diff --git a/01_scientific_stack/02_content_pandas.ipynb b/01_scientific_stack/02_content_pandas.ipynb new file mode 100644 index 0000000..7939074 --- /dev/null +++ b/01_scientific_stack/02_content_pandas.ipynb @@ -0,0 +1,3480 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Note**: Click on \"*Kernel*\" > \"*Restart Kernel and Clear All Outputs*\" in [JupyterLab](https://jupyterlab.readthedocs.io/en/stable/) *before* reading this notebook to reset its output. If you cannot run this file on your machine, you may want to open it [in the cloud ](https://mybinder.org/v2/gh/webartifex/intro-to-data-science/main?urlpath=lab/tree/01_scientific_stack/02_content_pandas.ipynb)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Chapter 1: Python's Scientific Stack (Part 2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For practitioners, the [numpy ](https://numpy.org/) library may feel a bit too \"technical\" or too close to \"real programming\" and they may prefer something that looks and feels more like Excel. That is where the [pandas ](https://pandas.pydata.org/) library comes in.\n", + "\n", + "Let's first `pip` install and then `import` it." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: pandas in /home/webartifex/repos/intro-to-data-science/.venv/lib/python3.8/site-packages (1.3.3)\n", + "Requirement already satisfied: numpy>=1.17.3 in /home/webartifex/repos/intro-to-data-science/.venv/lib/python3.8/site-packages (from pandas) (1.21.1)\n", + "Requirement already satisfied: python-dateutil>=2.7.3 in /home/webartifex/repos/intro-to-data-science/.venv/lib/python3.8/site-packages (from pandas) (2.8.2)\n", + "Requirement already satisfied: pytz>=2017.3 in /home/webartifex/repos/intro-to-data-science/.venv/lib/python3.8/site-packages (from pandas) (2021.3)\n", + "Requirement already satisfied: six>=1.5 in /home/webartifex/repos/intro-to-data-science/.venv/lib/python3.8/site-packages (from python-dateutil>=2.7.3->pandas) (1.16.0)\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Excel-like Data with Pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the same folder as this notebook there is a file named \"*orders.csv*\" that holds the order data of an urban meal delivery platform operating in Bordeaux, France. Open in with a double-click and take a look at its contents right here in JupyterLab!\n", + "\n", + "[pandas ](https://pandas.pydata.org/) provides a [pd.read_csv() ](https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html#pandas.read_csv) function that, as the name suggests, can open and read in CSV data. For Excel files, there is also a [pd.read_excel() ](https://pandas.pydata.org/docs/reference/api/pandas.read_excel.html) function but the CSV format is probably more widespread in use.\n", + "\n", + "Let's read in the \"*orders.csv*\" file with [pd.read_csv() ](https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html#pandas.read_csv) specifying the \"order_id\" column as the **index**. Here, index is a column with *unique* values that allow the identification of each row in a dataset. If we don't specify an index column, [pandas ](https://pandas.pydata.org/) creates a surrogate index as a sequence of integers 1, 2, 3, and so on." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"orders.csv\", index_col=\"order_id\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`df` models a table-like data structure, comparable to one tab in an Excel file. [pandas ](https://pandas.pydata.org/) and JupyterLab are designed to work well together: The `df` object shows a preview of the dataset below the code cell. The rows are the **records** in the dataset and the columns take the role of the **attributes** each record has. Each column comes with a **domain** of allowable values." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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2120212016-07-30 22:29:521249Pitaya Sainte Catherine275 Rue Sainte Catherine33000Bordeaux44.831692-0.57320780400Boulevard President Franklin Roosevelt 1533400Bordeaux44.820591-0.58204822501410.02016-07-30 22:50:162016-07-30 23:02:540
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2115192016-07-30 20:46:551254Funky Burger5 Rue Du Loup33000Bordeaux44.838081-0.57228180172Rue Monadey 2833800Bordeaux44.828816-0.57078920501817.02016-07-30 21:05:462016-07-30 21:14:070
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order_id
2115102016-07-30 20:46:051219La Tagliatella14 Rue Guiraude33000Bordeaux44.839388-0.57478180169Rue Pasteur 3533200Bordeaux44.845053-0.60115740851411.02016-07-30 21:11:002016-07-30 21:23:240
2115192016-07-30 20:46:551254Funky Burger5 Rue Du Loup33000Bordeaux44.838081-0.57228180172Rue Monadey 2833800Bordeaux44.828816-0.57078920501817.02016-07-30 21:05:462016-07-30 21:14:070
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" + ], + "text/plain": [ + " placed_at restaurant_id restaurant o_street \\\n", + "order_id \n", + "211510 2016-07-30 20:46:05 1219 La Tagliatella 14 Rue Guiraude \n", + "211519 2016-07-30 20:46:55 1254 Funky Burger 5 Rue Du Loup \n", + "\n", + " o_zip o_city o_latitude o_longitude customer_id \\\n", + "order_id \n", + "211510 33000 Bordeaux 44.839388 -0.574781 80169 \n", + "211519 33000 Bordeaux 44.838081 -0.572281 80172 \n", + "\n", + " d_street d_zip d_city d_latitude d_longitude total \\\n", + "order_id \n", + "211510 Rue Pasteur 35 33200 Bordeaux 44.845053 -0.601157 4085 \n", + "211519 Rue Monadey 28 33800 Bordeaux 44.828816 -0.570789 2050 \n", + "\n", + " courier_id pickup_at delivery_at cancelled \n", + "order_id \n", + "211510 1411.0 2016-07-30 21:11:00 2016-07-30 21:23:24 0 \n", + "211519 1817.0 2016-07-30 21:05:46 2016-07-30 21:14:07 0 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.tail(2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.info() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.info.html#pandas.DataFrame.info) shows on overview of the columns. In particular, it shows how many cells are filled in in a column (i.e., are \"non-null\") and what **data type** (i.e., \"dtype\") *all* values in a column have. \"int64\" and \"float64\" imply that there are only `int` and `float` values in a column (taking up to 64 bits or 1s and 0s in memory). \"object\" is [pandas ](https://pandas.pydata.org/)' way of telling us it could not deduce any data type more specific than textual data. For the columns holding timestamps (e.g., \"placed_at\") we will convert the values further below.\n", + "\n", + "Looking at the output, we see that some columns hold the data of **origin**-**destination** pairs, corresponding to restaurants and customers. Other columns store data following the dispatch and delivery process of couriers picking up and delivering meals at various points in time." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 694 entries, 192594 to 211519\n", + "Data columns (total 19 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 placed_at 694 non-null object \n", + " 1 restaurant_id 694 non-null int64 \n", + " 2 restaurant 694 non-null object \n", + " 3 o_street 694 non-null object \n", + " 4 o_zip 694 non-null int64 \n", + " 5 o_city 694 non-null object \n", + " 6 o_latitude 694 non-null float64\n", + " 7 o_longitude 694 non-null float64\n", + " 8 customer_id 694 non-null int64 \n", + " 9 d_street 694 non-null object \n", + " 10 d_zip 694 non-null int64 \n", + " 11 d_city 694 non-null object \n", + " 12 d_latitude 694 non-null float64\n", + " 13 d_longitude 694 non-null float64\n", + " 14 total 694 non-null int64 \n", + " 15 courier_id 690 non-null float64\n", + " 16 pickup_at 665 non-null object \n", + " 17 delivery_at 663 non-null object \n", + " 18 cancelled 694 non-null int64 \n", + "dtypes: float64(5), int64(6), object(8)\n", + "memory usage: 108.4+ KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.describe() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.describe.html#pandas.DataFrame.describe) shows statistics on all numerical columns in a `DataFrame`.\n", + "\n", + "For the example orders, such statistics may not be meaningful for all numerical columns as some of them merely hold IDs or zip codes." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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restaurant_ido_zipo_latitudeo_longitudecustomer_idd_zipd_latituded_longitudetotalcourier_idcancelled
count694.000000694.000000694.000000694.000000694.000000694.000000694.000000694.000000694.000000690.000000694.000000
mean1228.47982733075.21613844.839258-0.57575974751.12680133191.61383344.838623-0.5760402294.6368881484.7550720.044669
std18.001091207.9714350.0074710.00692014604.304963307.3786970.0115450.0107991060.695748154.5862100.206724
min1204.00000033000.00000044.818180-0.5994002377.00000033000.00000044.809813-0.606892350.0000001403.0000000.000000
25%1212.00000033000.00000044.836910-0.57934576648.50000033000.00000044.829981-0.5816121500.0000001415.0000000.000000
50%1224.00000033000.00000044.838287-0.57394078146.00000033000.00000044.838364-0.5750561969.5000001424.0000000.000000
75%1244.00000033000.00000044.841721-0.57228179331.50000033300.00000044.846696-0.5696012750.0000001462.0000000.000000
max1267.00000033800.00000044.855438-0.55057680401.00000033800.00000044.877693-0.5379528370.0000002013.0000001.000000
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" + ], + "text/plain": [ + " restaurant_id o_zip o_latitude o_longitude customer_id \\\n", + "count 694.000000 694.000000 694.000000 694.000000 694.000000 \n", + "mean 1228.479827 33075.216138 44.839258 -0.575759 74751.126801 \n", + "std 18.001091 207.971435 0.007471 0.006920 14604.304963 \n", + "min 1204.000000 33000.000000 44.818180 -0.599400 2377.000000 \n", + "25% 1212.000000 33000.000000 44.836910 -0.579345 76648.500000 \n", + "50% 1224.000000 33000.000000 44.838287 -0.573940 78146.000000 \n", + "75% 1244.000000 33000.000000 44.841721 -0.572281 79331.500000 \n", + "max 1267.000000 33800.000000 44.855438 -0.550576 80401.000000 \n", + "\n", + " d_zip d_latitude d_longitude total courier_id \\\n", + "count 694.000000 694.000000 694.000000 694.000000 690.000000 \n", + "mean 33191.613833 44.838623 -0.576040 2294.636888 1484.755072 \n", + "std 307.378697 0.011545 0.010799 1060.695748 154.586210 \n", + "min 33000.000000 44.809813 -0.606892 350.000000 1403.000000 \n", + "25% 33000.000000 44.829981 -0.581612 1500.000000 1415.000000 \n", + "50% 33000.000000 44.838364 -0.575056 1969.500000 1424.000000 \n", + "75% 33300.000000 44.846696 -0.569601 2750.000000 1462.000000 \n", + "max 33800.000000 44.877693 -0.537952 8370.000000 2013.000000 \n", + "\n", + " cancelled \n", + "count 694.000000 \n", + "mean 0.044669 \n", + "std 0.206724 \n", + "min 0.000000 \n", + "25% 0.000000 \n", + "50% 0.000000 \n", + "75% 0.000000 \n", + "max 1.000000 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Indexing & Slicing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`DataFrame`s support being indexed or sliced, both in the row and column dimensions.\n", + "\n", + "To obtain all data in a single column, we index into the `DataFrame` with the column's name.\n", + "\n", + "For example, `restaurant_col` provides a list of only the restaurant names. Its index are still the \"order_id\"s." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "order_id\n", + "192594 Max A Table\n", + "192644 Max A Table\n", + "192658 Taj Mahal\n", + "193242 Chez Ambre And Michel\n", + "192719 La Maison Du Glacier\n", + "Name: restaurant, dtype: object" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "restaurant_col = df[\"restaurant\"]\n", + "\n", + "restaurant_col.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The data type of a single column is [pd.Series ](https://pandas.pydata.org/docs/reference/api/pandas.Series.html#pandas.Series), which is very similar to a `DataFrame` with only one column. `Series` objects work like built-in `list`s with added functionalities." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.series.Series" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(restaurant_col)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we index with a `list` of column names, the result is itself another `DataFrame`. That operation is like slicing out a smaller matrix from a larger one as we saw with `ndarray`s before.\n", + "\n", + "For example, let's pull out all location data of the orders' origins (i.e., restaurants)." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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o_streeto_zipo_cityo_latitudeo_longitude
order_id
19259436 Rue Cornac33000Bordeaux44.851402-0.575870
19264436 Rue Cornac33000Bordeaux44.851402-0.575870
19265824 Rue Du Parlement Sainte-Catherine33000Bordeaux44.840405-0.573940
1932421 Rue Matignon33000Bordeaux44.850258-0.586204
1927191 Place Saint Pierre33000Bordeaux44.839706-0.570672
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" + ], + "text/plain": [ + " o_street o_zip o_city o_latitude \\\n", + "order_id \n", + "192594 36 Rue Cornac 33000 Bordeaux 44.851402 \n", + "192644 36 Rue Cornac 33000 Bordeaux 44.851402 \n", + "192658 24 Rue Du Parlement Sainte-Catherine 33000 Bordeaux 44.840405 \n", + "193242 1 Rue Matignon 33000 Bordeaux 44.850258 \n", + "192719 1 Place Saint Pierre 33000 Bordeaux 44.839706 \n", + "\n", + " o_longitude \n", + "order_id \n", + "192594 -0.575870 \n", + "192644 -0.575870 \n", + "192658 -0.573940 \n", + "193242 -0.586204 \n", + "192719 -0.570672 " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "origins = df[[\"o_street\", \"o_zip\", \"o_city\", \"o_latitude\", \"o_longitude\"]]\n", + "\n", + "origins.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To access individual rows, we index not into a `DataFrame` directly but into its [.loc ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.loc.html#pandas.DataFrame.loc) object (which also exists for `Series`).\n", + "\n", + "Here, `200800` is an \"order_id\" number. The result is a `Series` object where the original `DataFrame`'s columns become the index." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "placed_at 2016-07-24 19:30:52\n", + "restaurant_id 1204\n", + "restaurant Max A Table\n", + "o_street 36 Rue Cornac\n", + "o_zip 33000\n", + "o_city Bordeaux\n", + "o_latitude 44.851402\n", + "o_longitude -0.57587\n", + "customer_id 76187\n", + "d_street Rue Judaique 213\n", + "d_zip 33000\n", + "d_city Bordeaux\n", + "d_latitude 44.840829\n", + "d_longitude -0.595445\n", + "total 2250\n", + "courier_id 1468.0\n", + "pickup_at 2016-07-24 19:50:52\n", + "delivery_at 2016-07-24 19:58:16\n", + "cancelled 0\n", + "Name: 200800, dtype: object" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[200800]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also index into the `restaurant_col` and `origins` objects from above. As `restaurant_col` is a `Series`, we get back a scalar value." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Max A Table'" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "restaurant_col.loc[200800]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "o_street 36 Rue Cornac\n", + "o_zip 33000\n", + "o_city Bordeaux\n", + "o_latitude 44.851402\n", + "o_longitude -0.57587\n", + "Name: 200800, dtype: object" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "origins.loc[200800]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Slicing also works with [.loc ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.loc.html#pandas.DataFrame.loc). A tiny difference to Python's built-in slicing, the upper bound is included in the slice as well!" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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placed_atrestaurant_idrestauranto_streeto_zipo_cityo_latitudeo_longitudecustomer_idd_streetd_zipd_cityd_latituded_longitudetotalcourier_idpickup_atdelivery_atcancelled
order_id
2003002016-07-24 13:46:151207Le Jardin Pekinois9 Rue Des Freres Bonie33000Bordeaux44.837078-0.57957276030Rue Villeneuve 133000Bordeaux44.839927-0.58001238201426.02016-07-24 14:12:452016-07-24 14:16:590
2003052016-07-24 13:49:251207Le Jardin Pekinois9 Rue Des Freres Bonie33000Bordeaux44.837078-0.57957276033Rue Du Ha 5433000Bordeaux44.835898-0.57794116891405.02016-07-24 14:12:042016-07-24 14:15:540
2008002016-07-24 19:30:521204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.57587076187Rue Judaique 21333000Bordeaux44.840829-0.59544522501468.02016-07-24 19:50:522016-07-24 19:58:160
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" + ], + "text/plain": [ + " placed_at restaurant_id restaurant \\\n", + "order_id \n", + "200300 2016-07-24 13:46:15 1207 Le Jardin Pekinois \n", + "200305 2016-07-24 13:49:25 1207 Le Jardin Pekinois \n", + "200800 2016-07-24 19:30:52 1204 Max A Table \n", + "\n", + " o_street o_zip o_city o_latitude o_longitude \\\n", + "order_id \n", + "200300 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572 \n", + "200305 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572 \n", + "200800 36 Rue Cornac 33000 Bordeaux 44.851402 -0.575870 \n", + "\n", + " customer_id d_street d_zip d_city d_latitude \\\n", + "order_id \n", + "200300 76030 Rue Villeneuve 1 33000 Bordeaux 44.839927 \n", + "200305 76033 Rue Du Ha 54 33000 Bordeaux 44.835898 \n", + "200800 76187 Rue Judaique 213 33000 Bordeaux 44.840829 \n", + "\n", + " d_longitude total courier_id pickup_at \\\n", + "order_id \n", + "200300 -0.580012 3820 1426.0 2016-07-24 14:12:45 \n", + "200305 -0.577941 1689 1405.0 2016-07-24 14:12:04 \n", + "200800 -0.595445 2250 1468.0 2016-07-24 19:50:52 \n", + "\n", + " delivery_at cancelled \n", + "order_id \n", + "200300 2016-07-24 14:16:59 0 \n", + "200305 2016-07-24 14:15:54 0 \n", + "200800 2016-07-24 19:58:16 0 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[200300:200800]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "order_id\n", + "200300 Le Jardin Pekinois\n", + "200305 Le Jardin Pekinois\n", + "200800 Max A Table\n", + "Name: restaurant, dtype: object" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "restaurant_col.loc[200300:200800]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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o_streeto_zipo_cityo_latitudeo_longitude
order_id
2003009 Rue Des Freres Bonie33000Bordeaux44.837078-0.579572
2003059 Rue Des Freres Bonie33000Bordeaux44.837078-0.579572
20080036 Rue Cornac33000Bordeaux44.851402-0.575870
\n", + "
" + ], + "text/plain": [ + " o_street o_zip o_city o_latitude o_longitude\n", + "order_id \n", + "200300 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572\n", + "200305 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572\n", + "200800 36 Rue Cornac 33000 Bordeaux 44.851402 -0.575870" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "origins.loc[200300:200800]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.loc ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.loc.html#pandas.DataFrame.loc) also allows us to index and slice in both dimensions simultaneously. The first index or slice goes along the row dimension while the second index or slice selects the columns." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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o_streeto_zipo_cityo_latitudeo_longitude
order_id
2003009 Rue Des Freres Bonie33000Bordeaux44.837078-0.579572
2003059 Rue Des Freres Bonie33000Bordeaux44.837078-0.579572
20080036 Rue Cornac33000Bordeaux44.851402-0.575870
\n", + "
" + ], + "text/plain": [ + " o_street o_zip o_city o_latitude o_longitude\n", + "order_id \n", + "200300 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572\n", + "200305 9 Rue Des Freres Bonie 33000 Bordeaux 44.837078 -0.579572\n", + "200800 36 Rue Cornac 33000 Bordeaux 44.851402 -0.575870" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " 200300:200800,\n", + " [\"o_street\", \"o_zip\", \"o_city\", \"o_latitude\", \"o_longitude\"]\n", + "]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Type Casting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As [.info() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.info.html#pandas.DataFrame.info) already revealed above, the timestamp columns could only be parsed as generic objects (i.e., textual data). Also, the \"cancelled\" column which holds only `True` or `False` values does not have a `bool` data type." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 694 entries, 192594 to 211519\n", + "Data columns (total 19 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 placed_at 694 non-null object \n", + " 1 restaurant_id 694 non-null int64 \n", + " 2 restaurant 694 non-null object \n", + " 3 o_street 694 non-null object \n", + " 4 o_zip 694 non-null int64 \n", + " 5 o_city 694 non-null object \n", + " 6 o_latitude 694 non-null float64\n", + " 7 o_longitude 694 non-null float64\n", + " 8 customer_id 694 non-null int64 \n", + " 9 d_street 694 non-null object \n", + " 10 d_zip 694 non-null int64 \n", + " 11 d_city 694 non-null object \n", + " 12 d_latitude 694 non-null float64\n", + " 13 d_longitude 694 non-null float64\n", + " 14 total 694 non-null int64 \n", + " 15 courier_id 690 non-null float64\n", + " 16 pickup_at 665 non-null object \n", + " 17 delivery_at 663 non-null object \n", + " 18 cancelled 694 non-null int64 \n", + "dtypes: float64(5), int64(6), object(8)\n", + "memory usage: 124.6+ KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The [pd.to_datetime() ](https://pandas.pydata.org/docs/reference/api/pandas.to_datetime.html#pandas.to_datetime) function **casts** the timestamp columns correctly." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "order_id\n", + "192594 2016-07-18 12:23:13\n", + "192644 2016-07-18 12:48:55\n", + "192658 2016-07-18 13:00:13\n", + "193242 2016-07-18 20:39:54\n", + "192719 2016-07-18 13:52:04\n", + " ... \n", + "212021 2016-07-30 22:29:52\n", + "211501 2016-07-30 20:44:50\n", + "211508 2016-07-30 20:45:55\n", + "211510 2016-07-30 20:46:05\n", + "211519 2016-07-30 20:46:55\n", + "Name: placed_at, Length: 694, dtype: datetime64[ns]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.to_datetime(df[\"placed_at\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's overwrite the original \"placed_at\" column with one that has the correct data type." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "df[\"placed_at\"] = pd.to_datetime(df[\"placed_at\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The [.astype() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.astype.html#pandas.DataFrame.astype) method generalizes this idea and allows us to cast several columns in a `DataFrame`. It takes a `dict`ionary mapping column names to data types as its input. Instead of references to actual data types (e.g., `bool`), it also understands [pandas ](https://pandas.pydata.org/)-specific data types provides as text." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.astype({\n", + " \"pickup_at\": \"datetime64[ns]\",\n", + " \"delivery_at\": \"datetime64[ns]\",\n", + " \"cancelled\": bool,\n", + "})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, all columns in `df` have more applicable data types." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 694 entries, 192594 to 211519\n", + "Data columns (total 19 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 placed_at 694 non-null datetime64[ns]\n", + " 1 restaurant_id 694 non-null int64 \n", + " 2 restaurant 694 non-null object \n", + " 3 o_street 694 non-null object \n", + " 4 o_zip 694 non-null int64 \n", + " 5 o_city 694 non-null object \n", + " 6 o_latitude 694 non-null float64 \n", + " 7 o_longitude 694 non-null float64 \n", + " 8 customer_id 694 non-null int64 \n", + " 9 d_street 694 non-null object \n", + " 10 d_zip 694 non-null int64 \n", + " 11 d_city 694 non-null object \n", + " 12 d_latitude 694 non-null float64 \n", + " 13 d_longitude 694 non-null float64 \n", + " 14 total 694 non-null int64 \n", + " 15 courier_id 690 non-null float64 \n", + " 16 pickup_at 665 non-null datetime64[ns]\n", + " 17 delivery_at 663 non-null datetime64[ns]\n", + " 18 cancelled 694 non-null bool \n", + "dtypes: bool(1), datetime64[ns](3), float64(5), int64(5), object(5)\n", + "memory usage: 119.9+ KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Filtering" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A common operation when working with `DataFrame`s is to filter for rows fulfilling certain conditions. That is implemented by so-called **boolean filters** in [pandas ](https://pandas.pydata.org/), which is simply a `DataFrame` or `Series` holding only `True` or `False` values.\n", + "\n", + "One way to obtain such objects is to use relational operators with columns.\n", + "\n", + "`max_a_table` holds `True` values for all orders at the restaurant with the ID `1204`." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "order_id\n", + "192594 True\n", + "192644 True\n", + "192658 False\n", + "193242 False\n", + "192719 False\n", + " ... \n", + "212021 False\n", + "211501 True\n", + "211508 False\n", + "211510 False\n", + "211519 False\n", + "Name: restaurant_id, Length: 694, dtype: bool" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_a_table = df[\"restaurant_id\"] == 1204\n", + "\n", + "max_a_table" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, let's use a boolean filter to index into `df`. That gives us back a new `DataFame` with all orders belonging to the restaurant \"Max A Table\"." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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order_id
1925942016-07-18 12:23:131204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758710298Rue Rolland 1433000Bordeaux44.842592-0.58052120501423.02016-07-18 12:38:082016-07-18 12:48:22False
1926442016-07-18 12:48:551204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.575876037Rue Rolland 1433000Bordeaux44.842592-0.58052124501426.02016-07-18 13:03:082016-07-18 13:12:01False
1943352016-07-19 20:35:211204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774268Place Canteloup 1233800Bordeaux44.833834-0.56567431001420.02016-07-19 20:51:162016-07-19 21:01:08False
1966152016-07-21 19:50:151204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774901Rue Marcelin Jourdan 5533200Bordeaux44.850360-0.59736120501418.02016-07-21 20:12:292016-07-21 20:25:57False
1968392016-07-21 20:27:221204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774966Rue Sainte-Catherine 13733000Bordeaux44.836516-0.57398337501472.02016-07-21 20:41:422016-07-21 21:14:41False
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placed_atrestaurant_idrestauranto_streeto_zipo_cityo_latitudeo_longitudecustomer_idd_streetd_zipd_cityd_latituded_longitudetotalcourier_idpickup_atdelivery_atcancelled
order_id
1925942016-07-18 12:23:131204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758710298Rue Rolland 1433000Bordeaux44.842592-0.58052120501423.02016-07-18 12:38:082016-07-18 12:48:22False
1926442016-07-18 12:48:551204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.575876037Rue Rolland 1433000Bordeaux44.842592-0.58052124501426.02016-07-18 13:03:082016-07-18 13:12:01False
1943352016-07-19 20:35:211204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774268Place Canteloup 1233800Bordeaux44.833834-0.56567431001420.02016-07-19 20:51:162016-07-19 21:01:08False
1966152016-07-21 19:50:151204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774901Rue Marcelin Jourdan 5533200Bordeaux44.850360-0.59736120501418.02016-07-21 20:12:292016-07-21 20:25:57False
1968392016-07-21 20:27:221204Max A Table36 Rue Cornac33000Bordeaux44.851402-0.5758774966Rue Sainte-Catherine 13733000Bordeaux44.836516-0.57398337501472.02016-07-21 20:41:422016-07-21 21:14:41False
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" + ], + "text/plain": [ + " placed_at restaurant_id restaurant o_street \\\n", + "order_id \n", + "192594 2016-07-18 12:23:13 1204 Max A Table 36 Rue Cornac \n", + "192644 2016-07-18 12:48:55 1204 Max A Table 36 Rue Cornac \n", + "194335 2016-07-19 20:35:21 1204 Max A Table 36 Rue Cornac \n", + "196615 2016-07-21 19:50:15 1204 Max A Table 36 Rue Cornac \n", + "196839 2016-07-21 20:27:22 1204 Max A Table 36 Rue Cornac \n", + "\n", + " o_zip o_city o_latitude o_longitude customer_id \\\n", + "order_id \n", + "192594 33000 Bordeaux 44.851402 -0.57587 10298 \n", + "192644 33000 Bordeaux 44.851402 -0.57587 6037 \n", + "194335 33000 Bordeaux 44.851402 -0.57587 74268 \n", + "196615 33000 Bordeaux 44.851402 -0.57587 74901 \n", + "196839 33000 Bordeaux 44.851402 -0.57587 74966 \n", + "\n", + " d_street d_zip d_city d_latitude d_longitude \\\n", + "order_id \n", + "192594 Rue Rolland 14 33000 Bordeaux 44.842592 -0.580521 \n", + "192644 Rue Rolland 14 33000 Bordeaux 44.842592 -0.580521 \n", + "194335 Place Canteloup 12 33800 Bordeaux 44.833834 -0.565674 \n", + "196615 Rue Marcelin Jourdan 55 33200 Bordeaux 44.850360 -0.597361 \n", + "196839 Rue Sainte-Catherine 137 33000 Bordeaux 44.836516 -0.573983 \n", + "\n", + " total courier_id pickup_at delivery_at cancelled \n", + "order_id \n", + "192594 2050 1423.0 2016-07-18 12:38:08 2016-07-18 12:48:22 False \n", + "192644 2450 1426.0 2016-07-18 13:03:08 2016-07-18 13:12:01 False \n", + "194335 3100 1420.0 2016-07-19 20:51:16 2016-07-19 21:01:08 False \n", + "196615 2050 1418.0 2016-07-21 20:12:29 2016-07-21 20:25:57 False \n", + "196839 3750 1472.0 2016-07-21 20:41:42 2016-07-21 21:14:41 False " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[max_a_table].head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Combining the filter with a `list` of columns allows us to further narrow down the `DataFrame`.\n", + "\n", + "For example, the preview below shows us the first five customers \"Max A Table\" had in the target period." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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customer_idd_streetd_zipd_cityd_latituded_longitude
order_id
19259410298Rue Rolland 1433000Bordeaux44.842592-0.580521
1926446037Rue Rolland 1433000Bordeaux44.842592-0.580521
19433574268Place Canteloup 1233800Bordeaux44.833834-0.565674
19661574901Rue Marcelin Jourdan 5533200Bordeaux44.850360-0.597361
19683974966Rue Sainte-Catherine 13733000Bordeaux44.836516-0.573983
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" + ], + "text/plain": [ + " customer_id d_street d_zip d_city d_latitude \\\n", + "order_id \n", + "192594 10298 Rue Rolland 14 33000 Bordeaux 44.842592 \n", + "192644 6037 Rue Rolland 14 33000 Bordeaux 44.842592 \n", + "194335 74268 Place Canteloup 12 33800 Bordeaux 44.833834 \n", + "196615 74901 Rue Marcelin Jourdan 55 33200 Bordeaux 44.850360 \n", + "196839 74966 Rue Sainte-Catherine 137 33000 Bordeaux 44.836516 \n", + "\n", + " d_longitude \n", + "order_id \n", + "192594 -0.580521 \n", + "192644 -0.580521 \n", + "194335 -0.565674 \n", + "196615 -0.597361 \n", + "196839 -0.573983 " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " [\"customer_id\", \"d_street\", \"d_zip\", \"d_city\", \"d_latitude\", \"d_longitude\"]\n", + "].head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Boolean filters can be created in an arbitray fashion by combining several conditions with `&` and `|` modeling logical AND and OR operators.\n", + "\n", + "The example lists the first five customers of \"Max A Table\" in a target area provided as latitude-longitude coordinates." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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customer_idd_streetd_zipd_cityd_latituded_longitude
order_id
19661574901Rue Marcelin Jourdan 5533200Bordeaux44.850360-0.597361
20080076187Rue Judaique 21333000Bordeaux44.840829-0.595445
20089376218Rue Notre Dame 2133000Bordeaux44.850260-0.572377
20278876786Rue De Leybardie 2733300Bordeaux44.861360-0.565057
20256376730Rue Lombard 4733300Bordeaux44.858661-0.563095
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" + ], + "text/plain": [ + " customer_id d_street d_zip d_city d_latitude \\\n", + "order_id \n", + "196615 74901 Rue Marcelin Jourdan 55 33200 Bordeaux 44.850360 \n", + "200800 76187 Rue Judaique 213 33000 Bordeaux 44.840829 \n", + "200893 76218 Rue Notre Dame 21 33000 Bordeaux 44.850260 \n", + "202788 76786 Rue De Leybardie 27 33300 Bordeaux 44.861360 \n", + "202563 76730 Rue Lombard 47 33300 Bordeaux 44.858661 \n", + "\n", + " d_longitude \n", + "order_id \n", + "196615 -0.597361 \n", + "200800 -0.595445 \n", + "200893 -0.572377 \n", + "202788 -0.565057 \n", + "202563 -0.563095 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " (\n", + " max_a_table\n", + " &\n", + " (\n", + " (df[\"d_latitude\"] > 44.85)\n", + " |\n", + " (df[\"d_longitude\"] < -0.59)\n", + " ) \n", + " ),\n", + " [\"customer_id\", \"d_street\", \"d_zip\", \"d_city\", \"d_latitude\", \"d_longitude\"]\n", + "].head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.isin() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.isin.html#pandas.DataFrame.isin) is another useful method: It allows us to provide a `list` of values that we are filtering for in a column." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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placed_atcustomer_idd_streetd_zipd_citytotal
order_id
1926442016-07-18 12:48:556037Rue Rolland 1433000Bordeaux2450
2109452016-07-30 19:30:3979900Rue Du Couvent 1633000Bordeaux1650
2113632016-07-30 20:27:4580095Rue De La Porte Saint-Jean 833000Bordeaux2400
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" + ], + "text/plain": [ + " placed_at customer_id d_street \\\n", + "order_id \n", + "192644 2016-07-18 12:48:55 6037 Rue Rolland 14 \n", + "210945 2016-07-30 19:30:39 79900 Rue Du Couvent 16 \n", + "211363 2016-07-30 20:27:45 80095 Rue De La Porte Saint-Jean 8 \n", + "\n", + " d_zip d_city total \n", + "order_id \n", + "192644 33000 Bordeaux 2450 \n", + "210945 33000 Bordeaux 1650 \n", + "211363 33000 Bordeaux 2400 " + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " (\n", + " max_a_table\n", + " &\n", + " df[\"customer_id\"].isin([6037, 79900, 80095])\n", + " ),\n", + " [\"placed_at\", \"customer_id\", \"d_street\", \"d_zip\", \"d_city\", \"total\"]\n", + "].head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `~` operator negates a condition. So, in the cell below we see all orders at \"Max A Table\" except the ones from the indicated customers." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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placed_atcustomer_idd_streetd_zipd_citytotal
order_id
1925942016-07-18 12:23:1310298Rue Rolland 1433000Bordeaux2050
1943352016-07-19 20:35:2174268Place Canteloup 1233800Bordeaux3100
1966152016-07-21 19:50:1574901Rue Marcelin Jourdan 5533200Bordeaux2050
1968392016-07-21 20:27:2274966Rue Sainte-Catherine 13733000Bordeaux3750
1986312016-07-22 21:29:4075047Rue Boudet 2933000Bordeaux2650
\n", + "
" + ], + "text/plain": [ + " placed_at customer_id d_street d_zip \\\n", + "order_id \n", + "192594 2016-07-18 12:23:13 10298 Rue Rolland 14 33000 \n", + "194335 2016-07-19 20:35:21 74268 Place Canteloup 12 33800 \n", + "196615 2016-07-21 19:50:15 74901 Rue Marcelin Jourdan 55 33200 \n", + "196839 2016-07-21 20:27:22 74966 Rue Sainte-Catherine 137 33000 \n", + "198631 2016-07-22 21:29:40 75047 Rue Boudet 29 33000 \n", + "\n", + " d_city total \n", + "order_id \n", + "192594 Bordeaux 2050 \n", + "194335 Bordeaux 3100 \n", + "196615 Bordeaux 2050 \n", + "196839 Bordeaux 3750 \n", + "198631 Bordeaux 2650 " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " (\n", + " max_a_table\n", + " &\n", + " ~df[\"customer_id\"].isin([6037, 79900, 80095])\n", + " ),\n", + " [\"placed_at\", \"customer_id\", \"d_street\", \"d_zip\", \"d_city\", \"total\"]\n", + "].head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## DataFrame Methods" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have learned the basics of selecting the data we want from a `DataFrame`, let's look at a couple of methods that allow us to obtain some infos out of a `DataFrame`, in particular, to run some **descriptive statistics**.\n", + "\n", + "[.unique() ](https://pandas.pydata.org/docs/reference/api/pandas.Series.unique.html#pandas.Series.unique) is a simple `Series` method returning an `ndarray` with all values that are in the `Series` once.\n", + "\n", + "Here, we get an overview of how many restaurants there are in Bordeaux in the target time horizon." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1204, 1205, 1208, 1206, 1209, 1207, 1211, 1213, 1214, 1212, 1216,\n", + " 1215, 1217, 1218, 1219, 1220, 1221, 1223, 1222, 1224, 1225, 1229,\n", + " 1226, 1227, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1239,\n", + " 1241, 1242, 1243, 1245, 1244, 1246, 1247, 1249, 1254, 1250, 1256,\n", + " 1258, 1259, 1260, 1263, 1264, 1266, 1265, 1267])" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"restaurant_id\"].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "52" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(df[\"restaurant_id\"].unique())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To obtain an `ndarray` of all customer IDs of \"Max A Table\", we write the following." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([10298, 6037, 74268, 74901, 74966, 75047, 76187, 76218, 76442,\n", + " 76396, 76421, 76786, 76822, 76730, 76871, 75687, 77409, 77386,\n", + " 77355, 77556, 78129, 78353, 78608, 78621, 78958, 79119, 79153,\n", + " 76838, 79234, 79486, 79576, 79563, 79653, 79900, 79912, 80026,\n", + " 80204, 80095, 80163])" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " \"customer_id\"\n", + "].unique()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.value_counts() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.value_counts.html#pandas.DataFrame.value_counts) is similar to [.unique() ](https://pandas.pydata.org/docs/reference/api/pandas.Series.unique.html#pandas.Series.unique) and provides an array sorted by the counts of how often an element occurs in a column or `Series` in descending order.\n", + "\n", + "We use it to list the `10` most popular restaurants and customers in the dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1254 78\n", + "1207 47\n", + "1204 39\n", + "1217 37\n", + "1212 32\n", + "1244 25\n", + "1225 25\n", + "1249 23\n", + "1242 19\n", + "1221 18\n", + "Name: restaurant_id, dtype: int64" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"restaurant_id\"].value_counts().head(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "73919 14\n", + "10298 12\n", + "6037 8\n", + "77048 5\n", + "4210 4\n", + "74426 4\n", + "9304 3\n", + "76838 3\n", + "75905 3\n", + "74791 3\n", + "Name: customer_id, dtype: int64" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"customer_id\"].value_counts().head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[.sum() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.sum.html#pandas.DataFrame.sum), [.min() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.min.html#pandas.DataFrame.min), [.max() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.max.html#pandas.DataFrame.max), [.mean() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.mean.html#pandas.DataFrame.mean), and [.round() ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.round.html#pandas.DataFrame.round) are self-explanatory.\n", + "\n", + "We use it to analyze the overall spendings in Bordeaux and for \"Max A Table\"." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "15924.78" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"total\"].sum() / 100 # Convert to Euro" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "885.0" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " \"total\"\n", + "].sum() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.5" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"total\"].min() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "83.7" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"total\"].max() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "12.5" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " \"total\"\n", + "].min() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "60.0" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " \"total\"\n", + "].max() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "22.94636887608069" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"total\"].mean() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "22.95" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"total\"].mean().round() / 100" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "22.69" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[\n", + " max_a_table,\n", + " \"total\"\n", + "].mean().round() / 100" + ] + } + ], + "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": "3.8.12" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": false, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/01_scientific_stack/orders.csv b/01_scientific_stack/orders.csv new file mode 100644 index 0000000..4f1c9b6 --- /dev/null +++ b/01_scientific_stack/orders.csv @@ -0,0 +1,695 @@ +order_id,placed_at,restaurant_id,restaurant,o_street,o_zip,o_city,o_latitude,o_longitude,customer_id,d_street,d_zip,d_city,d_latitude,d_longitude,total,courier_id,pickup_at,delivery_at,cancelled +192594,2016-07-18 12:23:13,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2050,1423,2016-07-18 12:38:08,2016-07-18 12:48:22,0 +192644,2016-07-18 12:48:55,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2450,1426,2016-07-18 13:03:08,2016-07-18 13:12:01,0 +192658,2016-07-18 13:00:13,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,73830,Rue Batailley 12,33000,Bordeaux,44.8385037,-0.5919612,2550,1423,2016-07-18 13:19:04,2016-07-18 13:29:03,0 +193242,2016-07-18 20:39:54,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1550,1420,2016-07-18 20:55:52,2016-07-18 21:05:28,0 +192719,2016-07-18 13:52:04,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2450,1426,2016-07-18 14:01:23,2016-07-18 14:08:36,0 +193364,2016-07-18 21:04:09,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,6037,Rue De La Croix Blanche 7,33000,Bordeaux,44.84433070000001,-0.5892649999999999,4450,1416,2016-07-18 21:33:26,2016-07-18 21:48:22,0 +192999,2016-07-18 19:55:21,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,73919,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,2340,1415,2016-07-18 20:17:00,2016-07-18 20:30:21,0 +193367,2016-07-18 21:04:52,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2350,1426,2016-07-18 21:27:45,2016-07-18 21:39:11,0 +193406,2016-07-18 21:13:46,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,6037,Rue Kleber 13,33200,Bordeaux,44.8476855,-0.6068918,1739,1426,2016-07-18 21:33:42,2016-07-18 22:04:08,0 +193865,2016-07-19 13:35:37,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1450,1426,2016-07-19 13:49:11,2016-07-19 14:01:25,0 +193881,2016-07-19 13:45:24,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1550,1408,2016-07-19 13:59:17,2016-07-19 14:24:44,0 +193886,2016-07-19 13:52:31,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,73919,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,2450,1424,2016-07-19 13:59:06,2016-07-19 14:13:49,0 +194124,2016-07-19 19:47:12,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,74212,Cours Edouard Vaillant 35,33300,Bordeaux,44.8606007,-0.5582429999999999,3150,1403,2016-07-19 20:07:42,2016-07-19 20:17:00,0 +193748,2016-07-19 12:18:58,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,73919,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,1650,1426,2016-07-19 12:40:10,2016-07-19 12:49:53,0 +193753,2016-07-19 12:20:20,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,73919,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,1450,1408,2016-07-19 12:38:17,2016-07-19 12:49:48,0 +194659,2016-07-19 21:49:40,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2080,1416,2016-07-19 22:19:48,2016-07-19 22:29:50,0 +194280,2016-07-19 20:24:08,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,74253,Rue Lafontaine 35,33800,Bordeaux,44.8268384,-0.5708527,1450,1423,2016-07-19 20:34:34,2016-07-19 20:46:56,0 +194335,2016-07-19 20:35:21,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,74268,Place Canteloup 12,33800,Bordeaux,44.8338344,-0.5656738,3100,1420,2016-07-19 20:51:16,2016-07-19 21:01:08,0 +194669,2016-07-19 21:52:30,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,4210,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1750,1403,2016-07-19 22:10:18,,1 +194675,2016-07-19 21:54:35,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,22771,Rue Rolland 1,33000,Bordeaux,44.8427648,-0.5794479,1450,1420,2016-07-19 22:06:57,2016-07-19 22:27:18,0 +194466,2016-07-19 21:03:15,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74308,Rue Neuve 15,33130,Bordeaux,44.8108466,-0.5658726,2250,1423,2016-07-19 21:21:43,2016-07-19 21:36:41,0 +194681,2016-07-19 21:56:46,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,73919,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1900,1416,2016-07-19 22:06:38,2016-07-19 22:29:42,0 +194686,2016-07-19 21:57:59,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,9304,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,3829,1420,,,1 +194697,2016-07-19 22:01:31,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,6037,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,3600,1403,2016-07-19 22:20:54,2016-07-19 22:27:32,0 +194720,2016-07-19 22:11:16,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,9304,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,4090,1420,2016-07-19 22:22:53,2016-07-19 22:27:24,0 +194723,2016-07-19 22:12:53,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,4210,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1800,1416,2016-07-19 22:24:23,2016-07-19 22:30:08,0 +194826,2016-07-20 11:53:16,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,74411,Cours De L'Argonne 197,33000,Bordeaux,44.824824,-0.5788848999999999,1850,1415,2016-07-20 12:18:27,2016-07-20 12:34:39,0 +194935,2016-07-20 12:39:51,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,73919,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,1639,1405,2016-07-20 13:05:38,2016-07-20 13:16:03,0 +194969,2016-07-20 12:59:21,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1630,1415,2016-07-20 13:14:01,2016-07-20 13:20:54,0 +194884,2016-07-20 12:18:46,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,74426,Rue De Tauzia 42,33800,Bordeaux,44.8291733,-0.5581146,3650,1417,2016-07-20 12:37:44,2016-07-20 12:52:01,0 +195003,2016-07-20 13:26:34,1224,Gyoza Factory,6 Rue Georges Bonnac,33000,Bordeaux,44.840355,-0.581659,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,3279,1415,2016-07-20 13:47:46,2016-07-20 13:52:37,0 +195010,2016-07-20 13:39:04,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,3100,1418,2016-07-20 14:10:47,2016-07-20 14:18:15,0 +195272,2016-07-20 19:41:47,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74513,Rue Bourges 20,33400,Bordeaux,44.81629059999999,-0.5785701,2050,1411,2016-07-20 20:05:13,2016-07-20 20:18:39,0 +195274,2016-07-20 19:42:34,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,74519,Rue Cornac 4,33000,Bordeaux,44.8509545,-0.5721066,1490,1419,2016-07-20 20:22:32,2016-07-20 20:31:04,0 +195337,2016-07-20 19:55:31,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,74541,Cours De La Somme 190,33800,Bordeaux,44.8230039,-0.5722246,2250,1405,2016-07-20 20:15:45,2016-07-20 20:24:59,0 +195177,2016-07-20 19:18:28,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74499,Rue De Ruat 26,33000,Bordeaux,44.83959189999999,-0.5788992000000001,2050,1420,2016-07-20 19:38:57,2016-07-20 19:46:39,0 +195617,2016-07-20 20:44:39,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,74618,Cours De Verdun 32,33000,Bordeaux,44.8466972,-0.5766392,1510,1420,2016-07-20 21:06:58,2016-07-20 21:11:43,0 +195239,2016-07-20 19:34:12,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,74513,Rue Bourges 20,33400,Bordeaux,44.81629059999999,-0.5785701,1350,1411,2016-07-20 19:50:39,2016-07-20 20:18:45,0 +195675,2016-07-20 20:55:12,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74631,Rue Saint-Jean 85,33800,Bordeaux,44.8248735,-0.5683764,1550,1403,2016-07-20 21:11:42,2016-07-20 21:15:25,0 +195632,2016-07-20 20:46:49,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,74622,Cours Gambetta 164,33400,Bordeaux,44.81533599999999,-0.5858416,3570,1405,2016-07-20 21:05:14,2016-07-20 21:11:07,0 +196085,2016-07-21 12:06:00,1229,Les Mijotes Du Bocal,2 Bis Rue De Cursol,33000,Bordeaux,44.834278,-0.57038,74738,Boulevard Albert 1Er 19,33800,Bordeaux,44.8143014,-0.5710408,1950,1463,2016-07-21 12:18:16,2016-07-21 12:35:29,0 +195862,2016-07-20 21:33:39,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,73919,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2850,1403,2016-07-20 21:45:18,2016-07-20 21:53:27,0 +195867,2016-07-20 21:35:21,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,73919,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,2950,1420,2016-07-20 21:54:28,2016-07-20 22:00:06,0 +195871,2016-07-20 21:36:50,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,73919,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,3750,1416,2016-07-20 21:53:13,2016-07-20 22:06:27,0 +196093,2016-07-21 12:09:28,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,74426,Rue De Tauzia 42,33800,Bordeaux,44.8291733,-0.5581146,3450,1430,2016-07-21 12:25:10,2016-07-21 12:41:21,0 +196143,2016-07-21 12:35:44,1230,Is&I Kitchen,12 Place Paul Et Jean-Paul Avisseau,33300,Bordeaux,44.855438,-0.567234,74760,Rue Abel Antoune 14,33110,Bordeaux,44.8674088,-0.5824912,1800,1420,2016-07-21 12:56:42,2016-07-21 13:09:23,0 +196165,2016-07-21 12:42:50,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,73919,Rue Amedee Saint-Germain 121B,33800,Bordeaux,44.8182663,-0.5638276999999999,1630,1415,2016-07-21 12:58:04,2016-07-21 13:13:35,0 +196383,2016-07-21 18:55:20,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,74826,Cours Aristide Briand 80,33000,Bordeaux,44.8316303,-0.5756167999999999,1540,1468,2016-07-21 19:22:23,2016-07-21 19:26:44,0 +196172,2016-07-21 12:44:53,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,73919,Rue Amedee Saint-Germain 121B,33800,Bordeaux,44.8182663,-0.5638276999999999,1820,1405,2016-07-21 12:52:34,2016-07-21 13:22:26,0 +196268,2016-07-21 13:40:56,1229,Les Mijotes Du Bocal,2 Bis Rue De Cursol,33000,Bordeaux,44.834278,-0.57038,10298,Rue Rolland 14,33000,Bordeaux,44.8425916,-0.5805208,1550,1405,2016-07-21 13:50:26,2016-07-21 13:59:29,0 +196474,2016-07-21 19:22:35,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,74850,Rue Lecocq 72 Ter,33000,Bordeaux,44.8344849,-0.5854412,1739,1430,2016-07-21 19:41:57,2016-07-21 19:59:43,0 +196517,2016-07-21 19:32:25,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,74866,Rue Pelleport 120,33800,Bordeaux,44.821873,-0.5631925999999999,2750,1418,2016-07-21 19:41:13,2016-07-21 19:56:09,0 +196288,2016-07-21 13:58:34,1224,Gyoza Factory,6 Rue Georges Bonnac,33000,Bordeaux,44.840355,-0.581659,74791,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,2000,1405,,,1 +196571,2016-07-21 19:45:25,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,74883,Rue Albert De Mun 26,33000,Bordeaux,44.8487459,-0.5816116,1250,1403,2016-07-21 20:04:02,2016-07-21 20:08:23,0 +196302,2016-07-21 14:18:06,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,74798,Rue De La Rousselle 9,33000,Bordeaux,44.8375181,-0.5692362,1295,1405,2016-07-21 14:34:09,2016-07-21 14:47:58,0 +196792,2016-07-21 20:18:31,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,74958,Rue Poudensan 7,33000,Bordeaux,44.8485698,-0.5869224,1350,1468,2016-07-21 20:39:25,2016-07-21 20:49:01,0 +196615,2016-07-21 19:50:15,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,74901,Rue Marcelin Jourdan 55,33200,Bordeaux,44.8503596,-0.5973613999999999,2050,1418,2016-07-21 20:12:29,2016-07-21 20:25:57,0 +196703,2016-07-21 20:03:55,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,74931,Rue De Ruat 26,33000,Bordeaux,44.83959189999999,-0.5788992000000001,3950,1411,2016-07-21 20:17:35,2016-07-21 20:28:49,0 +196705,2016-07-21 20:04:11,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,74932,Cours Balguerie Stuttenberg 96,33300,Bordeaux,44.8578336,-0.5671222,3400,1430,2016-07-21 20:16:55,2016-07-21 20:28:25,0 +196713,2016-07-21 20:05:58,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,74934,Rue Du Capitaine Ferrand 22,33100,Bordeaux,44.8518856,-0.5388995,1300,1415,2016-07-21 20:21:25,2016-07-21 20:33:55,0 +196839,2016-07-21 20:27:22,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,74966,Rue Sainte-Catherine 137,33000,Bordeaux,44.83651589999999,-0.5739832000000001,3750,1472,2016-07-21 20:41:42,2016-07-21 21:14:41,0 +197125,2016-07-21 21:15:16,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,75047,Rue Boudet 29,33000,Bordeaux,44.8467347,-0.5763701999999999,2650,1403,,,1 +196851,2016-07-21 20:29:35,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,74970,Avenue De Tivoli 14,33110,Bordeaux,44.8576458,-0.5915104,1639,1403,2016-07-21 20:52:48,2016-07-21 21:02:03,0 +196901,2016-07-21 20:36:38,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,74988,Cours De L'Yser 42,33800,Bordeaux,44.8282049,-0.5686705,1345,1411,2016-07-21 20:54:27,2016-07-21 21:05:07,0 +196997,2016-07-21 20:51:08,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,75014,Rue Des Argentiers 26,33000,Bordeaux,44.8389043,-0.5696971,3140,1430,2016-07-21 21:04:25,2016-07-21 21:12:11,0 +197232,2016-07-21 21:35:11,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75078,Rue De Candale 11,33000,Bordeaux,44.8319862,-0.5722993,1530,1403,2016-07-21 22:06:11,2016-07-21 22:15:31,0 +197084,2016-07-21 21:06:01,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,75036,Place Gambetta 20,33000,Bordeaux,44.8404572,-0.5805786,1250,1430,2016-07-21 21:20:55,2016-07-21 21:32:55,0 +197338,2016-07-21 22:14:06,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,75109,Rue Mouneyra 93,33000,Bordeaux,44.8323712,-0.5852105,1590,1416,2016-07-21 22:34:21,2016-07-21 22:42:10,0 +197351,2016-07-21 22:22:47,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,75115,Rue Pierre Duhem 10,33000,Bordeaux,44.8283819,-0.5827968,2700,1472,2016-07-21 22:49:29,2016-07-21 23:01:57,0 +197449,2016-07-22 11:55:55,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74426,Rue De Tauzia 42,33800,Bordeaux,44.8291733,-0.5581146,5150,1458,2016-07-22 12:11:55,2016-07-22 12:21:27,0 +197096,2016-07-21 21:07:48,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,75038,Place Gambetta 20,33000,Bordeaux,44.8404572,-0.5805786,1250,1416,2016-07-21 21:27:30,2016-07-21 21:35:31,0 +197101,2016-07-21 21:08:37,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,75039,Rue Lafontaine 9,33800,Bordeaux,44.8268699,-0.5718456,1889,1415,2016-07-21 21:20:28,2016-07-21 21:40:57,0 +197952,2016-07-22 19:39:38,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,75290,Rue Du Docteur Charles Nancel Penard 21,33000,Bordeaux,44.8397886,-0.5814379,2130,1414,2016-07-22 19:57:08,2016-07-22 20:15:17,0 +197597,2016-07-22 12:59:45,1237,Label Terre,2 Cours D'Alsace Lorraine,33000,Bordeaux,44.837952,-0.567716,75192,Rue Cruchinet 3 Bis,33800,Bordeaux,44.8282803,-0.5740767999999999,1250,1468,2016-07-22 13:08:51,2016-07-22 13:16:20,0 +198072,2016-07-22 20:00:00,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,75328,Rue Fondaudege 42,33000,Bordeaux,44.8469544,-0.5807835,2890,1471,2016-07-22 20:15:10,2016-07-22 20:22:48,0 +198113,2016-07-22 20:04:59,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,75344,Rue Georges Mandel 155,33000,Bordeaux,44.8421745,-0.5954264,4150,1407,2016-07-22 20:30:20,2016-07-22 20:37:11,0 +197824,2016-07-22 19:09:17,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75253,Cours De L'Argonne 48,33000,Bordeaux,44.8288365,-0.5738496,2030,1426,2016-07-22 19:40:08,2016-07-22 19:47:35,0 +198122,2016-07-22 20:05:55,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,75347,Rue De Begles 9,33800,Bordeaux,44.8287747,-0.5680915999999999,2530,1430,2016-07-22 20:18:08,2016-07-22 20:31:14,0 +198184,2016-07-22 20:14:40,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,75366,Rue Guillaume Leblanc 186,33000,Bordeaux,44.83092449999999,-0.5963856,2780,1468,2016-07-22 20:45:55,2016-07-22 20:51:51,0 +198242,2016-07-22 20:23:53,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75380,Rue Du Grand Maurian 8,33000,Bordeaux,44.83066849999999,-0.6043449,450,1422,2016-07-22 20:41:14,2016-07-22 21:01:46,0 +198257,2016-07-22 20:25:52,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,75389,Boulevard Godard 187,33110,Bordeaux,44.8637918,-0.5812958,2790,1471,2016-07-22 20:37:14,2016-07-22 20:57:56,0 +198202,2016-07-22 20:18:21,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,75370,Rue Monadey 18,33800,Bordeaux,44.8288717,-0.571275,2530,1417,2016-07-22 20:47:02,2016-07-22 20:53:17,0 +198631,2016-07-22 21:29:40,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,75047,Rue Boudet 29,33000,Bordeaux,44.8467347,-0.5763701999999999,2650,1471,2016-07-22 21:42:21,2016-07-22 21:51:58,0 +198676,2016-07-22 21:39:06,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,75519,Rue Margaux 16,33000,Bordeaux,44.8401238,-0.5752217,2950,1426,2016-07-22 21:57:07,2016-07-22 22:06:23,0 +198436,2016-07-22 20:52:46,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,75446,Rue Repond 28,33000,Bordeaux,44.845829,-0.5914465999999999,2760,1426,2016-07-22 21:11:33,2016-07-22 21:19:27,0 +198678,2016-07-22 21:39:12,1224,Gyoza Factory,6 Rue Georges Bonnac,33000,Bordeaux,44.840355,-0.581659,74791,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,1200,1417,,,1 +198686,2016-07-22 21:40:29,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,75522,Cours Du Medoc 75,33300,Bordeaux,44.8595135,-0.567983,1280,1471,2016-07-22 21:58:23,2016-07-22 22:14:24,0 +198718,2016-07-22 21:47:35,1224,Gyoza Factory,6 Rue Georges Bonnac,33000,Bordeaux,44.840355,-0.581659,75535,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,1250,1422,,,1 +198544,2016-07-22 21:12:52,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,75483,Rue Colette 2,33800,Bordeaux,44.8249279,-0.5767403999999999,1450,1422,2016-07-22 21:23:35,2016-07-22 21:39:43,0 +198747,2016-07-22 21:54:22,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75550,Rue Des Pontets 18,33000,Bordeaux,44.8357182,-0.5658378,1250,1417,2016-07-22 22:10:07,2016-07-22 22:18:51,0 +198820,2016-07-22 22:29:19,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,75578,Rue Donissan 56,33000,Bordeaux,44.8287449,-0.5747449,1650,,,,1 +198963,2016-07-23 12:54:54,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75606,Rue Des Freres Bonie 37,33000,Bordeaux,44.8366789,-0.5806582,1520,1412,2016-07-23 13:14:27,2016-07-23 13:33:02,0 +199379,2016-07-23 19:26:30,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,75711,Avenue Felix Faure 21,33200,Bordeaux,44.8525499,-0.5959232999999999,1830,1409,2016-07-23 19:46:22,2016-07-23 19:57:25,0 +199018,2016-07-23 13:26:10,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,75615,Rue Des Caperans 19,33000,Bordeaux,44.8406437,-0.5715003,1950,1418,2016-07-23 13:38:43,2016-07-23 13:45:16,0 +199038,2016-07-23 13:35:23,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,75621,32 Rue De La Boetie 32,33000,Bordeaux,44.8391885,-0.5812602,1500,1430,2016-07-23 13:43:01,2016-07-23 13:55:16,0 +199091,2016-07-23 14:17:04,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75632,Rue Lafontaine 86,33800,Bordeaux,44.8270589,-0.5680672999999999,1270,1471,2016-07-23 14:28:50,2016-07-23 14:49:22,0 +199163,2016-07-23 16:12:12,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75653,Cours De L'Yser 130,33800,Bordeaux,44.82495369999999,-0.5695693,5880,,,,1 +199430,2016-07-23 19:40:32,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,75730,Rue Prunier 120,33300,Bordeaux,44.85971230000001,-0.5741263999999999,2840,1415,2016-07-23 20:04:46,2016-07-23 20:16:47,0 +199280,2016-07-23 18:59:59,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,75687,Rue De La Rousselle 56,33000,Bordeaux,44.8371635,-0.5677504999999999,3850,1458,2016-07-23 19:15:16,2016-07-23 19:33:24,0 +199487,2016-07-23 19:51:51,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75747,Rue De La Prevote 6,33000,Bordeaux,44.8440582,-0.5852999,1989,1416,2016-07-23 20:06:33,2016-07-23 20:24:50,0 +199308,2016-07-23 19:10:07,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75694,Rue De Saincric 22,33000,Bordeaux,44.8320497,-0.5746960999999999,1830,1468,2016-07-23 19:34:10,2016-07-23 19:41:52,0 +199576,2016-07-23 20:10:03,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75772,Avenue D'Ares 153,33200,Bordeaux,44.8370445,-0.6065231000000001,1530,1468,2016-07-23 20:23:23,2016-07-23 20:32:33,0 +199733,2016-07-23 20:44:37,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,75837,Place De La Bourse 18,33000,Bordeaux,44.8418608,-0.5705232,2390,1471,2016-07-23 21:15:40,2016-07-23 21:24:09,0 +199670,2016-07-23 20:32:01,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75811,Rue De La Boetie 25,33000,Bordeaux,44.83935049999999,-0.5809105,1910,1416,2016-07-23 20:45:19,2016-07-23 20:59:44,0 +199796,2016-07-23 20:58:37,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75860,Place Canteloup 12,33800,Bordeaux,44.8338344,-0.5656738,1650,1468,2016-07-23 21:18:56,2016-07-23 21:27:46,0 +199804,2016-07-23 21:01:08,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,75865,Rue Elie Gintrac 5,33000,Bordeaux,44.830883,-0.5716422,2610,1415,2016-07-23 21:19:11,2016-07-23 21:26:40,0 +199821,2016-07-23 21:05:09,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75872,Cours De La Somme 24,33800,Bordeaux,44.8296549,-0.5713018,1450,1416,2016-07-23 21:17:37,2016-07-23 21:27:33,0 +199827,2016-07-23 21:06:10,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75874,Rue Borie 44,33300,Bordeaux,44.8544655,-0.5697350999999999,1530,1426,2016-07-23 21:23:42,2016-07-23 21:31:13,0 +199839,2016-07-23 21:09:13,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75880,Rue Bergeret 23,33000,Bordeaux,44.8322016,-0.5685524,1330,1422,2016-07-23 21:23:04,2016-07-23 21:35:34,0 +199845,2016-07-23 21:10:42,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75882,Rue Borie 44,33300,Bordeaux,44.8544655,-0.5697350999999999,1530,1409,2016-07-23 21:26:44,2016-07-23 21:33:05,0 +199869,2016-07-23 21:15:22,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,75889,Rue Du Tondu 24,33000,Bordeaux,44.832338,-0.5815905,2510,1458,2016-07-23 21:27:44,2016-07-23 21:36:29,0 +199672,2016-07-23 20:32:12,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,75812,Rue Rene Roy De Clotte 14,33000,Bordeaux,44.8296648,-0.5755587999999999,1700,1468,2016-07-23 20:47:31,2016-07-23 20:56:44,0 +199688,2016-07-23 20:35:15,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,75819,Rue Georges Bonnac 55,33000,Bordeaux,44.840485,-0.5839241,1450,1409,2016-07-23 20:54:42,2016-07-23 21:07:39,0 +199876,2016-07-23 21:16:26,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75893,Boulevard Godard 40,33300,Bordeaux,44.859547,-0.5891523,1420,1461,2016-07-23 21:35:05,2016-07-23 21:40:43,0 +199881,2016-07-23 21:16:57,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75895,Rue Borie 44,33300,Bordeaux,44.8544655,-0.5697350999999999,1530,1472,2016-07-23 21:37:08,2016-07-23 21:45:52,0 +199904,2016-07-23 21:21:33,1224,Gyoza Factory,6 Rue Georges Bonnac,33000,Bordeaux,44.840355,-0.581659,75905,Rue De La Prevote 3,33000,Bordeaux,44.8441797,-0.5850267,1800,1416,2016-07-23 21:37:08,2016-07-23 21:40:57,0 +200224,2016-07-24 13:09:05,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,4210,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,1700,1412,2016-07-24 13:27:15,2016-07-24 13:43:32,0 +200020,2016-07-23 21:56:25,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,75951,Cite Mouneyra 6,33000,Bordeaux,44.8323473,-0.5844635,1830,1426,2016-07-23 22:15:46,2016-07-23 22:23:17,0 +200300,2016-07-24 13:46:15,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76030,Rue Villeneuve 1,33000,Bordeaux,44.8399273,-0.5800124999999999,3820,1426,2016-07-24 14:12:45,2016-07-24 14:16:59,0 +200305,2016-07-24 13:49:25,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76033,Rue Du Ha 54,33000,Bordeaux,44.8358976,-0.5779413999999999,1689,1405,2016-07-24 14:12:04,2016-07-24 14:15:54,0 +200800,2016-07-24 19:30:52,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76187,Rue Judaique 213,33000,Bordeaux,44.8408287,-0.5954455,2250,1468,2016-07-24 19:50:52,2016-07-24 19:58:16,0 +200635,2016-07-24 18:56:49,1241,My Terroir,24 Place De La Ferme De Richemont,33000,Bordeaux,44.835506,-0.575218,76141,Rue Contrescarpe 9,33000,Bordeaux,44.8310904,-0.5691697,1750,1468,2016-07-24 19:09:03,2016-07-24 19:19:13,0 +200893,2016-07-24 19:46:32,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76218,Rue Notre Dame 21,33000,Bordeaux,44.8502597,-0.5723775,1300,1415,2016-07-24 20:00:26,2016-07-24 20:09:13,0 +200747,2016-07-24 19:21:44,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,76172,Rue Du Pavillon 17,33000,Bordeaux,44.829336,-0.5778071,1280,1461,2016-07-24 19:43:23,2016-07-24 19:48:43,0 +200927,2016-07-24 19:50:29,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,76233,Rue Henri Dunant 30,33100,Bordeaux,44.8394279,-0.5551889,3000,1418,2016-07-24 20:00:36,2016-07-24 20:13:52,0 +201182,2016-07-24 20:21:04,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,76311,Cours Du Medoc 15Bis,33300,Bordeaux,44.8567725,-0.5650073,1250,1418,2016-07-24 20:36:08,2016-07-24 20:52:45,0 +201199,2016-07-24 20:23:58,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,76319,Place Andre Meunier Dit Mureine 40,33800,Bordeaux,44.828553,-0.5616951,2350,1426,2016-07-24 20:36:16,2016-07-24 20:47:37,0 +201207,2016-07-24 20:24:48,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,76323,Cours De L'Intendance 38,33000,Bordeaux,44.84161539999999,-0.5776260999999999,3750,1415,2016-07-24 20:44:26,2016-07-24 20:53:43,0 +200928,2016-07-24 19:50:32,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,76234,50 Rue Du Temps Passe 50,33000,Bordeaux,44.8512904,-0.5872427,1450,1426,2016-07-24 20:05:16,2016-07-24 20:15:12,0 +201096,2016-07-24 20:12:03,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,76287,Rue De Begles 248,33800,Bordeaux,44.8188697,-0.5660468000000001,2450,1409,2016-07-24 20:28:11,2016-07-24 20:36:53,0 +201231,2016-07-24 20:26:39,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,76334,Rue Du Ha 29,33000,Bordeaux,44.8361233,-0.5772771999999999,2700,1416,2016-07-24 20:41:50,2016-07-24 20:46:53,0 +201553,2016-07-24 21:08:47,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76442,Rue Emile Fourcand 98,33000,Bordeaux,44.8473528,-0.5872161,2050,1426,2016-07-24 21:21:09,2016-07-24 21:27:17,0 +201422,2016-07-24 20:51:44,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76396,Rue Marguerite Crauste 1,33000,Bordeaux,44.8363155,-0.5869059999999999,2250,1416,2016-07-24 21:03:56,2016-07-24 21:17:36,0 +201486,2016-07-24 20:59:54,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76421,Rue Mouneyra 93,33000,Bordeaux,44.8323712,-0.5852105,2050,1415,2016-07-24 21:12:05,2016-07-24 21:20:29,0 +201698,2016-07-24 21:36:59,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,76498,Rue De Blaye 19,33100,Bordeaux,44.8476772,-0.5444045,2750,1416,2016-07-24 21:49:58,2016-07-24 21:59:37,0 +201951,2016-07-25 12:09:25,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76563,Cours De Luze 71,33300,Bordeaux,44.8578078,-0.5798426999999999,1450,1424,2016-07-25 12:29:38,2016-07-25 12:40:12,0 +201966,2016-07-25 12:17:25,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,74426,Rue De Tauzia 42,33800,Bordeaux,44.8291733,-0.5581146,2950,1422,2016-07-25 12:35:30,2016-07-25 12:50:39,0 +201704,2016-07-24 21:37:53,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,76501,Rue Lafaurie Monbadon 17,33000,Bordeaux,44.8435447,-0.5799662,2050,1409,2016-07-24 21:50:52,2016-07-24 22:00:14,0 +202030,2016-07-25 12:46:34,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,76581,Rue Ferrere 6 Bis,33000,Bordeaux,44.8481767,-0.5714347,1510,1465,2016-07-25 13:06:20,2016-07-25 13:17:48,0 +201756,2016-07-24 21:51:18,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,76515,Rue De La Benauge 74,33100,Bordeaux,44.8406595,-0.5551796999999999,1850,1415,2016-07-24 22:04:43,2016-07-24 22:17:25,0 +202057,2016-07-25 12:58:33,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,76587,Cours Saint-Louis 38,33300,Bordeaux,44.85734619999999,-0.5703104999999999,1250,1461,2016-07-25 13:19:32,2016-07-25 13:26:35,0 +202059,2016-07-25 12:58:41,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,73830,Rue Courbin 8,33000,Bordeaux,44.8416582,-0.5729175,3600,1426,2016-07-25 13:21:13,2016-07-25 13:29:38,0 +202076,2016-07-25 13:07:46,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,10298,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,3250,1422,,,1 +202079,2016-07-25 13:10:14,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,76594,Cours Saint-Louis 38,33300,Bordeaux,44.85734619999999,-0.5703104999999999,1350,1463,,,1 +201762,2016-07-24 21:52:41,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,76517,Rue D'Arcachon 43,33000,Bordeaux,44.8267293,-0.584368,1250,1426,2016-07-24 22:01:45,2016-07-24 22:10:58,0 +202100,2016-07-25 13:21:39,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,75535,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,1250,1407,2016-07-25 13:35:12,2016-07-25 13:39:19,0 +202389,2016-07-25 19:41:19,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,76674,Cours De La Somme 24,33800,Bordeaux,44.8296549,-0.5713018,1450,1416,2016-07-25 20:00:43,2016-07-25 20:08:36,0 +202119,2016-07-25 13:37:37,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,10298,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,2850,1426,2016-07-25 13:52:38,2016-07-25 13:57:41,0 +202267,2016-07-25 19:11:05,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,76640,Rue De La Devise 35,33000,Bordeaux,44.8402324,-0.5723187,1650,1430,2016-07-25 19:25:08,2016-07-25 19:36:56,0 +202432,2016-07-25 19:49:41,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76686,Rue Lafaurie Monbadon 39,33000,Bordeaux,44.8443198,-0.5798648,2440,1458,2016-07-25 20:14:45,2016-07-25 20:20:46,0 +202453,2016-07-25 19:53:34,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76691,Rue De Begles 223,33800,Bordeaux,44.819907,-0.5659968,1350,1424,2016-07-25 20:16:46,2016-07-25 20:26:05,0 +202788,2016-07-25 20:47:48,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76786,Rue De Leybardie 27,33300,Bordeaux,44.8613599,-0.5650568,1300,1430,2016-07-25 21:02:32,2016-07-25 21:11:06,0 +202471,2016-07-25 19:57:12,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,76697,Cours De La Marne 99,33800,Bordeaux,44.82912350000001,-0.566924,1530,1461,2016-07-25 20:11:00,2016-07-25 20:17:58,0 +202829,2016-07-25 20:54:08,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76794,Rue De La Tour Du Pin 25,33000,Bordeaux,44.835629,-0.5652444999999999,1950,1416,2016-07-25 21:17:45,2016-07-25 21:26:38,0 +202836,2016-07-25 20:55:24,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,76796,Rue Louis Cabie 42,33800,Bordeaux,44.812272,-0.5716739,5770,1411,2016-07-25 21:12:11,2016-07-25 21:25:30,0 +202478,2016-07-25 19:58:10,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,76700,Rue Belle Etoile 1,33800,Bordeaux,44.8290799,-0.5590144,1390,1460,2016-07-25 20:16:29,2016-07-25 20:34:09,0 +202846,2016-07-25 20:57:10,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,76798,Rue Leberthon 46,33000,Bordeaux,44.8291378,-0.5753912,4535,1458,2016-07-25 21:21:53,2016-07-25 21:30:30,0 +202485,2016-07-25 19:59:55,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,76703,Rue Belle Etoile 1,33800,Bordeaux,44.8290799,-0.5590144,1750,1411,2016-07-25 20:21:09,2016-07-25 20:30:42,0 +202493,2016-07-25 20:01:36,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76706,Rue De Begles 223,33800,Bordeaux,44.819907,-0.5659968,1250,1419,2016-07-25 20:21:56,2016-07-25 20:31:58,0 +202504,2016-07-25 20:03:10,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76710,Rue De Begles 223,33800,Bordeaux,44.819907,-0.5659968,2230,1416,2016-07-25 20:33:55,2016-07-25 20:42:53,0 +202901,2016-07-25 21:10:39,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76813,Rue Des Trois-Conils 20,33000,Bordeaux,44.8387071,-0.5755399999999999,1550,1424,2016-07-25 21:39:56,2016-07-25 21:47:30,0 +202904,2016-07-25 21:11:03,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,10298,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,2400,1460,2016-07-25 21:23:56,2016-07-25 21:33:22,0 +202907,2016-07-25 21:11:43,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76816,Rue Puysegur 39,33800,Bordeaux,44.8211297,-0.5807266999999999,1950,1411,2016-07-25 21:46:40,2016-07-25 21:51:38,0 +202909,2016-07-25 21:12:51,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76817,Rue Du Commandant Arnould 29,33000,Bordeaux,44.8358789,-0.5774694,1450,1416,2016-07-25 21:50:40,2016-07-25 21:57:07,0 +202536,2016-07-25 20:09:10,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,76720,Rue Jules Guesde 68,33800,Bordeaux,44.8292454,-0.563711,1350,1430,2016-07-25 20:25:11,2016-07-25 20:32:57,0 +202924,2016-07-25 21:14:37,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,74519,Rue Cornac 4,33000,Bordeaux,44.8509545,-0.5721066,1350,1460,,,1 +202925,2016-07-25 21:14:46,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76822,Rue De Ruat 11,33000,Bordeaux,44.84036680000001,-0.5792899,2150,1424,2016-07-25 21:54:55,2016-07-25 22:02:05,0 +202563,2016-07-25 20:13:41,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76730,Rue Lombard 47,33300,Bordeaux,44.8586611,-0.5630948,1450,1458,2016-07-25 20:26:07,2016-07-25 20:31:50,0 +202948,2016-07-25 21:22:54,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,74268,Place Canteloup 12,33800,Bordeaux,44.8338344,-0.5656738,2450,1458,2016-07-25 21:55:13,2016-07-25 22:03:37,0 +202998,2016-07-25 21:36:14,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,76838,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,2100,1460,2016-07-25 21:57:50,2016-07-25 22:07:17,0 +202609,2016-07-25 20:19:40,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,76739,Rue Belle Etoile 1,33800,Bordeaux,44.8290799,-0.5590144,1730,1461,2016-07-25 20:43:12,2016-07-25 20:50:26,0 +203420,2016-07-26 13:51:59,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,76977,Avenue Thiers 220,33100,Bordeaux,44.8474955,-0.5486833,1839,1415,2016-07-26 14:10:32,2016-07-26 14:22:09,0 +203032,2016-07-25 21:43:52,1241,My Terroir,24 Place De La Ferme De Richemont,33000,Bordeaux,44.835506,-0.575218,76851,Cours De Verdun 4,33000,Bordeaux,44.8453849,-0.5774521,1350,1416,2016-07-25 22:03:59,2016-07-25 22:10:17,0 +203059,2016-07-25 21:53:30,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,76864,Rue Cornac 4,33000,Bordeaux,44.8509545,-0.5721066,1830,1411,2016-07-25 22:08:07,2016-07-25 22:13:50,0 +203089,2016-07-25 22:06:02,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76871,Rue Georges Bonnac 281,33000,Bordeaux,44.8373509,-0.5948427,1750,1416,2016-07-25 22:25:26,2016-07-25 22:44:35,0 +203095,2016-07-25 22:10:00,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,22771,Rue Amedee Saint-Germain 121,33800,Bordeaux,44.8183009,-0.5637869999999999,4570,1458,2016-07-25 22:29:38,2016-07-25 22:37:30,0 +203434,2016-07-26 14:11:18,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,76981,Rue Crozilhac 4,33000,Bordeaux,44.8505297,-0.5807067,1480,1468,2016-07-26 14:34:52,2016-07-26 14:39:14,0 +203180,2016-07-26 11:41:35,1243,Bagel And Goodies,"53 Cours Le Rouzic, 33100 Bordeaux",33100,Bordeaux,44.842804,-0.550576,76908,Rue De Conde 9,33000,Bordeaux,44.8435849,-0.5733138,1270,1461,2016-07-26 11:58:23,2016-07-26 12:06:57,0 +203506,2016-07-26 18:44:03,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77012,Rue Du Tondu 39,33000,Bordeaux,44.8320552,-0.5825760999999999,2250,1468,2016-07-26 19:05:50,2016-07-26 19:10:51,0 +203585,2016-07-26 19:14:49,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77043,Rue Guillaume Leblanc 131,33000,Bordeaux,44.8316538,-0.5951721,1530,1419,2016-07-26 19:28:06,2016-07-26 19:37:42,0 +203290,2016-07-26 12:27:00,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,76943,Rue Naujac 203,33000,Bordeaux,44.85024420000001,-0.5930807,2880,1415,2016-07-26 12:50:12,2016-07-26 13:01:29,0 +203303,2016-07-26 12:32:16,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,76943,Rue Naujac 203,33000,Bordeaux,44.85024420000001,-0.5930807,2390,1468,2016-07-26 12:57:50,2016-07-26 13:13:14,0 +203595,2016-07-26 19:16:39,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,77048,Rue Frere 108,33000,Bordeaux,44.8539023,-0.5798308999999999,3040,1426,2016-07-26 19:33:38,2016-07-26 19:44:58,0 +203329,2016-07-26 12:44:29,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,76953,Rue Bouthier 151,33100,Bordeaux,44.8513888,-0.5558318999999999,4550,1418,2016-07-26 13:03:32,2016-07-26 13:20:14,0 +203334,2016-07-26 12:46:11,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,76955,Rue De La Prevote 3,33000,Bordeaux,44.8441797,-0.5850267,1450,1458,2016-07-26 13:12:55,2016-07-26 13:21:16,0 +203602,2016-07-26 19:19:26,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,77048,Rue Frere 108,33000,Bordeaux,44.8539023,-0.5798308999999999,2910,1426,2016-07-26 19:38:45,2016-07-26 19:44:21,0 +203668,2016-07-26 19:32:30,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,77077,Cours De La Somme 156,33800,Bordeaux,44.8246015,-0.5725093,3100,1458,2016-07-26 19:48:50,2016-07-26 19:55:56,0 +203696,2016-07-26 19:36:01,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77088,Rue Gensan 19,33000,Bordeaux,44.835461,-0.5668841,1450,1420,2016-07-26 19:50:43,2016-07-26 20:01:54,0 +203793,2016-07-26 19:54:41,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77120,Rue Des Augustins 12,33000,Bordeaux,44.8323478,-0.57126,2550,1458,2016-07-26 20:24:58,2016-07-26 20:29:17,0 +203822,2016-07-26 19:58:42,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,77130,Quai Richelieu 17,33000,Bordeaux,44.8391694,-0.5684714,3850,1419,2016-07-26 20:15:19,2016-07-26 20:22:13,0 +203699,2016-07-26 19:36:20,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,77090,Rue Ducau 61,33000,Bordeaux,44.8534777,-0.5759679999999999,2290,1471,2016-07-26 20:12:56,2016-07-26 20:18:44,0 +203825,2016-07-26 19:58:55,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77133,Cours Xavier Arnozan 41,33000,Bordeaux,44.8492097,-0.5735707,2600,1817,2016-07-26 20:13:53,2016-07-26 20:20:12,0 +203710,2016-07-26 19:38:32,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,77092,Rue Vieillard 9,33300,Bordeaux,44.8607278,-0.5617738999999999,1820,1411,2016-07-26 19:58:37,2016-07-26 20:14:51,0 +203726,2016-07-26 19:41:24,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,77096,Rue Du Puits Descazeaux 6,33000,Bordeaux,44.8367617,-0.5681312,1300,1415,2016-07-26 19:55:26,2016-07-26 20:03:00,0 +203871,2016-07-26 20:06:36,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77151,Rue Perey 42,33000,Bordeaux,44.82424959999999,-0.5851284,3140,1415,2016-07-26 20:24:30,2016-07-26 20:36:38,0 +203744,2016-07-26 19:45:44,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,75290,Rue Du Docteur Charles Nancel Penard 21,33000,Bordeaux,44.8397886,-0.5814379,2250,1426,2016-07-26 20:05:41,2016-07-26 20:14:04,0 +203756,2016-07-26 19:48:35,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,77105,Allee Serr 59,33100,Bordeaux,44.8430048,-0.5582541,1580,1468,2016-07-26 20:14:48,2016-07-26 20:23:07,0 +203914,2016-07-26 20:13:33,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,77174,Quai Des Chartrons 96,33300,Bordeaux,44.8552969,-0.5663155999999999,3550,1418,2016-07-26 20:25:36,2016-07-26 20:36:34,0 +203917,2016-07-26 20:14:01,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,77176,Rue Monadey 3,33800,Bordeaux,44.8284338,-0.5720206,1500,1420,2016-07-26 20:28:13,2016-07-26 20:34:21,0 +204186,2016-07-26 20:47:55,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,75905,Rue De La Prevote 3,33000,Bordeaux,44.8441797,-0.5850267,2450,1420,2016-07-26 20:55:25,2016-07-26 21:05:09,0 +203950,2016-07-26 20:18:27,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,77188,Rue Robert Lateulade 5,33000,Bordeaux,44.8391431,-0.5865663999999999,2190,1426,2016-07-26 20:47:15,2016-07-26 21:07:09,0 +203984,2016-07-26 20:21:36,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77195,Rue Pomme D'Or 42,33300,Bordeaux,44.8538481,-0.5700326000000001,1250,1471,2016-07-26 20:40:16,2016-07-26 20:48:00,0 +204194,2016-07-26 20:48:59,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77281,Rue Du Lavoir 10,33000,Bordeaux,44.8520066,-0.5835382,2250,1471,2016-07-26 21:07:07,2016-07-26 21:11:01,0 +204210,2016-07-26 20:51:44,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77289,Rue Ausone 29,33000,Bordeaux,44.8375476,-0.5679664,1750,1817,2016-07-26 21:13:44,2016-07-26 21:34:18,0 +204064,2016-07-26 20:32:38,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77228,Rue Henri Guillemin 10,33300,Bordeaux,44.8635365,-0.5770312,1530,1409,2016-07-26 21:03:54,2016-07-26 21:13:39,0 +204215,2016-07-26 20:52:25,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,77291,Rue De Vincennes 36,33000,Bordeaux,44.8393325,-0.5961301,1850,1461,2016-07-26 21:14:08,2016-07-26 21:21:21,0 +204091,2016-07-26 20:36:47,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77239,Rue Dupaty 70,33300,Bordeaux,44.859334,-0.5619312,2450,1468,2016-07-26 20:53:51,2016-07-26 21:02:49,0 +204094,2016-07-26 20:37:13,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77241,Rue Blanqui 57,33300,Bordeaux,44.8686512,-0.5512760999999999,2500,1411,2016-07-26 20:50:56,2016-07-26 21:08:01,0 +204109,2016-07-26 20:39:11,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,75687,Rue De La Rousselle 56,33000,Bordeaux,44.8371635,-0.5677504999999999,2250,1418,2016-07-26 20:50:55,2016-07-26 21:02:19,0 +204220,2016-07-26 20:53:48,1247,Noonies,16 Avenue Tiers,33100,Bordeaux,44.841251,-0.558816,77293,Rue Mauriac 4,33000,Bordeaux,44.8356333,-0.5673574,1450,1419,2016-07-26 21:13:07,2016-07-26 21:19:02,0 +204229,2016-07-26 20:54:38,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,77297,Passage Moreau 3,33800,Bordeaux,44.8300096,-0.5708578000000001,1550,1472,2016-07-26 21:03:31,2016-07-26 21:16:50,0 +204120,2016-07-26 20:40:05,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,77250,Rue Abbe De L'Epee 85,33000,Bordeaux,44.84239119999999,-0.583046,2350,1458,2016-07-26 20:57:16,2016-07-26 21:04:41,0 +204232,2016-07-26 20:54:45,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77299,Rue Montmejean 54,33100,Bordeaux,44.8413488,-0.5554852,3590,1418,2016-07-26 21:16:48,2016-07-26 21:24:32,0 +204295,2016-07-26 21:03:40,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,77324,Rue Du Palais Gallien 161,33000,Bordeaux,44.8470899,-0.5817365,1250,1420,2016-07-26 21:13:43,2016-07-26 21:17:05,0 +204515,2016-07-26 21:34:32,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,77402,Rue Du Peugue 22,33000,Bordeaux,44.8328613,-0.5871291,1530,1411,2016-07-26 21:54:50,2016-07-26 22:09:15,0 +204539,2016-07-26 21:39:07,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,77409,Rue Lafayette 8,33000,Bordeaux,44.8436175,-0.5709337,2800,1458,2016-07-26 21:52:59,2016-07-26 21:57:58,0 +204306,2016-07-26 21:05:24,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77327,Rue Henri Guillemin 10,33300,Bordeaux,44.8635365,-0.5770312,1300,1468,2016-07-26 21:14:31,2016-07-26 21:20:34,0 +204561,2016-07-26 21:44:48,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77365,Passage Hermitte 1,33000,Bordeaux,44.8324285,-0.5953436999999999,1550,1471,2016-07-26 21:59:26,2016-07-26 22:11:23,0 +204568,2016-07-26 21:46:35,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77422,Rue Dupaty 132,33300,Bordeaux,44.8613118,-0.5584047,5850,1461,2016-07-26 22:03:05,2016-07-26 22:07:45,0 +204357,2016-07-26 21:11:38,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77343,Rue Bergeret 20,33000,Bordeaux,44.8326405,-0.5689734,1889,1426,2016-07-26 21:25:24,2016-07-26 21:30:44,0 +204584,2016-07-26 21:50:49,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,77386,Cours Edouard Vaillant 103,33300,Bordeaux,44.86274299999999,-0.5599192,4650,1415,2016-07-26 21:59:40,2016-07-26 22:15:56,0 +204605,2016-07-26 21:59:19,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77438,Rue Bragard 4,33000,Bordeaux,44.8328572,-0.5701372,1850,1458,2016-07-26 22:15:43,2016-07-26 22:21:17,0 +204366,2016-07-26 21:12:47,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77344,Rue Notre Dame 91,33000,Bordeaux,44.8525666,-0.5707285000000001,1400,1420,2016-07-26 21:28:10,2016-07-26 21:34:44,0 +204649,2016-07-26 22:17:38,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,76864,Place Jean Moulin 4,33000,Bordeaux,44.8383642,-0.5780067,1400,1411,2016-07-26 22:30:50,2016-07-26 22:39:03,0 +204391,2016-07-26 21:16:00,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,77355,Rue Manon Cormier 40 Bis,33000,Bordeaux,44.8317588,-0.5894056999999999,2050,1409,2016-07-26 21:30:00,2016-07-26 21:40:06,0 +204421,2016-07-26 21:20:25,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77365,Passage Hermitte 1,33000,Bordeaux,44.8324285,-0.5953436999999999,1750,1411,,,1 +204793,2016-07-27 12:03:43,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,77502,Rue Du Palais Gallien 102,33000,Bordeaux,44.8450558,-0.5813096,1500,1418,2016-07-27 12:18:46,2016-07-27 12:30:06,0 +204443,2016-07-26 21:21:27,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,77372,Rue Naujac 114,33000,Bordeaux,44.8485952,-0.5890605,1730,1415,2016-07-26 21:44:38,2016-07-26 21:50:49,0 +204827,2016-07-27 12:14:15,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,77048,Rue Frere 108,33000,Bordeaux,44.8539023,-0.5798308999999999,4640,1417,2016-07-27 12:33:54,2016-07-27 12:43:41,0 +204445,2016-07-26 21:21:41,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,77374,Rue Naujac 119,33000,Bordeaux,44.8490118,-0.5890955,350,1417,2016-07-26 21:42:52,2016-07-26 21:51:34,0 +204450,2016-07-26 21:22:11,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,77376,Rue Naujac 114,33000,Bordeaux,44.8485952,-0.5890605,1280,1415,2016-07-26 21:43:06,2016-07-26 21:50:47,0 +204470,2016-07-26 21:26:07,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77386,Cours Edouard Vaillant 103,33300,Bordeaux,44.86274299999999,-0.5599192,4900,1468,,,1 +204856,2016-07-27 12:22:58,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,77526,Quai Richelieu 55,33000,Bordeaux,44.8371276,-0.5666549,1250,1461,2016-07-27 12:41:40,2016-07-27 12:45:26,0 +205251,2016-07-27 19:19:42,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,77668,Rue Du Pas-Saint-Georges 30,33000,Bordeaux,44.8394088,-0.571848,1789,1471,2016-07-27 19:48:26,2016-07-27 19:58:08,0 +204907,2016-07-27 12:37:24,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,77542,Rue Beyssac 23,33800,Bordeaux,44.8327494,-0.5635261,1480,1424,2016-07-27 12:59:50,2016-07-27 13:07:24,0 +204919,2016-07-27 12:40:49,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,66716,Rue Des Freres Bonie 37,33000,Bordeaux,44.8366789,-0.5806582,1450,1430,2016-07-27 12:49:19,2016-07-27 12:56:34,0 +205252,2016-07-27 19:19:48,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,77669,Rue Saint-James 57,33000,Bordeaux,44.8352389,-0.5717896,1300,1458,2016-07-27 19:42:37,2016-07-27 19:46:56,0 +204931,2016-07-27 12:44:41,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,77553,Rue Ramonet 24,33000,Bordeaux,44.8524202,-0.5699839999999999,1950,1418,2016-07-27 12:58:20,2016-07-27 13:11:29,0 +204938,2016-07-27 12:46:58,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,77555,Rue Dubourdieu 58,33800,Bordeaux,44.8216242,-0.5789402,1450,1471,2016-07-27 13:07:04,2016-07-27 13:16:43,0 +205276,2016-07-27 19:24:37,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,77676,Allee Serr 63,33100,Bordeaux,44.8430759,-0.5582185,2490,1410,2016-07-27 19:47:51,2016-07-27 19:57:52,0 +204940,2016-07-27 12:49:08,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,77556,Rue Borie 57,33300,Bordeaux,44.8550543,-0.5704612,2100,1417,2016-07-27 13:05:03,2016-07-27 13:08:36,0 +204950,2016-07-27 12:54:25,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,77559,Cours De La Somme 28,33800,Bordeaux,44.8294953,-0.5717909,2430,1458,2016-07-27 13:14:45,2016-07-27 13:22:38,0 +204954,2016-07-27 12:55:52,1243,Bagel And Goodies,"53 Cours Le Rouzic, 33100 Bordeaux",33100,Bordeaux,44.842804,-0.550576,77560,Quai De Brazza 87,33100,Bordeaux,44.8576232,-0.5465464,1450,1465,2016-07-27 13:13:21,2016-07-27 13:23:59,0 +204967,2016-07-27 12:59:22,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,4210,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,1450,1463,2016-07-27 13:12:34,2016-07-27 13:26:04,0 +205303,2016-07-27 19:30:58,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77686,Cours De Quebec 23,33000,Bordeaux,44.8776932,-0.5713868,3800,1419,2016-07-27 19:58:32,2016-07-27 20:12:50,0 +205003,2016-07-27 13:22:54,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,73919,Rue Amedee Saint-Germain 121B,33800,Bordeaux,44.8182663,-0.5638276999999999,1750,1471,2016-07-27 13:36:16,2016-07-27 13:43:04,0 +205018,2016-07-27 13:32:20,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77580,Rue Du Pere Louis Jabrun 4,33000,Bordeaux,44.8397561,-0.5765158,1250,1426,2016-07-27 13:52:49,2016-07-27 14:01:50,0 +205306,2016-07-27 19:31:29,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,77687,Cours De L'Yser 183,33800,Bordeaux,44.8228196,-0.5713121,1450,1415,2016-07-27 19:49:09,2016-07-27 19:56:25,0 +205039,2016-07-27 13:45:17,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,9304,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,2050,1417,2016-07-27 13:59:37,2016-07-27 14:05:56,0 +205315,2016-07-27 19:32:53,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77690,Boulevard Marechal Leclerc 88,33000,Bordeaux,44.82980209999999,-0.5958214,1450,1417,2016-07-27 19:54:05,2016-07-27 20:08:24,0 +205050,2016-07-27 13:53:00,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,77591,Rue Henri Iv 59,33000,Bordeaux,44.8319225,-0.5756333,1500,1418,2016-07-27 14:02:40,2016-07-27 14:08:35,0 +205053,2016-07-27 13:56:47,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,77592,Cours De La Somme 218,33800,Bordeaux,44.8223315,-0.5723672,1689,1461,2016-07-27 14:15:46,2016-07-27 14:21:24,0 +205064,2016-07-27 14:04:15,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,77597,Cours De L'Yser 73,33800,Bordeaux,44.8271783,-0.5694722,1550,1458,2016-07-27 14:20:18,2016-07-27 14:29:45,0 +205365,2016-07-27 19:40:36,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,77714,Rue Chantre 13,33000,Bordeaux,44.83034929999999,-0.5691102,1250,1461,2016-07-27 19:55:44,2016-07-27 20:00:46,0 +205090,2016-07-27 14:25:34,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,77602,Rue Moulinie 30,33000,Bordeaux,44.8325768,-0.5741698,1250,1417,2016-07-27 14:42:19,2016-07-27 14:51:28,0 +205390,2016-07-27 19:43:11,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77722,Rue De Madrid 9,33000,Bordeaux,44.8317275,-0.5957901,1500,1468,2016-07-27 20:05:41,2016-07-27 20:14:51,0 +205394,2016-07-27 19:43:45,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,77725,Rue Giner De Los Rios 5,33800,Bordeaux,44.8279822,-0.5719232,2310,1474,2016-07-27 20:06:15,2016-07-27 20:18:37,0 +205417,2016-07-27 19:47:45,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,77734,Rue Villedieu 40,33000,Bordeaux,44.8309041,-0.5759581,3450,1472,2016-07-27 20:01:10,2016-07-27 20:10:00,0 +205218,2016-07-27 19:08:58,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,77658,Rue Carnot 67,33400,Bordeaux,44.8210682,-0.586424,3250,1409,2016-07-27 19:30:32,2016-07-27 19:47:31,0 +205224,2016-07-27 19:10:54,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,77660,Rue Carnot 2,33400,Bordeaux,44.8230567,-0.5860741,1850,1420,2016-07-27 19:38:59,2016-07-27 19:47:49,0 +205226,2016-07-27 19:11:29,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,77662,Cours D'Alsace-Et-Lorraine 82,33000,Bordeaux,44.8375334,-0.572369,1330,1422,2016-07-27 19:27:07,2016-07-27 19:33:12,0 +205435,2016-07-27 19:50:38,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,77743,Rue Leo Saignat 50,33000,Bordeaux,44.8270126,-0.5952024,2340,1458,2016-07-27 20:13:53,2016-07-27 20:24:13,0 +205496,2016-07-27 19:57:45,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,77765,Rue Frere 82,33000,Bordeaux,44.8533852,-0.5781620000000001,2550,1412,2016-07-27 20:18:00,2016-07-27 20:41:12,0 +205628,2016-07-27 20:13:35,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77815,Rue Du Jardin Public 57,33000,Bordeaux,44.8525707,-0.5755049,2900,1966,2016-07-27 20:31:08,2016-07-27 20:40:04,0 +205630,2016-07-27 20:13:42,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,77816,Rue Calve 39,33000,Bordeaux,44.850965,-0.5904863,2030,1461,2016-07-27 20:46:23,2016-07-27 20:58:29,0 +205646,2016-07-27 20:16:08,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77820,Rue Bergeret 3,33000,Bordeaux,44.8329254,-0.5695346,2750,1409,2016-07-27 20:34:44,2016-07-27 20:48:15,0 +205504,2016-07-27 19:58:54,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,77770,Rue Roger Allo 41,33000,Bordeaux,44.8458473,-0.5885961,1645,1917,2016-07-27 20:16:31,2016-07-27 20:25:40,0 +205514,2016-07-27 20:00:33,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,77777,Rue Robert Lateulade 6,33000,Bordeaux,44.8385397,-0.5861143999999999,3250,1409,2016-07-27 20:13:53,2016-07-27 20:21:00,0 +205520,2016-07-27 20:01:42,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,77780,Cours De Verdun 32,33000,Bordeaux,44.8466972,-0.5766392,1600,1817,,,1 +205546,2016-07-27 20:04:06,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,77788,Rue Pierre 36,33000,Bordeaux,44.8393653,-0.5932457,3629,1415,2016-07-27 20:32:07,2016-07-27 20:39:51,0 +205741,2016-07-27 20:24:41,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77862,Rue Perey 42,33000,Bordeaux,44.82424959999999,-0.5851284,1550,1468,2016-07-27 20:45:09,2016-07-27 20:54:40,0 +205753,2016-07-27 20:25:49,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77868,Rue Frere 47,33000,Bordeaux,44.8530775,-0.5762526,2010,1430,2016-07-27 20:45:18,2016-07-27 21:05:19,0 +205754,2016-07-27 20:25:55,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,77869,Rue De Begles 81,33800,Bordeaux,44.8258091,-0.5677734,1450,1474,2016-07-27 20:37:08,2016-07-27 20:51:17,0 +205758,2016-07-27 20:26:15,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,77871,Rue Du Jardin Public 178,33300,Bordeaux,44.8578723,-0.5720590999999999,5350,1471,2016-07-27 20:43:46,2016-07-27 20:55:26,0 +205760,2016-07-27 20:26:47,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,77872,Rue Naujac 40,33000,Bordeaux,44.84788390000001,-0.5857363999999999,1850,1420,2016-07-27 20:40:33,2016-07-27 20:48:11,0 +205767,2016-07-27 20:27:49,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,77874,Rue Ducau 70,33000,Bordeaux,44.8532956,-0.5758964999999999,1650,1917,2016-07-27 20:46:55,2016-07-27 20:52:47,0 +205568,2016-07-27 20:07:05,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,77798,Rue Des Ayres 73,33000,Bordeaux,44.8367191,-0.5750383,2650,1411,2016-07-27 20:24:38,2016-07-27 20:33:49,0 +205571,2016-07-27 20:07:17,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77800,Rue Lamourous 12,33000,Bordeaux,44.8295359,-0.5805296,1270,1470,2016-07-27 20:24:43,2016-07-27 20:42:07,0 +205815,2016-07-27 20:32:50,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,77897,Rue Judaique 243,33000,Bordeaux,44.8404965,-0.5974155999999999,1650,1411,2016-07-27 21:30:39,2016-07-27 21:41:48,0 +205978,2016-07-27 20:54:22,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77971,Rue Du Marechal Joffre 52,33000,Bordeaux,44.834927,-0.5781915,1850,1422,2016-07-27 21:05:06,2016-07-27 21:13:03,0 +205827,2016-07-27 20:34:01,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77905,Rue Malbec 57,33800,Bordeaux,44.82623419999999,-0.5624823999999999,3160,1411,2016-07-27 20:59:55,2016-07-27 21:13:09,0 +205829,2016-07-27 20:34:23,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,77907,Rue De Begles 81,33800,Bordeaux,44.8258091,-0.5677734,1850,1409,2016-07-27 20:52:54,2016-07-27 20:58:15,0 +205836,2016-07-27 20:34:53,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77910,Rue Armand Dulamon 11,33300,Bordeaux,44.8635804,-0.5607253,1450,1966,2016-07-27 20:48:47,2016-07-27 20:57:02,0 +205841,2016-07-27 20:35:41,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,77912,Rue Mathieu 53,33000,Bordeaux,44.8309188,-0.5931757999999999,2490,1419,2016-07-27 20:51:52,2016-07-27 20:57:54,0 +205874,2016-07-27 20:40:30,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77928,Rue De La Boetie 16,33000,Bordeaux,44.839216,-0.5806095,1450,1472,2016-07-27 21:01:40,2016-07-27 21:07:46,0 +205891,2016-07-27 20:42:30,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,77780,Cours De Verdun 32,33000,Bordeaux,44.8466972,-0.5766392,1450,1474,2016-07-27 21:04:31,2016-07-27 21:17:44,0 +205980,2016-07-27 20:54:32,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77972,Rue Du Docteur Albert Barraud 136,33000,Bordeaux,44.8482827,-0.5829337,1260,1460,2016-07-27 21:10:00,2016-07-27 21:20:48,0 +205911,2016-07-27 20:45:51,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77946,Rue Grangeneuve 6,33000,Bordeaux,44.8519285,-0.5791967,2650,1458,2016-07-27 21:01:38,2016-07-27 21:08:36,0 +205984,2016-07-27 20:55:27,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77973,Rue Du Professeur Demons 12,33000,Bordeaux,44.8466116,-0.5789202999999999,5150,1917,2016-07-27 21:30:21,2016-07-27 21:38:17,0 +205923,2016-07-27 20:47:23,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,77951,Rue De Catros 40,33000,Bordeaux,44.8544157,-0.5824753,3000,1415,2016-07-27 21:05:46,2016-07-27 21:17:19,0 +206020,2016-07-27 21:01:41,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,77984,Rue Rodrigues-Pereire 31,33000,Bordeaux,44.84428870000001,-0.5848409999999999,2500,1966,2016-07-27 21:21:55,2016-07-27 21:36:18,0 +205954,2016-07-27 20:51:28,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77959,Rue Du Haillan 2,33000,Bordeaux,44.8466941,-0.5918818,2900,1471,2016-07-27 21:30:20,2016-07-27 21:38:09,0 +205959,2016-07-27 20:52:05,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,77962,Rue Edmond Michelet 18,33000,Bordeaux,44.8400284,-0.5814081,1350,1417,2016-07-27 21:03:40,2016-07-27 21:12:04,0 +205960,2016-07-27 20:52:24,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,77963,Cours De La Somme 134,33800,Bordeaux,44.8257984,-0.5724935,3550,1412,2016-07-27 21:06:16,2016-07-27 21:21:02,0 +206057,2016-07-27 21:05:46,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,77994,Rue De La Liberte 131,33200,Bordeaux,44.8374348,-0.6019112,1830,1817,2016-07-27 21:20:10,2016-07-27 21:34:28,0 +206352,2016-07-27 22:00:12,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,78114,Rue Des Menuts 21,33000,Bordeaux,44.8343454,-0.5679803,1789,1460,2016-07-27 22:23:23,2016-07-27 22:34:52,0 +206067,2016-07-27 21:07:01,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78000,Rue Cheverus 8,33000,Bordeaux,44.8394967,-0.575815,1310,1420,2016-07-27 21:30:30,2016-07-27 21:34:45,0 +206073,2016-07-27 21:07:39,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77772,Rue Josephine 87,33300,Bordeaux,44.86097789999999,-0.5609343999999999,1300,1415,2016-07-27 21:23:35,2016-07-27 21:29:04,0 +206092,2016-07-27 21:09:40,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,78008,Rue Barreyre 61,33300,Bordeaux,44.85535600000001,-0.5690356,1650,1426,2016-07-27 21:19:57,2016-07-27 21:30:36,0 +206406,2016-07-27 22:27:39,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,78129,Rue De Conde 3,33000,Bordeaux,44.8433328,-0.5732737,1450,1460,2016-07-27 22:51:25,2016-07-27 23:00:09,0 +206407,2016-07-27 22:28:33,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,78130,Rue Sainte-Catherine 154,33000,Bordeaux,44.8361307,-0.5734376999999999,2050,1412,2016-07-27 22:50:08,2016-07-27 22:58:54,0 +206130,2016-07-27 21:15:29,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,77281,Rue Du Lavoir 20,33000,Bordeaux,44.8523132,-0.5831382,3800,1468,2016-07-27 21:34:03,2016-07-27 21:43:40,0 +206478,2016-07-28 11:36:16,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,78162,Rue De Conde 9,33000,Bordeaux,44.8435849,-0.5733138,1730,1917,2016-07-28 11:51:10,2016-07-28 11:59:15,0 +206479,2016-07-28 11:36:38,1243,Bagel And Goodies,"53 Cours Le Rouzic, 33100 Bordeaux",33100,Bordeaux,44.842804,-0.550576,77910,Rue Armand Dulamon 11,33300,Bordeaux,44.8635804,-0.5607253,1920,1416,,,1 +206509,2016-07-28 11:49:11,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,78170,Cours Du Marechal Foch 21,33000,Bordeaux,44.8471158,-0.5755477,2030,1417,2016-07-28 12:05:06,2016-07-28 12:13:35,0 +206515,2016-07-28 11:52:29,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,78173,Place Des Basques 19,33000,Bordeaux,44.8387129,-0.5703524999999999,2670,1416,2016-07-28 12:30:00,2016-07-28 12:41:37,0 +206136,2016-07-27 21:16:51,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78022,Cours Pasteur 12,33000,Bordeaux,44.8361566,-0.5752764,1320,1410,2016-07-27 21:34:23,2016-07-27 21:38:59,0 +206151,2016-07-27 21:18:54,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,78028,Rue De La Maison Daurade 5,33000,Bordeaux,44.8418629,-0.5740972,1510,1474,2016-07-27 21:25:45,2016-07-27 21:48:39,0 +206565,2016-07-28 12:11:21,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78192,Rue Leyteire 73,33000,Bordeaux,44.8326012,-0.5697637,4050,1412,2016-07-28 12:26:42,2016-07-28 12:48:41,0 +206569,2016-07-28 12:12:06,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78195,Rue Edouard Larroque 36,33000,Bordeaux,44.8315573,-0.6022223,1850,1426,2016-07-28 12:24:16,2016-07-28 12:34:23,0 +206580,2016-07-28 12:14:57,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,77048,Rue Frere 108,33000,Bordeaux,44.8539023,-0.5798308999999999,2940,1817,,,1 +206186,2016-07-27 21:24:29,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,78042,Rue Poquelin Moliere 37,33000,Bordeaux,44.8398871,-0.5787188999999999,1450,1412,2016-07-27 21:39:37,2016-07-27 21:51:58,0 +206614,2016-07-28 12:26:12,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78211,Rue Garat 11,33000,Bordeaux,44.8304779,-0.5695108,3100,1430,2016-07-28 12:40:25,2016-07-28 12:49:25,0 +206210,2016-07-27 21:31:37,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,78052,Rue Sainte-Catherine 234,33000,Bordeaux,44.8332529,-0.572593,1850,1458,2016-07-27 21:44:55,2016-07-27 21:49:55,0 +206647,2016-07-28 12:34:06,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78219,Rue Corcelle 7,33000,Bordeaux,44.8383454,-0.5712411,1250,1461,2016-07-28 12:57:08,2016-07-28 13:20:06,0 +206219,2016-07-27 21:32:33,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,78057,Rue De Cestas 18,33000,Bordeaux,44.8350231,-0.59985,4490,1461,2016-07-27 22:04:59,2016-07-27 22:12:42,0 +206222,2016-07-27 21:33:04,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,78059,Rue Des Freres Bonie 23,33000,Bordeaux,44.836885,-0.5800599,1500,1817,2016-07-27 21:44:05,2016-07-27 21:53:02,0 +206691,2016-07-28 12:50:35,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,73919,Rue Amedee Saint-Germain 121B,33800,Bordeaux,44.8182663,-0.5638276999999999,1650,1430,2016-07-28 12:58:16,2016-07-28 13:05:57,0 +206692,2016-07-28 12:51:45,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,10298,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,2470,1461,2016-07-28 13:15:25,2016-07-28 13:20:13,0 +206228,2016-07-27 21:34:10,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,78060,Rue De Begles 375,33800,Bordeaux,44.8139493,-0.5649765,2000,1419,2016-07-27 21:46:17,2016-07-27 22:00:51,0 +206698,2016-07-28 12:52:59,1256,Pitaya Stalingrad,36 Place De Stalingrad,33100,Bordeaux,44.840912,-0.559553,78233,Quai Des Queyries 87,33100,Bordeaux,44.8490447,-0.5606165,1500,1917,2016-07-28 13:10:54,2016-07-28 13:20:24,0 +206704,2016-07-28 12:55:07,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78236,Rue Du Commandant Arnould 12,33000,Bordeaux,44.8368145,-0.5774722,1670,1817,2016-07-28 13:14:46,2016-07-28 13:18:15,0 +206245,2016-07-27 21:36:32,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,78069,Rue Mondenard 52,33000,Bordeaux,44.8460264,-0.5884206,1695,1470,2016-07-27 21:52:17,2016-07-27 22:03:19,0 +206726,2016-07-28 13:03:55,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,76838,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,1600,1416,2016-07-28 13:22:47,2016-07-28 13:30:38,0 +206265,2016-07-27 21:39:41,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,78077,Rue Jardel 36,33100,Bordeaux,44.8418309,-0.5601655000000001,2039,1426,2016-07-27 21:58:41,2016-07-27 22:05:56,0 +206741,2016-07-28 13:09:18,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78249,Rue Batailley 8,33000,Bordeaux,44.8386542,-0.5920658999999999,1430,1471,2016-07-28 13:24:37,2016-07-28 13:32:39,0 +206267,2016-07-27 21:39:54,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,78078,Rue Albert De Mun 8,33000,Bordeaux,44.8481127,-0.5811906000000001,2250,1917,2016-07-27 21:51:45,2016-07-27 22:00:37,0 +206751,2016-07-28 13:14:36,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78252,Rue Ulysse Gayon 26,33000,Bordeaux,44.8518779,-0.5914444999999999,2490,1430,2016-07-28 13:31:04,2016-07-28 13:43:57,0 +206271,2016-07-27 21:40:58,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78079,Rue Reniere 29,33000,Bordeaux,44.8360806,-0.56895,3150,1410,2016-07-27 22:00:02,2016-07-27 22:05:53,0 +206761,2016-07-28 13:17:33,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78255,Cours D'Alsace-Et-Lorraine 31,33000,Bordeaux,44.8380653,-0.5700327,2250,1417,2016-07-28 13:39:32,2016-07-28 13:43:09,0 +206770,2016-07-28 13:20:37,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,75039,Rue Lafontaine 9,33800,Bordeaux,44.8268699,-0.5718456,1450,1461,2016-07-28 13:34:49,2016-07-28 13:41:59,0 +206291,2016-07-27 21:44:23,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78086,Cours De La Somme 261,33800,Bordeaux,44.8202033,-0.5725819,3820,1415,,,1 +206784,2016-07-28 13:25:57,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,78263,Rue Mauriac 4,33000,Bordeaux,44.8356333,-0.5673574,1430,1463,2016-07-28 13:41:22,2016-07-28 13:59:39,0 +206786,2016-07-28 13:26:58,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78265,Rue Du Docteur Charles Nancel Penard 29,33000,Bordeaux,44.8393967,-0.5816392,1550,1462,2016-07-28 13:38:47,2016-07-28 13:42:05,0 +206789,2016-07-28 13:29:15,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78268,Place Jean Moulin 4,33000,Bordeaux,44.8383642,-0.5780067,1900,1426,2016-07-28 13:47:03,2016-07-28 13:47:09,0 +206794,2016-07-28 13:31:57,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,78270,Rue Notre Dame 13,33000,Bordeaux,44.8500435,-0.5727966,1650,1917,2016-07-28 13:42:12,2016-07-28 14:00:31,0 +206311,2016-07-27 21:48:49,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78096,Cours Victor Hugo 92,33000,Bordeaux,44.8344979,-0.5703237999999999,1550,1474,2016-07-27 21:57:18,2016-07-27 22:08:40,0 +206807,2016-07-28 13:37:40,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,78277,Rue Bergeret 34,33000,Bordeaux,44.8321154,-0.568346,1280,1416,2016-07-28 13:57:07,2016-07-28 14:08:10,0 +206831,2016-07-28 13:51:21,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,78285,Rue De Conde 9,33000,Bordeaux,44.8435849,-0.5733138,1550,1409,2016-07-28 14:09:10,2016-07-28 14:17:21,0 +206834,2016-07-28 13:54:28,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78287,Cours De Luze 71,33300,Bordeaux,44.8578078,-0.5798426999999999,1420,1817,2016-07-28 14:08:33,2016-07-28 14:29:30,0 +206850,2016-07-28 14:11:52,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,78290,Rue De Ruat 22,33000,Bordeaux,44.83991959999999,-0.5789662000000001,1500,1405,2016-07-28 14:20:27,2016-07-28 14:27:31,0 +206316,2016-07-27 21:50:46,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,51633,Rue Albert Pitres 38,33000,Bordeaux,44.8522358,-0.5763587,6050,1966,2016-07-27 22:12:48,2016-07-27 22:23:30,0 +206334,2016-07-27 21:56:07,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,78107,Rue Lafiteau 2,33800,Bordeaux,44.8247548,-0.5543089999999999,1950,1458,2016-07-27 22:08:52,2016-07-27 22:18:57,0 +206862,2016-07-28 14:27:13,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,78295,Rue Georges Bonnac 281,33000,Bordeaux,44.8373509,-0.5948427,2430,,,,1 +206863,2016-07-28 14:27:49,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,78296,Rue Dumaine 9,33000,Bordeaux,44.8512636,-0.5843792,1600,,,,1 +206336,2016-07-27 21:56:38,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,78109,Avenue Vercingetorix 39,33000,Bordeaux,44.8289688,-0.6008475999999999,1550,1426,2016-07-27 22:13:10,2016-07-27 22:24:45,0 +206341,2016-07-27 21:57:56,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,78110,Route De Toulouse 141,33400,Bordeaux,44.8098132,-0.5744535,2250,1412,2016-07-27 22:15:43,2016-07-27 22:36:05,0 +207120,2016-07-28 19:32:38,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,78400,Rue Julie 12,33800,Bordeaux,44.8278151,-0.5716082,2500,1418,2016-07-28 19:40:55,2016-07-28 19:45:36,0 +206961,2016-07-28 18:58:30,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78332,Rue Berruer 140,33000,Bordeaux,44.8325533,-0.6053062,1450,1407,2016-07-28 19:12:34,2016-07-28 19:29:08,0 +206968,2016-07-28 18:59:35,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78337,Cours De L'Argonne 133,33000,Bordeaux,44.8267816,-0.5766757,2550,1422,2016-07-28 19:07:49,2016-07-28 19:21:49,0 +206985,2016-07-28 19:03:10,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,77740,Rue Vital Carles 16,33000,Bordeaux,44.8409704,-0.5783828,3550,1420,2016-07-28 19:29:33,2016-07-28 19:38:11,0 +207008,2016-07-28 19:08:39,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,78353,Cours Xavier Arnozan 16,33000,Bordeaux,44.8486769,-0.5738774999999999,2150,1412,2016-07-28 19:39:14,2016-07-28 19:55:56,0 +207011,2016-07-28 19:09:49,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,76720,Rue Jules Guesde 68,33800,Bordeaux,44.8292454,-0.563711,1540,1420,2016-07-28 19:49:54,2016-07-28 19:58:17,0 +207012,2016-07-28 19:10:27,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,78355,Rue Delord 97,33300,Bordeaux,44.8617642,-0.5602136,2350,1471,2016-07-28 19:29:26,2016-07-28 19:40:57,0 +207024,2016-07-28 19:13:27,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,78361,Cours Saint-Louis 139,33300,Bordeaux,44.8617212,-0.5679938,4250,1410,2016-07-28 19:32:09,2016-07-28 19:39:25,0 +207129,2016-07-28 19:34:41,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78402,Place Pey Berland 12,33000,Bordeaux,44.8384243,-0.5767298,2110,1407,2016-07-28 19:49:15,2016-07-28 20:01:12,0 +207131,2016-07-28 19:35:00,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,74966,Rue Sainte-Catherine 137,33000,Bordeaux,44.83651589999999,-0.5739832000000001,3250,1412,,,1 +207073,2016-07-28 19:22:22,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78384,Rue Castillon 20,33000,Bordeaux,44.8404581,-0.5758994,1550,1817,2016-07-28 19:38:58,2016-07-28 19:45:50,0 +207225,2016-07-28 19:50:52,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78435,Cours De Verdun 136,33000,Bordeaux,44.852142,-0.5733604,1250,1407,2016-07-28 20:11:05,2016-07-28 20:21:16,0 +207079,2016-07-28 19:23:50,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,78387,Rue Judaique 207,33000,Bordeaux,44.8408778,-0.5951913999999999,2350,1430,2016-07-28 19:37:34,2016-07-28 19:44:59,0 +207461,2016-07-28 20:18:02,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78530,Rue Rosa Bonheur 18,33000,Bordeaux,44.8491669,-0.5880926,1989,1471,2016-07-28 20:56:16,2016-07-28 21:10:59,0 +207476,2016-07-28 20:19:00,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78537,Rue De Landiras 24,33000,Bordeaux,44.8292767,-0.5847496,3660,1422,2016-07-28 20:35:35,2016-07-28 20:54:17,0 +207490,2016-07-28 20:21:35,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,78541,Rue Marengo 12,33000,Bordeaux,44.8335207,-0.5687675,1450,1418,2016-07-28 20:50:35,2016-07-28 21:04:50,0 +207507,2016-07-28 20:24:06,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78546,Rue Jean Jacques Rousseau 7,33000,Bordeaux,44.84354159999999,-0.5778329,2160,1416,2016-07-28 20:43:28,2016-07-28 20:49:21,0 +207245,2016-07-28 19:53:18,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78446,Rue Bouquiere 44,33000,Bordeaux,44.8364828,-0.5697892,1360,1410,2016-07-28 20:14:12,2016-07-28 20:18:17,0 +207530,2016-07-28 20:26:34,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,78560,Cours De L'Yser 135,33800,Bordeaux,44.82485740000001,-0.5705146,2450,1461,2016-07-28 20:47:15,2016-07-28 20:50:50,0 +207263,2016-07-28 19:55:23,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,78454,Rue Du Docteur Albert Barraud 133,33000,Bordeaux,44.84833219999999,-0.5836110999999999,4850,1415,2016-07-28 20:09:35,2016-07-28 20:17:48,0 +207545,2016-07-28 20:27:43,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,77666,Rue Du Xiv Juillet 116,33400,Bordeaux,44.8205734,-0.5884878,1600,1422,2016-07-28 20:45:21,2016-07-28 21:01:05,0 +207547,2016-07-28 20:27:45,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78565,Rue Abbe De L'Epee 58,33000,Bordeaux,44.8416727,-0.5826009999999999,2550,1407,2016-07-28 20:39:08,2016-07-28 20:47:38,0 +207550,2016-07-28 20:28:20,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78195,Rue De La Demi Lune 18,33400,Bordeaux,44.8205633,-0.5878728,2550,1426,2016-07-28 20:52:46,2016-07-28 21:09:55,0 +207551,2016-07-28 20:28:24,1241,My Terroir,24 Place De La Ferme De Richemont,33000,Bordeaux,44.835506,-0.575218,78567,Rue Bigot 10,33000,Bordeaux,44.8318092,-0.5692421999999999,3950,1415,2016-07-28 20:39:54,2016-07-28 20:45:40,0 +207554,2016-07-28 20:28:49,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,78568,Rue Commandant Charcot 37,33000,Bordeaux,44.8262919,-0.5889038,1260,1458,2016-07-28 20:49:11,2016-07-28 20:59:55,0 +207265,2016-07-28 19:55:41,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78455,Allee Serr 63,33100,Bordeaux,44.8430759,-0.5582185,2450,1412,2016-07-28 20:13:08,2016-07-28 20:34:39,0 +207283,2016-07-28 19:57:13,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,78461,Cours Balguerie Stuttenberg 125,33300,Bordeaux,44.8599903,-0.5651621,1370,1460,2016-07-28 20:13:09,2016-07-28 20:27:13,0 +207583,2016-07-28 20:32:49,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,78580,Rue Casteja 10,33000,Bordeaux,44.8425388,-0.5821083,5000,1430,2016-07-28 20:58:29,2016-07-28 21:09:27,0 +207595,2016-07-28 20:34:21,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,78586,Impasse Sainte-Ursule 18,33000,Bordeaux,44.8317342,-0.5848804,3250,2013,2016-07-28 20:44:16,2016-07-28 21:02:01,0 +207285,2016-07-28 19:57:33,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77048,Rue Frere 108,33000,Bordeaux,44.8539023,-0.5798308999999999,5150,1418,2016-07-28 20:12:24,2016-07-28 20:18:49,0 +207297,2016-07-28 19:58:39,1232,Anh Kha,48 Rue Saint Sernin,33000,Bordeaux,44.841103,-0.582515,78467,Cours De L'Argonne 60,33000,Bordeaux,44.8285656,-0.5741868,3050,1458,2016-07-28 20:20:01,2016-07-28 20:26:47,0 +207637,2016-07-28 20:39:04,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78598,Avenue Thiers 226,33100,Bordeaux,44.8480225,-0.5485361,6300,1405,2016-07-28 20:52:26,2016-07-28 21:04:13,0 +207313,2016-07-28 20:00:31,1259,Perditempo,25 Quai Richelieu,33000,Bordeaux,44.838787,-0.568008,25864,Rue Teulere 7,33000,Bordeaux,44.8358028,-0.5699863,3600,1426,2016-07-28 20:29:25,2016-07-28 20:33:32,0 +207654,2016-07-28 20:41:02,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,78603,Rue Turenne 49,33000,Bordeaux,44.8460455,-0.5830609999999999,1600,1412,2016-07-28 21:05:11,2016-07-28 21:20:35,0 +207670,2016-07-28 20:42:50,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,78608,Rue Poyenne 27,33300,Bordeaux,44.8564324,-0.5655224,2450,1416,2016-07-28 21:14:31,2016-07-28 21:20:14,0 +207677,2016-07-28 20:43:49,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78611,Rue Notre Dame 15,33000,Bordeaux,44.8500308,-0.5724791,1290,1409,2016-07-28 20:53:10,2016-07-28 21:12:11,0 +207336,2016-07-28 20:03:35,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78483,Rue Paul Denuce 5,33800,Bordeaux,44.8233937,-0.5790662,2260,1817,2016-07-28 20:15:10,2016-07-28 20:24:55,0 +207695,2016-07-28 20:46:02,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,78618,Rue De Suzon 230,33400,Bordeaux,44.8120343,-0.5779974,1450,1461,2016-07-28 21:04:12,2016-07-28 21:10:54,0 +207700,2016-07-28 20:46:45,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,78621,Cours Balguerie Stuttenberg 286,33300,Bordeaux,44.8638811,-0.5589876000000001,1850,1416,2016-07-28 21:14:25,2016-07-28 21:24:13,0 +207351,2016-07-28 20:05:21,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,78489,Rue De Metz 17,33000,Bordeaux,44.8378442,-0.5971111,2395,1471,2016-07-28 20:28:56,2016-07-28 20:40:53,0 +207711,2016-07-28 20:47:57,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,78629,Avenue De Tivoli 117,33110,Bordeaux,44.8619123,-0.5929316,5630,1471,2016-07-28 21:36:38,2016-07-28 21:46:22,0 +207718,2016-07-28 20:48:33,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,78633,Cours De L'Intendance 26,33000,Bordeaux,44.8415735,-0.5766424,3390,1407,2016-07-28 21:09:26,2016-07-28 21:18:30,0 +207719,2016-07-28 20:48:37,1208,Chez Ambre And Michel,1 Rue Matignon,33000,Bordeaux,44.850258,-0.586204,78634,Rue Bergeret 20,33000,Bordeaux,44.8326405,-0.5689734,1550,1430,2016-07-28 21:17:02,2016-07-28 21:31:20,0 +207727,2016-07-28 20:49:32,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78639,Rue Permentade 32,33000,Bordeaux,44.8325401,-0.5683798,1450,1420,2016-07-28 21:06:11,2016-07-28 21:15:23,0 +207729,2016-07-28 20:49:49,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,78641,Rue Milliere 35,33000,Bordeaux,44.8297433,-0.5767682,4150,1415,2016-07-28 21:07:04,2016-07-28 21:15:24,0 +207730,2016-07-28 20:49:58,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78642,Rue Du Tondu 158,33000,Bordeaux,44.8286112,-0.5876055,2450,1458,2016-07-28 21:05:41,2016-07-28 21:17:08,0 +207353,2016-07-28 20:05:28,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78490,Rue Castelnau D'Auros 6,33000,Bordeaux,44.841255,-0.5817717,1270,2013,2016-07-28 20:19:12,2016-07-28 20:26:57,0 +207366,2016-07-28 20:06:39,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,75889,Rue Du Tondu 24,33000,Bordeaux,44.832338,-0.5815905,1860,1420,2016-07-28 20:22:15,2016-07-28 20:37:09,0 +207754,2016-07-28 20:52:56,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,78650,Rue Sainte-Catherine 221,33000,Bordeaux,44.8333233,-0.5732607,1950,1426,2016-07-28 21:14:18,2016-07-28 21:29:20,0 +207764,2016-07-28 20:53:44,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,78655,Avenue Sadi Carnot 8,33110,Bordeaux,44.8638177,-0.5940788,1450,1460,2016-07-28 21:35:00,2016-07-28 21:47:37,0 +207377,2016-07-28 20:08:10,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77409,Rue Lafayette 8,33000,Bordeaux,44.8436175,-0.5709337,2420,1422,2016-07-28 20:19:51,2016-07-28 20:27:43,0 +207805,2016-07-28 20:59:56,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78671,Rue Pelleport 108,33800,Bordeaux,44.8221305,-0.5625848999999999,1560,1817,2016-07-28 21:08:40,2016-07-28 21:26:41,0 +207808,2016-07-28 21:00:06,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78673,Rue Pascal Mothes 1,33800,Bordeaux,44.8246358,-0.5724106999999999,3150,1407,2016-07-28 21:20:49,2016-07-28 21:32:43,0 +207382,2016-07-28 20:08:40,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78498,Rue Lafayette 8,33000,Bordeaux,44.8436175,-0.5709337,2420,1422,,,1 +207825,2016-07-28 21:02:41,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78680,Rue Pelleport 108,33800,Bordeaux,44.8221305,-0.5625848999999999,1490,1817,2016-07-28 21:13:02,2016-07-28 21:26:41,0 +207398,2016-07-28 20:10:50,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78506,Cours D'Albret 100,33000,Bordeaux,44.8327483,-0.5794673,3050,1430,2016-07-28 20:27:52,2016-07-28 20:33:37,0 +207437,2016-07-28 20:15:30,1247,Noonies,16 Avenue Tiers,33100,Bordeaux,44.841251,-0.558816,78519,Rue Borie 57,33300,Bordeaux,44.8550543,-0.5704612,1590,1412,2016-07-28 20:40:50,2016-07-28 20:57:16,0 +207834,2016-07-28 21:04:00,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78685,Rue Bergeret 3,33000,Bordeaux,44.8329254,-0.5695346,2850,1412,2016-07-28 21:29:59,2016-07-28 21:47:34,0 +207438,2016-07-28 20:15:36,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78520,Rue Sainte-Colombe 8,33000,Bordeaux,44.8371882,-0.5699911999999999,1340,1426,2016-07-28 20:39:20,2016-07-28 20:42:36,0 +207440,2016-07-28 20:15:43,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,78521,Rue Edouard Mayaudon 36,33100,Bordeaux,44.8481926,-0.5489845,3650,1410,2016-07-28 20:32:21,2016-07-28 20:43:22,0 +207885,2016-07-28 21:11:48,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,78702,Rue Furtado 3,33800,Bordeaux,44.82517439999999,-0.562736,1550,1426,2016-07-28 21:26:22,2016-07-28 21:37:10,0 +207444,2016-07-28 20:16:12,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,78523,Boulevard George V 21,33000,Bordeaux,44.82691579999999,-0.5918899,2500,1420,2016-07-28 20:31:07,2016-07-28 20:42:26,0 +207908,2016-07-28 21:15:01,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78709,Cours Pasteur 21 Bis,33000,Bordeaux,44.8356037,-0.5756361999999999,2130,1422,2016-07-28 21:24:38,2016-07-28 21:31:39,0 +207450,2016-07-28 20:17:00,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,78525,Rue De Metz 17,33000,Bordeaux,44.8378442,-0.5971111,1750,1817,2016-07-28 20:30:27,2016-07-28 20:50:46,0 +208201,2016-07-28 22:25:16,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,78823,Rue De La Croix Blanche 22,33000,Bordeaux,44.8441355,-0.5898898,4690,1416,2016-07-28 22:50:17,2016-07-28 22:55:36,0 +207926,2016-07-28 21:17:02,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,78715,Rue Turenne 14,33000,Bordeaux,44.8457902,-0.5812155999999999,2550,2013,2016-07-28 21:38:36,2016-07-28 21:46:52,0 +207942,2016-07-28 21:19:07,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,78720,Rue Des Sablieres 63,33800,Bordeaux,44.8247479,-0.5757321,1360,1420,2016-07-28 21:32:28,2016-07-28 21:51:04,0 +208314,2016-07-29 11:45:59,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,78878,Rue Lecocq 130,33000,Bordeaux,44.8328744,-0.5897378,8370,1418,2016-07-29 12:32:50,2016-07-29 12:40:37,0 +207987,2016-07-28 21:26:38,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78740,Rue Ravez 20,33000,Bordeaux,44.83644630000001,-0.5724156,2280,1458,2016-07-28 21:36:36,2016-07-28 21:43:38,0 +207988,2016-07-28 21:27:01,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78741,Rue Jean De Malet 1,33800,Bordeaux,44.8301777,-0.5654178,2110,1458,2016-07-28 21:40:29,2016-07-28 21:50:06,0 +207989,2016-07-28 21:27:03,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,78742,Rue Judaique 268,33000,Bordeaux,44.8400846,-0.597563,1900,1415,2016-07-28 21:41:00,2016-07-28 21:50:53,0 +208018,2016-07-28 21:33:02,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78757,Rue Ausone 30,33000,Bordeaux,44.8377437,-0.5677322,1450,1416,2016-07-28 21:43:49,2016-07-28 21:49:43,0 +208358,2016-07-29 12:04:44,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,78896,Rue Turenne 279,33000,Bordeaux,44.8497522,-0.5954946999999999,4300,1817,2016-07-29 12:37:27,2016-07-29 12:51:39,0 +208100,2016-07-28 21:49:11,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78785,Rue Le Reynard 6,33800,Bordeaux,44.8336251,-0.5638126999999999,1830,2013,2016-07-28 22:02:32,2016-07-28 22:16:22,0 +208107,2016-07-28 21:51:29,1256,Pitaya Stalingrad,36 Place De Stalingrad,33100,Bordeaux,44.840912,-0.559553,78788,Rue Porte De La Monnaie 29,33800,Bordeaux,44.8321496,-0.5631799,2350,1416,2016-07-28 22:06:40,2016-07-28 22:13:43,0 +208112,2016-07-28 21:52:36,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78790,Cours De La Marne 71,33800,Bordeaux,44.8297535,-0.5685724,4090,1817,2016-07-28 22:05:01,2016-07-28 22:11:28,0 +208366,2016-07-29 12:06:46,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,2377,Rue Malbec 35,33800,Bordeaux,44.8268294,-0.5619661,2750,1465,2016-07-29 12:19:57,2016-07-29 12:33:00,0 +208118,2016-07-28 21:54:54,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,78792,Rue De La Benauge 175,33100,Bordeaux,44.8415454,-0.5502176,2650,1817,2016-07-28 22:18:24,2016-07-28 22:30:22,0 +208392,2016-07-29 12:16:06,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,78913,Rue Charles Marionneau 4,33000,Bordeaux,44.8419347,-0.5864636,1450,1461,2016-07-29 12:49:48,2016-07-29 12:54:20,0 +208145,2016-07-28 22:04:36,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78799,Cours De L'Yser 186,33800,Bordeaux,44.822439,-0.5706013999999999,2410,1409,2016-07-28 22:27:58,2016-07-28 22:36:31,0 +208147,2016-07-28 22:05:05,1218,Le Rizana,7 Rue Gaspard Philippe,33000,Bordeaux,44.833736,-0.56662,78800,Rue Terrasson 90,33800,Bordeaux,44.8202167,-0.5767623,1450,2013,2016-07-28 22:28:16,2016-07-28 22:37:28,0 +208393,2016-07-29 12:16:09,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,78914,Rue Sainte-Colombe 6,33000,Bordeaux,44.8373396,-0.5699076,1450,1420,2016-07-29 12:31:37,2016-07-29 12:35:26,0 +208399,2016-07-29 12:17:53,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,73919,Rue Amedee Saint-Germain 121B,33800,Bordeaux,44.8182663,-0.5638276999999999,2760,1462,2016-07-29 12:33:58,2016-07-29 12:43:42,0 +208176,2016-07-28 22:13:41,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78811,Place Fernand Lafargue 7,33000,Bordeaux,44.8368697,-0.5716759,2060,1460,2016-07-28 22:32:55,2016-07-28 22:39:50,0 +208417,2016-07-29 12:21:44,1256,Pitaya Stalingrad,36 Place De Stalingrad,33100,Bordeaux,44.840912,-0.559553,78923,Rue De La Rousselle 74,33000,Bordeaux,44.8368599,-0.5670333,3250,1471,2016-07-29 13:16:11,2016-07-29 13:20:49,0 +208191,2016-07-28 22:19:36,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78818,Rue Barreyre 57,33300,Bordeaux,44.8553864,-0.5687884000000001,2030,1458,2016-07-28 22:31:15,2016-07-28 22:40:34,0 +208436,2016-07-29 12:28:54,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78929,Rue Dublan 13,33800,Bordeaux,44.8277396,-0.5732661,3030,1420,2016-07-29 12:51:18,2016-07-29 12:58:35,0 +208572,2016-07-29 13:13:37,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,78975,Cours De L'Argonne 133,33000,Bordeaux,44.8267816,-0.5766757,2050,1430,2016-07-29 13:19:00,2016-07-29 13:33:16,0 +208437,2016-07-29 12:30:11,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,77151,Rue Perey 42,33000,Bordeaux,44.82424959999999,-0.5851284,2200,1416,2016-07-29 12:58:45,2016-07-29 13:08:29,0 +208594,2016-07-29 13:29:11,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,78983,Rue De La Porte Dijeaux 68,33000,Bordeaux,44.8407296,-0.5788188,1320,1420,,,1 +208600,2016-07-29 13:32:40,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78984,Rue Sainte-Catherine 220,33000,Bordeaux,44.8336525,-0.5730919999999999,1360,1463,2016-07-29 13:44:18,2016-07-29 13:52:07,0 +208602,2016-07-29 13:36:14,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,78985,Rue Du Jardin Public 107,33000,Bordeaux,44.8540971,-0.5746055,2910,1471,2016-07-29 13:48:57,2016-07-29 14:05:12,0 +208438,2016-07-29 12:30:27,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,78930,Rue Du Loup 64,33000,Bordeaux,44.8379284,-0.5744606999999999,1750,1465,2016-07-29 12:56:00,2016-07-29 13:05:43,0 +208608,2016-07-29 13:41:29,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78989,Rue De La Rousselle 39,33000,Bordeaux,44.8370395,-0.5683842,2160,1465,2016-07-29 14:05:32,2016-07-29 14:09:13,0 +208451,2016-07-29 12:36:04,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,78854,Rue Mandron 87,33000,Bordeaux,44.8538185,-0.5811208,1450,1414,2016-07-29 12:49:50,2016-07-29 13:23:52,0 +208617,2016-07-29 13:44:37,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78994,Rue Du Mirail 48,33000,Bordeaux,44.833023,-0.5708925,1450,1430,2016-07-29 13:53:57,2016-07-29 14:03:30,0 +208620,2016-07-29 13:46:59,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,78996,Rue De Carros 11,33800,Bordeaux,44.8205624,-0.5786616,1350,1418,2016-07-29 14:10:36,2016-07-29 14:15:52,0 +208457,2016-07-29 12:37:16,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,78938,Cours De La Marne 190,33800,Bordeaux,44.82803639999999,-0.5596099999999999,3450,1418,2016-07-29 12:54:09,2016-07-29 13:02:05,0 +208461,2016-07-29 12:38:14,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78940,Rue Edouard Larroque 36,33000,Bordeaux,44.8315573,-0.6022223,1550,1462,2016-07-29 12:58:44,2016-07-29 13:07:00,0 +208465,2016-07-29 12:40:38,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78942,Rue Sainte-Catherine 115,33000,Bordeaux,44.8374691,-0.5738075,1370,1430,2016-07-29 13:06:37,2016-07-29 13:09:45,0 +208697,2016-07-29 18:33:10,1226,Ici Argentine,84 Boulevard Du President Wilson,33000,Bordeaux,44.840084,-0.5994,79026,Cours Marc Nouaux 86,33000,Bordeaux,44.8471704,-0.5969618999999999,7000,1420,2016-07-29 19:00:13,2016-07-29 19:06:53,0 +208698,2016-07-29 18:33:21,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,77614,Rue De Laseppe 42,33000,Bordeaux,44.8529914,-0.5836756,4500,1998,2016-07-29 18:53:49,2016-07-29 19:11:06,0 +208705,2016-07-29 18:39:03,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,79028,Rue Monadey 29,33800,Bordeaux,44.8283983,-0.5708394999999999,2950,1405,2016-07-29 18:50:34,2016-07-29 19:01:25,0 +208494,2016-07-29 12:47:48,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,78947,Rue De Gironde 37,33300,Bordeaux,44.8646468,-0.5518704999999999,2950,1424,2016-07-29 12:57:27,2016-07-29 13:05:45,0 +208724,2016-07-29 18:48:53,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79034,Rue Constantin 37,33000,Bordeaux,44.8506478,-0.5738262000000001,1540,1412,2016-07-29 19:08:20,2016-07-29 19:22:10,0 +208521,2016-07-29 12:55:52,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,78957,Rue Amedee Saint-Germain 57,33800,Bordeaux,44.8229738,-0.5592062999999999,3500,1418,2016-07-29 13:19:20,2016-07-29 13:29:07,0 +208783,2016-07-29 19:08:38,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,78337,Cours De L'Argonne 133,33000,Bordeaux,44.8267816,-0.5766757,1500,1403,2016-07-29 19:15:54,2016-07-29 19:23:32,0 +208800,2016-07-29 19:13:21,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79072,Rue Duplessy 22,33000,Bordeaux,44.848126,-0.5804165,4590,1405,2016-07-29 19:34:14,2016-07-29 19:40:37,0 +208524,2016-07-29 12:56:08,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,78958,Cours Aristide Briand 59,33000,Bordeaux,44.8313421,-0.5761406,2050,1461,2016-07-29 13:17:23,2016-07-29 13:34:47,0 +208531,2016-07-29 12:58:44,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,10298,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,1689,1817,2016-07-29 13:05:41,2016-07-29 13:15:32,0 +208854,2016-07-29 19:22:27,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,79092,Cours Du Medoc 15Bis,33300,Bordeaux,44.8567725,-0.5650073,1410,1420,2016-07-29 19:51:49,2016-07-29 20:03:29,0 +208547,2016-07-29 13:04:55,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,78965,Rue Monadey 12,33800,Bordeaux,44.8288059,-0.5715572,2550,1420,2016-07-29 13:16:05,2016-07-29 13:25:11,0 +208865,2016-07-29 19:25:06,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,79097,Rue Carnot 1,33400,Bordeaux,44.8229657,-0.5861759999999999,3050,1817,2016-07-29 19:48:48,2016-07-29 19:59:54,0 +208963,2016-07-29 19:42:25,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,79128,Rue Pauline Kergomard 35,33800,Bordeaux,44.823186,-0.574915,3180,1422,2016-07-29 20:01:47,2016-07-29 20:14:20,0 +208912,2016-07-29 19:34:58,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79109,Avenue Charles De Gaulle 114,33200,Bordeaux,44.8494454,-0.6033054999999999,3650,1415,2016-07-29 19:51:02,2016-07-29 20:01:33,0 +208932,2016-07-29 19:37:35,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,79116,Rue Giner De Los Rios 50,33800,Bordeaux,44.8280535,-0.5693978,1450,1917,2016-07-29 19:52:20,2016-07-29 19:57:25,0 +208938,2016-07-29 19:38:09,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79119,Rue Maryse Bastie 20,33300,Bordeaux,44.86264569999999,-0.5795558,2150,1405,2016-07-29 19:50:58,2016-07-29 20:06:24,0 +208979,2016-07-29 19:44:36,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79135,Rue Georges Bonnac 177,33000,Bordeaux,44.8387976,-0.5898502,1630,1430,2016-07-29 19:50:53,2016-07-29 19:59:58,0 +209324,2016-07-29 20:24:47,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,79257,Passage Birly 50,33800,Bordeaux,44.8218884,-0.5746236000000001,2290,1917,2016-07-29 20:46:59,2016-07-29 20:59:22,0 +208986,2016-07-29 19:44:54,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,79139,Rue Vilaris 19 Bis,33800,Bordeaux,44.825563,-0.5636495,2850,1817,2016-07-29 20:06:29,2016-07-29 20:21:52,0 +209342,2016-07-29 20:26:14,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79265,Rue Saint-Sernin 20,33000,Bordeaux,44.8398386,-0.5819402,2130,1412,2016-07-29 20:39:58,2016-07-29 20:54:23,0 +208987,2016-07-29 19:44:55,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,79140,Cours Journu Auber 18,33300,Bordeaux,44.8582889,-0.5682868,2450,1416,2016-07-29 20:01:30,2016-07-29 20:20:04,0 +209350,2016-07-29 20:27:27,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79268,Rue De Cardoze 14,33200,Bordeaux,44.83799339999999,-0.6021928999999999,2800,1403,2016-07-29 20:46:15,2016-07-29 20:55:17,0 +209013,2016-07-29 19:48:56,1233,Punjab,39 Rue Saint Remi,33000,Bordeaux,44.841393,-0.572534,79145,Rue De Lalande 41,33000,Bordeaux,44.8335047,-0.5753986999999999,1500,1412,2016-07-29 20:02:36,2016-07-29 20:19:50,0 +209363,2016-07-29 20:28:57,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,79215,Rue Saint Remi 66,33000,Bordeaux,44.8411214,-0.5739778000000001,1570,1426,,,1 +209387,2016-07-29 20:31:06,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79284,Rue Fonfrede 11,33800,Bordeaux,44.8256705,-0.5719398,1370,1420,2016-07-29 20:50:49,2016-07-29 20:58:06,0 +209390,2016-07-29 20:31:24,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,79287,Quai Richelieu 55,33000,Bordeaux,44.8371276,-0.5666549,1550,1416,2016-07-29 20:40:39,2016-07-29 20:43:24,0 +209017,2016-07-29 19:50:05,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,79147,Rue Du Muguet 17,33000,Bordeaux,44.8367251,-0.5686976,3850,1410,2016-07-29 20:09:56,2016-07-29 20:15:21,0 +209403,2016-07-29 20:33:44,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79293,Rue Sanche De Pomiers 30,33000,Bordeaux,44.8318677,-0.5689497,1989,1412,2016-07-29 20:59:11,2016-07-29 21:10:33,0 +209405,2016-07-29 20:33:53,1229,Les Mijotes Du Bocal,2 Bis Rue De Cursol,33000,Bordeaux,44.834278,-0.57038,79295,Place Pierre Jacques Dormoy 18,33800,Bordeaux,44.82643909999999,-0.5639328,1950,1409,2016-07-29 20:54:43,,1 +209412,2016-07-29 20:35:34,1263,Noorn Akorn,8 Cours D'Albret,33000,Bordeaux,44.838734,-0.581611,79298,Rue Verteuil 1,33000,Bordeaux,44.8389448,-0.5809113,2750,1430,2016-07-29 20:50:11,2016-07-29 20:54:31,0 +209027,2016-07-29 19:51:27,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,79151,Rue Emile Zola 34,33400,Bordeaux,44.8231508,-0.5887801,3800,1403,2016-07-29 19:58:07,2016-07-29 20:09:35,0 +209426,2016-07-29 20:37:08,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79303,Cours Aristide Briand 102 B,33000,Bordeaux,44.8313444,-0.5745409,1470,1405,2016-07-29 20:49:00,2016-07-29 20:54:35,0 +209432,2016-07-29 20:38:21,1209,La Gamelle,23 Rue Des Freres Bonie,33000,Bordeaux,44.836849,-0.580108,79307,Rue Albert De Mun 26,33000,Bordeaux,44.8487459,-0.5816116,2039,1430,,,1 +209033,2016-07-29 19:51:49,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79153,Rue Barreyre 182,33300,Bordeaux,44.8584901,-0.5739877999999999,3950,1416,2016-07-29 20:11:01,2016-07-29 20:15:20,0 +209095,2016-07-29 19:57:33,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,79169,Rue Barreyre 61,33300,Bordeaux,44.85535600000001,-0.5690356,2650,1998,2016-07-29 20:07:50,2016-07-29 20:20:29,0 +209479,2016-07-29 20:43:10,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79324,Cours Victor Hugo 150,33000,Bordeaux,44.8348979,-0.5741788,1600,1415,2016-07-29 21:04:33,2016-07-29 21:09:33,0 +209499,2016-07-29 20:45:12,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,79334,Rue Latour 5,33000,Bordeaux,44.8504343,-0.5704513,1450,1998,2016-07-29 20:57:05,2016-07-29 21:04:42,0 +209185,2016-07-29 20:07:11,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79207,Rue De Tauzia 45,33800,Bordeaux,44.8291658,-0.558665,2400,1430,2016-07-29 20:15:02,2016-07-29 20:29:29,0 +209543,2016-07-29 20:49:50,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79357,Rue Rene Roy De Clotte 17,33000,Bordeaux,44.8295877,-0.5754490999999999,1440,1817,2016-07-29 21:05:31,2016-07-29 21:14:56,0 +209562,2016-07-29 20:51:58,1206,La Maison Du Glacier,1 Place Saint Pierre,33000,Bordeaux,44.839706,-0.570672,79369,Rue Jean Burguet 8,33000,Bordeaux,44.8344422,-0.5781535,1650,1415,2016-07-29 21:01:23,2016-07-29 21:17:30,0 +209569,2016-07-29 20:52:49,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79372,Rue Boudet 35,33000,Bordeaux,44.8473251,-0.5759476,1340,1458,2016-07-29 21:18:56,2016-07-29 21:25:06,0 +209591,2016-07-29 20:55:38,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,79382,Rue De La Fraternite 35,33400,Bordeaux,44.8199976,-0.5817819,1950,1470,2016-07-29 21:06:11,2016-07-29 21:20:43,0 +209592,2016-07-29 20:55:39,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,79383,Place Nansouty 234,33800,Bordeaux,44.8204061,-0.5716893,5750,1412,2016-07-29 21:15:56,2016-07-29 21:30:18,0 +209593,2016-07-29 20:56:04,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,79384,Quai Des Chartrons 95,33300,Bordeaux,44.8546068,-0.5657744,1330,1430,2016-07-29 21:07:05,2016-07-29 21:28:11,0 +209191,2016-07-29 20:07:53,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,79211,Rue Minvielle 30,33000,Bordeaux,44.8536486,-0.5723744,2160,1424,2016-07-29 20:18:19,2016-07-29 20:27:07,0 +209635,2016-07-29 21:00:46,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,79399,Rue Beyssac 22,33800,Bordeaux,44.8327439,-0.5633967,2050,1917,2016-07-29 21:20:12,2016-07-29 21:34:39,0 +209651,2016-07-29 21:02:42,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79404,Cours De La Somme 134,33800,Bordeaux,44.8257984,-0.5724935,4050,1420,2016-07-29 21:16:19,2016-07-29 21:26:29,0 +209653,2016-07-29 21:02:44,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79406,Rue Tanesse 13,33000,Bordeaux,44.8314504,-0.5775499,1350,1461,2016-07-29 21:12:36,2016-07-29 21:16:37,0 +209206,2016-07-29 20:08:38,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,79215,Rue Saint Remi 66,33000,Bordeaux,44.8411214,-0.5739778000000001,1820,1403,2016-07-29 20:16:36,2016-07-29 20:38:06,0 +209666,2016-07-29 21:03:45,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,79412,Rue Camille Sauvageau 73,33800,Bordeaux,44.83221109999999,-0.5635616999999999,4180,1416,2016-07-29 21:30:40,2016-07-29 21:38:59,0 +209671,2016-07-29 21:04:22,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79414,Rue Des Trois-Conils 20,33000,Bordeaux,44.8387071,-0.5755399999999999,3760,1409,2016-07-29 21:28:28,2016-07-29 21:31:16,0 +209216,2016-07-29 20:10:03,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,77625,Rue De Grassi 23,33000,Bordeaux,44.8405499,-0.5771273,3210,1420,2016-07-29 20:25:33,2016-07-29 20:32:26,0 +209679,2016-07-29 21:05:23,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,79416,Rue Heriard Dubreuil 25,33000,Bordeaux,44.8479427,-0.5928829999999999,4390,1458,2016-07-29 21:27:24,2016-07-29 21:32:43,0 +209234,2016-07-29 20:12:59,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79222,Cours Saint-Louis 16,33300,Bordeaux,44.8563692,-0.5708489,2130,1458,2016-07-29 20:30:45,2016-07-29 20:38:52,0 +209689,2016-07-29 21:06:48,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79419,Rue Servandoni 64,33000,Bordeaux,44.8337777,-0.5840013000000001,3810,1409,2016-07-29 21:44:26,2016-07-29 21:50:59,0 +209254,2016-07-29 20:15:20,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79228,Rue Valentin Hauy 1,33000,Bordeaux,44.8347436,-0.6018987,1450,1422,2016-07-29 20:26:46,2016-07-29 20:41:31,0 +209692,2016-07-29 21:07:00,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,79420,Rue Du Bocage 57,33200,Bordeaux,44.8541641,-0.5983086,1490,1426,,,1 +209697,2016-07-29 21:08:08,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79422,Rue Colbert 5,33000,Bordeaux,44.8465328,-0.588842,3529,1403,2016-07-29 21:34:58,2016-07-29 21:43:14,0 +209711,2016-07-29 21:09:18,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,79428,Rue Des Bahutiers 35,33000,Bordeaux,44.83866769999999,-0.5709273,2880,1998,2016-07-29 21:32:45,2016-07-29 21:38:25,0 +209255,2016-07-29 20:15:22,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79229,Rue De Laseppe 70,33000,Bordeaux,44.8529788,-0.5850312,2390,1410,2016-07-29 20:27:53,2016-07-29 20:37:57,0 +209256,2016-07-29 20:15:49,1235,Melodie,17 Rue Leupold,33000,Bordeaux,44.840603,-0.570444,79230,Rue Naujac 178,33000,Bordeaux,44.8495864,-0.5924585,1850,1415,2016-07-29 20:27:04,2016-07-29 20:35:23,0 +209735,2016-07-29 21:11:37,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79439,Rue Servandoni 66,33000,Bordeaux,44.8338125,-0.584163,1250,1472,2016-07-29 21:33:16,2016-07-29 21:40:08,0 +209257,2016-07-29 20:15:54,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,79231,Rue Bergeon 2,33800,Bordeaux,44.8298519,-0.5697599,1830,1409,2016-07-29 20:39:21,2016-07-29 20:42:58,0 +209260,2016-07-29 20:16:00,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,79232,Avenue De Tivoli 14,33110,Bordeaux,44.8576458,-0.5915104,2440,1472,2016-07-29 20:31:39,2016-07-29 20:43:27,0 +209781,2016-07-29 21:18:00,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,76838,Rue Des Argentiers 16,33000,Bordeaux,44.8391736,-0.5698286,6000,1426,2016-07-29 21:28:05,2016-07-29 21:54:56,0 +209785,2016-07-29 21:18:25,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,79460,Rue Jean Jacques Rousseau 7,33000,Bordeaux,44.84354159999999,-0.5778329,1600,1430,2016-07-29 21:36:16,2016-07-29 21:44:17,0 +209266,2016-07-29 20:16:54,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79233,Rue Du Professeur Daguin 50,33800,Bordeaux,44.8142965,-0.5620291,2050,1902,2016-07-29 20:51:50,2016-07-29 20:59:58,0 +209795,2016-07-29 21:20:46,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,79463,Rue Du Chai Des Farines 17,33000,Bordeaux,44.8390942,-0.5693821,4350,1817,2016-07-29 21:47:28,2016-07-29 21:56:42,0 +209267,2016-07-29 20:16:56,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79234,Rue Condorcet 43,33000,Bordeaux,44.857335,-0.5776279999999999,2050,1998,2016-07-29 20:32:25,2016-07-29 20:40:21,0 +209808,2016-07-29 21:22:30,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79469,Rue Fondaudege 144,33000,Bordeaux,44.8489417,-0.5846662,1650,1471,2016-07-29 21:34:51,2016-07-29 21:51:25,0 +209270,2016-07-29 20:17:35,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,79235,Place Gavinies 20,33000,Bordeaux,44.8328338,-0.5946578,1600,1426,2016-07-29 20:28:05,2016-07-29 20:41:01,0 +209826,2016-07-29 21:25:15,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79474,Cours Pasteur 40,33000,Bordeaux,44.8329886,-0.573878,2690,1998,2016-07-29 21:51:13,2016-07-29 22:07:15,0 +209280,2016-07-29 20:19:07,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,79240,Rue Pourmann 9,33300,Bordeaux,44.8677266,-0.5489567,1250,1424,2016-07-29 20:33:37,2016-07-29 20:46:12,0 +209843,2016-07-29 21:27:36,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,79307,Rue Albert De Mun 26,33000,Bordeaux,44.8487459,-0.5816116,2230,1470,2016-07-29 21:49:49,2016-07-29 21:59:13,0 +209844,2016-07-29 21:27:56,1241,My Terroir,24 Place De La Ferme De Richemont,33000,Bordeaux,44.835506,-0.575218,79481,Cours De L'Argonne 17,33000,Bordeaux,44.829904,-0.5734106,1750,1415,2016-07-29 21:44:18,2016-07-29 21:49:10,0 +209858,2016-07-29 21:29:39,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79486,Rue De Leybardie 27,33300,Bordeaux,44.8613599,-0.5650568,1350,1410,2016-07-29 21:56:54,2016-07-29 22:16:36,0 +209289,2016-07-29 20:20:01,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79243,Rue Judaique 213,33000,Bordeaux,44.8408287,-0.5954455,1900,1471,2016-07-29 20:34:10,2016-07-29 20:44:35,0 +209859,2016-07-29 21:29:42,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,79487,Rue Ernest Renan 55,33000,Bordeaux,44.84949839999999,-0.5923147,2380,1409,,,1 +209860,2016-07-29 21:29:46,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,79488,Rue Turenne 127,33000,Bordeaux,44.8467424,-0.5870031,1450,1471,2016-07-29 21:41:00,2016-07-29 21:57:30,0 +209873,2016-07-29 21:31:33,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79494,Rue De Cauderes 34,33400,Bordeaux,44.81545440000001,-0.5744315,1340,1472,2016-07-29 21:45:51,2016-07-29 21:59:13,0 +209290,2016-07-29 20:20:03,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79244,Rue Roustaing 59,33400,Bordeaux,44.8175414,-0.590035,3050,1817,2016-07-29 20:32:42,2016-07-29 20:37:47,0 +209878,2016-07-29 21:33:02,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,79496,Rue Bertrand De Goth 89,33800,Bordeaux,44.8200043,-0.5775741,2350,1817,2016-07-29 21:59:07,2016-07-29 22:22:26,0 +209886,2016-07-29 21:33:44,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79500,Rue Charles Marionneau 41,33000,Bordeaux,44.8404897,-0.5868244,4010,1430,2016-07-29 22:02:26,2016-07-29 22:12:39,0 +209888,2016-07-29 21:34:35,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,79501,Rue Des Argentiers 1,33000,Bordeaux,44.8395709,-0.5703804,1810,1458,2016-07-29 21:40:26,2016-07-29 22:08:36,0 +209900,2016-07-29 21:36:36,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,79507,Rue Theresia Cabarrus 53,33000,Bordeaux,44.8238595,-0.5966503,1860,1415,2016-07-29 22:12:00,2016-07-29 22:36:03,0 +209294,2016-07-29 20:20:29,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,79246,Rue Du Docteur Charles Nancel Penard 21,33000,Bordeaux,44.8397886,-0.5814379,1530,1420,2016-07-29 20:40:08,2016-07-29 20:47:05,0 +209910,2016-07-29 21:37:54,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79512,Rue Tustal 19,33000,Bordeaux,44.838474,-0.5752626,1570,1426,2016-07-29 22:02:58,2016-07-29 22:09:28,0 +210051,2016-07-29 22:09:51,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,77984,Rue Rodrigues-Pereire 31,33000,Bordeaux,44.84428870000001,-0.5848409999999999,3400,1409,2016-07-29 22:30:54,2016-07-29 22:39:56,0 +209936,2016-07-29 21:41:35,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,79525,Rue Esprit Des Lois 14,33000,Bordeaux,44.8429576,-0.5723083,3200,1426,2016-07-29 22:08:53,2016-07-29 22:17:59,0 +209939,2016-07-29 21:42:00,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,79528,Rue Edmond Costedoat 29,33000,Bordeaux,44.8310742,-0.5784439,3250,1817,2016-07-29 22:09:33,2016-07-29 22:15:31,0 +209947,2016-07-29 21:45:07,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,79531,Passage Lafontaine 10,33800,Bordeaux,44.8266776,-0.5713045,1450,1472,2016-07-29 22:08:51,2016-07-29 22:13:05,0 +209948,2016-07-29 21:45:07,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79532,Rue Henri Iv 29,33000,Bordeaux,44.8322203,-0.5768331,3590,1409,2016-07-29 22:00:33,2016-07-29 22:08:07,0 +210068,2016-07-29 22:19:05,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79576,Rue Emile Fourcand 87,33000,Bordeaux,44.8477529,-0.5870999,1650,1426,2016-07-29 22:33:53,2016-07-29 22:42:58,0 +209991,2016-07-29 21:54:10,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79551,Rue Milliere 35,33000,Bordeaux,44.8297433,-0.5767682,1450,1416,2016-07-29 22:19:58,2016-07-29 22:29:14,0 +210080,2016-07-29 22:22:02,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,4420,Rue Tustal 19,33000,Bordeaux,44.838474,-0.5752626,2400,1472,2016-07-29 22:41:21,2016-07-29 22:45:05,0 +210025,2016-07-29 22:02:31,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79563,Rue Tastet 18,33000,Bordeaux,44.8353074,-0.5814444999999999,1300,1470,2016-07-29 22:19:43,2016-07-29 22:31:42,0 +210142,2016-07-30 11:44:52,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79604,Rue Permentade 43,33000,Bordeaux,44.8325515,-0.569302,1540,1458,2016-07-30 12:02:31,2016-07-30 12:09:54,0 +210217,2016-07-30 12:24:28,1264,Koeben,32 Rue De Palais Gallien,33000,Bordeaux,44.8428,-0.581592,79628,Rue De Landiras 36,33000,Bordeaux,44.82899099999999,-0.5849419,6640,1471,2016-07-30 13:09:49,2016-07-30 13:21:29,0 +210441,2016-07-30 13:41:02,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,79695,Rue Du Jardin Public 107,33000,Bordeaux,44.8540971,-0.5746055,2300,1416,2016-07-30 13:52:23,2016-07-30 13:58:24,0 +210454,2016-07-30 13:46:26,1222,Les Tartines De Marine,"6 Rue Saint-Sernin, Bordeaux",33000,Bordeaux,44.839336,-0.58194,78195,Rue Edouard Larroque 36,33000,Bordeaux,44.8315573,-0.6022223,1850,1407,2016-07-30 13:56:11,2016-07-30 14:06:33,0 +210459,2016-07-30 13:48:15,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79700,Rue De La Fusterie 9,33000,Bordeaux,44.835886,-0.5659738,1490,1430,2016-07-30 14:01:04,2016-07-30 14:08:06,0 +210460,2016-07-30 13:48:30,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,79701,Rue Beaubadat 5,33000,Bordeaux,44.8393017,-0.5777057999999999,2400,1462,2016-07-30 13:55:18,2016-07-30 14:12:12,0 +210473,2016-07-30 13:52:33,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,79708,Rue Donissan 65,33000,Bordeaux,44.8287407,-0.5749175,1830,1462,2016-07-30 14:07:52,2016-07-30 14:19:16,0 +210476,2016-07-30 13:53:01,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,79709,Rue Laclotte 13,33000,Bordeaux,44.8485326,-0.5816281,1950,1416,2016-07-30 14:07:47,2016-07-30 14:15:52,0 +210483,2016-07-30 13:55:26,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79713,Rue Tastet 17,33000,Bordeaux,44.8352922,-0.5819312999999999,2320,1430,2016-07-30 14:11:29,2016-07-30 14:23:13,0 +210229,2016-07-30 12:28:06,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,79629,Rue Du Loup 38,33000,Bordeaux,44.8378633,-0.5733415000000001,1450,1462,2016-07-30 12:36:17,2016-07-30 12:40:33,0 +210510,2016-07-30 14:05:02,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79720,Cours De La Marne 71,33000,Bordeaux,44.8299256,-0.5684971999999999,3800,1462,2016-07-30 14:24:32,2016-07-30 14:30:46,0 +210239,2016-07-30 12:30:49,1216,Sushimi,8 Rue Courbin,33000,Bordeaux,44.841721,-0.572962,79632,Rue Sauteyron 39,33000,Bordeaux,44.83046359999999,-0.5744745,2790,1462,2016-07-30 12:44:20,2016-07-30 12:51:23,0 +210523,2016-07-30 14:12:28,1266,Sambo'S Shop,8 Rue Jean Burguet,33000,Bordeaux,44.834511,-0.578444,79728,Rue Saint-Nicolas 20,33800,Bordeaux,44.82736449999999,-0.5748215999999999,2750,1430,2016-07-30 14:26:44,2016-07-30 14:33:21,0 +210250,2016-07-30 12:33:41,1265,Chez Frango,23 Cours Portal,33000,Bordeaux,44.853027,-0.573322,79635,Cours Edouard Vaillant 35,33300,Bordeaux,44.8606007,-0.5582429999999999,1600,1405,2016-07-30 12:56:01,2016-07-30 13:03:56,0 +210256,2016-07-30 12:35:31,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79637,Rue Des Sablieres 41,33800,Bordeaux,44.825741,-0.5761274,1600,1430,2016-07-30 12:43:33,2016-07-30 12:54:26,0 +210258,2016-07-30 12:36:24,1265,Chez Frango,23 Cours Portal,33000,Bordeaux,44.853027,-0.573322,79639,Rue Prunier 101,33300,Bordeaux,44.8599122,-0.5739065999999999,2100,1420,2016-07-30 12:57:07,2016-07-30 13:02:57,0 +210586,2016-07-30 15:04:30,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,75905,Rue De La Prevote 3,33000,Bordeaux,44.8441797,-0.5850267,1650,1902,2016-07-30 15:18:29,2016-07-30 15:27:14,0 +210270,2016-07-30 12:41:00,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79644,Rue Lecocq 72 Ter,33000,Bordeaux,44.8344849,-0.5854412,1730,1461,2016-07-30 13:04:02,2016-07-30 13:06:47,0 +210296,2016-07-30 12:49:27,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79653,Avenue Charles De Gaulle 78,33200,Bordeaux,44.8490356,-0.601607,1250,1403,2016-07-30 13:01:17,2016-07-30 13:11:24,0 +210650,2016-07-30 16:46:33,1267,Lekkers,68 Quai Des Chartrons,33300,Bordeaux,44.853039,-0.56808,79770,Rue De Tivoli 42,33000,Bordeaux,44.8548974,-0.5906612,1910,1902,,,1 +210660,2016-07-30 17:07:41,1213,Lupo,"23 Place Pey Berland, 33000 Bordeaux",33000,Bordeaux,44.837158,-0.576632,78268,Quai Louis Xviii 5,33000,Bordeaux,44.8439813,-0.5709155,1789,1917,,,1 +210303,2016-07-30 12:51:46,1266,Sambo'S Shop,8 Rue Jean Burguet,33000,Bordeaux,44.834511,-0.578444,79656,Cite Mouneyra 6,33000,Bordeaux,44.8323473,-0.5844635,2050,1417,2016-07-30 13:10:07,2016-07-30 13:16:14,0 +210305,2016-07-30 12:51:56,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79657,Rue Fonfrede 72,33800,Bordeaux,44.8255934,-0.5687881,2550,1458,2016-07-30 13:00:49,2016-07-30 13:13:32,0 +210314,2016-07-30 12:54:30,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78930,Rue Du Loup 64,33000,Bordeaux,44.8379284,-0.5744606999999999,2060,1416,2016-07-30 13:19:15,2016-07-30 13:28:05,0 +210320,2016-07-30 12:56:08,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,79661,Rue Capdeville 50,33000,Bordeaux,44.8439792,-0.5884277,2000,1416,2016-07-30 13:13:03,2016-07-30 13:33:39,0 +210738,2016-07-30 18:36:49,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,75192,Rue Cruchinet 3 Bis,33800,Bordeaux,44.8282803,-0.5740767999999999,1450,1426,2016-07-30 18:58:05,2016-07-30 19:04:57,0 +210740,2016-07-30 18:37:20,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,79812,Rue Theresia Cabarrus 53,33000,Bordeaux,44.8238595,-0.5966503,1290,1430,2016-07-30 18:50:09,2016-07-30 19:05:07,0 +210344,2016-07-30 13:01:48,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79670,Rue De Lalande 22,33000,Bordeaux,44.8340583,-0.5749860999999999,1490,1462,2016-07-30 13:10:37,2016-07-30 13:19:38,0 +210760,2016-07-30 18:46:02,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,79594,Rue Bernard Adour 72,33200,Bordeaux,44.8385352,-0.6030561999999999,2070,1407,2016-07-30 19:04:03,2016-07-30 19:15:06,0 +210772,2016-07-30 18:50:33,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79828,Rue Thiac 41,33000,Bordeaux,44.843956,-0.5843895,6020,1414,2016-07-30 19:21:59,2016-07-30 19:35:21,0 +210353,2016-07-30 13:04:13,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,77592,Cours De La Somme 218,33800,Bordeaux,44.8223315,-0.5723672,2650,1462,2016-07-30 13:15:49,2016-07-30 13:26:03,0 +210397,2016-07-30 13:21:36,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,79680,Rue Poquelin Moliere 4,33000,Bordeaux,44.8399797,-0.5762754,1550,1405,2016-07-30 13:36:04,2016-07-30 13:40:41,0 +210831,2016-07-30 19:10:00,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79846,Rue Tiffonet 3,33800,Bordeaux,44.82997080000001,-0.5721143,3940,1902,2016-07-30 19:26:24,2016-07-30 19:42:45,0 +210400,2016-07-30 13:22:45,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,79681,Rue Saumenude 4,33800,Bordeaux,44.8320106,-0.5668432999999999,1300,1430,2016-07-30 13:51:13,2016-07-30 13:56:21,0 +210868,2016-07-30 19:16:40,1265,Chez Frango,23 Cours Portal,33000,Bordeaux,44.853027,-0.573322,79861,Rue Vital Mareille 7,33300,Bordeaux,44.8663259,-0.5727107,1850,1403,2016-07-30 19:28:53,2016-07-30 19:36:24,0 +210407,2016-07-30 13:25:44,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,79684,Rue Castillon 48,33110,Bordeaux,44.859618,-0.593731,1750,1424,2016-07-30 13:36:21,2016-07-30 13:48:23,0 +210875,2016-07-30 19:17:48,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,79865,Rue Casteja 10,33000,Bordeaux,44.8425388,-0.5821083,2210,1414,2016-07-30 19:50:09,2016-07-30 20:01:14,0 +210414,2016-07-30 13:29:24,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79686,Rue Courbin 7,33000,Bordeaux,44.8415367,-0.5730461,1810,1461,2016-07-30 13:54:31,2016-07-30 13:57:26,0 +210890,2016-07-30 19:21:13,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,79870,Cours De La Somme 25,33000,Bordeaux,44.8293983,-0.5725353,1650,2007,2016-07-30 19:27:33,2016-07-30 19:42:57,0 +210903,2016-07-30 19:23:56,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79876,Cours Pasteur 25,33000,Bordeaux,44.8354524,-0.5754927,3779,1426,2016-07-30 19:34:47,2016-07-30 19:38:49,0 +210415,2016-07-30 13:29:25,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,78940,Rue Edouard Larroque 36,33000,Bordeaux,44.8315573,-0.6022223,1540,1461,2016-07-30 14:04:21,2016-07-30 14:14:03,0 +211164,2016-07-30 20:03:28,1265,Chez Frango,23 Cours Portal,33000,Bordeaux,44.853027,-0.573322,79229,Rue De Laseppe 70,33000,Bordeaux,44.8529788,-0.5850312,5650,1407,2016-07-30 20:27:41,2016-07-30 20:36:23,0 +210926,2016-07-30 19:28:06,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,79890,Avenue Du President Robert Schuman 100,33110,Bordeaux,44.8577966,-0.5965661999999999,2700,1403,2016-07-30 19:46:31,2016-07-30 19:54:57,0 +210933,2016-07-30 19:28:54,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,79893,Rue Babin 36,33000,Bordeaux,44.822148,-0.5970131,1950,1420,2016-07-30 19:45:56,2016-07-30 19:55:21,0 +210945,2016-07-30 19:30:39,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79900,Rue Du Couvent 16,33000,Bordeaux,44.8507446,-0.5710947,1650,1416,2016-07-30 19:46:00,2016-07-30 19:49:15,0 +210953,2016-07-30 19:31:59,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79905,Rue Hippolyte Minier 33,33800,Bordeaux,44.8235407,-0.5678198999999999,1480,1462,2016-07-30 19:45:23,2016-07-30 19:58:26,0 +210958,2016-07-30 19:32:38,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,79906,Cours Du Medoc 75,33300,Bordeaux,44.8595135,-0.567983,1989,1422,2016-07-30 19:50:06,2016-07-30 20:07:45,0 +210959,2016-07-30 19:32:47,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79907,Cours De La Marne 15,33800,Bordeaux,44.830309,-0.5712351,1330,1462,2016-07-30 19:45:28,2016-07-30 19:53:40,0 +211198,2016-07-30 20:07:49,1256,Pitaya Stalingrad,36 Place De Stalingrad,33100,Bordeaux,44.840912,-0.559553,80014,Rue Laplace 14,33100,Bordeaux,44.8479178,-0.5379524,3250,2007,2016-07-30 20:24:57,2016-07-30 20:57:12,0 +210963,2016-07-30 19:33:23,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,79911,Rue Georges Bonnac 74,33000,Bordeaux,44.8397053,-0.5855431,1450,1417,2016-07-30 19:51:43,2016-07-30 20:04:26,0 +210964,2016-07-30 19:33:29,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,79912,Rue Judaique 96,33000,Bordeaux,44.8411608,-0.5865775999999999,2500,1416,2016-07-30 19:45:54,2016-07-30 19:56:19,0 +210982,2016-07-30 19:35:50,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,79920,Rue Gaspard Philippe 3,33000,Bordeaux,44.833956,-0.566577,2910,2013,2016-07-30 19:55:16,2016-07-30 20:15:48,0 +211218,2016-07-30 20:10:33,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,80022,Rue Giner De Los Rios 25,33800,Bordeaux,44.82787,-0.5710516,2350,1420,2016-07-30 20:29:17,2016-07-30 20:34:50,0 +210997,2016-07-30 19:39:46,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79929,Rue Servandoni 64,33000,Bordeaux,44.8337777,-0.5840013000000001,2130,1471,2016-07-30 19:57:04,2016-07-30 20:02:55,0 +210999,2016-07-30 19:40:01,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79931,Rue Des Trois-Conils 10,33000,Bordeaux,44.8387233,-0.5749896999999999,1950,1817,2016-07-30 19:55:54,2016-07-30 20:07:35,0 +211004,2016-07-30 19:41:01,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79934,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,1350,1426,2016-07-30 19:50:30,2016-07-30 19:54:24,0 +211009,2016-07-30 19:41:49,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,79936,Rue Neuve 14,33000,Bordeaux,44.83716260000001,-0.5692237,6240,1415,2016-07-30 20:00:20,2016-07-30 20:09:16,0 +211224,2016-07-30 20:11:05,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,80026,Rue Dupaty 127,33300,Bordeaux,44.8610947,-0.5590109,3050,1403,2016-07-30 20:24:43,2016-07-30 20:32:19,0 +211022,2016-07-30 19:44:20,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,79941,Rue De La Vieille Tour 14,33000,Bordeaux,44.8411971,-0.5796273,1300,1411,2016-07-30 20:06:16,2016-07-30 20:12:02,0 +211229,2016-07-30 20:11:34,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80029,Rue Guadet 18,33000,Bordeaux,44.8534528,-0.5787933,1590,1817,2016-07-30 20:27:23,2016-07-30 20:38:22,0 +211233,2016-07-30 20:11:55,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80031,Place Saint-Pierre 1,33000,Bordeaux,44.8396897,-0.5706097,1350,1462,2016-07-30 20:22:40,2016-07-30 20:24:45,0 +211052,2016-07-30 19:47:44,1242,Fufu Saint Remi,37 Rue Saint Remi,33000,Bordeaux,44.841438,-0.572537,74791,Cours D'Albret 83,33000,Bordeaux,44.83473619999999,-0.5807051999999999,1050,1424,2016-07-30 19:59:28,2016-07-30 20:06:35,0 +211055,2016-07-30 19:47:53,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79951,Rue Matignon 19,33000,Bordeaux,44.850675,-0.5852400999999999,2020,1407,2016-07-30 20:03:24,2016-07-30 20:15:49,0 +211064,2016-07-30 19:49:13,1211,Haru Haru,93 Cours Gambetta,33400,Bordeaux,44.8181798,-0.5851184,79956,Rue Jules Ferry 8,33400,Bordeaux,44.8186746,-0.5802976,1650,1420,2016-07-30 20:00:41,2016-07-30 20:04:44,0 +211075,2016-07-30 19:51:38,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,79964,Rue Desse 52,33000,Bordeaux,44.8284946,-0.588137,2100,1461,2016-07-30 20:03:36,2016-07-30 20:23:05,0 +211242,2016-07-30 20:12:51,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80036,Cours De L'Argonne 134,33800,Bordeaux,44.8263696,-0.5767346,2300,1458,2016-07-30 20:30:03,2016-07-30 20:36:34,0 +211269,2016-07-30 20:15:40,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,80044,Cours De L'Intendance 62,33000,Bordeaux,44.8416129,-0.5791577,1330,1430,2016-07-30 20:25:24,2016-07-30 20:44:55,0 +211102,2016-07-30 19:56:43,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,79974,Rue De Lurbe 22,33000,Bordeaux,44.8431163,-0.580502,1550,1430,2016-07-30 20:11:35,2016-07-30 20:21:24,0 +211115,2016-07-30 19:58:13,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,78989,Rue De La Rousselle 39,33000,Bordeaux,44.8370395,-0.5683842,1939,1817,2016-07-30 20:16:46,2016-07-30 20:23:14,0 +211120,2016-07-30 19:59:14,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,79982,Rue Calve 39,33000,Bordeaux,44.850965,-0.5904863,3450,1415,2016-07-30 20:21:14,2016-07-30 20:31:33,0 +211281,2016-07-30 20:17:36,1225,Billy Factory,5 Place Louis Barthou,33000,Bordeaux,44.827942,-0.59441,80050,Rue Saint-Remi 25,33000,Bordeaux,44.84142869999999,-0.5719069,1650,1470,2016-07-30 20:47:01,2016-07-30 21:08:53,0 +211132,2016-07-30 20:00:22,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,79989,Rue Maurice 47,33300,Bordeaux,44.8587196,-0.5637679,1450,1403,2016-07-30 20:13:28,2016-07-30 20:29:10,0 +211134,2016-07-30 20:00:35,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,79990,Rue Batailley 5,33000,Bordeaux,44.8385634,-0.5927257,3340,1998,2016-07-30 20:14:34,2016-07-30 20:32:27,0 +211138,2016-07-30 20:00:57,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,79992,Rue De Pessac 18-20,33000,Bordeaux,44.8306244,-0.5791144000000001,3550,1461,2016-07-30 20:11:46,2016-07-30 20:28:05,0 +211139,2016-07-30 20:01:02,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,79993,Rue Du Mirail 19,33000,Bordeaux,44.8341514,-0.5713275999999999,1400,2013,2016-07-30 20:24:15,2016-07-30 20:29:31,0 +211147,2016-07-30 20:02:02,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,79996,Rue Henri Iv 68,33000,Bordeaux,44.83197639999999,-0.5750737,1340,1458,2016-07-30 20:21:22,2016-07-30 20:26:32,0 +211152,2016-07-30 20:02:22,1256,Pitaya Stalingrad,36 Place De Stalingrad,33100,Bordeaux,44.840912,-0.559553,79998,Hlm Midi 3,33270,Bordeaux,44.8377811,-0.5398575999999999,3250,2007,2016-07-30 20:25:10,2016-07-30 20:38:25,0 +211283,2016-07-30 20:17:44,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,80051,Place De La Victoire 16,33000,Bordeaux,44.8304515,-0.5731404,1450,1462,2016-07-30 20:30:59,2016-07-30 20:46:10,0 +211153,2016-07-30 20:02:38,1267,Lekkers,68 Quai Des Chartrons,33300,Bordeaux,44.853039,-0.56808,78788,Rue Porte De La Monnaie 29,33800,Bordeaux,44.8321496,-0.5631799,2190,1422,,,1 +211288,2016-07-30 20:18:11,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80053,Rue Barrau 5,33000,Bordeaux,44.8260581,-0.5782250999999999,2490,1409,2016-07-30 20:40:14,2016-07-30 20:47:55,0 +211301,2016-07-30 20:20:53,1263,Noorn Akorn,8 Cours D'Albret,33000,Bordeaux,44.838734,-0.581611,80061,Cours D'Alsace-Et-Lorraine 7,33000,Bordeaux,44.8380932,-0.5680670999999999,3750,1411,2016-07-30 20:35:45,2016-07-30 20:49:45,0 +211304,2016-07-30 20:21:06,1220,Jardin Phnom Penh,1 Rue Du Cerf Volant,33000,Bordeaux,44.838287,-0.570993,80062,Rue Minvielle 24,33000,Bordeaux,44.8533359,-0.5722665000000001,3000,2013,2016-07-30 20:46:30,2016-07-30 20:59:14,0 +211553,2016-07-30 20:50:28,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80184,Rue Honore Picon 18,33100,Bordeaux,44.8415421,-0.5598141999999999,5180,1417,2016-07-30 21:33:02,2016-07-30 21:44:09,0 +211554,2016-07-30 20:50:34,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,80185,Passage Hermitte 76,33000,Bordeaux,44.8323778,-0.5979375,2540,1470,2016-07-30 21:14:19,2016-07-30 21:29:16,0 +211555,2016-07-30 20:50:37,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80186,Rue De La Ville De Mirmont 10,33000,Bordeaux,44.84692930000001,-0.5795985,3429,1409,2016-07-30 21:17:18,2016-07-30 21:33:37,0 +211306,2016-07-30 20:21:10,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,80063,Cours De L'Argonne 14,33000,Bordeaux,44.8298523,-0.5729818,1250,1458,2016-07-30 20:45:27,2016-07-30 20:50:41,0 +211309,2016-07-30 20:21:31,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80065,Rue Turenne 60,33000,Bordeaux,44.8456362,-0.5839462999999999,2190,1424,2016-07-30 20:44:49,2016-07-30 20:50:16,0 +211311,2016-07-30 20:21:41,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,80066,Rue De Riviere 14 Bis,33000,Bordeaux,44.8545895,-0.5888850999999999,1450,1415,2016-07-30 20:37:39,2016-07-30 20:47:48,0 +211590,2016-07-30 20:54:42,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,80204,Rue Du Jardin Public 183,33300,Bordeaux,44.8566262,-0.5733922,1550,1415,2016-07-30 21:12:01,2016-07-30 21:16:21,0 +211593,2016-07-30 20:55:11,1239,Tam Tam Saigon,7 Rue Paulin,33000,Bordeaux,44.846516,-0.588076,80206,Rue Pierre 48,33000,Bordeaux,44.83888109999999,-0.5931356999999999,3640,1424,2016-07-30 21:22:09,2016-07-30 21:27:48,0 +211315,2016-07-30 20:21:58,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,80068,Rue Toulouse Lautrec 12,33000,Bordeaux,44.8401153,-0.5807992,2850,1471,2016-07-30 20:36:25,2016-07-30 20:47:29,0 +211596,2016-07-30 20:55:46,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80207,Cours De La Marne 71,33800,Bordeaux,44.8297535,-0.5685724,2260,1414,2016-07-30 21:17:59,2016-07-30 21:25:04,0 +211604,2016-07-30 20:57:10,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80213,Rue Sauteyron 42,33000,Bordeaux,44.8309061,-0.5743011,2540,1462,2016-07-30 21:19:03,2016-07-30 21:24:21,0 +211320,2016-07-30 20:22:52,1214,Koh I Noor,3 Rue Du Puits Descujols,33000,Bordeaux,44.841011,-0.570755,80072,Rue Du Tondu 95,33000,Bordeaux,44.8306107,-0.584649,4150,1416,2016-07-30 20:40:37,2016-07-30 20:53:09,0 +211620,2016-07-30 20:59:12,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80220,Rue Lefol 17,33800,Bordeaux,44.822116,-0.5640639,2830,1416,2016-07-30 21:37:15,2016-07-30 21:47:33,0 +211335,2016-07-30 20:24:11,1246,Thai Paradise,70 Rue Des Ayres,33000,Bordeaux,44.836327,-0.575572,80079,Avenue Jeanne D'Arc 20,33000,Bordeaux,44.8267427,-0.593746,1950,1998,,,1 +211626,2016-07-30 20:59:59,1217,Henny'S Burger,22 Rue Fondaudege,33000,Bordeaux,44.845875,-0.579345,80224,Rue Cadroin 52,33000,Bordeaux,44.8280881,-0.5768124,3520,1430,2016-07-30 21:34:45,2016-07-30 21:47:07,0 +211638,2016-07-30 21:01:57,1245,Eatsalad,55 Rue Saint Remi,33000,Bordeaux,44.841286,-0.573413,80228,Cours De L'Argonne 63,33000,Bordeaux,44.8286506,-0.5746177,2130,1416,2016-07-30 21:11:05,2016-07-30 21:45:42,0 +211657,2016-07-30 21:04:25,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,79528,Rue Edmond Costedoat 29,33000,Bordeaux,44.8310742,-0.5784439,2720,2013,2016-07-30 21:33:26,2016-07-30 21:42:03,0 +211359,2016-07-30 20:27:07,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,79219,Rue Du Pont De La Mousque 24,33000,Bordeaux,44.8418427,-0.5727019999999999,4590,1817,2016-07-30 20:48:18,2016-07-30 20:55:12,0 +211673,2016-07-30 21:05:57,1266,Sambo'S Shop,8 Rue Jean Burguet,33000,Bordeaux,44.834511,-0.578444,80242,Rue Lafontaine 35,33800,Bordeaux,44.8268384,-0.5708527,3690,1471,2016-07-30 21:27:01,2016-07-30 21:33:00,0 +211687,2016-07-30 21:07:51,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80247,Cours De L'Yser 205,33800,Bordeaux,44.8220466,-0.5715914999999999,1480,1420,2016-07-30 21:34:54,2016-07-30 21:44:07,0 +211363,2016-07-30 20:27:45,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,80095,Rue De La Porte Saint-Jean 8,33000,Bordeaux,44.837728,-0.5682188,2400,1817,2016-07-30 20:42:51,2016-07-30 21:01:17,0 +211694,2016-07-30 21:09:38,1244,Fufu Chartrons,71 Cours Portal,33300,Bordeaux,44.85516,-0.572128,80251,Rue Delord 68,33300,Bordeaux,44.8605192,-0.5597696999999999,1850,1415,2016-07-30 21:22:25,2016-07-30 21:26:54,0 +211380,2016-07-30 20:30:03,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80104,Rue Du Docteur Albert Barraud 143,33000,Bordeaux,44.8484576,-0.5831115,1490,1461,2016-07-30 20:50:57,2016-07-30 20:58:50,0 +211386,2016-07-30 20:30:34,1227,Cilicie,4 Rue Des Bahutiers,33000,Bordeaux,44.839531,-0.570651,80108,Place Charles Gruet 22,33000,Bordeaux,44.8466782,-0.5809398,4250,1422,2016-07-30 20:43:46,2016-07-30 20:59:31,0 +211753,2016-07-30 21:20:02,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80273,Rue Du Chai Des Farines 22,33000,Bordeaux,44.8391999,-0.5689409,3240,1458,2016-07-30 21:41:43,2016-07-30 21:45:44,0 +211388,2016-07-30 20:30:59,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80109,Allee D'Orleans 28,33000,Bordeaux,44.8436986,-0.5727521,2130,1414,2016-07-30 20:49:12,2016-07-30 20:58:19,0 +211759,2016-07-30 21:20:32,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80277,Cours De La Somme 127,33800,Bordeaux,44.8257462,-0.5732807,2980,1817,2016-07-30 21:46:13,2016-07-30 21:56:24,0 +211767,2016-07-30 21:21:58,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80280,Rue De Lescure 26,33000,Bordeaux,44.8328755,-0.6005678,1739,1410,2016-07-30 21:46:04,2016-07-30 22:04:43,0 +211397,2016-07-30 20:31:55,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80111,Rue Des Trois-Conils 4,33000,Bordeaux,44.8388325,-0.5746124,1420,1417,2016-07-30 20:46:18,2016-07-30 20:51:03,0 +211770,2016-07-30 21:22:34,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,74631,Rue Saint-Jean 85,33800,Bordeaux,44.8248735,-0.5683764,1800,1998,2016-07-30 21:41:41,2016-07-30 21:54:29,0 +211786,2016-07-30 21:24:08,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,80288,Rue De Lyon 65,33000,Bordeaux,44.8479107,-0.5920831,2300,1462,2016-07-30 21:33:42,2016-07-30 21:41:45,0 +211405,2016-07-30 20:32:53,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,80114,Rue Jean Dollfus 2,33100,Bordeaux,44.8458207,-0.5572484,2580,1410,2016-07-30 20:50:34,2016-07-30 20:58:30,0 +211791,2016-07-30 21:25:33,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,80292,Rue Pauline Kergomard 3,33800,Bordeaux,44.82313449999999,-0.5768487000000001,1440,1817,2016-07-30 21:51:11,2016-07-30 22:00:44,0 +211802,2016-07-30 21:26:59,1250,Que Toi,39 Cours D'Alsace-Et-Lorraine,33000,Bordeaux,44.837921,-0.572655,80299,Rue De Lalande 54,33000,Bordeaux,44.8328105,-0.5750839999999999,3100,1416,2016-07-30 22:01:34,2016-07-30 22:08:09,0 +211408,2016-07-30 20:33:26,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,80116,Rue Binaud 42,33300,Bordeaux,44.8584843,-0.5703737999999999,1450,2013,2016-07-30 20:50:32,2016-07-30 21:04:59,0 +211811,2016-07-30 21:29:15,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80303,Passage Birly 28,33800,Bordeaux,44.8210383,-0.5745384,2860,1471,2016-07-30 21:56:38,2016-07-30 22:07:10,0 +211817,2016-07-30 21:30:19,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,80307,Rue Jean Soula 24,33000,Bordeaux,44.8417678,-0.5902303,4900,2013,2016-07-30 21:50:53,2016-07-30 22:12:54,0 +211822,2016-07-30 21:31:27,1265,Chez Frango,23 Cours Portal,33000,Bordeaux,44.853027,-0.573322,80311,Rue Du Professeur Demons 4,33000,Bordeaux,44.846326,-0.5792183,4050,1415,2016-07-30 21:49:19,2016-07-30 21:53:32,0 +211824,2016-07-30 21:31:42,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,80312,Rue Thiac 24,33000,Bordeaux,44.8436228,-0.5830795,1450,1424,2016-07-30 21:40:35,2016-07-30 21:45:45,0 +211410,2016-07-30 20:33:36,1221,Le Veneto,25 Allee De Tourny,33000,Bordeaux,44.84473,-0.578606,80118,Rue Du Palais Gallien 157,33000,Bordeaux,44.8470835,-0.5819766,2110,1424,2016-07-30 20:54:16,2016-07-30 20:58:39,0 +211834,2016-07-30 21:33:48,1212,Cote Terrasse,198 Cours De L'Argonne,33800,Bordeaux,44.824543,-0.578545,78506,Cours D'Albret 100,33000,Bordeaux,44.8327483,-0.5794673,2950,1470,2016-07-30 21:53:21,2016-07-30 22:05:03,0 +211838,2016-07-30 21:34:15,1207,Le Jardin Pekinois,9 Rue Des Freres Bonie,33000,Bordeaux,44.837078,-0.579572,80307,Rue Jean Soula 24,33000,Bordeaux,44.8417678,-0.5902303,2200,2013,2016-07-30 22:05:25,2016-07-30 22:11:41,0 +211845,2016-07-30 21:35:38,1260,L'Epicerie Bordelaise,14 Rue Ravez,33000,Bordeaux,44.837101,-0.57272,80322,Place Paul Et Jean Paul Avisseau 12,33300,Bordeaux,44.8553722,-0.5670307,5050,1424,2016-07-30 22:03:22,2016-07-30 22:13:35,0 +211414,2016-07-30 20:34:02,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,80119,Rue Gay Lussac 20,33100,Bordeaux,44.8479962,-0.5389155999999999,2320,1407,2016-07-30 20:54:50,2016-07-30 21:06:37,0 +211415,2016-07-30 20:34:16,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80120,Rue Saint-Nicolas 28,33800,Bordeaux,44.8274105,-0.5744838,3350,1462,2016-07-30 20:45:57,2016-07-30 20:53:25,0 +211873,2016-07-30 21:42:41,1234,Mille Et Une Saveurs,"96 Avenue Thiers, 33100 Bordeaux",33100,Bordeaux,44.843746,-0.554713,80336,Rue Saint-James 16,33000,Bordeaux,44.8363773,-0.5713289000000001,1700,1458,2016-07-30 22:30:53,2016-07-30 22:36:00,0 +211428,2016-07-30 20:35:51,1223,Bag'Elles Coffee,19 Rue Du Mirail,33000,Bordeaux,44.83419,-0.571462,80131,Rue Moulinie 34,33000,Bordeaux,44.8325767,-0.5743935,1830,1458,2016-07-30 20:55:55,2016-07-30 20:59:15,0 +211884,2016-07-30 21:45:16,1215,Moon Wok,17 Place Fernand Lafargue,33000,Bordeaux,44.837299,-0.572124,80341,Avenue Emile Counord 66,33300,Bordeaux,44.8583131,-0.5747824,1510,1422,2016-07-30 22:19:06,2016-07-30 22:32:43,0 +211886,2016-07-30 21:45:22,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80342,Rue De Lurbe 42,33000,Bordeaux,44.84320169999999,-0.5813754,1260,1462,2016-07-30 22:09:17,2016-07-30 22:15:13,0 +211887,2016-07-30 21:45:36,1258,Pitaya Saint-Remi,42 Rue Saint Remi,33000,Bordeaux,44.84127,-0.572691,80343,Place De La Bourse 1,33000,Bordeaux,44.8410114,-0.5698930999999999,1450,1415,2016-07-30 22:01:24,2016-07-30 22:20:26,0 +211448,2016-07-30 20:37:32,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80138,Rue De La Rousselle 39,33000,Bordeaux,44.8370395,-0.5683842,1300,1458,2016-07-30 20:52:59,2016-07-30 21:08:09,0 +211919,2016-07-30 21:52:34,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80357,Cours De L'Yser 59,33800,Bordeaux,44.82763749999999,-0.5692632,4530,1415,2016-07-30 22:24:57,2016-07-30 22:31:10,0 +211458,2016-07-30 20:38:38,1236,Marhaba,27 Rue Des Faures,33800,Bordeaux,44.834766,-0.565754,80142,Rue Du Loup 80,33000,Bordeaux,44.8375925,-0.5751784999999999,3050,1420,2016-07-30 21:08:35,2016-07-30 21:13:31,0 +211937,2016-07-30 21:56:30,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80364,Rue De Begles 207,33800,Bordeaux,44.8204686,-0.5658826,1550,1998,2016-07-30 22:09:49,2016-07-30 22:20:30,0 +211959,2016-07-30 22:07:41,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80374,Rue Cornac 4,33000,Bordeaux,44.8509545,-0.5721066,1730,1409,2016-07-30 22:24:02,2016-07-30 22:42:09,0 +211961,2016-07-30 22:08:35,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80376,Rue Mauriac 4,33000,Bordeaux,44.8356333,-0.5673574,2110,1817,2016-07-30 22:25:56,2016-07-30 22:34:44,0 +211470,2016-07-30 20:40:06,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80150,Rue Bertrand De Goth 77,33800,Bordeaux,44.8206584,-0.5781041,1450,1403,2016-07-30 21:04:27,2016-07-30 21:11:31,0 +211483,2016-07-30 20:41:19,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80154,Cours Georges Clemenceau 19,33000,Bordeaux,44.8426144,-0.5797966,4370,1417,2016-07-30 20:58:38,2016-07-30 21:05:40,0 +211990,2016-07-30 22:15:41,1231,Umami Ramen,8 Place Fernand Lafargue,33000,Bordeaux,44.83691,-0.573943,79140,Cours Journu Auber 18B,33300,Bordeaux,44.8583873,-0.5683251,2150,1471,2016-07-30 22:27:42,2016-07-30 22:39:56,0 +212001,2016-07-30 22:21:42,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,80396,Cours De L'Argonne 38,33000,Bordeaux,44.829183,-0.5735610999999999,2050,1416,2016-07-30 22:42:26,2016-07-30 22:56:09,0 +212010,2016-07-30 22:25:20,1205,Taj Mahal,24 Rue Du Parlement Sainte-Catherine,33000,Bordeaux,44.840405,-0.57394,80400,Boulevard President Franklin Roosevelt 15,33400,Bordeaux,44.82059090000001,-0.5820482,2000,1410,2016-07-30 22:43:33,2016-07-30 23:02:32,0 +212012,2016-07-30 22:25:58,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80401,Rue Neuve 39,33000,Bordeaux,44.8362618,-0.5694502,1450,1415,2016-07-30 22:40:48,2016-07-30 22:46:24,0 +211488,2016-07-30 20:42:34,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80158,Rue Cazemajor 13,33800,Bordeaux,44.825148,-0.5676435,1450,1998,2016-07-30 21:04:11,2016-07-30 21:14:31,0 +212021,2016-07-30 22:29:52,1249,Pitaya Sainte Catherine,275 Rue Sainte Catherine,33000,Bordeaux,44.831692,-0.573207,80400,Boulevard President Franklin Roosevelt 15,33400,Bordeaux,44.82059090000001,-0.5820482,2250,1410,2016-07-30 22:50:16,2016-07-30 23:02:54,0 +211501,2016-07-30 20:44:50,1204,Max A Table,36 Rue Cornac,33000,Bordeaux,44.851402,-0.57587,80163,Rue Marsan 22,33300,Bordeaux,44.8561327,-0.576172,1250,1415,2016-07-30 21:02:32,2016-07-30 21:06:19,0 +211508,2016-07-30 20:45:55,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80168,Rue Des Sablieres 42,33800,Bordeaux,44.825488,-0.5752645,1680,1461,2016-07-30 21:13:31,2016-07-30 21:19:45,0 +211510,2016-07-30 20:46:05,1219,La Tagliatella,14 Rue Guiraude,33000,Bordeaux,44.8393877,-0.5747810999999999,80169,Rue Pasteur 35,33200,Bordeaux,44.8450528,-0.6011569999999999,4085,1411,2016-07-30 21:11:00,2016-07-30 21:23:24,0 +211519,2016-07-30 20:46:55,1254,Funky Burger,5 Rue Du Loup,33000,Bordeaux,44.838081,-0.572281,80172,Rue Monadey 28,33800,Bordeaux,44.8288161,-0.5707895,2050,1817,2016-07-30 21:05:46,2016-07-30 21:14:07,0