├── README.md ├── config.py ├── database.ini ├── ebay_21.py ├── jupyter ├── EBAY_2022.ipynb └── x ├── postgres-allow-remote.md ├── postgres-setup-code.md ├── sold_prices.py └── sql_connect.py /README.md: -------------------------------------------------------------------------------- 1 | # EBAY API + POSTGRESQL 2 | ## Accompanying YouTube video https://youtu.be/Ma_eLdobmlM 3 | 4 | ![](https://github.com/RGGH/Misc/blob/master/ebayapi.png) 5 | -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | from configparser import ConfigParser 3 | 4 | 5 | def config(filename='database.ini', section='postgresql'): 6 | # create a parser 7 | parser = ConfigParser() 8 | # read config file 9 | parser.read(filename) 10 | 11 | # get section, default to postgresql 12 | db = {} 13 | if parser.has_section(section): 14 | params = parser.items(section) 15 | for param in params: 16 | db[param[0]] = param[1] 17 | else: 18 | raise Exception('Section {0} not found in the {1} file'.format(section, filename)) 19 | 20 | return db -------------------------------------------------------------------------------- /database.ini: -------------------------------------------------------------------------------- 1 | [postgresql] 2 | host=192.168.1.9 3 | database=ebay 4 | user=user3 5 | password=password3 6 | -------------------------------------------------------------------------------- /ebay_21.py: -------------------------------------------------------------------------------- 1 | #+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ 2 | #|r|e|d|a|n|d|g|r|e|e|n|.|c|o|.|u|k| 3 | #+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ 4 | import os 5 | import datetime 6 | import sys 7 | from ebaysdk.exception import ConnectionError 8 | from ebaysdk.finding import Connection 9 | 10 | # API key is set in .env file - create and save in same directory 11 | from dotenv import load_dotenv 12 | load_dotenv() 13 | API_KEY=os.getenv('api_key') 14 | 15 | class Ebay_21(object): 16 | def __init__(self, API_KEY,st): 17 | self.api_key = API_KEY 18 | self.st = st 19 | 20 | 21 | def fetch(self): 22 | try: 23 | api = Connection(appid=self.api_key, config_file=None, siteid="EBAY-GB") 24 | response = api.execute('findItemsAdvanced', {'keywords': st}) 25 | 26 | #The total number of items found that match the search criteria in your request 27 | print(f"Total items {response.reply.paginationOutput.totalEntries}\n") 28 | 29 | for item in response.reply.searchResult.item: 30 | print(f"Title: {item.title}, Price: {item.sellingStatus.currentPrice.value}") 31 | print(f"Buy it now available : {item.listingInfo.buyItNowAvailable}") 32 | print(f"Country : {item.country}") 33 | print(f"End time :{item.listingInfo.endTime}") 34 | print(f"URL : {item.viewItemURL}") 35 | try: 36 | print(f"Watchers : {item.listingInfo.watchCount}\n") 37 | except: 38 | pass 39 | 40 | except ConnectionError as e: 41 | print(e) 42 | print(e.response.dict()) 43 | 44 | def parse(self): 45 | pass 46 | 47 | 48 | # main driver 49 | if __name__=='__main__': 50 | 51 | # check if keyword was passed when calling script 52 | if len(sys.argv) ==1: 53 | print("Needs at least 1 search keywowrd") 54 | sys.exit(1) 55 | 56 | # set search term as 'st' and create instance of Ebay_21 to make API call 57 | st = sys.argv[1] 58 | e = Ebay_21(API_KEY, st) 59 | e.fetch() 60 | e.parse() -------------------------------------------------------------------------------- /jupyter/EBAY_2022.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "metadata": {}, 6 | "source": [ 7 | "# Using the EBAY API " 8 | ] 9 | }, 10 | { 11 | "cell_type": "markdown", 12 | "metadata": {}, 13 | "source": [ 14 | "## Finding API 2022" 15 | ] 16 | }, 17 | { 18 | "attachments": {}, 19 | "cell_type": "markdown", 20 | "metadata": {}, 21 | "source": [ 22 | "\n", 23 | "" 24 | ] 25 | }, 26 | { 27 | "cell_type": "markdown", 28 | "metadata": {}, 29 | "source": [ 30 | "## Install EBAY SDK and required packages" 31 | ] 32 | }, 33 | { 34 | "attachments": {}, 35 | "cell_type": "markdown", 36 | "metadata": {}, 37 | "source": [ 38 | "#!pip3 install ebaysdk\n", 39 | "#!pip3 install python-dotenv" 40 | ] 41 | }, 42 | { 43 | "cell_type": "markdown", 44 | "metadata": {}, 45 | "source": [ 46 | "import pandas as pd\n", 47 | "from ebaysdk.finding import Connection as Finding\n", 48 | "from ebaysdk.exception import ConnectionError\n", 49 | "import os" 50 | ] 51 | }, 52 | { 53 | "cell_type": "code", 54 | "execution_count": 82, 55 | "metadata": {}, 56 | "outputs": [ 57 | { 58 | "data": { 59 | "text/plain": [ 60 | "True" 61 | ] 62 | }, 63 | "execution_count": 82, 64 | "metadata": {}, 65 | "output_type": "execute_result" 66 | } 67 | ], 68 | "source": [ 69 | "from dotenv import load_dotenv\n", 70 | "load_dotenv()" 71 | ] 72 | }, 73 | { 74 | "cell_type": "code", 75 | "execution_count": 83, 76 | "metadata": {}, 77 | "outputs": [ 78 | { 79 | "name": "stdout", 80 | "output_type": "stream", 81 | "text": [ 82 | "/home/rag\n", 83 | "Python 3.8.10\r\n" 84 | ] 85 | } 86 | ], 87 | "source": [ 88 | "print(os.getcwd())\n", 89 | "!python3 --version" 90 | ] 91 | }, 92 | { 93 | "cell_type": "code", 94 | "execution_count": 84, 95 | "metadata": {}, 96 | "outputs": [], 97 | "source": [ 98 | "# Deprecation\n", 99 | "# pd.set_option('max_colwidth', 1000)\n", 100 | "# pd.set_option('max_rows', 1000)\n", 101 | "pd.set_option('display.max_rows', 500)" 102 | ] 103 | }, 104 | { 105 | "cell_type": "markdown", 106 | "metadata": {}, 107 | "source": [ 108 | "## Hide your Application ID in a .env file" 109 | ] 110 | }, 111 | { 112 | "cell_type": "code", 113 | "execution_count": 85, 114 | "metadata": {}, 115 | "outputs": [], 116 | "source": [ 117 | "APPLICATION_ID = os.environ.get('API_KEY')" 118 | ] 119 | }, 120 | { 121 | "cell_type": "markdown", 122 | "metadata": {}, 123 | "source": [ 124 | "## Function to get the payload" 125 | ] 126 | }, 127 | { 128 | "cell_type": "code", 129 | "execution_count": 86, 130 | "metadata": {}, 131 | "outputs": [], 132 | "source": [ 133 | "def get_results(payload):\n", 134 | " try:\n", 135 | " api = Finding(siteid='EBAY-GB', appid=APPLICATION_ID, config_file=None)\n", 136 | " response = api.execute('findItemsAdvanced', payload)\n", 137 | " return response.dict()\n", 138 | " except ConnectionError as e:\n", 139 | " print(e)\n", 140 | " print(e.response.dict())" 141 | ] 142 | }, 143 | { 144 | "cell_type": "markdown", 145 | "metadata": {}, 146 | "source": [ 147 | "### Define the payload" 148 | ] 149 | }, 150 | { 151 | "cell_type": "code", 152 | "execution_count": 87, 153 | "metadata": {}, 154 | "outputs": [], 155 | "source": [ 156 | "payload = {\n", 157 | " 'keywords': '12 string bass guitar', \n", 158 | " 'categoryId': ['3858'],\n", 159 | " 'itemFilter': [\n", 160 | " {'name': 'LocatedIn', 'value': 'GB'},\n", 161 | " ],\n", 162 | " 'sortOrder': 'StartTimeNewest',\n", 163 | "}" 164 | ] 165 | }, 166 | { 167 | "cell_type": "code", 168 | "execution_count": 88, 169 | "metadata": {}, 170 | "outputs": [], 171 | "source": [ 172 | "results = get_results(payload)" 173 | ] 174 | }, 175 | { 176 | "cell_type": "code", 177 | "execution_count": 89, 178 | "metadata": {}, 179 | "outputs": [], 180 | "source": [ 181 | "def get_total_pages(results):\n", 182 | " '''Get the total number of pages from the results'''\n", 183 | " if results:\n", 184 | " return int(results.get('paginationOutput').get('totalPages'))\n", 185 | " else:\n", 186 | " return" 187 | ] 188 | }, 189 | { 190 | "cell_type": "code", 191 | "execution_count": 90, 192 | "metadata": {}, 193 | "outputs": [], 194 | "source": [ 195 | "def search_ebay(payload):\n", 196 | " '''parse the response - results and concatentate to the dataframe'''\n", 197 | " results = get_results(payload)\n", 198 | " total_pages = get_total_pages(results)\n", 199 | " items_list = results['searchResult']['item']\n", 200 | " \n", 201 | " i = 2\n", 202 | " while(i <= total_pages):\n", 203 | " payload['paginationInput'] = {'entriesPerPage': 100, 'pageNumber': i} \n", 204 | " results = get_results(payload)\n", 205 | " items_list.extend(results['searchResult']['item'])\n", 206 | " i += 1\n", 207 | " \n", 208 | " df_items = pd.DataFrame(columns=['itemId', 'title', 'viewItemURL', 'galleryURL', 'location', 'postalCode',\n", 209 | " 'paymentMethod''listingType', 'bestOfferEnabled', 'buyItNowAvailable',\n", 210 | " 'currentPrice', 'bidCount', 'sellingState'])\n", 211 | "\n", 212 | " for item in items_list:\n", 213 | " row = {\n", 214 | " 'itemId': item.get('itemId'),\n", 215 | " 'title': item.get('title'),\n", 216 | " 'viewItemURL': item.get('viewItemURL'),\n", 217 | " 'galleryURL': item.get('galleryURL'),\n", 218 | " 'location': item.get('location'),\n", 219 | " 'postalCode': item.get('postalCode'),\n", 220 | " 'paymentMethod': item.get('paymentMethod'), \n", 221 | " 'listingType': item.get('listingInfo').get('listingType'),\n", 222 | " 'bestOfferEnabled': item.get('listingInfo').get('bestOfferEnabled'),\n", 223 | " 'buyItNowAvailable': item.get('listingInfo').get('buyItNowAvailable'),\n", 224 | " 'currentPrice': item.get('sellingStatus').get('currentPrice').get('value'),\n", 225 | " 'bidCount': item.get('bidCount'),\n", 226 | " 'sellingState': item.get('sellingState'),\n", 227 | " }\n", 228 | "\n", 229 | " ## Deprecation note - don't use append\n", 230 | " '''https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.append.html'''\n", 231 | " \n", 232 | " new_df = pd.DataFrame([row])\n", 233 | " df_items = pd.concat([df_items, new_df],axis=0, ignore_index=True)\n", 234 | "\n", 235 | "\n", 236 | " return df_items\n" 237 | ] 238 | }, 239 | { 240 | "cell_type": "markdown", 241 | "metadata": {}, 242 | "source": [ 243 | "# Run the search" 244 | ] 245 | }, 246 | { 247 | "cell_type": "code", 248 | "execution_count": 91, 249 | "metadata": {}, 250 | "outputs": [], 251 | "source": [ 252 | "df = search_ebay(payload)" 253 | ] 254 | }, 255 | { 256 | "cell_type": "code", 257 | "execution_count": 92, 258 | "metadata": {}, 259 | "outputs": [ 260 | { 261 | "data": { 262 | "text/html": [ 263 | "
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itemIdtitleviewItemURLgalleryURLlocationpostalCodepaymentMethodlistingTypebestOfferEnabledbuyItNowAvailablecurrentPricebidCountsellingStatepaymentMethodlistingType
0353937596446jackson surfcaster 12 string guitar sea foam g...https://www.ebay.co.uk/itm/jackson-surfcaster-...https://i.ebayimg.com/thumbs/images/g/vaUAAOSw...Fareham,United KingdomPO160HZNaNtruefalse1950.0NoneNoneNoneFixedPrice
1154864091298Kimbara/crafta /Yamaha guitars 12 and 6 string...https://www.ebay.co.uk/itm/Kimbara-crafta-Yama...https://i.ebayimg.com/thumbs/images/g/vuEAAOSw...London,United KingdomN99**NaNtruefalse240.0NoneNoneNoneAuction
2165345176091Cort 12 Stringhttps://www.ebay.co.uk/itm/Cort-12-String-/165...https://i.ebayimg.com/thumbs/images/g/P2cAAOSw...Stowmarket,United KingdomIP145RXNaNtruefalse120.0NoneNoneCashOnPickupFixedPrice
3144384855149Veillette-Citron Guitar vintage advert 1978 el...https://www.ebay.co.uk/itm/Veillette-Citron-Gu...https://i.ebayimg.com/thumbs/images/g/Ms8AAOSw...Bognor Regis,United KingdomPO213QNNaNtruefalse5.95NoneNoneCashOnPickupFixedPrice
4234358274961Glarry GIB Electric Bass Guitar Full Size 4 St...https://www.ebay.co.uk/itm/Glarry-GIB-Electric...https://i.ebayimg.com/thumbs/images/g/9p8AAOSw...Milton Keynes,United KingdomMK94ATNaNfalsefalse131.99NoneNoneNoneFixedPrice
5234358267603Glarry GIB Electric 5 String Bass Guitar Full ...https://www.ebay.co.uk/itm/Glarry-GIB-Electric...https://i.ebayimg.com/thumbs/images/g/GBkAAOSw...Milton Keynes,United KingdomMK94ATNaNfalsefalse97.99NoneNoneNoneFixedPrice
6304239582417Vintage Brand New GHS Dulcimer Loopend Stainle...https://www.ebay.co.uk/itm/Vintage-Brand-New-G...https://i.ebayimg.com/thumbs/images/g/rdoAAOSw...Nelson,United KingdomBB98NRNaNfalsefalse15.0NoneNoneNoneFixedPrice
725524442394550 Acoustic Guitar Bridge Pins White Cream Bla...https://www.ebay.co.uk/itm/50-Acoustic-Guitar-...https://i.ebayimg.com/thumbs/images/g/wlcAAOSw...Brighton,United KingdomBN21JHNaNfalsefalse4.74NoneNoneNoneFixedPrice
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10185137516966Piezo under saddle guitar pick up for 6 or 12 ...https://www.ebay.co.uk/itm/Piezo-under-saddle-...https://i.ebayimg.com/thumbs/images/g/BWIAAOSw...Newtownabbey,United KingdomBT370NLNaNfalsefalse5.0NoneNoneNoneFixedPrice
11324850479051Jack Strings Pk of 12 Premium Guitar Picks - 0...https://www.ebay.co.uk/itm/Jack-Strings-Pk-12-...https://i.ebayimg.com/thumbs/images/g/qKgAAOSw...High Wycombe,United KingdomHP157JHNaNfalsefalse3.95NoneNoneNoneFixedPrice
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13324850479051Jack Strings Pk of 12 Premium Guitar Picks - 0...https://www.ebay.co.uk/itm/Jack-Strings-Pk-12-...https://i.ebayimg.com/thumbs/images/g/qKgAAOSw...High Wycombe,United KingdomHP157JHNaNfalsefalse3.95NoneNoneNoneFixedPrice
14324850479051Jack Strings Pk of 12 Premium Guitar Picks - 0...https://www.ebay.co.uk/itm/Jack-Strings-Pk-12-...https://i.ebayimg.com/thumbs/images/g/qKgAAOSw...High Wycombe,United KingdomHP157JHNaNfalsefalse3.95NoneNoneNoneFixedPrice
15324850479051Jack Strings Pk of 12 Premium Guitar Picks - 0...https://www.ebay.co.uk/itm/Jack-Strings-Pk-12-...https://i.ebayimg.com/thumbs/images/g/qKgAAOSw...High Wycombe,United KingdomHP157JHNaNfalsefalse3.95NoneNoneNoneFixedPrice
16294459805414Rotosound British Made.Full Selection.Electric...https://www.ebay.co.uk/itm/Rotosound-British-M...https://i.ebayimg.com/thumbs/images/g/ULUAAOSw...Swansea,United KingdomSA46UQNaNfalsefalse7.95NoneNoneNoneFixedPrice
17294459805414Rotosound British Made.Full Selection.Electric...https://www.ebay.co.uk/itm/Rotosound-British-M...https://i.ebayimg.com/thumbs/images/g/aVEAAOSw...Swansea,United KingdomSA46UQNaNfalsefalse7.95NoneNoneNoneFixedPrice
18294459805414Rotosound British Made.Full Selection.Electric...https://www.ebay.co.uk/itm/Rotosound-British-M...https://i.ebayimg.com/thumbs/images/g/e4EAAOSw...Swansea,United KingdomSA46UQNaNfalsefalse7.95NoneNoneNoneFixedPrice
19194266061593ELECTRIC BASS GUITAR CHROME BRIDGE HEAVY 4 STR...https://www.ebay.co.uk/itm/ELECTRIC-BASS-GUITA...https://i.ebayimg.com/thumbs/images/g/hd8AAOSw...Nottingham,United KingdomNG96JPNaNfalsefalse30.99NoneNoneNoneFixedPrice
20334091752463Fender CD-60SCE Classic Design Dreadnought 12-...https://www.ebay.co.uk/itm/Fender-CD-60SCE-Cla...https://i.ebayimg.com/thumbs/images/g/ea0AAOSw...Sheffield,United KingdomS80**NaNfalsefalse269.0NoneNoneNoneFixedPrice
21234101287006Bone Nut Oversize for 12 String Acoustic Guita...https://www.ebay.co.uk/itm/Bone-Nut-Oversize-1...https://i.ebayimg.com/thumbs/images/g/1zoAAOSw...Belfast,United KingdomBT73HYNaNfalsefalse8.95NoneNoneNoneFixedPrice
2239332248117712 string Gold Tune O Matic bridge 10.5 string...https://www.ebay.co.uk/itm/12-string-Gold-Tune...https://i.ebayimg.com/thumbs/images/g/pQIAAOSw...Melton Mowbray,United KingdomLE142UBNaNfalsefalse14.95NoneNoneNoneFixedPrice
23353493674737D'Addario Pro Capo, Black Finish, Acoustic, El...https://www.ebay.co.uk/itm/DAddario-Pro-Capo-B...https://i.ebayimg.com/thumbs/images/g/cOcAAOSw...Bodmin,United KingdomPL312JLNaNfalsefalse19.95NoneNoneNoneFixedPrice
24254942917058Relic 80s Vintage Style Chrome P J Prescision ...https://www.ebay.co.uk/itm/Relic-80s-Vintage-S...https://i.ebayimg.com/thumbs/images/g/o94AAOSw...Plymouth,United KingdomPL34NDNaNtruefalse20.0NoneNoneNoneStoreInventory
25203238910624Fender Tuning Machine/String Tree Screws (Pack...https://www.ebay.co.uk/itm/Fender-Tuning-Machi...https://i.ebayimg.com/thumbs/images/g/DmwAAOSw...Derby,United KingdomDE12JHNaNfalsefalse7.3NoneNoneCashOnPickupFixedPrice
26284134417854Birdseye maple 4-STRING BASS guitar fingerboar...https://www.ebay.co.uk/itm/Birdseye-maple-4-ST...https://i.ebayimg.com/thumbs/images/g/CbQAAOSw...Leiston,United KingdomIP164LUNaNfalsefalse21.75NoneNoneNoneFixedPrice
27124309323997Vintage Burns London, Vista-Sonic Nylon, Scale...https://www.ebay.co.uk/itm/Vintage-Burns-Londo...https://i.ebayimg.com/thumbs/images/g/KBEAAOSw...Leamington Spa,United KingdomCV339LXNaNfalsefalse100.0NoneNone[CashOnPickup, PayPal]FixedPrice
28333408097336Long Life Bass Electric Acoustic Guitar String...https://www.ebay.co.uk/itm/Long-Life-Bass-Elec...https://i.ebayimg.com/thumbs/images/g/o4cAAOSw...Manchester,United KingdomM41**NaNfalsefalse19.99NoneNoneNoneStoreInventory
293726526145796, 7 or 12 String Stopbar Tailpiece Guitar in...https://www.ebay.co.uk/itm/6-7-12-String-Stopb...https://i.ebayimg.com/thumbs/images/g/XMMAAOSw...Melton Mowbray,United KingdomLE142UBNaNfalsefalse11.95NoneNoneNoneFixedPrice
303726526145796, 7 or 12 String Stopbar Tailpiece Guitar in...https://www.ebay.co.uk/itm/6-7-12-String-Stopb...https://i.ebayimg.com/thumbs/images/g/zLkAAOSw...Melton Mowbray,United KingdomLE142UBNaNfalsefalse11.95NoneNoneNoneFixedPrice
313726526145796, 7 or 12 String Stopbar Tailpiece Guitar in...https://www.ebay.co.uk/itm/6-7-12-String-Stopb...https://i.ebayimg.com/thumbs/images/g/m7IAAOSw...Melton Mowbray,United KingdomLE142UBNaNfalsefalse12.95NoneNoneNoneFixedPrice
323726526145796, 7 or 12 String Stopbar Tailpiece Guitar in...https://www.ebay.co.uk/itm/6-7-12-String-Stopb...https://i.ebayimg.com/thumbs/images/g/UnkAAOSw...Melton Mowbray,United KingdomLE142UBNaNfalsefalse11.95NoneNoneNoneFixedPrice
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39372223604328Long Life Guitar Strings Coated Bass Electric ...https://www.ebay.co.uk/itm/Long-Life-Guitar-St...https://i.ebayimg.com/thumbs/images/g/tMQAAOSw...Manchester,United KingdomM41**NaNfalsefalse19.99NoneNoneNoneFixedPrice
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https://i.ebayimg.com/thumbs/images/g/DFgAAOSw... \n", 2708 | "44 https://i.ebayimg.com/thumbs/images/g/DFgAAOSw... \n", 2709 | "45 https://i.ebayimg.com/thumbs/images/g/GbkAAOSw... \n", 2710 | "46 https://i.ebayimg.com/thumbs/images/g/GbkAAOSw... \n", 2711 | "47 https://i.ebayimg.com/thumbs/images/g/GbkAAOSw... \n", 2712 | "48 https://i.ebayimg.com/thumbs/images/g/NC0AAOSw... \n", 2713 | "49 https://i.ebayimg.com/thumbs/images/g/NC0AAOSw... \n", 2714 | "50 https://i.ebayimg.com/thumbs/images/g/NC0AAOSw... \n", 2715 | "51 https://i.ebayimg.com/thumbs/images/g/DFgAAOSw... \n", 2716 | "52 https://i.ebayimg.com/thumbs/images/g/GbkAAOSw... \n", 2717 | "53 https://i.ebayimg.com/thumbs/images/g/NC0AAOSw... \n", 2718 | "54 https://i.ebayimg.com/thumbs/images/g/DFgAAOSw... \n", 2719 | "55 https://i.ebayimg.com/thumbs/images/g/GbkAAOSw... \n", 2720 | "56 https://i.ebayimg.com/thumbs/images/g/NC0AAOSw... \n", 2721 | "57 https://i.ebayimg.com/thumbs/images/g/vLsAAOSw... \n", 2722 | "58 https://i.ebayimg.com/thumbs/images/g/WwsAAOSw... \n", 2723 | "59 https://i.ebayimg.com/thumbs/images/g/UnEAAOSw... \n", 2724 | "60 https://i.ebayimg.com/thumbs/images/g/UwQAAOSw... \n", 2725 | "61 https://i.ebayimg.com/thumbs/images/g/vn4AAOSw... \n", 2726 | "62 https://i.ebayimg.com/thumbs/images/g/P-IAAOSw... \n", 2727 | "63 https://i.ebayimg.com/thumbs/images/g/K4oAAOSw... \n", 2728 | "64 https://i.ebayimg.com/thumbs/images/g/Wm0AAOSw... \n", 2729 | "65 https://i.ebayimg.com/thumbs/images/g/1DwAAOSw... \n", 2730 | "66 https://i.ebayimg.com/thumbs/images/g/WysAAOSw... \n", 2731 | "67 https://i.ebayimg.com/thumbs/images/g/onQAAOSw... \n", 2732 | "68 https://i.ebayimg.com/thumbs/images/g/LagAAOSw... \n", 2733 | "69 https://i.ebayimg.com/thumbs/images/g/k4QAAOSw... \n", 2734 | "70 https://i.ebayimg.com/thumbs/images/g/D54AAOSw... \n", 2735 | "71 https://i.ebayimg.com/thumbs/images/g/NwUAAOxy... \n", 2736 | "72 https://i.ebayimg.com/thumbs/images/g/dq4AAOSw... \n", 2737 | "73 https://i.ebayimg.com/thumbs/images/g/NV8AAMXQ... \n", 2738 | "74 https://i.ebayimg.com/thumbs/images/g/UCEAAMXQ... \n", 2739 | "75 https://i.ebayimg.com/thumbs/images/g/NVkAAMXQ... \n", 2740 | "76 https://i.ebayimg.com/thumbs/images/g/NVoAAMXQ... \n", 2741 | "77 https://i.ebayimg.com/thumbs/images/g/wJAAAMXQ... \n", 2742 | "78 https://i.ebayimg.com/thumbs/images/g/wJIAAMXQ... \n", 2743 | "79 https://i.ebayimg.com/thumbs/images/g/NVsAAMXQ... \n", 2744 | "80 https://i.ebayimg.com/thumbs/images/g/NP4AAMXQ... \n", 2745 | "81 https://i.ebayimg.com/thumbs/images/g/DZsAAMXQ... \n", 2746 | "82 https://i.ebayimg.com/thumbs/images/g/NV0AAMXQ... \n", 2747 | "83 https://i.ebayimg.com/thumbs/images/g/NV4AAMXQ... \n", 2748 | "84 https://i.ebayimg.com/thumbs/images/g/wIwAAMXQ... \n", 2749 | "85 https://i.ebayimg.com/thumbs/images/g/NPgAAMXQ... \n", 2750 | "86 https://i.ebayimg.com/thumbs/images/g/8CAAAOSw... \n", 2751 | "87 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2752 | "88 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2753 | "89 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2754 | "90 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2755 | "91 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2756 | "92 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2757 | "93 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2758 | "94 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2759 | "95 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2760 | "96 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2761 | "97 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2762 | "98 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2763 | "99 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2764 | "100 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2765 | "101 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2766 | "102 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2767 | "103 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2768 | "104 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2769 | "105 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2770 | "106 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2771 | "107 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2772 | "108 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2773 | "109 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2774 | "110 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2775 | "111 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2776 | "112 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2777 | "113 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2778 | "114 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2779 | "115 https://i.ebayimg.com/thumbs/images/g/I0MAAOxy... \n", 2780 | "116 https://i.ebayimg.com/thumbs/images/g/leMAAOSw... \n", 2781 | "117 https://i.ebayimg.com/thumbs/images/g/AwcAAOxy... \n", 2782 | "118 https://i.ebayimg.com/thumbs/images/g/AwcAAOxy... \n", 2783 | "119 https://i.ebayimg.com/thumbs/images/g/AwcAAOxy... \n", 2784 | "120 https://i.ebayimg.com/thumbs/images/g/AwcAAOxy... \n", 2785 | "121 https://i.ebayimg.com/thumbs/images/g/KTEAAOSw... \n", 2786 | "122 https://i.ebayimg.com/thumbs/images/g/KTEAAOSw... \n", 2787 | "123 https://i.ebayimg.com/thumbs/images/g/EI8AAMXQ... \n", 2788 | "\n", 2789 | " location postalCode paymentMethodlistingType \\\n", 2790 | "0 Fareham,United Kingdom PO160HZ NaN \n", 2791 | "1 London,United Kingdom N99** NaN \n", 2792 | "2 Stowmarket,United Kingdom IP145RX NaN \n", 2793 | "3 Bognor Regis,United Kingdom PO213QN NaN \n", 2794 | "4 Milton Keynes,United Kingdom MK94AT NaN \n", 2795 | "5 Milton Keynes,United Kingdom MK94AT NaN \n", 2796 | "6 Nelson,United Kingdom BB98NR NaN \n", 2797 | "7 Brighton,United Kingdom BN21JH NaN \n", 2798 | "8 Brighton,United Kingdom BN21JH NaN \n", 2799 | "9 Brighton,United Kingdom BN21JH NaN \n", 2800 | "10 Newtownabbey,United Kingdom BT370NL NaN \n", 2801 | "11 High Wycombe,United Kingdom HP157JH NaN \n", 2802 | "12 High Wycombe,United Kingdom HP157JH NaN \n", 2803 | "13 High Wycombe,United Kingdom HP157JH NaN \n", 2804 | "14 High Wycombe,United Kingdom HP157JH NaN \n", 2805 | "15 High Wycombe,United Kingdom HP157JH NaN \n", 2806 | "16 Swansea,United Kingdom SA46UQ NaN \n", 2807 | "17 Swansea,United Kingdom SA46UQ NaN \n", 2808 | "18 Swansea,United Kingdom SA46UQ NaN \n", 2809 | "19 Nottingham,United Kingdom NG96JP NaN \n", 2810 | "20 Sheffield,United Kingdom S80** NaN \n", 2811 | "21 Belfast,United Kingdom BT73HY NaN \n", 2812 | "22 Melton Mowbray,United Kingdom LE142UB NaN \n", 2813 | "23 Bodmin,United Kingdom PL312JL NaN \n", 2814 | "24 Plymouth,United Kingdom PL34ND NaN \n", 2815 | "25 Derby,United Kingdom DE12JH NaN \n", 2816 | "26 Leiston,United Kingdom IP164LU NaN \n", 2817 | "27 Leamington Spa,United Kingdom CV339LX NaN \n", 2818 | "28 Manchester,United Kingdom M41** NaN \n", 2819 | "29 Melton Mowbray,United Kingdom LE142UB NaN \n", 2820 | "30 Melton Mowbray,United Kingdom LE142UB NaN \n", 2821 | "31 Melton Mowbray,United Kingdom LE142UB NaN \n", 2822 | "32 Melton Mowbray,United Kingdom LE142UB NaN \n", 2823 | "33 Melton Mowbray,United Kingdom LE142UB NaN \n", 2824 | "34 Melton Mowbray,United Kingdom LE142UB NaN \n", 2825 | "35 Melton Mowbray,United Kingdom LE142UB NaN \n", 2826 | "36 Melton Mowbray,United Kingdom LE142UB NaN \n", 2827 | "37 Melton Mowbray,United Kingdom LE142UB NaN \n", 2828 | "38 Melton Mowbray,United Kingdom LE142UB NaN \n", 2829 | "39 Manchester,United Kingdom M41** NaN \n", 2830 | "40 Manchester,United Kingdom M41** NaN \n", 2831 | "41 Melton Mowbray,United Kingdom LE139EG NaN \n", 2832 | "42 Melton Mowbray,United Kingdom LE139EG NaN \n", 2833 | "43 Melton Mowbray,United Kingdom LE139EG NaN \n", 2834 | "44 Melton Mowbray,United Kingdom LE139EG NaN \n", 2835 | "45 Melton Mowbray,United Kingdom LE139EG NaN \n", 2836 | "46 Melton Mowbray,United Kingdom LE139EG NaN \n", 2837 | "47 Melton Mowbray,United Kingdom LE139EG NaN \n", 2838 | "48 Melton Mowbray,United Kingdom LE139EG NaN \n", 2839 | "49 Melton Mowbray,United Kingdom LE139EG NaN \n", 2840 | "50 Melton Mowbray,United Kingdom LE139EG NaN \n", 2841 | "51 Melton Mowbray,United Kingdom LE139EG NaN \n", 2842 | "52 Melton Mowbray,United Kingdom LE139EG NaN \n", 2843 | "53 Melton Mowbray,United Kingdom LE139EG NaN \n", 2844 | "54 Melton Mowbray,United Kingdom LE139EG NaN \n", 2845 | "55 Melton Mowbray,United Kingdom LE139EG NaN \n", 2846 | "56 Melton Mowbray,United Kingdom LE139EG NaN \n", 2847 | "57 Manchester,United Kingdom M41** NaN \n", 2848 | "58 Manchester,United Kingdom M41** NaN \n", 2849 | "59 Abergele,United Kingdom LL227HS NaN \n", 2850 | "60 Peterborough,United Kingdom PE26YT NaN \n", 2851 | "61 Peterborough,United Kingdom PE26YT NaN \n", 2852 | "62 Peterborough,United Kingdom PE26YT NaN \n", 2853 | "63 Peterborough,United Kingdom PE26YT NaN \n", 2854 | "64 Peterborough,United Kingdom PE26YT NaN \n", 2855 | "65 Peterborough,United Kingdom PE26YT NaN \n", 2856 | "66 Warrington,United Kingdom WA45JZ NaN \n", 2857 | "67 Melton Mowbray,United Kingdom LE142UB NaN \n", 2858 | "68 Melton Mowbray,United Kingdom LE142UB NaN \n", 2859 | "69 Melton Mowbray,United Kingdom LE142UB NaN \n", 2860 | "70 Knutsford,United Kingdom WA166JH NaN \n", 2861 | "71 Ilkeston,United Kingdom DE74RJ NaN \n", 2862 | "72 South Shields,United Kingdom NE331NT NaN \n", 2863 | "73 South Shields,United Kingdom NE331NT NaN \n", 2864 | "74 South Shields,United Kingdom NE331NT NaN \n", 2865 | "75 South Shields,United Kingdom NE331NT NaN \n", 2866 | "76 South Shields,United Kingdom NE331NT NaN \n", 2867 | "77 South Shields,United Kingdom NE331NT NaN \n", 2868 | "78 South Shields,United Kingdom NE331NT NaN \n", 2869 | "79 South Shields,United Kingdom NE331NT NaN \n", 2870 | "80 South Shields,United Kingdom NE331NT NaN \n", 2871 | "81 South Shields,United Kingdom NE331NT NaN \n", 2872 | "82 South Shields,United Kingdom NE331NT NaN \n", 2873 | "83 South Shields,United Kingdom NE331NT NaN \n", 2874 | "84 South Shields,United Kingdom NE331NT NaN \n", 2875 | "85 South Shields,United Kingdom NE331NT NaN \n", 2876 | "86 South Shields,United Kingdom NE331NT NaN \n", 2877 | "87 South Shields,United Kingdom NE331NT NaN \n", 2878 | "88 South Shields,United Kingdom NE331NT NaN \n", 2879 | "89 South Shields,United Kingdom NE331NT NaN \n", 2880 | "90 South Shields,United Kingdom NE331NT NaN \n", 2881 | "91 South Shields,United Kingdom NE331NT NaN \n", 2882 | "92 South Shields,United Kingdom NE331NT NaN \n", 2883 | "93 South Shields,United Kingdom NE331NT NaN \n", 2884 | "94 South Shields,United Kingdom NE331NT NaN \n", 2885 | "95 South Shields,United Kingdom NE331NT NaN \n", 2886 | "96 South Shields,United Kingdom NE331NT NaN \n", 2887 | "97 South Shields,United Kingdom NE331NT NaN \n", 2888 | "98 South Shields,United Kingdom NE331NT NaN \n", 2889 | "99 South Shields,United Kingdom NE331NT NaN \n", 2890 | "100 South Shields,United Kingdom NE331NT NaN \n", 2891 | "101 South Shields,United Kingdom NE331NT NaN \n", 2892 | "102 South Shields,United Kingdom NE331NT NaN \n", 2893 | "103 South Shields,United Kingdom NE331NT NaN \n", 2894 | "104 South Shields,United Kingdom NE331NT NaN \n", 2895 | "105 South Shields,United Kingdom NE331NT NaN \n", 2896 | "106 South Shields,United Kingdom NE331NT NaN \n", 2897 | "107 South Shields,United Kingdom NE331NT NaN \n", 2898 | "108 South Shields,United Kingdom NE331NT NaN \n", 2899 | "109 South Shields,United Kingdom NE331NT NaN \n", 2900 | "110 South Shields,United Kingdom NE331NT NaN \n", 2901 | "111 South Shields,United Kingdom NE331NT NaN \n", 2902 | "112 South Shields,United Kingdom NE331NT NaN \n", 2903 | "113 South Shields,United Kingdom NE331NT NaN \n", 2904 | "114 South Shields,United Kingdom NE331NT NaN \n", 2905 | "115 South Shields,United Kingdom NE331NT NaN \n", 2906 | "116 Manchester,United Kingdom M41** NaN \n", 2907 | "117 South Shields,United Kingdom NE331NT NaN \n", 2908 | "118 South Shields,United Kingdom NE331NT NaN \n", 2909 | "119 South Shields,United Kingdom NE331NT NaN \n", 2910 | "120 South Shields,United Kingdom NE331NT NaN \n", 2911 | "121 Rothesay,United Kingdom PA200HU NaN \n", 2912 | "122 Rothesay,United Kingdom PA200HU NaN \n", 2913 | "123 Rothesay,United Kingdom PA200HU NaN \n", 2914 | "\n", 2915 | " bestOfferEnabled buyItNowAvailable currentPrice bidCount sellingState \\\n", 2916 | "0 true false 1950.0 None None \n", 2917 | "1 true false 240.0 None None \n", 2918 | "2 true false 120.0 None None \n", 2919 | "3 true false 5.95 None None \n", 2920 | "4 false false 131.99 None None \n", 2921 | "5 false false 97.99 None None \n", 2922 | "6 false false 15.0 None None \n", 2923 | "7 false false 4.74 None None \n", 2924 | "8 false false 4.99 None None \n", 2925 | "9 true false 4.99 None None \n", 2926 | "10 false false 5.0 None None \n", 2927 | "11 false false 3.95 None None \n", 2928 | "12 false false 3.95 None None \n", 2929 | "13 false false 3.95 None None \n", 2930 | "14 false false 3.95 None None \n", 2931 | "15 false false 3.95 None None \n", 2932 | "16 false false 7.95 None None \n", 2933 | "17 false false 7.95 None None \n", 2934 | "18 false false 7.95 None None \n", 2935 | "19 false false 30.99 None None \n", 2936 | "20 false false 269.0 None None \n", 2937 | "21 false false 8.95 None None \n", 2938 | "22 false false 14.95 None None \n", 2939 | "23 false false 19.95 None None \n", 2940 | "24 true false 20.0 None None \n", 2941 | "25 false false 7.3 None None \n", 2942 | "26 false false 21.75 None None \n", 2943 | "27 false false 100.0 None None \n", 2944 | "28 false false 19.99 None None \n", 2945 | "29 false false 11.95 None None \n", 2946 | "30 false false 11.95 None None \n", 2947 | "31 false false 12.95 None None \n", 2948 | "32 false false 11.95 None None \n", 2949 | "33 false false 12.95 None None \n", 2950 | "34 false false 13.95 None None \n", 2951 | "35 false false 13.95 None None \n", 2952 | "36 false false 13.95 None None \n", 2953 | "37 false false 14.95 None None \n", 2954 | "38 false false 11.95 None None \n", 2955 | "39 false false 19.99 None None \n", 2956 | "40 false false 19.99 None None \n", 2957 | "41 false false 2.95 None None \n", 2958 | "42 false false 2.95 None None \n", 2959 | "43 false false 5.0 None None \n", 2960 | "44 false false 8.0 None None \n", 2961 | "45 false false 2.95 None None \n", 2962 | "46 false false 5.0 None None \n", 2963 | "47 false false 8.0 None None \n", 2964 | "48 false false 3.25 None None \n", 2965 | "49 false false 6.0 None None \n", 2966 | "50 false false 10.0 None None \n", 2967 | "51 false false 2.95 None None \n", 2968 | "52 false false 2.95 None None \n", 2969 | "53 false false 2.95 None None \n", 2970 | "54 false false 3.25 None None \n", 2971 | "55 false false 3.25 None None \n", 2972 | "56 false false 3.5 None None \n", 2973 | "57 false false 19.99 None None \n", 2974 | "58 false false 19.99 None None \n", 2975 | "59 false false 19.95 None None \n", 2976 | "60 false false 10.99 None None \n", 2977 | "61 false false 10.99 None None \n", 2978 | "62 false false 10.99 None None \n", 2979 | "63 false false 10.99 None None \n", 2980 | "64 false false 10.99 None None \n", 2981 | "65 false false 10.99 None None \n", 2982 | "66 false false 4.99 None None \n", 2983 | "67 false false 5.95 None None \n", 2984 | "68 false false 5.95 None None \n", 2985 | "69 false false 5.95 None None \n", 2986 | "70 false false 18.98 None None \n", 2987 | "71 false false 5.29 None None \n", 2988 | "72 false false 8.99 None None \n", 2989 | "73 false false 12.99 None None \n", 2990 | "74 false false 11.99 None None \n", 2991 | "75 false false 8.99 None None \n", 2992 | "76 false false 11.99 None None \n", 2993 | "77 false false 8.99 None None \n", 2994 | "78 false false 8.99 None None \n", 2995 | "79 false false 8.99 None None \n", 2996 | "80 false false 8.99 None None \n", 2997 | "81 false false 8.99 None None \n", 2998 | "82 false false 8.99 None None \n", 2999 | "83 false false 8.99 None None \n", 3000 | "84 false false 8.99 None None \n", 3001 | "85 false false 8.99 None None \n", 3002 | "86 false false 11.99 None None \n", 3003 | "87 false false 1.99 None None \n", 3004 | "88 false false 1.99 None None \n", 3005 | "89 false false 1.99 None None \n", 3006 | "90 false false 1.99 None None \n", 3007 | "91 false false 1.99 None None \n", 3008 | "92 false false 1.99 None None \n", 3009 | "93 false false 1.99 None None \n", 3010 | "94 false false 1.99 None None \n", 3011 | "95 false false 1.99 None None \n", 3012 | "96 false false 1.99 None None \n", 3013 | "97 false false 1.99 None None \n", 3014 | "98 false false 1.99 None None \n", 3015 | "99 false false 1.99 None None \n", 3016 | "100 false false 1.99 None None \n", 3017 | "101 false false 1.99 None None \n", 3018 | "102 false false 1.99 None None \n", 3019 | "103 false false 1.99 None None \n", 3020 | "104 false false 1.99 None None \n", 3021 | "105 false false 1.99 None None \n", 3022 | "106 false false 1.99 None None \n", 3023 | "107 false false 1.99 None None \n", 3024 | "108 false false 1.99 None None \n", 3025 | "109 false false 1.99 None None \n", 3026 | "110 false false 1.99 None None \n", 3027 | "111 false false 1.99 None None \n", 3028 | "112 false false 1.99 None None \n", 3029 | "113 false false 1.99 None None \n", 3030 | "114 false false 1.99 None None \n", 3031 | "115 false false 1.99 None None \n", 3032 | "116 false false 13.99 None None \n", 3033 | "117 false false 21.0 None None \n", 3034 | "118 false false 25.0 None None \n", 3035 | "119 false false 23.0 None None \n", 3036 | "120 false false 21.0 None None \n", 3037 | "121 false false 1.85 None None \n", 3038 | "122 false false 1.85 None None \n", 3039 | "123 false false 1.85 None None \n", 3040 | "\n", 3041 | " paymentMethod listingType \n", 3042 | "0 None FixedPrice \n", 3043 | "1 None Auction \n", 3044 | "2 CashOnPickup FixedPrice \n", 3045 | "3 CashOnPickup FixedPrice \n", 3046 | "4 None FixedPrice \n", 3047 | "5 None FixedPrice \n", 3048 | "6 None FixedPrice \n", 3049 | "7 None FixedPrice \n", 3050 | "8 None FixedPrice \n", 3051 | "9 None FixedPrice \n", 3052 | "10 None FixedPrice \n", 3053 | "11 None FixedPrice \n", 3054 | "12 None FixedPrice \n", 3055 | "13 None FixedPrice \n", 3056 | "14 None FixedPrice \n", 3057 | "15 None FixedPrice \n", 3058 | "16 None FixedPrice \n", 3059 | "17 None FixedPrice \n", 3060 | "18 None FixedPrice \n", 3061 | "19 None FixedPrice \n", 3062 | "20 None FixedPrice \n", 3063 | "21 None FixedPrice \n", 3064 | "22 None FixedPrice \n", 3065 | "23 None FixedPrice \n", 3066 | "24 None StoreInventory \n", 3067 | "25 CashOnPickup FixedPrice \n", 3068 | "26 None FixedPrice \n", 3069 | "27 [CashOnPickup, PayPal] FixedPrice \n", 3070 | "28 None StoreInventory \n", 3071 | "29 None FixedPrice \n", 3072 | "30 None FixedPrice \n", 3073 | "31 None FixedPrice \n", 3074 | "32 None FixedPrice \n", 3075 | "33 None FixedPrice \n", 3076 | "34 None FixedPrice \n", 3077 | "35 None FixedPrice \n", 3078 | "36 None FixedPrice \n", 3079 | "37 None FixedPrice \n", 3080 | "38 None FixedPrice \n", 3081 | "39 None FixedPrice \n", 3082 | "40 None FixedPrice \n", 3083 | "41 None FixedPrice \n", 3084 | "42 None FixedPrice \n", 3085 | "43 None FixedPrice \n", 3086 | "44 None FixedPrice \n", 3087 | "45 None FixedPrice \n", 3088 | "46 None FixedPrice \n", 3089 | "47 None FixedPrice \n", 3090 | "48 None FixedPrice \n", 3091 | "49 None FixedPrice \n", 3092 | "50 None FixedPrice \n", 3093 | "51 None FixedPrice \n", 3094 | "52 None FixedPrice \n", 3095 | "53 None FixedPrice \n", 3096 | "54 None FixedPrice \n", 3097 | "55 None FixedPrice \n", 3098 | "56 None FixedPrice \n", 3099 | "57 None FixedPrice \n", 3100 | "58 None FixedPrice \n", 3101 | "59 None FixedPrice \n", 3102 | "60 None FixedPrice \n", 3103 | "61 None FixedPrice \n", 3104 | "62 None FixedPrice \n", 3105 | "63 None FixedPrice \n", 3106 | "64 None FixedPrice \n", 3107 | "65 None FixedPrice \n", 3108 | "66 None FixedPrice \n", 3109 | "67 None FixedPrice \n", 3110 | "68 None FixedPrice \n", 3111 | "69 None FixedPrice \n", 3112 | "70 None FixedPrice \n", 3113 | "71 None FixedPrice \n", 3114 | "72 None FixedPrice \n", 3115 | "73 None FixedPrice \n", 3116 | "74 None FixedPrice \n", 3117 | "75 None FixedPrice \n", 3118 | "76 None FixedPrice \n", 3119 | "77 None FixedPrice \n", 3120 | "78 None FixedPrice \n", 3121 | "79 None FixedPrice \n", 3122 | "80 None FixedPrice \n", 3123 | "81 None FixedPrice \n", 3124 | "82 None FixedPrice \n", 3125 | "83 None FixedPrice \n", 3126 | "84 None FixedPrice \n", 3127 | "85 None FixedPrice \n", 3128 | "86 None FixedPrice \n", 3129 | "87 None FixedPrice \n", 3130 | "88 None FixedPrice \n", 3131 | "89 None FixedPrice \n", 3132 | "90 None FixedPrice \n", 3133 | "91 None FixedPrice \n", 3134 | "92 None FixedPrice \n", 3135 | "93 None FixedPrice \n", 3136 | "94 None FixedPrice \n", 3137 | "95 None FixedPrice \n", 3138 | "96 None FixedPrice \n", 3139 | "97 None FixedPrice \n", 3140 | "98 None FixedPrice \n", 3141 | "99 None FixedPrice \n", 3142 | "100 None FixedPrice \n", 3143 | "101 None FixedPrice \n", 3144 | "102 None FixedPrice \n", 3145 | "103 None FixedPrice \n", 3146 | "104 None FixedPrice \n", 3147 | "105 None FixedPrice \n", 3148 | "106 None FixedPrice \n", 3149 | "107 None FixedPrice \n", 3150 | "108 None FixedPrice \n", 3151 | "109 None FixedPrice \n", 3152 | "110 None FixedPrice \n", 3153 | "111 None FixedPrice \n", 3154 | "112 None FixedPrice \n", 3155 | "113 None FixedPrice \n", 3156 | "114 None FixedPrice \n", 3157 | "115 None FixedPrice \n", 3158 | "116 None FixedPrice \n", 3159 | "117 None FixedPrice \n", 3160 | "118 None FixedPrice \n", 3161 | "119 None FixedPrice \n", 3162 | "120 None FixedPrice \n", 3163 | "121 None FixedPrice \n", 3164 | "122 None FixedPrice \n", 3165 | "123 None FixedPrice " 3166 | ] 3167 | }, 3168 | "execution_count": 92, 3169 | "metadata": {}, 3170 | "output_type": "execute_result" 3171 | } 3172 | ], 3173 | "source": [ 3174 | "df" 3175 | ] 3176 | } 3177 | ], 3178 | "metadata": { 3179 | "kernelspec": { 3180 | "display_name": "Python 3", 3181 | "language": "python", 3182 | "name": "python3" 3183 | }, 3184 | "language_info": { 3185 | "codemirror_mode": { 3186 | "name": "ipython", 3187 | "version": 3 3188 | }, 3189 | "file_extension": ".py", 3190 | "mimetype": "text/x-python", 3191 | "name": "python", 3192 | "nbconvert_exporter": "python", 3193 | "pygments_lexer": "ipython3", 3194 | "version": "3.8.10" 3195 | } 3196 | }, 3197 | "nbformat": 4, 3198 | "nbformat_minor": 4 3199 | } 3200 | -------------------------------------------------------------------------------- /jupyter/x: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /postgres-allow-remote.md: -------------------------------------------------------------------------------- 1 | 2 | # Postgresql errors when testing - some notes : 3 | 4 | ## error 1 5 | could not connect to server: Connection refused(0x0000274D/10061) 6 | Is the server running on host "192.168.1.9" and accepting 7 | TCP/IP connections on port 5432? 8 | 9 | ##### CHANGE THE LISTEN ADDRESS 10 | By default, PostgreSQL DB server listen address is set to the 'localhost' , and we need to change it so it accepts connection from any IP address; or you can use comma separated list of addresses. 11 | #### edit postgresql.conf 12 | pi@pi4:/# grep listen /etc/postgresql/11/main/postgresql.conf 13 | listen_addresses = 'localhost' 14 | # 15 | change 'localhost' to '*' 16 | # 17 | ## error 2 18 | FATAL: no pg_hba.conf entry for host "192.168.1.10", user "user3", database "suppliers", SSL on 19 | FATAL: no pg_hba.conf entry for host "192.168.1.10", user "user3", database "suppliers", SSL off 20 | 21 | ##### OPEN POSTGRESQL TO THE WORLD 22 | #### edit pg_hba.conf 23 | 24 | pi@pi4:/# vim /etc/postgresql/11/main/pg_hba.conf 25 | 26 | add at end, new line 27 | # 28 | host all all 0.0.0.0/0 md5 29 | # 30 | 31 | ## restart postgresql 32 | /etc/init.d/postgresql restart 33 | # 34 | ## error 3 35 | FATAL: database "suppliers" does not exist 36 | Make sure your database name matches your python code and ini file! 37 | 38 | 39 | https://bosnadev.com/2015/12/15/allow-remote-connections-postgresql-database-server/ -------------------------------------------------------------------------------- /postgres-setup-code.md: -------------------------------------------------------------------------------- 1 | # Install postgresql (Linux example) 2 | sudo apt-get install postgresql 3 | ## switch to postgres user 4 | sudo -i -u postgres 5 | ## start postgresql 6 | psql 7 | ## create new database 8 | CREATE DATABASE ebay; 9 | ## connect to the new database 10 | postgres=# \c ebay 11 | You are now connected to database "ebay" as user "postgres". 12 | ## create table 1 13 | ebay=#CREATE TABLE api_data( 14 | id serial, description varchar(100),price money, postage money, time_left time); 15 | ## create table 2 16 | ebay=#CREATE TABLE sold_data 17 | (id serial, description varchar(100), price money, postage money, sold_date time); 18 | ## check table 2 19 | ebay=# \dt sold_data 20 | 21 | ebay=# \dt sold_data 22 | List of relations 23 | Schema | Name | Type | Owner 24 | --------+-----------+-------+---------- 25 | public | sold_data | table | postgres 26 | (1 row) 27 | ## check table 1 28 | ebay=# \dt api_data 29 | 30 | ebay=# \dt api_data 31 | List of relations 32 | Schema | Name | Type | Owner 33 | --------+----------+-------+---------- 34 | public | api_data | table | postgres 35 | (1 row) -------------------------------------------------------------------------------- /sold_prices.py: -------------------------------------------------------------------------------- 1 | import requests 2 | from bs4 import BeautifulSoup 3 | 4 | from sql_connect import connect, sold_ins 5 | 6 | # URL for old "Grandstand 4600 consoles - S O L D " 7 | url = "https://www.ebay.co.uk/sch/i.html" 8 | 9 | # Headers from Chrome Version 90.0.4430.93 (Official Build) (64-bit) 10 | headers = { 11 | "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:88.0) Gecko/20100101 Firefox/88.0", 12 | "accept": "*/*", 13 | "accept-encoding": "gzip, deflate, br", 14 | "accept-language": "en-US,en;q=0.9", 15 | "referer": "https://www.ebay.co.uk", 16 | "sec-ch-ua": '" Not A;Brand";v="99", "Chromium";v="90", "Google Chrome";v="90"', 17 | "sec-ch-ua-mobile": "?0", 18 | "sec-fetch-dest": "script", 19 | "sec-fetch-mode": "no-cors", 20 | "sec-fetch-site": "cross-site" 21 | } 22 | 23 | params = {'_nkw': 'grandstand+4600', 24 | '_in_kw':'1', 25 | '_ex_kw':'', 26 | '_sacat':'0', 27 | 'LH_Sold':'1', 28 | '_dlo' :'', 29 | '_udhi':'', 30 | '_samilow':'', 31 | '_samihi':'', 32 | '_sadis':'15', 33 | '_sargn':'-1%26saslc%3D1', 34 | '_salic':'3', 35 | '_sop':'12', 36 | '_dmd':'1', 37 | '_ipg':'200', 38 | 'LH_Complete':'1', 39 | '_fosrp':'1' 40 | } 41 | 42 | res = requests.get(url, headers=headers,params=params) 43 | soup = BeautifulSoup(res.text, "html.parser") 44 | 45 | print(res) 46 | print(res.url) 47 | 48 | 49 | # Extract sold data from ebay's sold listings via "advanced search" 50 | 51 | sold_data = [] 52 | 53 | for ultag in soup.find_all('ul', {'id': 'ListViewInner'}): 54 | for litag in ultag.find_all('li'): 55 | 56 | sold_data_dict = {} 57 | 58 | description = litag.find("a", class_ = "vip") 59 | bid = litag.find("span", class_ = "bold bidsold") 60 | if description: 61 | description = description.text 62 | if bid: 63 | bid=bid.text.strip() 64 | 65 | if description: 66 | print (f"Description={description} Bid = {bid}") 67 | 68 | print(f"API data = {sold_data}") 69 | 70 | sold_data_dict = { 71 | "description":description, 72 | "bid":bid 73 | } 74 | 75 | sold_data.append(sold_data_dict) 76 | 77 | sold_data = tuple(sold_data) 78 | # Insert the 'sold' data into ebay database via the 'sql_connect.py' function 79 | sold_ins(sold_data) 80 | 81 | -------------------------------------------------------------------------------- /sql_connect.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/python 2 | import psycopg2 3 | from config import config 4 | 5 | 6 | def connect(): 7 | """ Connect to the PostgreSQL database server """ 8 | conn = None 9 | try: 10 | # read connection parameters 11 | params = config() 12 | 13 | # connect to the PostgreSQL server 14 | print('Connecting to the PostgreSQL database...') 15 | conn = psycopg2.connect(**params) 16 | 17 | # create a cursor 18 | cur = conn.cursor() 19 | 20 | # execute a statement 21 | print('PostgreSQL database version:') 22 | cur.execute('SELECT version()') 23 | 24 | # display the PostgreSQL database server version 25 | db_version = cur.fetchone() 26 | print(db_version) 27 | 28 | cur.execute('SELECT * from api_data') 29 | rows = cur.fetchall() 30 | for row in rows: 31 | print(row) 32 | 33 | # close the communication with the PostgreSQL 34 | cur.close() 35 | except (Exception, psycopg2.DatabaseError) as error: 36 | print(error) 37 | finally: 38 | if conn is not None: 39 | conn.close() 40 | print('Database connection closed.') 41 | 42 | def api_ins(api_data): 43 | """ Connect to the PostgreSQL database server and insert api data """ 44 | 45 | conn = None 46 | try: 47 | # read connection parameters 48 | params = config() 49 | 50 | # connect to the PostgreSQL server 51 | print('Connecting to the PostgreSQL database to insert values...') 52 | conn = psycopg2.connect(**params) 53 | 54 | # create a cursor 55 | cur = conn.cursor() 56 | 57 | # insert multiple rows of api data 58 | cur.executemany( 59 | """INSERT INTO api_data (title,current_price,buy_now,country,url) 60 | VALUES(%(title)s,%(current_price)s,%(buy_now)s,%(country)s,%(url)s)""",api_data 61 | ) 62 | 63 | conn.commit() 64 | print('Successfully data inserted in to the table...\n') 65 | 66 | # close the communication with the PostgreSQL 67 | cur.close() 68 | except (Exception, psycopg2.DatabaseError) as error: 69 | print(error) 70 | finally: 71 | if conn is not None: 72 | conn.close() 73 | 74 | print('Database connection closed.') 75 | 76 | def sold_ins(sold_data): 77 | """ Connect to the PostgreSQL database server and insert api data """ 78 | 79 | conn = None 80 | try: 81 | # read connection parameters 82 | params = config() 83 | 84 | # connect to the PostgreSQL server 85 | print('Connecting to the PostgreSQL database to insert values...') 86 | conn = psycopg2.connect(**params) 87 | 88 | # create a cursor 89 | cur = conn.cursor() 90 | 91 | # insert multiple rows of api data 92 | cur.executemany( 93 | """INSERT INTO sold_data (description, bid) 94 | VALUES(%(description)s,%(bid)s)""",sold_data 95 | ) 96 | 97 | conn.commit() 98 | print('Successfully data inserted in to the table...\n') 99 | 100 | # close the communication with the PostgreSQL 101 | cur.close() 102 | except (Exception, psycopg2.DatabaseError) as error: 103 | print(error) 104 | finally: 105 | if conn is not None: 106 | conn.close() 107 | 108 | print('Database connection closed.') 109 | --------------------------------------------------------------------------------