",
       "  'y': 382600,\n",
       "  'entities': (),\n",
       "  'text': 'View north-west across the beach to housing and caravan site on the hill opposite.'},\n",
       " {'id': 609097,\n",
       "  'x': 245430,\n",
       "  'y': 143950,\n",
       "  'entities': (first, the 1880s, today, Esplanade),\n",
       "  'text': 'Woolacombe was first developed in the 1880s and is today an unashamed seaside village. This view shows The Esplanade which curls round the headland at the northern end of the beach.'},\n",
       " {'id': 1234164,\n",
       "  'x': 245410,\n",
       "  'y': 141950,\n",
       "  'entities': (summer,),\n",
       "  'text': \"A glorious summer's day at the beach. The sandy beach is down this lush hillside.\"},\n",
       " {'id': 1156492,\n",
       "  'x': 245420,\n",
       "  'y': 142060,\n",
       "  'entities': (),\n",
       "  'text': 'A path down the hill which leads onto the beach below.'},\n",
       " {'id': 818858,\n",
       "  'x': 245510,\n",
       "  'y': 143670,\n",
       "  'entities': (Woolacombe,),\n",
       "  'text': 'A little crowded by the town on Woolacombe beach'},\n",
       " {'id': 873894,\n",
       "  'x': 245590,\n",
       "  'y': 143610,\n",
       "  'entities': (),\n",
       "  'text': 'Outflow on Woolacombe Sands looking towards the town and beach entry http://www.geograph.org.uk/photo/873834'},\n",
       " {'id': 2860859,\n",
       "  'x': 245669,\n",
       "  'y': 143650,\n",
       "  'entities': (the coming season,),\n",
       "  'text': 'It looks as if the benches have been refreshed for the coming season. There are some demanding walks up and down the hilly terrain around the beach.'},\n",
       " {'id': 67144,\n",
       "  'x': 245800,\n",
       "  'y': 146300,\n",
       "  'entities': (Bull Point Lighthouse -,),\n",
       "  'text': 'Looking towards Bull Point Lighthouse - The beach is a mile walk from the village of Mortehoe'},\n",
       " {'id': 951086,\n",
       "  'x': 254740,\n",
       "  'y': 380050,\n",
       "  'entities': (the Pentraeth Forest,),\n",
       "  'text': 'The reeds grow in a marsh at the beach head. The conifers in the background form a part of the Pentraeth Forest.'},\n",
       " {'id': 315653,\n",
       "  'x': 247280,\n",
       "  'y': 130820,\n",
       "  'entities': (),\n",
       "  'text': 'Surprisingly for a town on an estuary Instow has a sandy beach.'},\n",
       " {'id': 3081055,\n",
       "  'x': 254140,\n",
       "  'y': 336490,\n",
       "  'entities': (British, Morfa Bychan, Moel),\n",
       "  'text': 'The young owner of this beach ball and sand castle has taken the opportunity to go for a swim in this perfect British seaside weather. The view is across Morfa Bychan beach with the mountain Moel-y-Gest in the background.'},\n",
       " {'id': 950283,\n",
       "  'x': 256759,\n",
       "  'y': 379190,\n",
       "  'entities': (Llanddona,),\n",
       "  'text': 'This no-through road climbs from the beach below Wern-y-Wylan (=swamp/meadow of the gull) to the village of Llanddona.'},\n",
       " {'id': 1425708,\n",
       "  'x': 256629,\n",
       "  'y': 327530,\n",
       "  'entities': (Shell Island, Llandanwg),\n",
       "  'text': 'View north from Shell Island across the small gap that makes the harbour entrance into the tidal lagoon behind the island. In the distance is the beach and village of Llandanwg.'},\n",
       " {'id': 232203,\n",
       "  'x': 256799,\n",
       "  'y': 331600,\n",
       "  'entities': (Harlech, St. David's, Snowdonia),\n",
       "  'text': \"Harlech has a very large beach backed with sand dunes forming St. David's golf course. Part of the Snowdonia mountain range is in the background.\"},\n",
       " {'id': 1467201,\n",
       "  'x': 256749,\n",
       "  'y': 328290,\n",
       "  'entities': (Harlech beach,),\n",
       "  'text': 'Looking north with the village on the clifftop and the curve of Harlech beach beyond. The beach here is dotted with rocks and the sandy parts disappear completely below the high tide mark on the left. Snowdon in the far distance.'},\n",
       " {'id': 1247836,\n",
       "  'x': 273789,\n",
       "  'y': 857560,\n",
       "  'entities': (),\n",
       "  'text': 'From the beach south of the town.'},\n",
       " {'id': 2450916,\n",
       "  'x': 257810,\n",
       "  'y': 322953,\n",
       "  'entities': (589 metre, Moelfre),\n",
       "  'text': 'Delightful picnic spot with this fine view of the 589 metre hill named Moelfre in the distance.  From here there is a boardwalk path to the extensive beach and dunes'},\n",
       " {'id': 3060101,\n",
       "  'x': 250650,\n",
       "  'y': 51140,\n",
       "  'entities': (),\n",
       "  'text': 'Bovisand Lane heading down the hill towards the bay and beach.'},\n",
       " {'id': 1329430,\n",
       "  'x': 258899,\n",
       "  'y': 337000,\n",
       "  'entities': (),\n",
       "  'text': 'View from the beach up to the campanile in the village.'},\n",
       " {'id': 3084707,\n",
       "  'x': 259009,\n",
       "  'y': 337110,\n",
       "  'entities': (Battery, Battery, Campanile),\n",
       "  'text': 'Looking towards the steps up to the Battery from the beach at Portmeirion. It is no longer possible to climb all the way up to the Battery. The weathervane on top of the Campanile is just visible above the trees.'},\n",
       " {'id': 3257382,\n",
       "  'x': 274649,\n",
       "  'y': 855630,\n",
       "  'entities': (Ord Hill, the Black Isle),\n",
       "  'text': 'No wind.  Just a quiet lap of the sea on the beach.  A temperature below freezing and the sun setting behind Ord Hill.  A quick walk with the dog and a chat to an ever-hopeful dolphin watcher.  Such are the winter delights of the Black Isle.'},\n",
       " {'id': 3235459,\n",
       "  'x': 259084,\n",
       "  'y': 337142,\n",
       "  'entities': (autumn,),\n",
       "  'text': 'An archway in the rocks on the beach below Portmeirion with the trees around it in autumn colours.'},\n",
       " {'id': 2741357,\n",
       "  'x': 274969,\n",
       "  'y': 855660,\n",
       "  'entities': (Inverness,),\n",
       "  'text': 'The sun was about to set and few people were braving the windy conditions to see whether dolphins were in the vicinity.  The pier by the car turning circle is visible at the end of the beach. Beyond lie the hills facing Inverness. '},\n",
       " {'id': 1531572,\n",
       "  'x': 265750,\n",
       "  'y': 548660,\n",
       "  'entities': (Nun Mill Bay, B727),\n",
       "  'text': 'This is the parking area at Nun Mill Bay. The beach is immediately behind the trees on the left. To the right is the B727. A car can be seen travelling along this road.'},\n",
       " {'id': 1531575,\n",
       "  'x': 265760,\n",
       "  'y': 548660,\n",
       "  'entities': (Nun Mill Bay,),\n",
       "  'text': 'This is part of the picnic area at Nun Mill Bay.  The beach is immediately behind the trees on the right of the photograph.'},\n",
       " {'id': 2102713,\n",
       "  'x': 257900,\n",
       "  'y': 280220,\n",
       "  'entities': (Panorama,\n",
       "   Allt-Wen,\n",
       "   Pen Dinas,\n",
       "   Wellington,\n",
       "   the River Ystwyth,\n",
       "   Aberystwyth,\n",
       "   Tan-y-Bwlch,\n",
       "   Aberystwyth),\n",
       "  'text': 'Panorama from the top of Allt-Wen. Straight ahead is Pen Dinas with its hillfort and memorial to the Duke of Wellington. The wide valley is that of the River Ystwyth which now reaches the sea near Aberystwyth marina. Tan-y-Bwlch beach sweeps northward towards Aberystwyth.'},\n",
       " {'id': 3054021,\n",
       "  'x': 251630,\n",
       "  'y': 48460,\n",
       "  'entities': (Wembury, the South Hams),\n",
       "  'text': 'A sandy beach below the town of Wembury in the South Hams.'},\n",
       " {'id': 3185255,\n",
       "  'x': 258360,\n",
       "  'y': 282380,\n",
       "  'entities': (Constitution Hill, Promenade),\n",
       "  'text': \"There are excellent elevated views from atop Constitution Hill looking southwards over the town. This view is along Queen's Road with the hotels and guesthouses sandwiched between it and The Promenade facing the beach.\"},\n",
       " {'id': 303233,\n",
       "  'x': 251799,\n",
       "  'y': 48400,\n",
       "  'entities': (),\n",
       "  'text': 'The church which stands above the beach is some distance from the village which is inland.  It may have been built here to act as a daymark for shipping in the bay.'},\n",
       " {'id': 3054012,\n",
       "  'x': 251810,\n",
       "  'y': 48550,\n",
       "  'entities': (),\n",
       "  'text': 'The church overlooks the beach from the hillside.'},\n",
       " {'id': 1378270,\n",
       "  'x': 258660,\n",
       "  'y': 283400,\n",
       "  'entities': (Constitution Hill,),\n",
       "  'text': 'View north from the public footpath from Constitution Hill. The large caravan park here is very near the beach.'},\n",
       " {'id': 1346441,\n",
       "  'x': 260269,\n",
       "  'y': 316700,\n",
       "  'entities': (Lleyn Peninsula,),\n",
       "  'text': 'View north west over the beach towards the setting sun with  the hills of the Lleyn Peninsula visible in the distance.'},\n",
       " {'id': 1346459,\n",
       "  'x': 260340,\n",
       "  'y': 316320,\n",
       "  'entities': (Plas Mynach, Lleyn),\n",
       "  'text': 'A couple strolling along the beach cross the sewage outfall pipe that crosses the beach opposite Plas Mynach. The low hills in the distance are those close to the tip of the Lleyn peninsula'},\n",
       " {'id': 1346442,\n",
       "  'x': 260370,\n",
       "  'y': 316430,\n",
       "  'entities': (Lleyn,),\n",
       "  'text': 'This pipeline presumably for sewage runs west out to sea across the beach. In the background are the hills of the Lleyn peninsula.'},\n",
       " {'id': 1346391,\n",
       "  'x': 260570,\n",
       "  'y': 316230,\n",
       "  'entities': (half, barmouth beach),\n",
       "  'text': 'These weed encrusted groyne timbers are half buried in the sands of barmouth beach just north west of the town.'},\n",
       " {'id': 1346308,\n",
       "  'x': 260819,\n",
       "  'y': 315760,\n",
       "  'entities': (),\n",
       "  'text': 'This sand castle had been made earlier in the day and had been deserted to the incoming tide on the beach just west of the town.'},\n",
       " {'id': 610710,\n",
       "  'x': 260860,\n",
       "  'y': 315850,\n",
       "  'entities': (Barmouth, Cadair Idris),\n",
       "  'text': 'View from the beach of Barmouth with a backdrop of the mountains around Cadair Idris.'},\n",
       " {'id': 1363555,\n",
       "  'x': 260939,\n",
       "  'y': 315300,\n",
       "  'entities': (St Johns Church,),\n",
       "  'text': 'Looking north-east across the extensive beach to the town with St Johns Church in the centre.'},\n",
       " {'id': 3239764,\n",
       "  'x': 260398,\n",
       "  'y': 295771,\n",
       "  'entities': (),\n",
       "  'text': 'Water on Aberdovey beach left by the receding tide.  In the background is the village of Aberdovey itself.'},\n",
       " {'id': 1288871,\n",
       "  'x': 260940,\n",
       "  'y': 311900,\n",
       "  'entities': (Fairbourne, Barmouth, the Cambrian Coast Line),\n",
       "  'text': 'The view from the train along the sweep of the beach at Fairbourne towards Barmouth below the hill in the distance. The northbound train along the Cambrian Coast Line has just reached the end of a spectacular stretch looking straight down to the sea below.'},\n",
       " {'id': 421626,\n",
       "  'x': 277980,\n",
       "  'y': 867050,\n",
       "  'entities': (),\n",
       "  'text': 'A very tight geograph. The village and harbour of Cromarty at the end of the beach.'},\n",
       " {'id': 1238457,\n",
       "  'x': 278750,\n",
       "  'y': 881540,\n",
       "  'entities': (Tain,),\n",
       "  'text': 'Approaching the raised beach on which the town of Tain sits.'},\n",
       " {'id': 507352,\n",
       "  'x': 263220,\n",
       "  'y': 314850,\n",
       "  'entities': (Mawddach, Adjacent, the Mawddach Crescent, Bryn Celyn),\n",
       "  'text': 'Small beach scene looking north down the Mawddach estuary. (Adjacent is the Mawddach Crescent and behind the trees in the background a house called Bryn Celyn).'},\n",
       " {'id': 1480687,\n",
       "  'x': 260579,\n",
       "  'y': 187360,\n",
       "  'entities': (Mediterranean,),\n",
       "  'text': 'Palm trees give this suburban beach a Mediterranean air. A long line of beach huts is above the promenade.'},\n",
       " {'id': 1481409,\n",
       "  'x': 260679,\n",
       "  'y': 187310,\n",
       "  'entities': (),\n",
       "  'text': 'Shelving sandy shore backed by a steep wooded cliff with flats amongst the trees. The bay is used by holidaymakers and surfers. It is also lined with beach huts.'},\n",
       " {'id': 461067,\n",
       "  'x': 260810,\n",
       "  'y': 187170,\n",
       "  'entities': (),\n",
       "  'text': 'Palm trees grow in front of the long row of beach huts in this sheltered bay.'},\n",
       " {'id': 127081,\n",
       "  'x': 277499,\n",
       "  'y': 745220,\n",
       "  'entities': (Kenmore,),\n",
       "  'text': 'Shingle \"beach\" just to the south of Kenmore. The trees appear to be losing the fight to keep their ground.'},\n",
       " {'id': 599699,\n",
       "  'x': 282790,\n",
       "  'y': 856880,\n",
       "  'entities': (the Black Isle,),\n",
       "  'text': 'A raised area on the right is formed of old storm beach deposits and because it is higher (and drier) has been colonised by whins.  The hills in the right distance are on the Black Isle beyond Fortrose.'},\n",
       " {'id': 1402491,\n",
       "  'x': 261299,\n",
       "  'y': 47400,\n",
       "  'entities': (Mothecombe, Owen's Hill),\n",
       "  'text': \"Looking across the estuary mouth at low tide towards Mothecombe beach and Owen's Hill.\"},\n",
       " {'id': 154038,\n",
       "  'x': 271500,\n",
       "  'y': 376500,\n",
       "  'entities': (),\n",
       "  'text': 'The north coast railway line and the A55 dual carriageway which separate the town from the beach.'},\n",
       " {'id': 1511699,\n",
       "  'x': 263499,\n",
       "  'y': 45800,\n",
       "  'entities': (Hoist Point, Heart Attack Hill\"),\n",
       "  'text': 'Looking down on the valley and beach from the coast path on Hoist Point. The descent here is \"known to locals as Heart Attack Hill\" http://website.lineone.net/~swwdevon/kingring/kingring.html .'},\n",
       " {'id': 2859376,\n",
       "  'x': 273319,\n",
       "  'y': 377650,\n",
       "  'entities': (one, two),\n",
       "  'text': 'The village is cut off from the beach by the railway and this is one of two options to reach the sands.'},\n",
       " {'id': 1438560,\n",
       "  'x': 266250,\n",
       "  'y': 43250,\n",
       "  'entities': (Bantham,),\n",
       "  'text': 'At the top of the hill above Bantham beach the coastal footpath carries on to the right to Thurlestone beaches or you can go inland along the ridge to Thurlestone village.'},\n",
       " {'id': 1005700,\n",
       "  'x': 267180,\n",
       "  'y': 39690,\n",
       "  'entities': (),\n",
       "  'text': 'From the coast path looking north across the peninsula. Outer Hope village on the right. The beach and houses at Thurlestone in the distance on the left. The natural arch of Thurlestone Rock can be seen on the extreme left.'},\n",
       " {'id': 580648,\n",
       "  'x': 276700,\n",
       "  'y': 381180,\n",
       "  'entities': (Llandudno, west beach, Conwy),\n",
       "  'text': \"From the breakwater on Llandudno's west beach with Conwy mountain in the background.\"},\n",
       " {'id': 2556306,\n",
       "  'x': 291219,\n",
       "  'y': 884200,\n",
       "  'entities': (),\n",
       "  'text': 'A westerly view of the beach away from the village of Portmahomack.'},\n",
       " {'id': 154932,\n",
       "  'x': 278499,\n",
       "  'y': 377500,\n",
       "  'entities': (Conwy,),\n",
       "  'text': 'Boats at low tide on the beach in the harbour town of Conwy'},\n",
       " {'id': 809465,\n",
       "  'x': 284140,\n",
       "  'y': 554100,\n",
       "  'entities': (),\n",
       "  'text': 'A gnarled old hawthorn tree next to a shell beach.'},\n",
       " {'id': 1936118,\n",
       "  'x': 272800,\n",
       "  'y': 37700,\n",
       "  'entities': (),\n",
       "  'text': 'The beach glimpsed through trees from the road between Salcombe and Overbecks.'},\n",
       " {'id': 1392470,\n",
       "  'x': 286099,\n",
       "  'y': 552560,\n",
       "  'entities': (Barcloy Hill, boulder beach),\n",
       "  'text': 'The eastern slopes of Barcloy Hill rise above a stretch of boulder beach.'},\n",
       " {'id': 2525475,\n",
       "  'x': 294789,\n",
       "  'y': 862170,\n",
       "  'entities': (),\n",
       "  'text': 'Looking across the Moray Firth towards the Cromarty Firth and the hills beyond. A small area of beach in this grid square is only exposed at the lowest of low tides. Care must be taken to ensure a safe retreat before the tide turns.'},\n",
       " {'id': 13024,\n",
       "  'x': 298500,\n",
       "  'y': 862500,\n",
       "  'entities': (),\n",
       "  'text': 'A short pebble beach separates the lagoon from the edge of the forest in this square.'},\n",
       " {'id': 2345036,\n",
       "  'x': 300679,\n",
       "  'y': 862600,\n",
       "  'entities': (Culbin Forest,),\n",
       "  'text': 'Some fine paths run through the fire breaks in Culbin Forest. This one is a roller coaster ride over the old sand dunes all the way to the beach.'},\n",
       " {'id': 2351631,\n",
       "  'x': 301850,\n",
       "  'y': 864910,\n",
       "  'entities': (about 30, today),\n",
       "  'text': \"The view north-east from the current edge of the forest. GPS readings indicate this point is about 30m south of the forest edge marked on the map. There's usually lots of seals on this part of the beach but not today.\"},\n",
       " {'id': 2025568,\n",
       "  'x': 285940,\n",
       "  'y': 175490,\n",
       "  'entities': (),\n",
       "  'text': \"Looking back from the water's edge towards the beachside car park and the hillside beyond.\"},\n",
       " {'id': 402746,\n",
       "  'x': 302820,\n",
       "  'y': 864660,\n",
       "  'entities': (Nairn and Findhorn,),\n",
       "  'text': 'This forest has a surreal feel to it because of the huge sand dunes it is grown on. The shore line feels wild and remote despite being close to Nairn and Findhorn. There are many seals to be seen along this stretch of beach.'},\n",
       " {'id': 728596,\n",
       "  'x': 291580,\n",
       "  'y': 378670,\n",
       "  'entities': (Llanddulas,),\n",
       "  'text': 'A reef at the low tide level of the beach near Llanddulas are formed by a marine worm. Distant views of the Clwydian Hills form the horizon.'},\n",
       " {'id': 942569,\n",
       "  'x': 303059,\n",
       "  'y': 864670,\n",
       "  'entities': (Findhorn, Culbin Forest),\n",
       "  'text': 'The river Findhorn flows into the Moray Firth between the trees of Culbin Forest and the village of Findhorn with its sandy beaches and small harbour.'},\n",
       " {'id': 1827042,\n",
       "  'x': 304219,\n",
       "  'y': 864950,\n",
       "  'entities': (Roseisle Forest, Clarky Hill, Tappoch Hill),\n",
       "  'text': 'Shingle and sand beach with sand dunes backing the beach. The shore of Roseisle Forest can be seen in the middle distance with Clarky Hill and Tappoch Hill beyond.'},\n",
       " {'id': 2784093,\n",
       "  'x': 288849,\n",
       "  'y': 147780,\n",
       "  'entities': (Bossington Hill, Porlock Weir),\n",
       "  'text': 'Bossington Hill from the beach at Porlock Weir'},\n",
       " {'id': 1004428,\n",
       "  'x': 289309,\n",
       "  'y': 148450,\n",
       "  'entities': (Bossington,),\n",
       "  'text': 'The river having flowed through Bossington village then disappears into the shingle bank on the beach.'},\n",
       " {'id': 1402709,\n",
       "  'x': 299640,\n",
       "  'y': 557380,\n",
       "  'entities': (Lake District, Solway),\n",
       "  'text': 'Water is left in puddles on the beach as the tide goes down.  The Lake District hills are across the Solway. Silloth can be seen on the left.'},\n",
       " {'id': 2062339,\n",
       "  'x': 289299,\n",
       "  'y': 57450,\n",
       "  'entities': (Broadsands,),\n",
       "  'text': 'Another view of the large tree growing on the inner edge of the enclosure at the top of the hill near Broadsands beach. Also see [[2061501]]'},\n",
       " {'id': 2062316,\n",
       "  'x': 289299,\n",
       "  'y': 57440,\n",
       "  'entities': (Broadsands,),\n",
       "  'text': 'Part of the stone wall around the enclosure at the top of the hill near to the neolithic chamber tomb not far from Broadsands beach. This inner wall is near the east facing entrance. Also see [[2061501]]'},\n",
       " {'id': 2062307,\n",
       "  'x': 289310,\n",
       "  'y': 57420,\n",
       "  'entities': (Broadsands,),\n",
       "  'text': 'A spreading tree growing on the inner edge of the enclosure at the top of the hill near the neolithic chamber tomb not far from Broadsands beach.'},\n",
       " {'id': 358259,\n",
       "  'x': 289370,\n",
       "  'y': 57080,\n",
       "  'entities': (one, the Brunel Viaduct),\n",
       "  'text': 'These attractive maple trees in Broadsands Road provide a leafy avenue of shade as one walks up towards the Brunel Viaduct away from the beach'},\n",
       " {'id': 2316042,\n",
       "  'x': 289450,\n",
       "  'y': 57580,\n",
       "  'entities': (),\n",
       "  'text': 'The leafless trees will soon be breaking out. The view on the approach to the beach fills one with anticipation.'},\n",
       " {'id': 1908906,\n",
       "  'x': 289460,\n",
       "  'y': 57100,\n",
       "  'entities': (a few hundred metres,),\n",
       "  'text': \"The maple trees are coming into full leaf in a range of colours. The Brunel viaduct lies further up the road. Broadsands beach lies a few hundred metres behind the photographer's position.\"},\n",
       " {'id': 2062454,\n",
       "  'x': 289520,\n",
       "  'y': 57610,\n",
       "  'entities': (Promenade, Broadsands),\n",
       "  'text': 'The footpath from Broadsands Park Road down to the Promenade can be seen in the valley on the left of this picture which has been taken from the hill above Broadsands beach.'},\n",
       " {'id': 861489,\n",
       "  'x': 289519,\n",
       "  'y': 57540,\n",
       "  'entities': (6.30 am, June),\n",
       "  'text': 'The light and reflection of the beach huts on the sand at 6.30 am in the June morning display the beach and the hillside in a near perfect form.'},\n",
       " {'id': 1071879,\n",
       "  'x': 289620,\n",
       "  'y': 57500,\n",
       "  'entities': (Brixham,),\n",
       "  'text': 'A few steps up the hillside above the beach brings the whole sweep of the bay into view. This is the case all along the South Devon coastal footpath. The Brixham headland can bee seen in the distance.'},\n",
       " {'id': 2061449,\n",
       "  'x': 289780,\n",
       "  'y': 57400,\n",
       "  'entities': (Broadsands,),\n",
       "  'text': 'Broadsands beach from the hill above the car park.'},\n",
       " {'id': 2062445,\n",
       "  'x': 289840,\n",
       "  'y': 57400,\n",
       "  'entities': (Broadsands, Brixham),\n",
       "  'text': 'A view of Broadsands beach from the hill above. The Brixham promontory is on the horizon.'},\n",
       " {'id': 376033,\n",
       "  'x': 289840,\n",
       "  'y': 57350,\n",
       "  'entities': (Broadands,),\n",
       "  'text': 'The tree with its branches and their shadows on the public golf course frame the beach huts and the sea in the small bay at Broadands '},\n",
       " {'id': 2062459,\n",
       "  'x': 289870,\n",
       "  'y': 57100,\n",
       "  'entities': (Broadsands,),\n",
       "  'text': 'A group of farm buildings which make up Elberry farm taken in a long shot from the hill above Broadsands beach.'},\n",
       " {'id': 54815,\n",
       "  'x': 297500,\n",
       "  'y': 355500,\n",
       "  'entities': (Lake Brenig,),\n",
       "  'text': 'Fishing on Lake Brenig taken from the beach to the east of the forest'},\n",
       " {'id': 609983,\n",
       "  'x': 292100,\n",
       "  'y': 72300,\n",
       "  'entities': (1990,),\n",
       "  'text': \"Devon Valley Holiday Village 1990's. View along the beach generally towards Shaldon. The photograph was taken at the bottom of the slipway from the holiday site.\"},\n",
       " {'id': 1010197,\n",
       "  'x': 291819,\n",
       "  'y': 53700,\n",
       "  'entities': (Lane,),\n",
       "  'text': 'The Lane narrows as it descends towards the beach. Here there is a characteristic tangled mass of overhanging trees and bushes forming a tunnel. The leaves carpet the path.'},\n",
       " {'id': 1010219,\n",
       "  'x': 292019,\n",
       "  'y': 53580,\n",
       "  'entities': (),\n",
       "  'text': 'This arresting tree flourishes in the hedge as the path narrows even more. The beach can be seen in the distance.'},\n",
       " {'id': 1010451,\n",
       "  'x': 292020,\n",
       "  'y': 53550,\n",
       "  'entities': (Mansands beach, Raddicombe Wood),\n",
       "  'text': 'The rolling Devon landscape has much appeal when ascending from Mansands beach and returning towards Raddicombe Wood and Penhill Lane round the curve of the hill on the left.'},\n",
       " {'id': 2084331,\n",
       "  'x': 292220,\n",
       "  'y': 53760,\n",
       "  'entities': (Mansands beach,),\n",
       "  'text': 'The upper part of Mansands beach is shown in this picture. The steep hill at the other end of the beach is the course of the coastal path. Some walkers are descending.'},\n",
       " {'id': 2084389,\n",
       "  'x': 292350,\n",
       "  'y': 53540,\n",
       "  'entities': (Mansands gleams, Southdown Hill),\n",
       "  'text': 'The beach at Mansands gleams in the sunlight filtering through the clouds. The coastal footpath on Southdown Hill offers a superb vantage point.'},\n",
       " {'id': 3159698,\n",
       "  'x': 292700,\n",
       "  'y': 68300,\n",
       "  'entities': (),\n",
       "  'text': 'Climbing away from the beach car park under a tunnel of trees.'},\n",
       " {'id': 2084374,\n",
       "  'x': 292419,\n",
       "  'y': 53300,\n",
       "  'entities': (),\n",
       "  'text': \"Mansands beach from the coastal footpath which falls steeply down the hillside to the beach. The old coastguard's cottage may be seen at the far end of the beach.\"},\n",
       " {'id': 960985,\n",
       "  'x': 294620,\n",
       "  'y': 148420,\n",
       "  'entities': (Rocky beach, North Hill),\n",
       "  'text': 'Rocky beach below the steep and wooded northern side of North Hill.'},\n",
       " {'id': 307612,\n",
       "  'x': 293230,\n",
       "  'y': 63200,\n",
       "  'entities': (),\n",
       "  'text': 'Lincombe Woods cover the steep hill behind the beach.'},\n",
       " {'id': 1893987,\n",
       "  'x': 310430,\n",
       "  'y': 865940,\n",
       "  'entities': (Roseisle Forest,),\n",
       "  'text': 'This boardwalk is the final part of the beach access at the main picnic site in Roseisle Forest.'},\n",
       " {'id': 2704289,\n",
       "  'x': 293810,\n",
       "  'y': 71530,\n",
       "  'entities': (),\n",
       "  'text': 'The beach is in the shadow of the cliffs and so looks colourless in this shot. A fallen tree lies in the foreground.'},\n",
       " {'id': 1468878,\n",
       "  'x': 294240,\n",
       "  'y': 72730,\n",
       "  'entities': (),\n",
       "  'text': 'A pleasant garden between the town and the promenade/beach.'},\n",
       " {'id': 1212692,\n",
       "  'x': 297810,\n",
       "  'y': 146350,\n",
       "  'entities': (),\n",
       "  'text': \"A bench with the town's name on it close to the beach.\"},\n",
       " {'id': 2456551,\n",
       "  'x': 310100,\n",
       "  'y': 678950,\n",
       "  'entities': (),\n",
       "  'text': 'Someone has thoughtfully provided steps down to the beach from the informal parking area under the trees.'},\n",
       " {'id': 783694,\n",
       "  'x': 307958,\n",
       "  'y': 490590,\n",
       "  'entities': (Skelda Hill, MOD),\n",
       "  'text': 'The southern part of the beach of Eskmeals.  Also showing the radio mast at Skelda Hill and the radar dome at the MOD test firing facility.'},\n",
       " {'id': 761524,\n",
       "  'x': 308420,\n",
       "  'y': 496170,\n",
       "  'entities': (),\n",
       "  'text': 'The Cumbria Coastal Way leaves the village of Ravenglass at this point and follows the top of the beach along the coast.  During a high tide such as this the route becomes impassable.'},\n",
       " {'id': 2151205,\n",
       "  'x': 302110,\n",
       "  'y': 143600,\n",
       "  'entities': (summer, Dunster),\n",
       "  'text': 'View west along the beach and sea front. In the distance through the unseasonal summer mist and rain can be seen the hill at Dunster.'},\n",
       " {'id': 2607012,\n",
       "  'x': 319289,\n",
       "  'y': 999090,\n",
       "  'entities': (Rackwick Bay,),\n",
       "  'text': 'A stream runs down the steep hill here and has carved a shallow valley which has become a haven of ferns. Beyond are splendid views of the cliffs and beach of Rackwick Bay.'},\n",
       " {'id': 1039483,\n",
       "  'x': 301729,\n",
       "  'y': 79740,\n",
       "  'entities': (one, Queens Drive),\n",
       "  'text': 'The high tide and strong waves are covering the rocks just off the beach which are only exposed at low tide. This is one of several groynes that run out from the beach at Queens Drive just east of the town.'},\n",
       " {'id': 1752478,\n",
       "  'x': 316930,\n",
       "  'y': 699260,\n",
       "  'entities': (Loch Leven, Findatie the Bishop hill),\n",
       "  'text': 'Loch Leven beach at Findatie the Bishop hill is in the background'},\n",
       " {'id': 1260053,\n",
       "  'x': 316948,\n",
       "  'y': 699339,\n",
       "  'entities': (Loch Leven, Ochils),\n",
       "  'text': 'A view from the beach at the east end of Loch Leven just before sunset. The hills in the distance are the Ochils.'},\n",
       " {'id': 198417,\n",
       "  'x': 306299,\n",
       "  'y': 81700,\n",
       "  'entities': (north east,),\n",
       "  'text': 'A view looking north east over the town and beach.'},\n",
       " {'id': 2636538,\n",
       "  'x': 321179,\n",
       "  'y': 871240,\n",
       "  'entities': (Lossiemouth,),\n",
       "  'text': 'Looking towards the town of Lossiemouth. The tank traps here have mostly foundered and may shortly be completely buried in the sand. The beach is very popular with dog walkers.'},\n",
       " {'id': 2636602,\n",
       "  'x': 321349,\n",
       "  'y': 871140,\n",
       "  'entities': (Lossiemouth,),\n",
       "  'text': 'Just one of the tank traps on this fine stretch of beach remains approximately upright. In the distance is the town of Lossiemouth.'},\n",
       " {'id': 3079869,\n",
       "  'x': 321710,\n",
       "  'y': 870930,\n",
       "  'entities': (west beach,),\n",
       "  'text': 'Looking towards the town from the west beach.  The buried concrete blocks were wartime anti-tank measures.'},\n",
       " {'id': 908918,\n",
       "  'x': 319159,\n",
       "  'y': 678130,\n",
       "  'entities': (Cramond Island, Inverkeithing),\n",
       "  'text': 'Taken from the causeway to Cramond Island a beachcomber searches. In the background is the Houndpoint Oil terminal and the town of Inverkeithing over the water in Fife.'},\n",
       " {'id': 128335,\n",
       "  'x': 314500,\n",
       "  'y': 382500,\n",
       "  'entities': (),\n",
       "  'text': 'Footbridge which crosses the railway line and links the village to the beach'},\n",
       " {'id': 1273555,\n",
       "  'x': 323900,\n",
       "  'y': 870730,\n",
       "  'entities': (Lossiemouth, Spey Bay, Lossie),\n",
       "  'text': 'Lossiemouth town is on the right with the dunes and beach facing Spey Bay in the centre and the actual mouth of the Lossie on the left.'},\n",
       " {'id': 679604,\n",
       "  'x': 311060,\n",
       "  'y': 86610,\n",
       "  'entities': (Peak Hill,),\n",
       "  'text': 'Looking west along the shingle beach with Peak Hill on the right and High Peak in the distance.'},\n",
       " {'id': 1160524,\n",
       "  'x': 311500,\n",
       "  'y': 86770,\n",
       "  'entities': (),\n",
       "  'text': \"Sidmouth beach with cliffs looking back towards Jacob's Ladder and the town.\"},\n",
       " {'id': 1966888,\n",
       "  'x': 311909,\n",
       "  'y': 86982,\n",
       "  'entities': (Jacob's Ladder, Peak Hill Road, 9.56pm),\n",
       "  'text': \"The coastline at Jacob's Ladder and the path leading from Peak Hill Road down to the beach. Taken at 9.56pm.\"},\n",
       " {'id': 1965520,\n",
       "  'x': 311944,\n",
       "  'y': 86992,\n",
       "  'entities': (Peak Hill Road, Jacob's Ladder),\n",
       "  'text': \"A path leading from Peak Hill Road down onto the beach - alternatively you can walk down Jacob's Ladder.\"},\n",
       " {'id': 1965518,\n",
       "  'x': 311982,\n",
       "  'y': 86967,\n",
       "  'entities': (Jacob, Ladder),\n",
       "  'text': \"Jacob's Ladder stairs leading down onto the beach from the hilltop.\"},\n",
       " {'id': 2260177,\n",
       "  'x': 312480,\n",
       "  'y': 87100,\n",
       "  'entities': (Chit Rocks, Sidmouth),\n",
       "  'text': 'Chit Rocks is the name of the outcrop at the end of the stretch of beach at Sidmouth town centre.'},\n",
       " {'id': 205572,\n",
       "  'x': 326199,\n",
       "  'y': 868600,\n",
       "  'entities': (Lossie Forest,),\n",
       "  'text': 'This footpath is the access to the beach through Lossie Forest.'},\n",
       " {'id': 648144,\n",
       "  'x': 313820,\n",
       "  'y': 143930,\n",
       "  'entities': (two,),\n",
       "  'text': 'This path leads northwards from the village between two fenced fields towards the beach.'},\n",
       " {'id': 2892861,\n",
       "  'x': 312979,\n",
       "  'y': 87310,\n",
       "  'entities': (Sidmouth Hill Cliff,),\n",
       "  'text': 'View to the east along the shingle beach below Sidmouth Hill Cliff.'},\n",
       " {'id': 849627,\n",
       "  'x': 319930,\n",
       "  'y': 475720,\n",
       "  'entities': (National Trust,),\n",
       "  'text': 'This small area of sand dunes between the National Trust car park and the beach is protected from walkers by barriers. The distant windfarm (centre left) is on Hare Slack Hill ([[SD2377]])'},\n",
       " {'id': 229565,\n",
       "  'x': 314399,\n",
       "  'y': 144300,\n",
       "  'entities': (the Car Park, Kilve),\n",
       "  'text': 'This is the view towards the Car Park and Kilve village from the track to the beach. The chimney in the middle of the picture is the top of the [[[80352]]].'},\n",
       " {'id': 6856,\n",
       "  'x': 314000,\n",
       "  'y': 87700,\n",
       "  'entities': (Salcombe Hill Cliff, Salcombe Mouth),\n",
       "  'text': 'Looking Eastwards along the coast from Salcombe Hill Cliff towards Dunscombe cliff. In the foreground are the steps of the South West Coastal path and at the beach is Salcombe Mouth'},\n",
       " {'id': 1308978,\n",
       "  'x': 328090,\n",
       "  'y': 867920,\n",
       "  'entities': (Moray Firth,),\n",
       "  'text': 'The building beyond the trees is one of the main gun batteries covering the beach and Moray Firth.  The closer building is a store (possibly ammunition) with a trench leading to the rear of the gun battery.'},\n",
       " {'id': 1769306,\n",
       "  'x': 328229,\n",
       "  'y': 691490,\n",
       "  'entities': (),\n",
       "  'text': 'A dual carriageway between town and beach.'},\n",
       " {'id': 488759,\n",
       "  'x': 334380,\n",
       "  'y': 1003860,\n",
       "  'entities': (Scapa Flow, Hoy),\n",
       "  'text': 'Low grassy banks above a stony beach on Scapa Flow. In the far distance are the hills of Hoy.'},\n",
       " {'id': 3313595,\n",
       "  'x': 329349,\n",
       "  'y': 692400,\n",
       "  'entities': (Ravenscraig Park,),\n",
       "  'text': 'Viewed looking across the beach with the trees in Ravenscraig Park in the background.'},\n",
       " {'id': 1568645,\n",
       "  'x': 333009,\n",
       "  'y': 858920,\n",
       "  'entities': (the Dipple Burn, about 25 metres),\n",
       "  'text': 'Looking across the waterlogged entrance to the fields to the trees which line the course of the Dipple Burn at the foot of the steep slope at the edge of the flood plain. This is probably an ancient beach formed when sea level was about 25 metres higher than it is now.'},\n",
       " {'id': 441513,\n",
       "  'x': 322610,\n",
       "  'y': 145980,\n",
       "  'entities': (Stolford Village, Hinkley Point),\n",
       "  'text': 'This water outlet is on the beach between Stolford Village and Hinkley Point.  The water is ejected at considerable speed as is shown here.'},\n",
       " {'id': 186983,\n",
       "  'x': 337500,\n",
       "  'y': 1033500,\n",
       "  'entities': (Rousay the Braes of Moan, Burger Hill),\n",
       "  'text': 'On the West coast of Rousay the Braes of Moan end dramatically at the cliffs and storm beaches. Wind Generators on Burger Hill are just visible in the distance on the Orkney Mainland '},\n",
       " {'id': 1204897,\n",
       "  'x': 327589,\n",
       "  'y': 407060,\n",
       "  'entities': (),\n",
       "  'text': 'A hilly walk near to the beach.'},\n",
       " {'id': 263260,\n",
       "  'x': 322899,\n",
       "  'y': 89200,\n",
       "  'entities': (),\n",
       "  'text': 'Looking up into the town from above the beach.'},\n",
       " {'id': 2262823,\n",
       "  'x': 323029,\n",
       "  'y': 89140,\n",
       "  'entities': (Sea Hill,),\n",
       "  'text': 'The steep ascent of Sea Hill awaits us as we look back up towards the village from the beach.'},\n",
       " {'id': 2262813,\n",
       "  'x': 323169,\n",
       "  'y': 89130,\n",
       "  'entities': (),\n",
       "  'text': \"Fishermen's parapherlalia is scattered neatly across the small main beach at the slipway from Beer village.\"},\n",
       " {'id': 420402,\n",
       "  'x': 328989,\n",
       "  'y': 412010,\n",
       "  'entities': (-1, The Ainsdale Hills, up to 15 metres),\n",
       "  'text': 'There is a wide area of flat sand between here and the sand dunes. Elevation as shown by GPS was -1 metre. The Ainsdale Hills in the dunes go up to 15 metres - high relative to the beach!'},\n",
       " {'id': 1126079,\n",
       "  'x': 339819,\n",
       "  'y': 1013070,\n",
       "  'entities': (),\n",
       "  'text': 'Looking along the pebble beach to the mouth of a burn. Hill of Lyradale in the distance.'},\n",
       " {'id': 937038,\n",
       "  'x': 332180,\n",
       "  'y': 391570,\n",
       "  'entities': (Wallasey Town Hall, Mersey, Snowball, August, Holiday Monday),\n",
       "  'text': 'Wallasey Town Hall and a few dog walkers on the beach viewed from the Mersey ferry \"Snowball\" on August Bank Holiday Monday.'},\n",
       " {'id': 889503,\n",
       "  'x': 328940,\n",
       "  'y': 158930,\n",
       "  'entities': (Uphill, Oldmixon, Bleadon Hill, Brean),\n",
       "  'text': 'Looking eastwards towards Uphill and Oldmixon villages on the side of Bleadon Hill. Brean beach to the right.'},\n",
       " {'id': 2799491,\n",
       "  'x': 328900,\n",
       "  'y': 153000,\n",
       "  'entities': (),\n",
       "  'text': 'A large tree that has been washed up on the beach.'},\n",
       " {'id': 473443,\n",
       "  'x': 338900,\n",
       "  'y': 701180,\n",
       "  'entities': (),\n",
       "  'text': 'A large section of the town is protected by this beach barrier which provides a nice strolling walk by the sea.'},\n",
       " {'id': 896240,\n",
       "  'x': 331869,\n",
       "  'y': 162160,\n",
       "  'entities': (Weston,),\n",
       "  'text': 'View southwards along the Weston beach. The pier is just visible through the trees to the right.'},\n",
       " {'id': 527485,\n",
       "  'x': 340209,\n",
       "  'y': 701930,\n",
       "  'entities': (Silverburn,\n",
       "   Lundin Links,\n",
       "   Largo,\n",
       "   Lundin Links,\n",
       "   Largo,\n",
       "   Flagstaff Hill),\n",
       "  'text': 'Small sandbar holding back a pool of fresh water on the beach. This area is just off the Silverburn and Lundin Links golf courses and about midway between Largo and Leven. Looking towards Lundin Links and Largo with Flagstaff Hill on the skyline.'},\n",
       " {'id': 37718,\n",
       "  'x': 337799,\n",
       "  'y': 502500,\n",
       "  'entities': (),\n",
       "  'text': 'The rock and the tree topped out crop just to the left of the beach are nearly the only \"land\" features in this square.'},\n",
       " {'id': 393261,\n",
       "  'x': 333820,\n",
       "  'y': 91740,\n",
       "  'entities': (2005, 2006, Lyme Regis),\n",
       "  'text': 'During 2005 and 2006 the main beach and promenade of the historic seaside town of Lyme Regis were extensively renovated as part of a multi-million pound coastal protection scheme. More photos are available at www.malconet.me.uk/lymebeach'},\n",
       " {'id': 2775321,\n",
       "  'x': 333980,\n",
       "  'y': 91920,\n",
       "  'entities': (Front Beach,),\n",
       "  'text': 'This is the view north east along Front Beach from close to the new groyne which separates the small sandy beach in the west from the shingle beach to the east visible in this image. The main part of the town is visible next to the beach.'},\n",
       " {'id': 2883764,\n",
       "  'x': 337389,\n",
       "  'y': 301920,\n",
       "  'entities': (Resting Hill, Snailbeach, Snailbeach),\n",
       "  'text': 'The lower slopes of Resting Hill above Snailbeach are covered with deciduous woodland. View from the public footpath ascending the hill from Snailbeach '},\n",
       " {'id': 1649096,\n",
       "  'x': 344070,\n",
       "  'y': 677460,\n",
       "  'entities': (Edinburgh, Cockenzie),\n",
       "  'text': 'Looking across the beach towards snow covered hills around Edinburgh and Cockenzie power station.'},\n",
       " {'id': 227550,\n",
       "  'x': 346599,\n",
       "  'y': 868200,\n",
       "  'entities': (Findochty,),\n",
       "  'text': 'A sandy beach lines the east end of the village of Findochty.'},\n",
       " {'id': 247966,\n",
       "  'x': 349600,\n",
       "  'y': 868100,\n",
       "  'entities': (Cullen,),\n",
       "  'text': 'Looking across the rocky shore north of the beach towards the town of Cullen in the distance.'},\n",
       " {'id': 297969,\n",
       "  'x': 347499,\n",
       "  'y': 683500,\n",
       "  'entities': (Gullane Bay,),\n",
       "  'text': 'The fine sandy beach at Gullane Bay with a good view across the Firth of Forth to the hills of Fife.'},\n",
       " {'id': 382185,\n",
       "  'x': 347750,\n",
       "  'y': 683540,\n",
       "  'entities': (Gullane village,),\n",
       "  'text': 'The very popular beach near Gullane village.'},\n",
       " {'id': 2910302,\n",
       "  'x': 348412,\n",
       "  'y': 727982,\n",
       "  'entities': (Tay,),\n",
       "  'text': 'This is one of many similar tracks in the forest. Here it reaches the beach. The buildings of Broughty Ferry can just be seen across the Tay estuary.'},\n",
       " {'id': 3584,\n",
       "  'x': 350499,\n",
       "  'y': 867500,\n",
       "  'entities': (Cullen,),\n",
       "  'text': 'The historic small town of Cullen is set at the south end of a fine sandy beach'},\n",
       " {'id': 2474282,\n",
       "  'x': 348870,\n",
       "  'y': 699970,\n",
       "  'entities': (Fife,),\n",
       "  'text': 'The beach is never far from the houses in these Fife coast villages.'},\n",
       " {'id': 1227021,\n",
       "  'x': 342029,\n",
       "  'y': 91840,\n",
       "  'entities': (Chideock,),\n",
       "  'text': 'Looking towards the cottages and the lane from Chideock as it descends the hill towards the pub and the beach. The photograph was taken from the carpark.'},\n",
       " {'id': 1538913,\n",
       "  'x': 349080,\n",
       "  'y': 699940,\n",
       "  'entities': (),\n",
       "  'text': 'Its worth knowing where the exit points are from the beach here. View of the sea wall and village from near the advancing tide line.'},\n",
       " {'id': 1456932,\n",
       "  'x': 349459,\n",
       "  'y': 728390,\n",
       "  'entities': (Tentsmuir Forest,),\n",
       "  'text': 'Wide beach off the northern end of Tentsmuir Forest.'},\n",
       " {'id': 2474303,\n",
       "  'x': 349220,\n",
       "  'y': 699950,\n",
       "  'entities': (),\n",
       "  'text': 'A winding creek of shallow water at a corner of the beach in this attractive village on the Fife Coast path.'},\n",
       " {'id': 2972521,\n",
       "  'x': 351230,\n",
       "  'y': 867140,\n",
       "  'entities': (Moray,),\n",
       "  'text': 'Cullen is a delightful fishing/seaside village on the north Moray coast.  The Cullen Corner Shop sells everything you need for a good day at the beach...'},\n",
       " {'id': 1434611,\n",
       "  'x': 350059,\n",
       "  'y': 724100,\n",
       "  'entities': (Tentsmuir,),\n",
       "  'text': 'Young trees behind the beach at Tentsmuir.'},\n",
       " {'id': 2643171,\n",
       "  'x': 344820,\n",
       "  'y': 90950,\n",
       "  'entities': (Thorncombe Beacon, Doghouse Hill),\n",
       "  'text': 'Looking along the shingle beach towards Thorncombe Beacon and Doghouse Hill.'},\n",
       " {'id': 104205,\n",
       "  'x': 352499,\n",
       "  'y': 701600,\n",
       "  'entities': (Post, North),\n",
       "  'text': 'The Post office is the central building in this photo taken from across the harbour and looking North. The village is built on a raised beach and the houses of the street behind are on the upper beach with steep wynds between both streets.'},\n",
       " {'id': 2265495,\n",
       "  'x': 355549,\n",
       "  'y': 866440,\n",
       "  'entities': (),\n",
       "  'text': 'Popular wee fishing village and beach on the Moray Firth'},\n",
       " {'id': 948645,\n",
       "  'x': 358070,\n",
       "  'y': 704230,\n",
       "  'entities': (Sandy, Kilrenny Mill),\n",
       "  'text': 'Sandy beach beside Kilrenny Mill caravan site with the eastern extremity of Cellardyke village in the background.'},\n",
       " {'id': 758905,\n",
       "  'x': 353030,\n",
       "  'y': 87160,\n",
       "  'entities': (West hill, West bexington, Swyre),\n",
       "  'text': 'West hill is the upper part of West bexington and this is looking south to the beach from the road from Swyre'},\n",
       " {'id': 758897,\n",
       "  'x': 353199,\n",
       "  'y': 86580,\n",
       "  'entities': (Chesil beach,),\n",
       "  'text': 'The main street runs down to the sea at Chesil beach where there is a large car park. This is the view N-E up the hill.'},\n",
       " {'id': 1195458,\n",
       "  'x': 353550,\n",
       "  'y': 86340,\n",
       "  'entities': (nestle, the Chesil Beach),\n",
       "  'text': 'The beach huts nestle down into the hillside behind the Chesil Beach.'},\n",
       " {'id': 758972,\n",
       "  'x': 354389,\n",
       "  'y': 86240,\n",
       "  'entities': (Limekiln Hill, Chesil beach),\n",
       "  'text': 'The farm is on the left and the house is in  the centre in this view from Limekiln Hill with Chesil beach behind'},\n",
       " {'id': 1931575,\n",
       "  'x': 354739,\n",
       "  'y': 91140,\n",
       "  'entities': (Chalk Pit Lane,\n",
       "   A35,\n",
       "   Knowle,\n",
       "   Puncknowle,\n",
       "   Chesil beach,\n",
       "   West Bexington),\n",
       "  'text': 'View south from near the north end of Chalk Pit Lane where it intersects with the A35. The prominent hill in the distance on the right is the Knowle at Puncknowle. Just beyond is the Chesil beach coast at West Bexington'},\n",
       " {'id': 356173,\n",
       "  'x': 361699,\n",
       "  'y': 707700,\n",
       "  'entities': (Roome Harbour, Mill Skelly),\n",
       "  'text': 'Looking towards the town from the western end of the beach at Roome Harbour. Showing the sea wall above Mill Skelly.'},\n",
       " {'id': 583949,\n",
       "  'x': 362520,\n",
       "  'y': 681820,\n",
       "  'entities': (),\n",
       "  'text': 'Track running behind the dunes with the slacks on the left. The dunes here are simple - one high sand hill rising behind the beach and a large area of flat wetland beyond.'},\n",
       " {'id': 342614,\n",
       "  'x': 362699,\n",
       "  'y': 681320,\n",
       "  'entities': (Ravensheugh,),\n",
       "  'text': 'Lots of interesting shaped trees on the walk to the beach at Ravensheugh Sands.'},\n",
       " {'id': 1376846,\n",
       "  'x': 363299,\n",
       "  'y': 680600,\n",
       "  'entities': (Sandy Hirst,),\n",
       "  'text': 'The view of the point where the path from the car park at the end of Limetrees Walk reaches the beach.  The path to Sandy Hirst continues beyond the fallen tree trunk.'},\n",
       " {'id': 1092272,\n",
       "  'x': 360470,\n",
       "  'y': 82200,\n",
       "  'entities': (Chesil beach,),\n",
       "  'text': 'View south west towards the Fleet and Chesil beach from the lane leading west from the village.'},\n",
       " {'id': 2523769,\n",
       "  'x': 368490,\n",
       "  'y': 78840,\n",
       "  'entities': (Pavilion, Weymouth),\n",
       "  'text': 'The view from between the trees along the Nothe Gardens towards the Pavilion and Weymouth beach.'},\n",
       " {'id': 2805519,\n",
       "  'x': 372849,\n",
       "  'y': 757200,\n",
       "  'entities': (),\n",
       "  'text': 'The south end of the town beach'},\n",
       " {'id': 919132,\n",
       "  'x': 375110,\n",
       "  'y': 81340,\n",
       "  'entities': (Ringstead,),\n",
       "  'text': 'The beach at Ringstead is almost entirely made up of flint. The village is just behind the beach'},\n",
       " {'id': 919107,\n",
       "  'x': 375419,\n",
       "  'y': 81260,\n",
       "  'entities': (View Walong,),\n",
       "  'text': 'View Walong the beach from just south of the village'},\n",
       " {'id': 2023253,\n",
       "  'x': 382398,\n",
       "  'y': 79953,\n",
       "  'entities': (),\n",
       "  'text': 'Path from the beach to the village.'},\n",
       " {'id': 2551941,\n",
       "  'x': 382420,\n",
       "  'y': 79920,\n",
       "  'entities': (Main Road,\n",
       "   the Lulworth Village Hall http://www.westlulworth-pc.org.uk/pages/village_hall_thehall.htm),\n",
       "  'text': \"At the bottom of Main Road right on the top of the beach it's now a café. It's original role is commemorated in a tapestry in the Lulworth Village Hall http://www.westlulworth-pc.org.uk/pages/village_hall_thehall.htm showing the building without the recent extension on the landward side.\"},\n",
       " {'id': 397980,\n",
       "  'x': 383409,\n",
       "  'y': 142580,\n",
       "  'entities': (the watersports lake .., 397952),\n",
       "  'text': 'The beach on the watersports lake .. the monkey puzzle tree [[397952]] is visible below the dam.'},\n",
       " {'id': 1008177,\n",
       "  'x': 387849,\n",
       "  'y': 785500,\n",
       "  'entities': (Dunnottar,),\n",
       "  'text': 'Looking down from the viewpoint on the road in to town from Dunnottar across to the harbour and the beach behind.'},\n",
       " {'id': 833326,\n",
       "  'x': 388430,\n",
       "  'y': 864410,\n",
       "  'entities': (Kirk, 1 Km, New Aberdour),\n",
       "  'text': 'This ruined Kirk lies over 1 Km north of New Aberdour village on the steep road down to the beach. I have not been able to discover anything more about its history.'},\n",
       " {'id': 940484,\n",
       "  'x': 389399,\n",
       "  'y': 355420,\n",
       "  'entities': (East,),\n",
       "  'text': 'Looking up the reservoir from the East shore towards the [[889460]]. The \"beach\" in the trees just to the right of the dam where the opposing view in [[890224]] was taken from.'},\n",
       " {'id': 3115470,\n",
       "  'x': 394509,\n",
       "  'y': 664420,\n",
       "  'entities': (the Coastal Path, Fort Point),\n",
       "  'text': 'A view back to the town and beach from the Coastal Path as it climbs to cross the sandstone headland by Fort Point.'},\n",
       " {'id': 939493,\n",
       "  'x': 395990,\n",
       "  'y': 77630,\n",
       "  'entities': (Chapman's Pool,),\n",
       "  'text': \"This track is also a bridleway that leads up from the beach at Chapman's Pool to Hill Bottom where it briefly merges with the coastal path.\"},\n",
       " {'id': 939497,\n",
       "  'x': 396079,\n",
       "  'y': 77650,\n",
       "  'entities': (Chapman's Pool, West Hill),\n",
       "  'text': \"This track is also a bridleway that leads up from the beach at Chapman's Pool to Hill Bottom. A little further on it merges with the coastal footpath that descends from West Hill (to the right). The right of way that continues on up Hill Bottom towards Swanworth quarry is also the southern start (or end) of the Purbeck Way footpath.\"},\n",
       " {'id': 1935935,\n",
       "  'x': 401029,\n",
       "  'y': 650980,\n",
       "  'entities': (),\n",
       "  'text': 'The most southerly part of the promenade and sandy beach with hills and cliffs beyond.'},\n",
       " {'id': 972808,\n",
       "  'x': 401450,\n",
       "  'y': 86370,\n",
       "  'entities': (),\n",
       "  'text': 'A lone boat is beached amongst the pine trees.  The peninsula is private.'},\n",
       " {'id': 1196800,\n",
       "  'x': 401978,\n",
       "  'y': 826250,\n",
       "  'entities': (Newburgh, at least 2 years, February 2008, the last year),\n",
       "  'text': 'The remains of this large tree stump have been stranded on Newburgh beach for at least 2 years. Comparison with an earlier photograph [[704904]] from February 2008 shows just how little it has changed in the last year.'},\n",
       " {'id': 1654424,\n",
       "  'x': 401999,\n",
       "  'y': 826300,\n",
       "  'entities': (Christmas, Forvie),\n",
       "  'text': 'Looking rather like snow covered Christmas trees these are in fact ice crystals growing on the edge of a freshwater burn as it reaches the beach at Rockend on the Sands of Forvie.'},\n",
       " {'id': 2047268,\n",
       "  'x': 403139,\n",
       "  'y': 79060,\n",
       "  'entities': (),\n",
       "  'text': \"Looking south from the stumpy little pier halfway along the town's main beach.\"},\n",
       " {'id': 2211539,\n",
       "  'x': 403260,\n",
       "  'y': 78940,\n",
       "  'entities': (Swanage, today),\n",
       "  'text': 'The town beach at Swanage. Plenty of seaweed today...'},\n",
       " {'id': 118063,\n",
       "  'x': 404099,\n",
       "  'y': 85800,\n",
       "  'entities': (Sandbanks, 2 miles, Studland, the National Trust),\n",
       "  'text': 'This is also a popular beach just a short walk from the Sandbanks chain ferry.  This beach is backed by sand dunes and is a popular walking beach leading after approx. 2 miles to the village of Studland.  In the central area of this beach is a large area reserved by the National Trust for naturists.'},\n",
       " {'id': 178608,\n",
       "  'x': 403900,\n",
       "  'y': 828400,\n",
       "  'entities': (Collieston, Lawrence, Arabia, Summer),\n",
       "  'text': 'The old fishing village of Collieston. Lawrence of Arabia lived here briefly after WW1. Popular holiday beach in Summer.'},\n",
       " {'id': 1231803,\n",
       "  'x': 413550,\n",
       "  'y': 641710,\n",
       "  'entities': (Lindisfarne Castle, Priory),\n",
       "  'text': 'Looking back down the steep path up to Lindisfarne Castle.  Rocks and seaweek were exposed on the beach as the tide was low.  The Priory and other buildings in the village can be seen in the distance.'},\n",
       " {'id': 319182,\n",
       "  'x': 418100,\n",
       "  'y': 90800,\n",
       "  'entities': (Christchurch Harbour, winter, Double Dykes, Warren Hill),\n",
       "  'text': 'These beach huts that face onto Christchurch Harbour are boarded up for winter. The small road in the foreground leads to the public road at the Double Dykes. Usually the road train is the only vehicle that uses this road. The eastern end of Warren Hill can be seen on the right in the distance.'},\n",
       " {'id': 1997907,\n",
       "  'x': 418459,\n",
       "  'y': 635090,\n",
       "  'entities': (Bamburgh,),\n",
       "  'text': 'The quaint village of Bamburgh is justly popular both for its dramatic castle and the stunning beaches.'},\n",
       " {'id': 2023792,\n",
       "  'x': 419709,\n",
       "  'y': 634560,\n",
       "  'entities': (Northumbrian beach E., Bamburgh, Inner Sound),\n",
       "  'text': 'A bouldery Northumbrian beach E. of the village and castle at Bamburgh. Out to sea beyond is seen the island of Inner Farne the intervening water being Inner Sound.'},\n",
       " {'id': 2023820,\n",
       "  'x': 420640,\n",
       "  'y': 633420,\n",
       "  'entities': (Monk, House, Greenhill Rocks, St. Aiden's),\n",
       "  'text': \"The sandy beach in front of Monk's House is interrupted by a series of flat rocky outcrops; this image is taken from the edge of Greenhill Rocks and looks to the SE. The dunes to the right of the photo are St. Aiden's Dunes and distantly the village of Seahouses is discernible too.\"},\n",
       " {'id': 3135668,\n",
       "  'x': 423160,\n",
       "  'y': 629630,\n",
       "  'entities': (),\n",
       "  'text': 'Looking along the road into Beadnell village which runs alongside the sand dunes and beach. The gate on the left of the photo allows pedestrian access to the dunes and beach.'},\n",
       " {'id': 1536512,\n",
       "  'x': 431689,\n",
       "  'y': 588690,\n",
       "  'entities': (Northumberland,),\n",
       "  'text': 'On the beach just north of the town on the Northumberland coast'},\n",
       " {'id': 2033858,\n",
       "  'x': 428169,\n",
       "  'y': 1176890,\n",
       "  'entities': (Hillswick, the St Magnus Hotel),\n",
       "  'text': 'Stone gateway with capricious metal sculptures at the south end of Hillswick village. The beach is backed by the St Magnus Hotel and the church.'},\n",
       " {'id': 570470,\n",
       "  'x': 444750,\n",
       "  'y': 93180,\n",
       "  'entities': (),\n",
       "  'text': 'Between the holiday village and the sea a number of paths have been created through the woodland.  Many end abruptly at the edge of an area of scrub land which slopes steeply towards the sea.  There is no access to the beach from here.'},\n",
       " {'id': 836548,\n",
       "  'x': 445369,\n",
       "  'y': 108400,\n",
       "  'entities': (Netley,),\n",
       "  'text': 'This fallen tree is a victim of coastal erosion at Netley beach. There are no defences along this stretch of beach.'},\n",
       " {'id': 1307222,\n",
       "  'x': 436969,\n",
       "  'y': 1120760,\n",
       "  'entities': (St Ninian's, Bigton),\n",
       "  'text': \"View from St Ninian's Isle of the tombolo beach. In the distance can be seen the village of Bigton.\"},\n",
       " {'id': 2022780,\n",
       "  'x': 436959,\n",
       "  'y': 1135700,\n",
       "  'entities': (Hamna Voe,),\n",
       "  'text': 'New houses have been built amongst the old in the fishing village on Hamna Voe. Small boats have been pulled up to the top of the shingle beach in the sheltered bay.'},\n",
       " {'id': 515203,\n",
       "  'x': 447770,\n",
       "  'y': 100950,\n",
       "  'entities': (Stanswood Bay, The Isle of Wight, a few hours later),\n",
       "  'text': 'A very bright and blue summer morning at Stanswood Bay. The gentle curve of the shore is viewed here from the shade of overhanging holm oak trees. The Isle of Wight is visible in the haze on the other side of the Solent. At high tide a few hours later the sea reached up to the top of the sandy strip of beach.'},\n",
       " {'id': 859408,\n",
       "  'x': 447910,\n",
       "  'y': 101090,\n",
       "  'entities': (Hillhead,),\n",
       "  'text': 'The shingle at the top of the beach south of Hillhead.'},\n",
       " {'id': 327413,\n",
       "  'x': 447980,\n",
       "  'y': 101110,\n",
       "  'entities': (one, Calshot Spit),\n",
       "  'text': 'This picture shows one end of the beach huts that hug Calshot Spit.  Further along there is a sharp rise away from the sea with a lot of trees and shrub.  There is very little sand on this beach - mostly the stones as you can see.'},\n",
       " {'id': 1997571,\n",
       "  'x': 448780,\n",
       "  'y': 76840,\n",
       "  'entities': (Blackgang Chine,\n",
       "   The Disappearing Village',\n",
       "   many years,\n",
       "   Hampshire,\n",
       "   Eastern Counties),\n",
       "  'text': \"The educational section of the former Blackgang Chine theme park is now separately marketed as 'The Disappearing Village' and includes this combined vertical boiler and steam engine ensemble driving a winch. Although originally intended for dockyard work it was used for many years on a Hampshire timber estate. It is now set up as a slipway winch in a beach/boat display area. There are very few examples of this type of steam ensemble in the country as a whole and this is possibly the best. It is demonstrated turning on a motor drive. The engine is by an unknown maker although Eastern Counties is a possibility.\"},\n",
       " {'id': 327499,\n",
       "  'x': 448699,\n",
       "  'y': 102190,\n",
       "  'entities': (Calshot Village,),\n",
       "  'text': 'This is viewed from the Spit looking toward Calshot Village which is on the right.  The beach huts are on the left of the picture.'},\n",
       " {'id': 1668667,\n",
       "  'x': 444919,\n",
       "  'y': 541670,\n",
       "  'entities': (the North Sea,\n",
       "   the Durham Coastal Path,\n",
       "   Horden,\n",
       "   Whitesides Gill),\n",
       "  'text': 'This photograph shows a view of the North Sea from the Durham Coastal Path as it passes the village of Horden.  The picture was taken looking in an easterly direction from the steps that lead from the beach up to the high ground at Whitesides Gill. A view looking in the opposite direction to the point from which this picture was taken can be seen here [[1582702]] .'},\n",
       " {'id': 3127539,\n",
       "  'x': 454470,\n",
       "  'y': 101830,\n",
       "  'entities': (Hill Head,),\n",
       "  'text': 'This jetty with marker is on Hill Head beach.  It is marked by the OS as an outfall.'},\n",
       " {'id': 3127658,\n",
       "  'x': 455399,\n",
       "  'y': 101460,\n",
       "  'entities': (Hill Head, Lee),\n",
       "  'text': 'These beach chalets are between Hill Head and Lee-on-the-Solent.'},\n",
       " {'id': 530331,\n",
       "  'x': 457540,\n",
       "  'y': 93140,\n",
       "  'entities': (),\n",
       "  'text': 'Stone causeway on the beach north of the village of the same name jutting out into the Solent at high tide and Ryde West Sands at low tide.'},\n",
       " {'id': 3226383,\n",
       "  'x': 452780,\n",
       "  'y': 529450,\n",
       "  'entities': (),\n",
       "  'text': 'Looking north up the beach from the southern end of the town.'},\n",
       " {'id': 709528,\n",
       "  'x': 448719,\n",
       "  'y': 1169010,\n",
       "  'entities': (Lunna Kirk,),\n",
       "  'text': 'The photo is taken south of Lunna Kirk. The building appears to be deserted - perhaps an old farm? Erosion of the hillside behind the beach is evident from the exposed face with minor slips.'},\n",
       " {'id': 426058,\n",
       "  'x': 457570,\n",
       "  'y': 1199500,\n",
       "  'entities': (Gallow Hill,),\n",
       "  'text': 'The storm beach separating the sea and the loch; Gallow Hill is in the background.'},\n",
       " {'id': 2634109,\n",
       "  'x': 461159,\n",
       "  'y': 1214240,\n",
       "  'entities': (Burrafirth,),\n",
       "  'text': 'Looking down at the beach at the head of the sea inlet that gives the village of Burrafirth its name.'},\n",
       " {'id': 2812580,\n",
       "  'x': 481749,\n",
       "  'y': 95650,\n",
       "  'entities': (the Holiday Village,),\n",
       "  'text': 'This was taken from the footpath between the beach and the Holiday Village.'},\n",
       " {'id': 1886523,\n",
       "  'x': 465299,\n",
       "  'y': 1214580,\n",
       "  'entities': (Taing, Norwick, the Hill of Clibberswick),\n",
       "  'text': 'Looking over the Taing on Norwick beach across to the Hill of Clibberswick.'},\n",
       " {'id': 2092070,\n",
       "  'x': 465960,\n",
       "  'y': 1216440,\n",
       "  'entities': (),\n",
       "  'text': 'A huge tree trunk on the green above the beach.'},\n",
       " {'id': 1011080,\n",
       "  'x': 485939,\n",
       "  'y': 141670,\n",
       "  'entities': (Frensham,),\n",
       "  'text': 'Large pond in the heathland by Frensham. Its banks are reed- and tree-lined. There are also a few sandy beaches.'},\n",
       " {'id': 952358,\n",
       "  'x': 489299,\n",
       "  'y': 108410,\n",
       "  'entities': (New Barn Hill Waterbeach,),\n",
       "  'text': 'Entrance to Goodwood House off New Barn Hill Waterbeach'},\n",
       " {'id': 2391790,\n",
       "  'x': 492569,\n",
       "  'y': 98550,\n",
       "  'entities': (Two,),\n",
       "  'text': 'Two people sit surrounded by shingle on the beach to the west of the town centre.'},\n",
       " {'id': 1038930,\n",
       "  'x': 493400,\n",
       "  'y': 98820,\n",
       "  'entities': (),\n",
       "  'text': 'There are quite a few of these useful information boards dotted around the seafront area. This one is near the beach and the pier. They show a town map and indicate places of interest to visitors.'},\n",
       " {'id': 2390444,\n",
       "  'x': 493479,\n",
       "  'y': 98780,\n",
       "  'entities': (Bognor Regis,),\n",
       "  'text': \"A boat is drawn high up the shingle beach at Bognor Regis with the town's truncated pier in the background.\"},\n",
       " {'id': 295624,\n",
       "  'x': 485899,\n",
       "  'y': 513000,\n",
       "  'entities': (),\n",
       "  'text': 'Shows the beach and coastal scenery that stretches from the village to the headland of Sandsend Ness'},\n",
       " {'id': 1002207,\n",
       "  'x': 490220,\n",
       "  'y': 306890,\n",
       "  'entities': (Rutland Water, England),\n",
       "  'text': 'A fall in the level of Rutland Water has revealed this beach with its boulders and exposed tree roots. Hard to believe that this is a reservoir in the centre of England and not a tropical beach!'},\n",
       " {'id': 734504,\n",
       "  'x': 502859,\n",
       "  'y': 101060,\n",
       "  'entities': (West Beach,\n",
       "   1733,\n",
       "   Littlehampton Beach,\n",
       "   1796,\n",
       "   West Beach,\n",
       "   ford,\n",
       "   Ferry Road,\n",
       "   1824,\n",
       "   Climping,\n",
       "   Ford),\n",
       "  'text': 'Viewed from West Beach car park at low tide. The mouth was cut in 1733 after a sand spit had deflected the opening eastwards along what is now Littlehampton Beach. The embankment on the western side was built up further in 1796 which contributed to the formation of the sand dunes on West Beach. The sand bars at low tide were low enough to allow carts to ford the river via the beach which until the construction of Ferry Road in 1824 was the only route to the port for the nearby villages of Climping and Ford.'},\n",
       " {'id': 1415680,\n",
       "  'x': 495179,\n",
       "  'y': 505100,\n",
       "  'entities': (Bay Bank',),\n",
       "  'text': \"This steep hill is marked by gradient symbols and called 'Bay Bank' Not too bad on the way down to the beach but very tiring on the way back up home.\"},\n",
       " {'id': 836441,\n",
       "  'x': 495779,\n",
       "  'y': 503520,\n",
       "  'entities': (),\n",
       "  'text': 'The Cleveland Way climbs away from the beach into what looks like a tunnel in the trees.'},\n",
       " {'id': 1976035,\n",
       "  'x': 504360,\n",
       "  'y': 488440,\n",
       "  'entities': (),\n",
       "  'text': 'This paved area is next to the Parlour Tea Rooms and the cliff lift from the town down to the beach.'},\n",
       " {'id': 2746132,\n",
       "  'x': 512554,\n",
       "  'y': 481569,\n",
       "  'entities': (Filey, Carr Naze),\n",
       "  'text': 'These look like part of a boat launching trolley or trailer. They have ended up in a corner of the beach north of Filey town below the Carr Naze headland. The cliff profile shows the soft boulder clay on top of sedimentary layers.'},\n",
       " {'id': 1535371,\n",
       "  'x': 522849,\n",
       "  'y': 104500,\n",
       "  'entities': (Red Valerian, June, July, Sea Kale),\n",
       "  'text': 'Red Valerian and Tree Mallow on the shingle beach. This area is best in June and July for a wonderful colourful display of seaside plants including Sea Kale the white flowers in the background.'},\n",
       " {'id': 845148,\n",
       "  'x': 517089,\n",
       "  'y': 461900,\n",
       "  'entities': (The Earl's Dike, Auburn),\n",
       "  'text': \"Low tide on the beach between The Earl's Dike and the lost medieval village of Auburn.\"},\n",
       " {'id': 845175,\n",
       "  'x': 517179,\n",
       "  'y': 462220,\n",
       "  'entities': (The Earl's Dike, Auburn),\n",
       "  'text': \"Low tide on the beach between The Earl's Dike and the lost medieval village of Auburn.\"},\n",
       " {'id': 845186,\n",
       "  'x': 517159,\n",
       "  'y': 463060,\n",
       "  'entities': (Auburn,),\n",
       "  'text': 'Kite boarder at low tide on the beach just north of the lost medieval village of Auburn.'},\n",
       " {'id': 845179,\n",
       "  'x': 517200,\n",
       "  'y': 462780,\n",
       "  'entities': (the beach east, Auburn),\n",
       "  'text': 'Low tide on the beach east of the lost medieval village of Auburn.'},\n",
       " {'id': 1625360,\n",
       "  'x': 528169,\n",
       "  'y': 104440,\n",
       "  'entities': (King Alfred Leisure Centre,\n",
       "   Hove Lagoon,\n",
       "   first,\n",
       "   10cm,\n",
       "   overnight,\n",
       "   Fairlawns),\n",
       "  'text': 'A strip of lawns lying between the beach and the A259 starting at King Alfred Leisure Centre in the east and ending at Hove Lagoon to the west. This is the first lawn in the east and is often the site used by circuses when they come to town. At present it is covered with a carpet of snow after 10cm fell overnight. The building to the right is [[409467]] whilst that to its left is Fairlawns.'},\n",
       " {'id': 1260768,\n",
       "  'x': 520889,\n",
       "  'y': 448140,\n",
       "  'entities': (Hornsea, Victorian, the Hornsea Town Walk),\n",
       "  'text': \"Looking along Hornsea's modern promenade; the building houses public toilets. The picture of the Victorian beachgoer indicates a location on the Hornsea Town Walk.\"},\n",
       " {'id': 603421,\n",
       "  'x': 529690,\n",
       "  'y': 104410,\n",
       "  'entities': (Lansdowne Place, Brunswick Square),\n",
       "  'text': 'This part of the street is a small link from Lansdowne Place. The cottages converted from former workshops and stables contrast with the rear of big town houses of Brunswick Square behind. Also noticeable is the terrain which gradually slopes down towards the beach.'},\n",
       " {'id': 1353889,\n",
       "  'x': 522675,\n",
       "  'y': 444126,\n",
       "  'entities': (the land east, Mappleton),\n",
       "  'text': 'The rocks were placed on the beach as a breakwater to slow the erosion of the land east of the village of Mappleton.'},\n",
       " {'id': 1801487,\n",
       "  'x': 522820,\n",
       "  'y': 443880,\n",
       "  'entities': (Mappleton,),\n",
       "  'text': 'Down the ramp from Mappleton village these notices greet you as you arrive at the beach!'},\n",
       " {'id': 1117679,\n",
       "  'x': 531810,\n",
       "  'y': 103740,\n",
       "  'entities': (early 1980, Shoreham Harbour, a month),\n",
       "  'text': 'See [[658942]]. The ship ran aground in early 1980 having failed to enter Shoreham Harbour due to force 8 winds then had the crew evacuated when the engines cut out and then drifted to this point before beaching. It stayed a month before being towed away and broken up. It briefly became a tourist attraction with many travelling to see it. The anchor was given to the town and built into a memorial near the spot where it ran aground.'},\n",
       " {'id': 2234879,\n",
       "  'x': 538059,\n",
       "  'y': 101830,\n",
       "  'entities': (Christmas, Christmas Day, Saltdean, December 3rd),\n",
       "  'text': 'My kids and I made this Christmas tree on Christmas Day out of seaweed on Saltdean beach. We made the shape in the snow on December 3rd but after it melted we used seaweed to remake it.'},\n",
       " {'id': 2430212,\n",
       "  'x': 532629,\n",
       "  'y': 315770,\n",
       "  'entities': (Peartree Hill Road, the South Holland Main Drain, St Johns),\n",
       "  'text': 'A John Deere combine harvester on Peartree Hill Road going over the South Holland Main Drain probably heading to Doubledays at Holbeach St Johns http://www.jwdoubleday.co.uk/index.htm'},\n",
       " {'id': 2585138,\n",
       "  'x': 532969,\n",
       "  'y': 311480,\n",
       "  'entities': (Holbeach Drove,),\n",
       "  'text': 'Between the Lincolnshire villages of Holbeach Drove and Gedney Hill'},\n",
       " {'id': 2518507,\n",
       "  'x': 535860,\n",
       "  'y': 321460,\n",
       "  'entities': (Holbeach, Gates, Lanes),\n",
       "  'text': 'Sunnidene is in the trees in the distance on this lane south of Holbeach. Many of the lanes in this area are Gates rather than Lanes'},\n",
       " {'id': 2736714,\n",
       "  'x': 536049,\n",
       "  'y': 325880,\n",
       "  'entities': (),\n",
       "  'text': 'Holbeach sewage works is hidden in the distant trees'},\n",
       " {'id': 3110514,\n",
       "  'x': 536939,\n",
       "  'y': 331270,\n",
       "  'entities': (Holbeach St Marks,),\n",
       "  'text': 'In the village of Holbeach St Marks.'},\n",
       " {'id': 29014,\n",
       "  'x': 537499,\n",
       "  'y': 331500,\n",
       "  'entities': (Holbeach St Marks Village,),\n",
       "  'text': 'Holbeach St Marks Village'},\n",
       " {'id': 3110646,\n",
       "  'x': 537639,\n",
       "  'y': 331390,\n",
       "  'entities': (Holbeach St Marks,),\n",
       "  'text': 'On the eastern edge of the village of Holbeach St Marks. The building in the distance is a telephone exchange.'},\n",
       " {'id': 3229213,\n",
       "  'x': 537799,\n",
       "  'y': 332590,\n",
       "  'entities': (Willow Tree House,),\n",
       "  'text': 'North of Holbeach St Marks the buildings are shown as Willow Tree House on current OS maps but only a farm remains.'},\n",
       " {'id': 3229624,\n",
       "  'x': 538469,\n",
       "  'y': 327630,\n",
       "  'entities': (Lincolnshire, Holbeach Hurn),\n",
       "  'text': 'Close to the small Lincolnshire village of Holbeach Hurn'},\n",
       " {'id': 3107806,\n",
       "  'x': 545939,\n",
       "  'y': 100210,\n",
       "  'entities': (Tide Mills, Rookery Hill),\n",
       "  'text': 'The main street of Tide Mills that still links the beach to the A259 though vehicles are now not allowed beyond the level crossing. Prior to demolition a terrace of cottages was located on the right whilst the granary and mill would have been on the left. The Rookery Hill estate can be seen in the distance.'},\n",
       " {'id': 1583565,\n",
       "  'x': 546420,\n",
       "  'y': 99880,\n",
       "  'entities': (Castle Hill,\n",
       "   the River Ouse,\n",
       "   Newhaven,\n",
       "   Seaford,\n",
       "   the centuries,\n",
       "   the day,\n",
       "   one),\n",
       "  'text': 'Viewed from the beach at Bishopstone looking towards Castle Hill and the western breakwater at the mouth of the River Ouse at Newhaven. Much of this shoreline has a history of being unstable with the mouth of the river moving up and down between Seaford and Newhaven over the centuries. Often a big storm similar to the day before this was taken would block one mouth with shingle removed from further down the bay which in turn would denude that beach and open another mouth.'},\n",
       " {'id': 1588348,\n",
       "  'x': 546569,\n",
       "  'y': 100480,\n",
       "  'entities': (Newhaven,\n",
       "   Seaford,\n",
       "   the River Ouse,\n",
       "   Seaford,\n",
       "   first,\n",
       "   Vanguard Way,\n",
       "   Newhaven,\n",
       "   Seaford,\n",
       "   Rookery Hill,\n",
       "   dusk),\n",
       "  'text': 'A postwar housing estate built on a hill of the same name. Viewed from the footpath that runs along the edge of the beach between Newhaven and Seaford and looking across the low lying land that once carried the River Ouse to one of its former mouths in Seaford. The first embankment contains the Vanguard Way and Ouse Valley Walk footpath whilst the next carries the railway between Newhaven and Seaford. The southern side of Rookery Hill was once sea cliffs. Taken at dusk.'},\n",
       " {'id': 1583576,\n",
       "  'x': 546669,\n",
       "  'y': 99810,\n",
       "  'entities': (Seaford, 1952, Piddinghoe, Castle Hill),\n",
       "  'text': 'The Seaford beach clubhouse of the club that was set up back in 1952. The club also have the right to sail on the pond at Piddinghoe. Newhaven and Castle Hill can be seen in the distance.'},\n",
       " {'id': 1588321,\n",
       "  'x': 546740,\n",
       "  'y': 99720,\n",
       "  'entities': (Hawth Hill, Sunnyside Caravan Park, Seaford Head),\n",
       "  'text': 'Looking up the bank of shingle towards Hawth Hill which has Sunnyside Caravan Park perched on its southern crest. The tower belongs to [[1588305]] whilst Seaford Head is at the eastern end of the beach.'},\n",
       " {'id': 3110949,\n",
       "  'x': 540959,\n",
       "  'y': 332470,\n",
       "  'entities': (Holbeach St Matthew,),\n",
       "  'text': 'Approaching the tiny village of Holbeach St Matthew.'},\n",
       " {'id': 1272942,\n",
       "  'x': 553709,\n",
       "  'y': 96820,\n",
       "  'entities': (the Seven Sisters,\n",
       "   the 19th century,\n",
       "   1747,\n",
       "   Spanish,\n",
       "   Portsmouth,\n",
       "   London),\n",
       "  'text': \"The lowest point amongst the Seven Sisters. Until the 19th century it was possible to access the beach with a horse and cart which meant it was a popular beach for those indulging in the smuggling trade. The access has been lost to erosion along with sea battery and a coastguard watch house which once existed on the cliffs above. The beach was also the site of the wrecking of the Nympha Americana in 1747. The ship was a captured Spanish prize being taken from Portsmouth to London when it lose its way and foundered on the rocks here with a valuable cargo of mercury. The locals from the surrounding village descended onto the wreck carrying away both the valuable cargoes and much of the cedar wood timber the ship was built with which supplied joists for many local barns and made into furniture for others. I'd like to think the timbers in the beach are the remains but I have no evidence and are probably from a small jetty or pier.\"},\n",
       " {'id': 1272516,\n",
       "  'x': 555640,\n",
       "  'y': 97800,\n",
       "  'entities': (the 16th century,\n",
       "   Tiger Inn,\n",
       "   the Napoleonic Wars,\n",
       "   James Dipperay,\n",
       "   King,\n",
       "   Birling),\n",
       "  'text': \"Containing the war memorial and the 16th century Tiger Inn. The big house to the left behind the cottages used as barracks during the Napoleonic Wars is Dipperays which was built around 1750 by James Dipperay a smuggler who apparently turned King's evidence. Tunnels once linked the house with the inn. The village as a whole was heavily involved with smuggling being near to Birling and Crowlink Gaps which gave access to the beach.\"},\n",
       " {'id': 356506,\n",
       "  'x': 550800,\n",
       "  'y': 266800,\n",
       "  'entities': (Waterbeach Fen,),\n",
       "  'text': 'This shows one of the spectacular sunrises visible from Waterbeach Fen. There is not the bleakness of the fens further north as the skyline is broken by  some trees and there are more hedges.'},\n",
       " {'id': 1329517,\n",
       "  'x': 551090,\n",
       "  'y': 265930,\n",
       "  'entities': (west bank, Waterbeach),\n",
       "  'text': 'On the west bank north of Waterbeach. Now partly hidden by the trees. The holes have been filled in.'},\n",
       " {'id': 638569,\n",
       "  'x': 551689,\n",
       "  'y': 265080,\n",
       "  'entities': (Bottisham Lode, Waterbeach),\n",
       "  'text': 'Looking southeast along Bottisham Lode from a footbridge near Waterbeach. A row of pollarded Willow trees are visible on the left.'},\n",
       " {'id': 678602,\n",
       "  'x': 562109,\n",
       "  'y': 99480,\n",
       "  'entities': (Victorian, Redoubt),\n",
       "  'text': 'Victorian townhouses overlooking the beach between Marine Parade and the Redoubt.'},\n",
       " {'id': 1673942,\n",
       "  'x': 564579,\n",
       "  'y': 104610,\n",
       "  'entities': (1973, Pevensey, William the Conqueror),\n",
       "  'text': 'A public open space since 1973 south of the village of Pevensey and the castle and reputed to be the site of the beach where William the Conqueror landed. Plenty of surface water is evident after the melting snow and a night of heavy rain.'},\n",
       " {'id': 1697312,\n",
       "  'x': 567579,\n",
       "  'y': 107930,\n",
       "  'entities': (Star Inn via Northeye, Weald),\n",
       "  'text': 'An old smuggling track from the beaches near Star Inn via Northeye to the Lamb Inn which stands at the foot of higher ground whence routes to nearby Hooe and other villages further north in the Weald could be reached by the gangs that were located in them. Waterlot Stream is in the ditch to the left whilst the chimneys of the inn can be seen above the trees at the end of the field.'},\n",
       " {'id': 1697147,\n",
       "  'x': 568249,\n",
       "  'y': 106640,\n",
       "  'entities': (Barnhorn, Normans Bay, Northeye, Waller, the centuries),\n",
       "  'text': \"The stream rises to the north of Barnhorn before meandering its way down to the sea  east of Normans Bay via the deserted village of Northeye. Its course mimics that of nearby Waller's Haven with many right angled turns added over the centuries as longshore drift has pushed the shingle beach eastwards requiring another change in direction to push the waterway out into the sea.\"},\n",
       " {'id': 1759696,\n",
       "  'x': 568729,\n",
       "  'y': 105580,\n",
       "  'entities': (Norman,),\n",
       "  'text': \"A public footpath that links the village street in Norman's Bay to the beach.\"},\n",
       " {'id': 2810719,\n",
       "  'x': 574919,\n",
       "  'y': 107300,\n",
       "  'entities': (Bexhill-on-Sea, Hastings),\n",
       "  'text': 'A row of wooden beach huts along the shingle beach at Bexhill-on-Sea.  The town of Hastings is visible in the distance along the coast.'},\n",
       " {'id': 234664,\n",
       "  'x': 567199,\n",
       "  'y': 340800,\n",
       "  'entities': (Hunstanton,),\n",
       "  'text': 'A view of the Hunstanton town sign looking in a south-westerly direction with the beach in the background.'},\n",
       " {'id': 833091,\n",
       "  'x': 570179,\n",
       "  'y': 343420,\n",
       "  'entities': (the-Sea,\n",
       "   about 350,\n",
       "   the summer months,\n",
       "   Norfolk,\n",
       "   Hunstanton,\n",
       "   two,\n",
       "   Nature,\n",
       "   Hunstanton,\n",
       "   two,\n",
       "   the Norfolk Coast Path),\n",
       "  'text': 'Holme-next-the-Sea is a small village with a population of about 350 (not counting the tourists populating the area during the summer months) on the north Norfolk coast not far distant from the old seaside resort of Hunstanton. Migratory birds can be observed in two adjoining Nature Reserves > http://www.geograph.org.uk/photo/832487. The Hunstanton golf links > http://www.geograph.org.uk/photo/832456  reach as far as  Holme but thanks to public rights of way bird watchers and walkers can traverse the golf course by using a public footpath leading to the dunes > http://www.geograph.org.uk/photo/832473 - http://www.geograph.org.uk/photo/832491 where two long distance footpaths meet (the Peddars Way > http://www.geograph.org.uk/photo/832625 and the Norfolk Coast Path) and to the beach beyond > http://www.geograph.org.uk/photo/832722 - http://www.geograph.org.uk/photo/832739 - http://www.geograph.org.uk/photo/832772.'},\n",
       " {'id': 833096,\n",
       "  'x': 570609,\n",
       "  'y': 343420,\n",
       "  'entities': (the-Sea,\n",
       "   about 350,\n",
       "   the summer months,\n",
       "   Norfolk,\n",
       "   Hunstanton,\n",
       "   two,\n",
       "   Nature,\n",
       "   Hunstanton,\n",
       "   two,\n",
       "   the Norfolk Coast Path),\n",
       "  'text': 'Holme-next-the-Sea is a small village with a population of about 350 (not counting the tourists populating the area during the summer months) on the north Norfolk coast not far distant from the old seaside resort of Hunstanton. Migratory birds can be observed in two adjoining Nature Reserves > http://www.geograph.org.uk/photo/832487. The Hunstanton golf links > http://www.geograph.org.uk/photo/832456  reach as far as  Holme but thanks to public rights of way bird watchers and walkers can traverse the golf course by using a public footpath leading to the dunes > http://www.geograph.org.uk/photo/832473 - http://www.geograph.org.uk/photo/832491 where two long distance footpaths meet (the Peddars Way > http://www.geograph.org.uk/photo/832625 and the Norfolk Coast Path) and to the beach beyond > http://www.geograph.org.uk/photo/832722 - http://www.geograph.org.uk/photo/832739 - http://www.geograph.org.uk/photo/832772.'},\n",
       " {'id': 948981,\n",
       "  'x': 571390,\n",
       "  'y': 345120,\n",
       "  'entities': (),\n",
       "  'text': 'After some erosion of the dunes a few trees have been killed and fallen on the beach. The sand is beginning to accumulate again by the small sand cliff and vegetation has colonised it.'},\n",
       " {'id': 2291896,\n",
       "  'x': 582659,\n",
       "  'y': 109440,\n",
       "  'entities': (West Hill,),\n",
       "  'text': 'Fishing net huts with beach based fishing boats to rear. Seen from footpath up West Hill.'},\n",
       " {'id': 2403677,\n",
       "  'x': 582849,\n",
       "  'y': 109550,\n",
       "  'entities': (Armeria, East Hill),\n",
       "  'text': \"Armeria maritima on the side of the East Hill cliff; the fishermen's stade and beach are seen behind.\"},\n",
       " {'id': 2406086,\n",
       "  'x': 583020,\n",
       "  'y': 109540,\n",
       "  'entities': (),\n",
       "  'text': 'Far end of Hastings Old Town area with pebble beaches and concrete groynes.'},\n",
       " {'id': 189512,\n",
       "  'x': 582499,\n",
       "  'y': 168100,\n",
       "  'entities': (Motney Hill,),\n",
       "  'text': 'Not sure which particular species. Growing at the edge of the cornfield http://www.geograph.org.uk/photo/189504 near the beach http://www.geograph.org.uk/photo/189478 at the foot of Motney Hill.'},\n",
       " {'id': 268428,\n",
       "  'x': 582599,\n",
       "  'y': 178700,\n",
       "  'entities': (Canvey Island, Benfleet),\n",
       "  'text': 'This pillbox is on the beach to the west of Allhallows-on-Sea Kent. It appears to be a bit taller than normal probably due to erosion of the sand on which it was built. You can see Canvey Island across the river and the hills of Benfleet behind that.'},\n",
       " {'id': 2842055,\n",
       "  'x': 577090,\n",
       "  'y': 345260,\n",
       "  'entities': (today, 9),\n",
       "  'text': 'The beach is reached from the village by a road subject to tidal flooding and today with a 9m tide it was some time before the golfers got to play!'},\n",
       " {'id': 2683756,\n",
       "  'x': 577110,\n",
       "  'y': 344930,\n",
       "  'entities': (the Royal West Norfolk,),\n",
       "  'text': 'This narrow lane connects the beach car park and the Royal West Norfolk Golf Club with Brancaster village across an expanse of salt marsh; it is prone to flooding at high tide.'},\n",
       " {'id': 2683704,\n",
       "  'x': 577149,\n",
       "  'y': 345150,\n",
       "  'entities': (Brancaster village,),\n",
       "  'text': 'Beyond the entrance to the golf club house the lane from Brancaster village peters out into a sandy track across the dune onto the beach. Note the sign warning of flying golf balls.'},\n",
       " {'id': 964195,\n",
       "  'x': 592499,\n",
       "  'y': 184120,\n",
       "  'entities': (Southend,),\n",
       "  'text': 'A sunny day to be at the beach! In the background is the town centre of Southend.'},\n",
       " {'id': 876048,\n",
       "  'x': 596209,\n",
       "  'y': 118650,\n",
       "  'entities': (about 30 feet,),\n",
       "  'text': 'View from the peak of the sand dunes between the village and the beach. In some places they are about 30 feet tall and are steadily growing.'},\n",
       " {'id': 876054,\n",
       "  'x': 596220,\n",
       "  'y': 118820,\n",
       "  'entities': (Green Owl,\n",
       "   Pontins-Camber Sands,\n",
       "   first,\n",
       "   five,\n",
       "   twenty six,\n",
       "   Romney Marsh),\n",
       "  'text': 'View from the peak of the dune system that separates the village from the beach. The white building at the bottom of the footpath is the Green Owl pub; the blue building to the right is Pontins-Camber Sands holiday camp; whilst in the distance are the first five of an eventual twenty six turbines that will form Romney Marsh windfarm.'},\n",
       " {'id': 875961,\n",
       "  'x': 596429,\n",
       "  'y': 118620,\n",
       "  'entities': (about six,),\n",
       "  'text': 'Reaching the peak of the sand dunes that line the waterfront at Camber. The footpath is one of about six that link the village with the beach.'},\n",
       " {'id': 877394,\n",
       "  'x': 596979,\n",
       "  'y': 118310,\n",
       "  'entities': (Broomhill Wall,),\n",
       "  'text': 'Looking back towards the shingle beach that lines Broomhill Wall. The small house on the left marks the eastern end of the village of Camber. Taken during a very low tide.'},\n",
       " {'id': 875301,\n",
       "  'x': 597619,\n",
       "  'y': 118290,\n",
       "  'entities': (Broomhill Wall, this day, Dungeness, Rye Bay),\n",
       "  'text': 'The flag on Broomhill Wall gives an indication of the speed of the wind on this day. The sea wall is a raised structure that prevents the land on the right from inundation. The beach also has regular deposits of shingle moved from the eastern side of Dungeness in order to prevent the sea from gouging out holes in the wall and flooding the land on the other side which in places is not much higher than sea level. The village of Camber is to the right whilst in the far distance across Rye Bay on the left the outlines of the Cliffs at Fairlight can be made out.'},\n",
       " {'id': 2123151,\n",
       "  'x': 591199,\n",
       "  'y': 345800,\n",
       "  'entities': (Wells-next-the-sea, East Hills),\n",
       "  'text': 'The beach at Wells-next-the-sea. The pine trees at East Hills can be seen in the distance.'},\n",
       " {'id': 2261127,\n",
       "  'x': 591619,\n",
       "  'y': 345580,\n",
       "  'entities': (East hills, Wells-next-the-Sea),\n",
       "  'text': 'East hills seen from Wells-next-the-Sea beach.'},\n",
       " {'id': 2752770,\n",
       "  'x': 609269,\n",
       "  'y': 117690,\n",
       "  'entities': (),\n",
       "  'text': 'Dungeness village and shingle beach seen from the RH&DR train.'},\n",
       " {'id': 2507676,\n",
       "  'x': 607500,\n",
       "  'y': 165060,\n",
       "  'entities': (),\n",
       "  'text': 'Looking over a substantial concrete breakwater with distant views along the beach to Whitstable town centre and harbour.'},\n",
       " {'id': 480581,\n",
       "  'x': 600469,\n",
       "  'y': 346000,\n",
       "  'entities': (Long Hills, Blakeney Point, Pinchens Creek, Blakeney Point),\n",
       "  'text': 'The Long Hills are part of an ancient spit of raised beach that extends from the south (inland) side of Blakeney Point. This rusty hulk with its rudder clearly visible must have been deposited here on an exceptionally high tide a great many years ago. In the background is Pinchens Creek with the far sand dunes of Blakeney Point behind.'},\n",
       " {'id': 1980540,\n",
       "  'x': 611459,\n",
       "  'y': 167240,\n",
       "  'entities': (Tower Hill, Tankerton),\n",
       "  'text': 'These steps lead from Tower Hill down through a small wood towards the beach at Tankerton.'},\n",
       " {'id': 2509866,\n",
       "  'x': 611779,\n",
       "  'y': 167320,\n",
       "  'entities': (Herne Bay,),\n",
       "  'text': 'A brightly painted hut stands conspicuously on the beach as we look along the almost endless series of groynes towards the distant view of the town of Herne Bay.'},\n",
       " {'id': 794704,\n",
       "  'x': 604739,\n",
       "  'y': 345220,\n",
       "  'entities': (Cley, Cley Eye -),\n",
       "  'text': 'This road connects Cley next the Sea with the beach at Cley Eye - seen here looking back away from the sea to the village.'},\n",
       " {'id': 393298,\n",
       "  'x': 619949,\n",
       "  'y': 233420,\n",
       "  'entities': (the River Stour, Harkstead Suffolk),\n",
       "  'text': 'Closeup of the remains of a tree beached on the shore of the River Stour along with many others washed and bleached by the weather south of Harkstead Suffolk.'},\n",
       " {'id': 560413,\n",
       "  'x': 616640,\n",
       "  'y': 343320,\n",
       "  'entities': (Sheringham,),\n",
       "  'text': 'To the east of Sheringham is a hill. This is the path to it from the beach.'},\n",
       " {'id': 792753,\n",
       "  'x': 617909,\n",
       "  'y': 343350,\n",
       "  'entities': (Beeston Hill,),\n",
       "  'text': 'View across the vast beach below Beeston Hill.'},\n",
       " {'id': 1474720,\n",
       "  'x': 624639,\n",
       "  'y': 220250,\n",
       "  'entities': (1880, 1898, Victorian, about 100 yards),\n",
       "  'text': 'The breakwater is not shown on the 1880 Ordnance Survey map but is on the 1898 edition suggesting that it was part of the original sea defences constructed to stabilize the beach and cliffs during the late Victorian development of the town. The distance to the beacon marking the end of the breakwater is about 100 yards.'},\n",
       " {'id': 1478948,\n",
       "  'x': 619699,\n",
       "  'y': 343030,\n",
       "  'entities': (East, Wood Hill, Cromer Pier),\n",
       "  'text': 'The outgoing tide has left ripples in the still wet sand on the beach between East and West Runton and shallow pools of water have become trapped on the foreshore. Wood Hill with the chalk rafts that form its base can be seen at right. Cromer Pier can be glimpsed in the distance (at left).'},\n",
       " {'id': 971966,\n",
       "  'x': 626619,\n",
       "  'y': 223390,\n",
       "  'entities': (),\n",
       "  'text': 'This tree stump looks as if it is growing on the beach; in fact it has been washed up here.'},\n",
       " {'id': 1638404,\n",
       "  'x': 621269,\n",
       "  'y': 342640,\n",
       "  'entities': (),\n",
       "  'text': 'Cromer beach as seen from the cliff top to the west of the town.'},\n",
       " {'id': 3331374,\n",
       "  'x': 632389,\n",
       "  'y': 141370,\n",
       "  'entities': (Dover with Dover Castle,),\n",
       "  'text': 'The beach at Dover with Dover Castle on the hill behind.'},\n",
       " {'id': 1390931,\n",
       "  'x': 629059,\n",
       "  'y': 232550,\n",
       "  'entities': (Felixstowe,),\n",
       "  'text': 'Replenished sandy beach and concrete sea defence wall by the caravan park. View north west along the beach towards Felixstowe town.'},\n",
       " {'id': 13300,\n",
       "  'x': 630199,\n",
       "  'y': 234200,\n",
       "  'entities': (Felixstowe,),\n",
       "  'text': 'Road leading from Felixstowe town centre to the beach and promenade.'},\n",
       " {'id': 237189,\n",
       "  'x': 637699,\n",
       "  'y': 150100,\n",
       "  'entities': (),\n",
       "  'text': 'The low level castle is well concealed by the trees but the flag marks its position. The beach consists of a broad scrubby shingle strip and a series of shingle terraces down to the shoreline. The shingle gets smaller as you approach the sea.'},\n",
       " {'id': 3028102,\n",
       "  'x': 638019,\n",
       "  'y': 148690,\n",
       "  'entities': (),\n",
       "  'text': 'Part of a hinterland between the village and the beach.'},\n",
       " {'id': 3089561,\n",
       "  'x': 635439,\n",
       "  'y': 239450,\n",
       "  'entities': (Two, Pillboxes, Bawdsey, third, Pine),\n",
       "  'text': 'Two WW2 Pillboxes lie prone on the beach at Bawdsey and a third is now periously close to the edge near the line of Pine trees.'},\n",
       " {'id': 968173,\n",
       "  'x': 631969,\n",
       "  'y': 336300,\n",
       "  'entities': (),\n",
       "  'text': 'Viewed from the end of a wooden groyne on the beach below the village of Mundesley > http://www.geograph.org.uk/photo/968098.'},\n",
       " {'id': 661306,\n",
       "  'x': 636769,\n",
       "  'y': 242620,\n",
       "  'entities': (Shingle Street,\n",
       "   recent weeks,\n",
       "   The Martello Tower,\n",
       "   Shingle Street),\n",
       "  'text': 'The beach at Shingle Street changes with successive storms. The steep bank and the wet stones on the seaward side indicate that the weather has not been excessively rough in recent weeks. The Martello Tower is located at the southern end of the row of houses that form the village of Shingle Street.'},\n",
       " {'id': 1016624,\n",
       "  'x': 644179,\n",
       "  'y': 326410,\n",
       "  'entities': (the Marram Hills,),\n",
       "  'text': 'This footpath leads over the Marram Hills and onto the beach beyond.'},\n",
       " {'id': 1000277,\n",
       "  'x': 648199,\n",
       "  'y': 271390,\n",
       "  'entities': (Dunwich, Southwold, Southwold),\n",
       "  'text': 'This shows the beach looking northwards from slightly south of Dunwich. In the distance the town of Southwold curves out to sea. When enlarged it is possible to (just) recognise Southwold pier and lighthouse.'},\n",
       " {'id': 995047,\n",
       "  'x': 645709,\n",
       "  'y': 324840,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen.'},\n",
       " {'id': 1016399,\n",
       "  'x': 646010,\n",
       "  'y': 322820,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible from various locations alongside the coast; a colony of seals can often be seen on some section of beach between Horsey Gap >  http://www.geograph.org.uk/photo/995218 Crinkle Hill Gap > http://www.geograph.org.uk/photo/1016217 and Bramble Hill Gap > http://www.geograph.org.uk/photo/1016257.'},\n",
       " {'id': 813022,\n",
       "  'x': 647040,\n",
       "  'y': 303590,\n",
       "  'entities': (Waveney, Waveney Forest),\n",
       "  'text': 'A view up an inlet from the Waveney to the remains of a beached boat. In the background is Waveney Forest.'},\n",
       " {'id': 1016401,\n",
       "  'x': 646079,\n",
       "  'y': 322810,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'On the Street. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible from various locations alongside the coast; a colony of seals can often be seen on some section of beach between Horsey Gap >  http://www.geograph.org.uk/photo/995218 Crinkle Hill Gap > http://www.geograph.org.uk/photo/1016217 and Bramble Hill Gap > http://www.geograph.org.uk/photo/1016257.'},\n",
       " {'id': 1016412,\n",
       "  'x': 646119,\n",
       "  'y': 322780,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'On The Street. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible from various locations alongside the coast; a colony of seals can often be seen on some section of beach between Horsey Gap >  http://www.geograph.org.uk/photo/995218 Crinkle Hill Gap > http://www.geograph.org.uk/photo/1016217 and Bramble Hill Gap > http://www.geograph.org.uk/photo/1016257.'},\n",
       " {'id': 994964,\n",
       "  'x': 646059,\n",
       "  'y': 324590,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'This large dip in the dunes is well-colonised by marram grass. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen.'},\n",
       " {'id': 994860,\n",
       "  'x': 646179,\n",
       "  'y': 323890,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap > http://www.geograph.org.uk/photo/994867 where a colony of seals can often be seen.'},\n",
       " {'id': 994879,\n",
       "  'x': 646139,\n",
       "  'y': 324730,\n",
       "  'entities': (Horsey Gap,\n",
       "   Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'View from the dune ridge towards the beach below Horsey Gap. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen.'},\n",
       " {'id': 994872,\n",
       "  'x': 646199,\n",
       "  'y': 324010,\n",
       "  'entities': (Horsey Gap,\n",
       "   Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'The access road to Horsey Gap car park can be seen in the distance (left centre). Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen.'},\n",
       " {'id': 994867,\n",
       "  'x': 646269,\n",
       "  'y': 324020,\n",
       "  'entities': (Horsey Gap,\n",
       "   Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'View southwesterly towards the car park by Horsey Gap and the access road beyond. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen > http://www.geograph.org.uk/photo/1016291.'},\n",
       " {'id': 994862,\n",
       "  'x': 646370,\n",
       "  'y': 324120,\n",
       "  'entities': (Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen > http://www.geograph.org.uk/photo/1016291.'},\n",
       " {'id': 994866,\n",
       "  'x': 646460,\n",
       "  'y': 324240,\n",
       "  'entities': (Horsey Gap,\n",
       "   Horsey,\n",
       "   National Trust Nature,\n",
       "   the Norfolk Broads,\n",
       "   Horsey,\n",
       "   four,\n",
       "   Horsey,\n",
       "   Horsey Gap),\n",
       "  'text': 'On the track approaching Horsey Gap. Horsey is a National Trust Nature reserve located on the northern reach of the Norfolk Broads. Horsey is famous for its fully restored restored wind pump > http://www.geograph.org.uk/photo/471133 which is four stories high and open to visitors.  Horsey itself is a small village with a beautiful thatched church > http://www.geograph.org.uk/photo/883751.  Access to the beach is possible on Horsey Gap where a colony of seals can often be seen > http://www.geograph.org.uk/photo/1016291.'},\n",
       " {'id': 192561,\n",
       "  'x': 650499,\n",
       "  'y': 275600,\n",
       "  'entities': (),\n",
       "  'text': 'This footpath runs between the Town Marshes and Havenbeach Marshes from Southwold to the River Blyth.'},\n",
       " {'id': 2132953,\n",
       "  'x': 651850,\n",
       "  'y': 279400,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. The trees seen growing here once formed part of Easton Wood. They are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132937,\n",
       "  'x': 651890,\n",
       "  'y': 279500,\n",
       "  'entities': (One, Easton Broad, Easton Wood, North Sea),\n",
       "  'text': 'One of many remains of dead trees can be found on the beach by Easton Broad. The trees once formed part of Easton Wood > http://www.geograph.org.uk/photo/2132949.  They are gradually dying from the salt spray of the ever encroaching North Sea.'},\n",
       " {'id': 2131822,\n",
       "  'x': 651910,\n",
       "  'y': 279854,\n",
       "  'entities': (Easton Bavents,),\n",
       "  'text': 'On the beach at Easton Bavents this dead tree branch reminded me of the Loch Ness monster.'},\n",
       " {'id': 2132940,\n",
       "  'x': 651919,\n",
       "  'y': 279780,\n",
       "  'entities': (One, Easton Broad, Easton Wood, North Sea),\n",
       "  'text': 'One of many remains of dead trees can be found on the beach by Easton Broad. The trees once formed part of Easton Wood > http://www.geograph.org.uk/photo/2132949.  They are gradually dying from the salt spray of the ever encroaching North Sea.'},\n",
       " {'id': 2991759,\n",
       "  'x': 649879,\n",
       "  'y': 320010,\n",
       "  'entities': (),\n",
       "  'text': 'A large tree trunk washed up on the sandy beach by a high tide'},\n",
       " {'id': 2132951,\n",
       "  'x': 652050,\n",
       "  'y': 280050,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. The trees seen growing here once formed part of Easton Wood. They are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132949,\n",
       "  'x': 652050,\n",
       "  'y': 280050,\n",
       "  'entities': (Easton Wood, North Sea),\n",
       "  'text': 'These trees once formed part of Easton Wood. They are gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132952,\n",
       "  'x': 652060,\n",
       "  'y': 279960,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. The trees seen growing here once formed part of Easton Wood. They are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132944,\n",
       "  'x': 652079,\n",
       "  'y': 279970,\n",
       "  'entities': (Easton Broad, Easton Wood, North Sea),\n",
       "  'text': 'Many remains of dead trees can be found on the beach by Easton Broad. The trees once formed part of Easton Wood > http://www.geograph.org.uk/photo/2132949. They are gradually dying from the salt spray of the ever encroaching North Sea.'},\n",
       " {'id': 2132946,\n",
       "  'x': 652099,\n",
       "  'y': 279870,\n",
       "  'entities': (Easton Broad, Easton Wood, North Sea),\n",
       "  'text': 'Many remains of dead trees can be found on the beach by Easton Broad. The trees once formed part of Easton Wood > http://www.geograph.org.uk/photo/2132949. They are gradually dying from the salt spray of the ever encroaching North Sea.'},\n",
       " {'id': 2132961,\n",
       "  'x': 652109,\n",
       "  'y': 280180,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. Forming part of Easton Wood the trees are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132958,\n",
       "  'x': 652119,\n",
       "  'y': 280260,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. The trees seen growing here once formed part of Easton Wood. They are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2132956,\n",
       "  'x': 652169,\n",
       "  'y': 280280,\n",
       "  'entities': (decades, Easton Wood, North Sea),\n",
       "  'text': 'North of Southwold the sandy cliffs are without protection and the sea has been eating large junks out of them for decades. Here the sea also claims trees. The trees seen growing here once formed part of Easton Wood. They are now gradually dying from the salt spray of the ever encroaching North Sea and many remains of dead trees can be found on the beach below.'},\n",
       " {'id': 2304687,\n",
       "  'x': 652979,\n",
       "  'y': 282520,\n",
       "  'entities': (the years,),\n",
       "  'text': 'A look at the cliffs which has heavily eroded over the years. Many trees from this wood can be found on the beach.'},\n",
       " {'id': 2690061,\n",
       "  'x': 652879,\n",
       "  'y': 285070,\n",
       "  'entities': (),\n",
       "  'text': 'The footpath to the beach from the village street crosses this farm track.'},\n",
       " {'id': 2137655,\n",
       "  'x': 653199,\n",
       "  'y': 283170,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137659,\n",
       "  'x': 653209,\n",
       "  'y': 283180,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137668,\n",
       "  'x': 653239,\n",
       "  'y': 283160,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137681,\n",
       "  'x': 653259,\n",
       "  'y': 283200,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137647,\n",
       "  'x': 653319,\n",
       "  'y': 283130,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137664,\n",
       "  'x': 653339,\n",
       "  'y': 283170,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 2137650,\n",
       "  'x': 653379,\n",
       "  'y': 283180,\n",
       "  'entities': (Boathouse Covert,\n",
       "   Benacre Broad,\n",
       "   the North Sea,\n",
       "   Benacre Broad,\n",
       "   several hundred yards,\n",
       "   North Sea,\n",
       "   more than 500 metres,\n",
       "   between 1830 and 2001),\n",
       "  'text': 'Boathouse Covert is a woodland that separates Benacre Broad from the fields further to the north.  Remains of dead trees are littering the beach and the causeway that separates the North Sea from Benacre Broad and it is most likely that the trees have come from here. They started their lives growing several hundred yards inland and are now being systematically killed by the salt spray of the ever encroaching North Sea.  According to contemporary OS maps the coastline here has retreated for more than 500 metres between 1830 and 2001.  This becomes most apparent when standing on the sand cliffs above the beach.'},\n",
       " {'id': 1719781,\n",
       "  'x': 653439,\n",
       "  'y': 300160,\n",
       "  'entities': (Holiday Village, Hopton),\n",
       "  'text': 'Sign indicating the direction to the beach from the clifftop Holiday Village at Hopton-on-Sea.'},\n",
       " {'id': 2188827,\n",
       "  'x': 653239,\n",
       "  'y': 307560,\n",
       "  'entities': (two, the Wellington Pier),\n",
       "  'text': \"Looking along the beach between the town's two pleasure piers - Britannia Pier being our vantage and the Wellington Pier in the distance.\"}]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a sample of Geograph documents and run the NER pipeline\n",
    "random = False\n",
    "\n",
    "if random == True:\n",
    "    m = 200\n",
    "    sample = geograph.sample(n = m)\n",
    "else:\n",
    "    # Create a sample related to a word\n",
    "    sample = geograph[geograph['text'].str.contains('beach')]\n",
    "\n",
    "docs = list(nlp.pipe(sample.text,n_process=2, batch_size=100))\n",
    "\n",
    "#Now we store the NER results with the original geograph document ids, text and coordinates\n",
    "results = list()\n",
    "for (idxRow, s1), (_, s2) in zip(sample.iterrows(), enumerate(docs)):\n",
    "    try:\n",
    "        g = OSGridConverter.latlong2grid (s1.lat, s1.lon, tag = 'WGS84')\n",
    "        dict = {\n",
    "            \"id\": s1.id,\n",
    "            \"x\": g.E,\n",
    "            \"y\": g.N,\n",
    "            \"entities\": s2.ents,\n",
    "            \"text\": s1.text   \n",
    "        }\n",
    "        results.append(dict)\n",
    "    except ValueError:\n",
    "        print(\"Problem with a document\", s1.text)\n",
    "        #Ignore documents we couldn't parse for some reason\n",
    "        \n",
    "results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79585bb5",
   "metadata": {},
   "source": [
    "This block of code does the comparisons. It iterates through all the Geograph documents and does the following:\n",
    "\n",
    "- For each document it returns all the toponyms in the gazetteer cell at that location\n",
    "- Compares each name found by the NER to the list of toponyms in the gazetteer cell, and\n",
    "- Annotates the names as either existing (found in the gazetteer) or new (new names)\n",
    "\n",
    "If we change the sample of names, or the resolution of the gazetteer, then the results of the following **comparison** should change."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "24b24a99",
   "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>status</th>\n",
       "      <th>name</th>\n",
       "      <th>type</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>635105</td>\n",
       "      <td>New</td>\n",
       "      <td>Great Blasket</td>\n",
       "      <td>ORG</td>\n",
       "      <td>-182536</td>\n",
       "      <td>279753</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16917</td>\n",
       "      <td>New</td>\n",
       "      <td>R559</td>\n",
       "      <td>PRODUCT</td>\n",
       "      <td>-178362</td>\n",
       "      <td>284914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>16917</td>\n",
       "      <td>New</td>\n",
       "      <td>the south east</td>\n",
       "      <td>LOC</td>\n",
       "      <td>-178362</td>\n",
       "      <td>284914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>16578</td>\n",
       "      <td>New</td>\n",
       "      <td>Ceann</td>\n",
       "      <td>PERSON</td>\n",
       "      <td>-171597</td>\n",
       "      <td>281175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16578</td>\n",
       "      <td>New</td>\n",
       "      <td>three</td>\n",
       "      <td>CARDINAL</td>\n",
       "      <td>-171597</td>\n",
       "      <td>281175</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>1098</th>\n",
       "      <td>2137650</td>\n",
       "      <td>New</td>\n",
       "      <td>between 1830 and 2001</td>\n",
       "      <td>DATE</td>\n",
       "      <td>653379</td>\n",
       "      <td>283180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1099</th>\n",
       "      <td>1719781</td>\n",
       "      <td>New</td>\n",
       "      <td>Holiday Village</td>\n",
       "      <td>GPE</td>\n",
       "      <td>653439</td>\n",
       "      <td>300160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1100</th>\n",
       "      <td>1719781</td>\n",
       "      <td>New</td>\n",
       "      <td>Hopton</td>\n",
       "      <td>ORG</td>\n",
       "      <td>653439</td>\n",
       "      <td>300160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1101</th>\n",
       "      <td>2188827</td>\n",
       "      <td>New</td>\n",
       "      <td>two</td>\n",
       "      <td>CARDINAL</td>\n",
       "      <td>653239</td>\n",
       "      <td>307560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1102</th>\n",
       "      <td>2188827</td>\n",
       "      <td>New</td>\n",
       "      <td>the Wellington Pier</td>\n",
       "      <td>FAC</td>\n",
       "      <td>653239</td>\n",
       "      <td>307560</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1103 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           id status                   name      type       x       y\n",
       "0      635105    New          Great Blasket       ORG -182536  279753\n",
       "1       16917    New                   R559   PRODUCT -178362  284914\n",
       "2       16917    New         the south east       LOC -178362  284914\n",
       "3       16578    New                  Ceann    PERSON -171597  281175\n",
       "4       16578    New                  three  CARDINAL -171597  281175\n",
       "...       ...    ...                    ...       ...     ...     ...\n",
       "1098  2137650    New  between 1830 and 2001      DATE  653379  283180\n",
       "1099  1719781    New        Holiday Village       GPE  653439  300160\n",
       "1100  1719781    New                 Hopton       ORG  653439  300160\n",
       "1101  2188827    New                    two  CARDINAL  653239  307560\n",
       "1102  2188827    New    the Wellington Pier       FAC  653239  307560\n",
       "\n",
       "[1103 rows x 6 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Now we are going to compare the gazetteer names with those we found\n",
    "\n",
    "data = list()\n",
    "#We iterate through all our results\n",
    "for dict in results:\n",
    "    #First we get the cell indices for the gazetteer\n",
    "    x = dict.get(\"x\")\n",
    "    y = dict.get(\"y\")\n",
    "    i = int((x - minx)/cellSize)\n",
    "    j = int((y - minx)/cellSize)\n",
    "    try:\n",
    "        #Now we find the names in that cell - n.B. we ignore for now the fact that Geograph cell could be at a boundary\n",
    "        gazNames = gaz.at[i,j]\n",
    "        #Deal with a cell having no values in the gazetteer\n",
    "        if (isinstance(gazNames,set) == False): \n",
    "            #print(type(gazNames))\n",
    "            gazNames = {\"NoNamesFound\"}\n",
    "    except KeyError:\n",
    "        gazNames = {\"NoNamesFound\"}\n",
    "    #Get back the named entities for the text        \n",
    "    ents = dict.get(\"entities\")\n",
    "    #Now we iterate through, and find out if each name is already in the local gazetteer\n",
    "    for ent in ents:        \n",
    "        if (ent.text in gazNames):\n",
    "            data.append([dict.get(\"id\"), \"Existing\", ent.text, ent.label_, x, y]) \n",
    "            #print(\"Found existing name:\", ent.text, ent.label_)\n",
    "        else:\n",
    "            #print(\"Potential new name:\" , ent.text, ent.label_)\n",
    "            data.append([dict.get(\"id\"), \"New\", ent.text, ent.label_, x, y]) \n",
    "#Store the results in a dataframe\n",
    "df = pd.DataFrame(data, columns = ['id', 'status','name','type','x','y'])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "d7380072",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Split results into existing and candidate names for reporting\n",
    "new = df.loc[df['status'] == 'New']\n",
    "existing = df.loc[df['status'] == 'Existing']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2db2c71",
   "metadata": {},
   "source": [
    "We output the new names we found for the class 'PERSON'. You could calculate precision here by judging how many of these are really toponyms (since we assume implicitly that 'PERSON' names are actually toponyms)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "03f1164f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          id status                       name    type       x        y\n",
      "3      16578    New                      Ceann  PERSON -171597   281175\n",
      "27   1212947    New               David Lean's  PERSON -145015   277842\n",
      "30   1393049    New                  Knockmore  PERSON -121985   449393\n",
      "32    192216    New            Killary Harbour  PERSON -119869   442059\n",
      "34    192216    New            Killary Harbour  PERSON -119869   442059\n",
      "36    192216    New                  Mweel Rea  PERSON -119869   442059\n",
      "46   1157340    New           Loughros Beg Bay  PERSON  -18645   560475\n",
      "56   1998783    New                   Vatersay  PERSON   64860   794030\n",
      "58   1364230    New                Beinn Cleit  PERSON   66040   803580\n",
      "60   2059858    New                      Barra  PERSON   66890   804900\n",
      "66    444209    New                 Bágh Tuath  PERSON   75410   846400\n",
      "70   2905930    New                     Harris  PERSON   88770   880880\n",
      "74    504641    New                     Harris  PERSON   93430   881810\n",
      "78    467056    New               South Harris  PERSON   99460   898820\n",
      "80   3274753    New                     Harris  PERSON   99880   892520\n",
      "82   3274769    New                     Harris  PERSON  104610   896910\n",
      "83   1618906    New                     Valtos  PERSON  108919   936730\n",
      "93   2527241    New            Downhill Strand  PERSON   93357   596531\n",
      "108  3147410    New          Ballyteige Strand  PERSON   85245   264404\n",
      "112   763026    New                   Loch Bay  PERSON  126780   854190\n",
      "125  2644659    New                Garry Beach  PERSON  153790   949550\n",
      "132  1089320    New                      Islay  PERSON  144220   671190\n",
      "135  1551827    New                  Bray Head  PERSON  128680   368503\n",
      "141   806600    New                 Bla Bheinn  PERSON  155389   817200\n",
      "158  2105414    New                  Loch Buie  PERSON  155339   721130\n",
      "166   428954    New                      Larne  PERSON  152726   562523\n",
      "167   428954    New                 Ballygally  PERSON  152726   562523\n",
      "168   428954    New            Ballygally Head  PERSON  152726   562523\n",
      "169   428954    New                  Ballygawn  PERSON  152726   562523\n",
      "180  1195101    New                      kayak  PERSON  172360   800010\n",
      "189  3313672    New             Gairloch beach  PERSON  180440   875630\n",
      "193  1736985    New             Skipping Stone  PERSON  163247   536346\n",
      "202  1418002    New                Pednvounder  PERSON  139305    22518\n",
      "205  1960325    New            John Muir Trust  PERSON  185220   805520\n",
      "211  1187214    New                  Porthmeor  PERSON  151800    40900\n",
      "217   308850    New      Robert Chellas Graham  PERSON  189320   656960\n",
      "230   799921    New              Torr Righ Mor  PERSON  189050   634750\n",
      "231  3160814    New                      Sandy  PERSON  172740   227910\n",
      "232  3160814    New            St David's Head  PERSON  172740   227910\n",
      "236  2247753    New                  Portreath  PERSON  165289    45470\n",
      "243  2275778    New               Glen Cottage  PERSON  199260   555300\n",
      "251  3016191    New                    Glasgow  PERSON  207580   667410\n",
      "254   303063    New                  Loch Ryan  PERSON  203610   569390\n",
      "257  2588702    New                  Loch Ryan  PERSON  204030   563000\n",
      "258  2588702    New                  Stranraer  PERSON  204030   563000\n",
      "259  2588702    New          Stranraer Harbour  PERSON  204030   563000\n",
      "264  2513880    New                 Motte Slap  PERSON  209649   550470\n",
      "274  1199350    New                      Arran  PERSON  213309   589770\n",
      "278   729474    New                      Laird  PERSON  219880   672720\n",
      "279   729474    New                Kilmun Hill  PERSON  219880   672720\n",
      "282  2604521    New         Kip Marina Village  PERSON  220119   672070\n",
      "287   296538    New                 Carn Ingli  PERSON  205400   240000\n",
      "304  2182852    New         Beinn Ceannabeinne  PERSON  239240   969700\n",
      "319  1288278    New             Mill Ball Hill  PERSON  214249    96850\n",
      "323  1407222    New            Traeth Trefadog  PERSON  229129   386110\n",
      "325   665671    New             Carreg Wystrys  PERSON  227780   341360\n",
      "330   789220    New              Lôn Nant Iago  PERSON  233030   331460\n",
      "333  1063764    New                Traeth Mawr  PERSON  234800   368560\n",
      "336  1063764    New                      Eryri  PERSON  234800   368560\n",
      "339  2604161    New                     Badell  PERSON  231459   255220\n",
      "340  2604161    New             Traeth yr Ynys  PERSON  231459   255220\n",
      "353   226169    New           Llanddwyn Island  PERSON  239099   363200\n",
      "355   243776    New            Chwarel Ithfaen  PERSON  238599   347600\n",
      "356   876369    New                  Llanddwyn  PERSON  239259   363530\n",
      "364   226519    New           Llanddwyn Island  PERSON  240600   363200\n",
      "371     6263    New                     Ramsey  PERSON  246499   503500\n",
      "377  2317276    New           Llanddwyn Island  PERSON  242090   361940\n",
      "378  1864034    New             Carsluith Wood  PERSON  249859   553600\n",
      "414  3081055    New                       Moel  PERSON  254140   336490\n",
      "419   232203    New                St. David's  PERSON  256799   331600\n",
      "434  2102713    New                   Panorama  PERSON  257900   280220\n",
      "435  2102713    New                   Allt-Wen  PERSON  257900   280220\n",
      "440  2102713    New                Tan-y-Bwlch  PERSON  257900   280220\n",
      "453   610710    New                   Barmouth  PERSON  260860   315850\n",
      "454   610710    New               Cadair Idris  PERSON  260860   315850\n",
      "457  1288871    New                   Barmouth  PERSON  260940   311900\n",
      "461   507352    New                   Adjacent  PERSON  263220   314850\n",
      "488  1827042    New                Clarky Hill  PERSON  304219   864950\n",
      "513  1010197    New                       Lane  PERSON  291819    53700\n",
      "529  1752478    New                 Loch Leven  PERSON  316930   699260\n",
      "531  1260053    New                 Loch Leven  PERSON  316948   699339\n",
      "541  1273555    New                     Lossie  PERSON  323900   870730\n",
      "560  1308978    New                Moray Firth  PERSON  328090   867920\n",
      "574   937038    New         Wallasey Town Hall  PERSON  332180   391570\n",
      "575   937038    New                     Mersey  PERSON  332180   391570\n",
      "603  2910302    New                        Tay  PERSON  348412   727982\n",
      "614   948645    New                      Sandy  PERSON  358070   704230\n",
      "631   356173    New                Mill Skelly  PERSON  361699   707700\n",
      "638   919107    New                View Walong  PERSON  375419    81260\n",
      "645   833326    New                       1 Km  PERSON  388430   864410\n",
      "666   178608    New                   Lawrence  PERSON  403900   828400\n",
      "669  1231803    New         Lindisfarne Castle  PERSON  413550   641710\n",
      "674   319182    New                Warren Hill  PERSON  418100    90800\n",
      "676  2023792    New      Northumbrian beach E.  PERSON  419709   634560\n",
      "687  1307222    New                St Ninian's  PERSON  436969  1120760\n",
      "708  3127658    New                        Lee  PERSON  455399   101460\n",
      "716  1011080    New                   Frensham  PERSON  485939   141670\n",
      "724   734504    New        Littlehampton Beach  PERSON  502859   101060\n",
      "734  2746132    New                  Carr Naze  PERSON  512554   481569\n",
      "738  1535371    New                   Sea Kale  PERSON  522849   104500\n",
      "769  2430212    New                   St Johns  PERSON  532629   315770\n",
      "775    29014    New  Holbeach St Marks Village  PERSON  537499   331500\n",
      "789  1588348    New                   Newhaven  PERSON  546569   100480\n",
      "794  1588348    New               Vanguard Way  PERSON  546569   100480\n",
      "795  1588348    New                   Newhaven  PERSON  546569   100480\n",
      "804  1588321    New     Sunnyside Caravan Park  PERSON  546740    99720\n",
      "814  1272516    New                  Tiger Inn  PERSON  555640    97800\n",
      "816  1272516    New             James Dipperay  PERSON  555640    97800\n",
      "828  1673942    New      William the Conqueror  PERSON  564579   104610\n",
      "830  1697312    New                      Weald  PERSON  567579   107930\n",
      "838  2810719    New                   Hastings  PERSON  574919   107300\n",
      "861  2403677    New                    Armeria  PERSON  582849   109550\n",
      "877   876054    New               Romney Marsh  PERSON  596220   118820\n",
      "879   877394    New             Broomhill Wall  PERSON  596979   118310\n",
      "880   875301    New             Broomhill Wall  PERSON  597619   118290\n",
      "895   794704    New                       Cley  PERSON  604739   345220\n",
      "898   393298    New          Harkstead Suffolk  PERSON  619949   233420\n",
      "900   792753    New               Beeston Hill  PERSON  617909   343350\n",
      "907  1478948    New                Cromer Pier  PERSON  619699   343030\n"
     ]
    }
   ],
   "source": [
    "#Let's look at one example NER class in the candidate names\n",
    "names = new.loc[new['type'] == 'PERSON']\n",
    "\n",
    "with pd.option_context('display.max_rows', None,\n",
    "                       'display.max_columns', None,\n",
    "                       'display.precision', 3,\n",
    "                       ):\n",
    "    print(names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "fe46eafe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 192 unique existing names and 594 unique new candidate names.\n"
     ]
    }
   ],
   "source": [
    "cn = len(set(new['name']))\n",
    "ce = len(set(existing['name']))\n",
    "print(\"Found\", ce, \"unique existing names and\", cn, \"unique new candidate names.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f27380bc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "#output all dependencies so that we can reproduce the notebook (we only need this to set things up for Binder)\n",
    "%load_ext watermark\n",
    "%watermark --iversions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf9401db",
   "metadata": {},
   "source": [
    "We plot the locations of the new and existing names as simple scatter plots. A density plot would make more sense here to allow a real comparison, but this gives us a first overview."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "38759e59",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x29f8a9909d0>"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1,2)\n",
    "ax1.scatter(new['x'], new['y'])\n",
    "ax2.scatter(existing['x'], existing['y'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3ddd1d5e",
   "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": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}