From 23ca5c46487542d303ebd0858a7a0a180de2a9cb Mon Sep 17 00:00:00 2001
From: Alessandro Cerioni <acerioni@grandlyon.com>
Date: Tue, 10 Mar 2020 00:16:01 +0100
Subject: [PATCH] Overall update
---
0_Introduction.ipynb | 34 +-
1_Instructions_de_base.ipynb | 25 +-
2_Types_simples.ipynb | 200 +--
3_Types_moins_simples.ipynb | 250 ++--
4_Copies_de_variables.ipynb | 45 +-
5_Fonctions.ipynb | 117 +-
6_Classes.ipynb | 49 +-
7_Modules_et_paquets.ipynb | 244 ++--
8_pip_virtualenv.ipynb | 2 +-
9_The_chase.ipynb | 2576 ++++++++++++++++++----------------
10 files changed, 1788 insertions(+), 1754 deletions(-)
diff --git a/0_Introduction.ipynb b/0_Introduction.ipynb
index 1fc0161..21b5b29 100644
--- a/0_Introduction.ipynb
+++ b/0_Introduction.ipynb
@@ -17,7 +17,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 1,
"metadata": {},
"outputs": [
{
@@ -26,7 +26,7 @@
"'Hello, world!'"
]
},
- "execution_count": 7,
+ "execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
@@ -37,7 +37,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -46,7 +46,7 @@
"'Hello, world!'"
]
},
- "execution_count": 8,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -57,7 +57,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -66,7 +66,7 @@
"3"
]
},
- "execution_count": 9,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -78,9 +78,7 @@
{
"cell_type": "code",
"execution_count": null,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": []
},
@@ -109,18 +107,18 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
"ename": "TypeError",
- "evalue": "Can't convert 'int' object to str implicitly",
+ "evalue": "can only concatenate str (not \"int\") to str",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-10-465e48023fdd>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m\"Hello\"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
- "\u001b[0;31mTypeError\u001b[0m: Can't convert 'int' object to str implicitly"
+ "\u001b[0;32m<ipython-input-4-48a28808618d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m\"Hello\"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m: can only concatenate str (not \"int\") to str"
]
}
],
@@ -138,7 +136,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -148,7 +146,7 @@
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-11-05c9758a9c21>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m1\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-5-9e1622b385b6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m1\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mZeroDivisionError\u001b[0m: division by zero"
]
}
@@ -159,7 +157,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -191,7 +189,7 @@
"* Crée par Guido van Rossum, au \"Centrum voor Wiskunde en Informatica\" d'Amsterdam\n",
"* 20 février 1991 : première version, v. 0.9.0\n",
"* Décembre 2008 : publication de la version 3.0 \n",
- "* 25 mars 2019 : publication de la version 3.7.3 (la plus recente au jour d'aujourd'hui)"
+ "* 24 février 2020 : publication de la version 3.8.2"
]
},
{
@@ -257,7 +255,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/1_Instructions_de_base.ipynb b/1_Instructions_de_base.ipynb
index a9ab554..73b6a2e 100644
--- a/1_Instructions_de_base.ipynb
+++ b/1_Instructions_de_base.ipynb
@@ -75,7 +75,6 @@
" '_ii',\n",
" '_iii',\n",
" '_oh',\n",
- " '_sh',\n",
" 'a',\n",
" 'b',\n",
" 'exit',\n",
@@ -102,9 +101,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"z = 2\n",
@@ -123,7 +120,7 @@
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-4-a8a78d0ff555>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mz\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-4-3a710d2a84f8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mz\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mNameError\u001b[0m: name 'z' is not defined"
]
}
@@ -335,6 +332,9 @@
" | \n",
" | Methods defined here:\n",
" | \n",
+ " | __bool__(self, /)\n",
+ " | self != 0\n",
+ " | \n",
" | __contains__(self, key, /)\n",
" | Return key in self.\n",
" | \n",
@@ -371,11 +371,8 @@
" | __ne__(self, value, /)\n",
" | Return self!=value.\n",
" | \n",
- " | __new__(*args, **kwargs) from builtins.type\n",
- " | Create and return a new object. See help(type) for accurate signature.\n",
- " | \n",
" | __reduce__(...)\n",
- " | helper for pickle\n",
+ " | Helper for pickle.\n",
" | \n",
" | __repr__(self, /)\n",
" | Return repr(self).\n",
@@ -387,10 +384,16 @@
" | rangeobject.count(value) -> integer -- return number of occurrences of value\n",
" | \n",
" | index(...)\n",
- " | rangeobject.index(value, [start, [stop]]) -> integer -- return index of value.\n",
+ " | rangeobject.index(value) -> integer -- return index of value.\n",
" | Raise ValueError if the value is not present.\n",
" | \n",
" | ----------------------------------------------------------------------\n",
+ " | Static methods defined here:\n",
+ " | \n",
+ " | __new__(*args, **kwargs) from builtins.type\n",
+ " | Create and return a new object. See help(type) for accurate signature.\n",
+ " | \n",
+ " | ----------------------------------------------------------------------\n",
" | Data descriptors defined here:\n",
" | \n",
" | start\n",
@@ -423,7 +426,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/2_Types_simples.ipynb b/2_Types_simples.ipynb
index 7ba9b15..3741765 100644
--- a/2_Types_simples.ipynb
+++ b/2_Types_simples.ipynb
@@ -16,7 +16,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 1,
"metadata": {},
"outputs": [
{
@@ -25,7 +25,7 @@
"int"
]
},
- "execution_count": 11,
+ "execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
@@ -37,7 +37,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -46,7 +46,7 @@
"2"
]
},
- "execution_count": 12,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -57,7 +57,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -66,7 +66,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -75,7 +75,7 @@
"3"
]
},
- "execution_count": 14,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -93,7 +93,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -102,7 +102,7 @@
"0.5"
]
},
- "execution_count": 15,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -113,7 +113,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -122,7 +122,7 @@
"float"
]
},
- "execution_count": 16,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -140,7 +140,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -149,7 +149,7 @@
"0"
]
},
- "execution_count": 17,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -167,7 +167,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -176,7 +176,7 @@
"False"
]
},
- "execution_count": 18,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -187,7 +187,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -196,7 +196,7 @@
"True"
]
},
- "execution_count": 19,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -207,7 +207,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -216,7 +216,7 @@
"bool"
]
},
- "execution_count": 20,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -227,7 +227,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
@@ -245,10 +245,8 @@
},
{
"cell_type": "code",
- "execution_count": 22,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 12,
+ "metadata": {},
"outputs": [],
"source": [
"z = a==b"
@@ -263,7 +261,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -272,7 +270,7 @@
"True"
]
},
- "execution_count": 23,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -283,7 +281,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
@@ -292,7 +290,7 @@
"True"
]
},
- "execution_count": 24,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -310,10 +308,8 @@
},
{
"cell_type": "code",
- "execution_count": 25,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 15,
+ "metadata": {},
"outputs": [],
"source": [
"b = \"ceci est une chaîne de caractères\""
@@ -321,7 +317,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -330,7 +326,7 @@
"'ceci est une chaîne de caractères'"
]
},
- "execution_count": 26,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -341,7 +337,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -350,7 +346,7 @@
"str"
]
},
- "execution_count": 27,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -361,10 +357,8 @@
},
{
"cell_type": "code",
- "execution_count": 28,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 18,
+ "metadata": {},
"outputs": [],
"source": [
"c = \"\"\"\n",
@@ -375,7 +369,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
@@ -384,7 +378,7 @@
"'\\nCeci est une châine de caractères\\nsur plusieurs lignes\\n'"
]
},
- "execution_count": 29,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -395,7 +389,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -422,7 +416,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -431,7 +425,7 @@
"'ceci est une chaîne de caractères !'"
]
},
- "execution_count": 31,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -442,7 +436,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -451,7 +445,7 @@
"'!!!'"
]
},
- "execution_count": 32,
+ "execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
@@ -462,7 +456,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -471,7 +465,7 @@
"'!!!'"
]
},
- "execution_count": 33,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -482,7 +476,7 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -491,7 +485,7 @@
"33"
]
},
- "execution_count": 34,
+ "execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
@@ -502,7 +496,7 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 25,
"metadata": {},
"outputs": [
{
@@ -523,6 +517,7 @@
" '__gt__',\n",
" '__hash__',\n",
" '__init__',\n",
+ " '__init_subclass__',\n",
" '__iter__',\n",
" '__le__',\n",
" '__len__',\n",
@@ -553,6 +548,7 @@
" 'index',\n",
" 'isalnum',\n",
" 'isalpha',\n",
+ " 'isascii',\n",
" 'isdecimal',\n",
" 'isdigit',\n",
" 'isidentifier',\n",
@@ -586,7 +582,7 @@
" 'zfill']"
]
},
- "execution_count": 35,
+ "execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
@@ -597,7 +593,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
@@ -606,7 +602,7 @@
"'CECI EST UNE CHAÎNE DE CARACTÈRES'"
]
},
- "execution_count": 36,
+ "execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
@@ -617,7 +613,7 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 27,
"metadata": {},
"outputs": [
{
@@ -626,7 +622,7 @@
"['ceci', 'est', 'une', 'chaîne', 'de', 'caractères']"
]
},
- "execution_count": 37,
+ "execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
@@ -637,7 +633,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
@@ -646,7 +642,7 @@
"'ceci, est, une, chaîne, de, caractères'"
]
},
- "execution_count": 38,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
@@ -664,7 +660,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
@@ -673,18 +669,18 @@
"'Oui, ceci est une chaîne de caractères!'"
]
},
- "execution_count": 39,
+ "execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "\"Oui, %s!\" % (b) # old style"
+ "\"Oui, %s!\" % (b) # very old style"
]
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
@@ -693,18 +689,18 @@
"'Oui, ceci est une chaîne de caractères!'"
]
},
- "execution_count": 40,
+ "execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "\"Oui, {0}!\".format(b) # new style"
+ "\"Oui, {0}!\".format(b) # old style, Python 2.6+"
]
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 31,
"metadata": {},
"outputs": [
{
@@ -713,38 +709,47 @@
"'Oui, ceci est une chaîne de caractères!'"
]
},
- "execution_count": 41,
+ "execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "\"{0}, {1}!\".format(\"Oui\", b)"
+ "\"{0}, {1}!\".format(\"Oui\", b) "
]
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "'Voici un numéro avec 3 chiffres décimaux: 1.235'"
+ "'Oui, ceci est une chaîne de caractères!'"
]
},
- "execution_count": 42,
+ "execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "\"Voici un numéro avec 3 chiffres décimaux: %.3f\" % (1.23456)"
+ "f\"Oui, {b}!\" # new style, Python 3.6+"
]
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 33,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "my_num = 1.23456"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
"metadata": {},
"outputs": [
{
@@ -753,20 +758,20 @@
"'Voici un numéro avec 3 chiffres décimaux: 1.235'"
]
},
- "execution_count": 43,
+ "execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "\"Voici un numéro avec 3 chiffres décimaux: {0:.4}\".format(1.23456)"
+ "f\"Voici un numéro avec 3 chiffres décimaux: {my_num:.3f}\""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "Pour plus d'info, cf. https://pyformat.info/"
+ "Pour plus d'info, cf. https://pyformat.info/, https://realpython.com/python-f-strings/"
]
},
{
@@ -785,7 +790,7 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 35,
"metadata": {},
"outputs": [
{
@@ -795,7 +800,7 @@
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-44-f96fb8f649b6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0ma\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-35-bd58363a63fc>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0ma\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m: unsupported operand type(s) for +: 'int' and 'str'"
]
}
@@ -806,7 +811,7 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 36,
"metadata": {},
"outputs": [
{
@@ -815,7 +820,7 @@
"'1 est une chaîne de caractère'"
]
},
- "execution_count": 45,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -826,7 +831,7 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
@@ -835,7 +840,7 @@
},
{
"cell_type": "code",
- "execution_count": 47,
+ "execution_count": 38,
"metadata": {},
"outputs": [
{
@@ -844,7 +849,7 @@
"11"
]
},
- "execution_count": 47,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
@@ -855,7 +860,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 39,
"metadata": {},
"outputs": [
{
@@ -864,7 +869,7 @@
"False"
]
},
- "execution_count": 48,
+ "execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
@@ -875,7 +880,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": 40,
"metadata": {},
"outputs": [
{
@@ -884,7 +889,7 @@
"True"
]
},
- "execution_count": 49,
+ "execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
@@ -895,7 +900,7 @@
},
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": 41,
"metadata": {},
"outputs": [
{
@@ -904,7 +909,7 @@
"True"
]
},
- "execution_count": 50,
+ "execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
@@ -915,7 +920,7 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": 42,
"metadata": {},
"outputs": [
{
@@ -924,7 +929,7 @@
"True"
]
},
- "execution_count": 51,
+ "execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
@@ -935,7 +940,7 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": 43,
"metadata": {},
"outputs": [
{
@@ -944,7 +949,7 @@
"False"
]
},
- "execution_count": 52,
+ "execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
@@ -952,6 +957,13 @@
"source": [
"bool(0.0)"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
@@ -970,7 +982,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/3_Types_moins_simples.ipynb b/3_Types_moins_simples.ipynb
index f54ebff..2168761 100644
--- a/3_Types_moins_simples.ipynb
+++ b/3_Types_moins_simples.ipynb
@@ -16,10 +16,8 @@
},
{
"cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 12,
+ "metadata": {},
"outputs": [],
"source": [
"a = [1, 2, 3, 3]"
@@ -27,7 +25,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -36,7 +34,7 @@
"list"
]
},
- "execution_count": 2,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -54,10 +52,8 @@
},
{
"cell_type": "code",
- "execution_count": 3,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 14,
+ "metadata": {},
"outputs": [],
"source": [
"b = [\"toto\", 1, 1.23, False]"
@@ -65,7 +61,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -74,7 +70,7 @@
"['toto', 1, 1.23, False]"
]
},
- "execution_count": 4,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -85,7 +81,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -94,7 +90,7 @@
"list"
]
},
- "execution_count": 5,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -112,7 +108,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -121,7 +117,7 @@
"1"
]
},
- "execution_count": 6,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -132,7 +128,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -141,7 +137,7 @@
"2"
]
},
- "execution_count": 7,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -159,7 +155,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
@@ -168,7 +164,7 @@
"[1, 2, 3, 3, 'toto', 1, 1.23, False]"
]
},
- "execution_count": 8,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -179,7 +175,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -188,7 +184,7 @@
"[1, 2, 3, 3, 4]"
]
},
- "execution_count": 9,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
@@ -200,7 +196,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -209,7 +205,7 @@
"5"
]
},
- "execution_count": 10,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -227,7 +223,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -255,7 +251,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -284,7 +280,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -293,7 +289,7 @@
"(1, 1, 2.3, 'toto')"
]
},
- "execution_count": 13,
+ "execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
@@ -305,7 +301,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 25,
"metadata": {},
"outputs": [
{
@@ -314,7 +310,7 @@
"tuple"
]
},
- "execution_count": 14,
+ "execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
@@ -325,7 +321,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
@@ -335,7 +331,7 @@
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-15-b8a599b53150>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-26-f1ce1e829ae5>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m: 'tuple' object has no attribute 'append'"
]
}
@@ -346,7 +342,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 27,
"metadata": {},
"outputs": [
{
@@ -355,7 +351,7 @@
"1"
]
},
- "execution_count": 16,
+ "execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
@@ -373,7 +369,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
@@ -394,6 +390,7 @@
" '__gt__',\n",
" '__hash__',\n",
" '__init__',\n",
+ " '__init_subclass__',\n",
" '__iter__',\n",
" '__le__',\n",
" '__len__',\n",
@@ -413,7 +410,7 @@
" 'index']"
]
},
- "execution_count": 17,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
@@ -424,7 +421,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
@@ -433,8 +430,8 @@
"text": [
"Help on built-in function count:\n",
"\n",
- "count(...) method of builtins.tuple instance\n",
- " T.count(value) -> integer -- return number of occurrences of value\n",
+ "count(value, /) method of builtins.tuple instance\n",
+ " Return number of occurrences of value.\n",
"\n"
]
}
@@ -445,7 +442,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
@@ -454,8 +451,9 @@
"text": [
"Help on built-in function index:\n",
"\n",
- "index(...) method of builtins.tuple instance\n",
- " T.index(value, [start, [stop]]) -> integer -- return first index of value.\n",
+ "index(value, start=0, stop=9223372036854775807, /) method of builtins.tuple instance\n",
+ " Return first index of value.\n",
+ " \n",
" Raises ValueError if the value is not present.\n",
"\n"
]
@@ -474,7 +472,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 31,
"metadata": {},
"outputs": [
{
@@ -483,7 +481,7 @@
"{1, 2.34, 'toto'}"
]
},
- "execution_count": 20,
+ "execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
@@ -495,7 +493,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
@@ -504,7 +502,7 @@
"set"
]
},
- "execution_count": 21,
+ "execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
@@ -515,18 +513,18 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 33,
"metadata": {},
"outputs": [
{
"ename": "TypeError",
- "evalue": "'set' object does not support indexing",
+ "evalue": "'set' object is not subscriptable",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-22-17371c6688f6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0md\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
- "\u001b[0;31mTypeError\u001b[0m: 'set' object does not support indexing"
+ "\u001b[0;32m<ipython-input-33-123a9cc6df61>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0md\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m: 'set' object is not subscriptable"
]
}
],
@@ -536,7 +534,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 34,
"metadata": {},
"outputs": [
{
@@ -563,10 +561,8 @@
},
{
"cell_type": "code",
- "execution_count": 24,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 35,
+ "metadata": {},
"outputs": [],
"source": [
"e = {'key1': 'value1', 'key2': 'value2'}"
@@ -574,7 +570,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 36,
"metadata": {},
"outputs": [
{
@@ -583,7 +579,7 @@
"{'key1': 'value1', 'key2': 'value2'}"
]
},
- "execution_count": 25,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -594,7 +590,7 @@
},
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 37,
"metadata": {},
"outputs": [
{
@@ -603,7 +599,7 @@
"dict"
]
},
- "execution_count": 26,
+ "execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
@@ -621,10 +617,8 @@
},
{
"cell_type": "code",
- "execution_count": 27,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 38,
+ "metadata": {},
"outputs": [],
"source": [
"f = {1: \"value1\", \"key2\": 2}"
@@ -632,7 +626,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 39,
"metadata": {},
"outputs": [
{
@@ -641,7 +635,7 @@
"{1: 'value1', 'key2': 2}"
]
},
- "execution_count": 28,
+ "execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
@@ -659,7 +653,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 40,
"metadata": {},
"outputs": [
{
@@ -668,7 +662,7 @@
"'value1'"
]
},
- "execution_count": 29,
+ "execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
@@ -679,7 +673,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 41,
"metadata": {},
"outputs": [
{
@@ -688,7 +682,7 @@
"2"
]
},
- "execution_count": 30,
+ "execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
@@ -706,10 +700,8 @@
},
{
"cell_type": "code",
- "execution_count": 31,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 42,
+ "metadata": {},
"outputs": [],
"source": [
"f['key2'] = 'une autre valeur'"
@@ -717,7 +709,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 43,
"metadata": {},
"outputs": [
{
@@ -726,7 +718,7 @@
"{1: 'value1', 'key2': 'une autre valeur'}"
]
},
- "execution_count": 32,
+ "execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
@@ -744,7 +736,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 44,
"metadata": {},
"outputs": [
{
@@ -770,7 +762,7 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": 45,
"metadata": {},
"outputs": [
{
@@ -796,7 +788,7 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 46,
"metadata": {},
"outputs": [
{
@@ -822,7 +814,7 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 47,
"metadata": {},
"outputs": [
{
@@ -848,7 +840,7 @@
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 48,
"metadata": {},
"outputs": [
{
@@ -857,7 +849,7 @@
"True"
]
},
- "execution_count": 37,
+ "execution_count": 48,
"metadata": {},
"output_type": "execute_result"
}
@@ -875,10 +867,8 @@
},
{
"cell_type": "code",
- "execution_count": 38,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 49,
+ "metadata": {},
"outputs": [],
"source": [
"g = [ x for x in range(10) if x > 5 ]"
@@ -886,7 +876,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 50,
"metadata": {},
"outputs": [
{
@@ -895,7 +885,7 @@
"[6, 7, 8, 9]"
]
},
- "execution_count": 39,
+ "execution_count": 50,
"metadata": {},
"output_type": "execute_result"
}
@@ -906,7 +896,7 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 51,
"metadata": {},
"outputs": [
{
@@ -915,7 +905,7 @@
"{1: 1, 2: 2, 3: 3, 4: 4, 5: 5, 6: 6, 7: 7, 8: 8, 9: 9}"
]
},
- "execution_count": 40,
+ "execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
@@ -927,10 +917,8 @@
},
{
"cell_type": "code",
- "execution_count": 41,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 52,
+ "metadata": {},
"outputs": [],
"source": [
"i = { \"key{0}\".format(x): x for x in range(1, 10) }"
@@ -938,7 +926,7 @@
},
{
"cell_type": "code",
- "execution_count": 42,
+ "execution_count": 53,
"metadata": {},
"outputs": [
{
@@ -955,7 +943,7 @@
" 'key9': 9}"
]
},
- "execution_count": 42,
+ "execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
@@ -973,7 +961,7 @@
},
{
"cell_type": "code",
- "execution_count": 43,
+ "execution_count": 54,
"metadata": {},
"outputs": [
{
@@ -982,7 +970,7 @@
"['toto', 1, 1.23, False]"
]
},
- "execution_count": 43,
+ "execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
@@ -993,7 +981,7 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 55,
"metadata": {},
"outputs": [
{
@@ -1002,7 +990,7 @@
"['toto', 1, 1.23, False]"
]
},
- "execution_count": 44,
+ "execution_count": 55,
"metadata": {},
"output_type": "execute_result"
}
@@ -1013,7 +1001,7 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 56,
"metadata": {},
"outputs": [
{
@@ -1022,7 +1010,7 @@
"True"
]
},
- "execution_count": 45,
+ "execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
@@ -1033,7 +1021,7 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 57,
"metadata": {},
"outputs": [
{
@@ -1042,7 +1030,7 @@
"{'key1': 'value1', 'key2': 'value2'}"
]
},
- "execution_count": 46,
+ "execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
@@ -1053,7 +1041,7 @@
},
{
"cell_type": "code",
- "execution_count": 47,
+ "execution_count": 58,
"metadata": {},
"outputs": [
{
@@ -1062,7 +1050,7 @@
"True"
]
},
- "execution_count": 47,
+ "execution_count": 58,
"metadata": {},
"output_type": "execute_result"
}
@@ -1080,7 +1068,7 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 59,
"metadata": {},
"outputs": [
{
@@ -1089,7 +1077,7 @@
"{'key1': 'value1', 'key2': 'value2'}"
]
},
- "execution_count": 48,
+ "execution_count": 59,
"metadata": {},
"output_type": "execute_result"
}
@@ -1100,7 +1088,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": 60,
"metadata": {},
"outputs": [
{
@@ -1109,7 +1097,7 @@
"{1: 'value1', 'key2': 'une autre valeur'}"
]
},
- "execution_count": 49,
+ "execution_count": 60,
"metadata": {},
"output_type": "execute_result"
}
@@ -1120,16 +1108,16 @@
},
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{1: 'value1', 'key1': 'value1', 'key2': 'une autre valeur'}"
+ "{'key1': 'value1', 'key2': 'une autre valeur', 1: 'value1'}"
]
},
- "execution_count": 50,
+ "execution_count": 61,
"metadata": {},
"output_type": "execute_result"
}
@@ -1147,16 +1135,16 @@
},
{
"cell_type": "code",
- "execution_count": 51,
+ "execution_count": 62,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{1: 'value1', 'key1': 'value1', 'key2': 'value2'}"
+ "{1: 'value1', 'key2': 'value2', 'key1': 'value1'}"
]
},
- "execution_count": 51,
+ "execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
@@ -1167,7 +1155,7 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": 63,
"metadata": {},
"outputs": [
{
@@ -1176,7 +1164,7 @@
"False"
]
},
- "execution_count": 52,
+ "execution_count": 63,
"metadata": {},
"output_type": "execute_result"
}
@@ -1194,16 +1182,16 @@
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{1: 'value1', 'key1': 'value1', 'key2': 2}"
+ "{'key1': 'value1', 'key2': 2, 1: 'value1'}"
]
},
- "execution_count": 53,
+ "execution_count": 64,
"metadata": {},
"output_type": "execute_result"
}
@@ -1217,16 +1205,16 @@
},
{
"cell_type": "code",
- "execution_count": 54,
+ "execution_count": 65,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{1: 'value1', 'key1': 'value1', 'key2': 'value2'}"
+ "{1: 'value1', 'key2': 'value2', 'key1': 'value1'}"
]
},
- "execution_count": 54,
+ "execution_count": 65,
"metadata": {},
"output_type": "execute_result"
}
@@ -1237,20 +1225,6 @@
"f.update(e) # cela modifie f\n",
"f"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
@@ -1269,7 +1243,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/4_Copies_de_variables.ipynb b/4_Copies_de_variables.ipynb
index efe843c..6af45d4 100644
--- a/4_Copies_de_variables.ipynb
+++ b/4_Copies_de_variables.ipynb
@@ -209,7 +209,7 @@
{
"data": {
"text/plain": [
- "94429569188288"
+ "9302176"
]
},
"execution_count": 8,
@@ -230,7 +230,7 @@
{
"data": {
"text/plain": [
- "94429569188288"
+ "9302176"
]
},
"execution_count": 9,
@@ -250,7 +250,7 @@
{
"data": {
"text/plain": [
- "94429569188288"
+ "9302176"
]
},
"execution_count": 10,
@@ -271,7 +271,7 @@
{
"data": {
"text/plain": [
- "94429569188320"
+ "9302208"
]
},
"execution_count": 11,
@@ -292,7 +292,7 @@
{
"data": {
"text/plain": [
- "94429569188320"
+ "9302208"
]
},
"execution_count": 12,
@@ -312,7 +312,7 @@
{
"data": {
"text/plain": [
- "94429569188288"
+ "9302176"
]
},
"execution_count": 13,
@@ -332,7 +332,7 @@
{
"data": {
"text/plain": [
- "94429569188416"
+ "9302304"
]
},
"execution_count": 14,
@@ -373,7 +373,7 @@
{
"data": {
"text/plain": [
- "94429569188416"
+ "9302304"
]
},
"execution_count": 16,
@@ -400,7 +400,7 @@
{
"data": {
"text/plain": [
- "140403088829704"
+ "139846274206288"
]
},
"execution_count": 17,
@@ -421,7 +421,7 @@
{
"data": {
"text/plain": [
- "140403088829704"
+ "139846274206288"
]
},
"execution_count": 18,
@@ -437,9 +437,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"a.append(3)"
@@ -460,7 +458,7 @@
{
"data": {
"text/plain": [
- "140403088829704"
+ "139846274206288"
]
},
"execution_count": 20,
@@ -488,7 +486,7 @@
{
"data": {
"text/plain": [
- "140403088829704"
+ "139846274206288"
]
},
"execution_count": 21,
@@ -579,9 +577,7 @@
{
"cell_type": "code",
"execution_count": 25,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"b.append(4)"
@@ -681,9 +677,7 @@
{
"cell_type": "code",
"execution_count": 30,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"b['key3'] = 'value3'"
@@ -728,13 +722,6 @@
"source": [
"a"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
@@ -753,7 +740,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/5_Fonctions.ipynb b/5_Fonctions.ipynb
index 1e8f3ec..325b350 100644
--- a/5_Fonctions.ipynb
+++ b/5_Fonctions.ipynb
@@ -28,9 +28,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"def hello_world():\n",
@@ -113,9 +111,7 @@
{
"cell_type": "code",
"execution_count": 5,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"def hello_world():\n",
@@ -150,9 +146,7 @@
{
"cell_type": "code",
"execution_count": 7,
- "metadata": {
- "collapsed": true
- },
+ "metadata": {},
"outputs": [],
"source": [
"# cf. https://numpydoc.readthedocs.io/en/latest/format.html#docstring-standard\n",
@@ -208,7 +202,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -217,7 +211,7 @@
"'Hello world! Hello world! '"
]
},
- "execution_count": 10,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -236,10 +230,8 @@
},
{
"cell_type": "code",
- "execution_count": 11,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 10,
+ "metadata": {},
"outputs": [],
"source": [
"def hello_world( n: int ) -> str:\n",
@@ -249,7 +241,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
@@ -258,7 +250,7 @@
"'Hello world! Hello world! '"
]
},
- "execution_count": 12,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -269,7 +261,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
@@ -279,8 +271,8 @@
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-13-4a91147fc633>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mhello_world\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"2\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
- "\u001b[0;32m<ipython-input-11-93f09d33c8f7>\u001b[0m in \u001b[0;36mhello_world\u001b[0;34m(n)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mhello_world\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;34m\"Hello world! \"\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-12-8c7890b5a99f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mhello_world\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"2\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+ "\u001b[0;32m<ipython-input-10-6ece3cdf1a2b>\u001b[0m in \u001b[0;36mhello_world\u001b[0;34m(n)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mhello_world\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;34m\"Hello world! \"\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m: can't multiply sequence by non-int of type 'str'"
]
}
@@ -298,7 +290,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -307,7 +299,7 @@
"text": [
"Help on function hello_world in module __main__:\n",
"\n",
- "hello_world(n:int) -> str\n",
+ "hello_world(n: int) -> str\n",
"\n"
]
}
@@ -325,10 +317,8 @@
},
{
"cell_type": "code",
- "execution_count": 15,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 14,
+ "metadata": {},
"outputs": [],
"source": [
"def add(a, b=10):\n",
@@ -337,7 +327,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -346,7 +336,7 @@
"3"
]
},
- "execution_count": 16,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -357,7 +347,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -366,7 +356,7 @@
"11"
]
},
- "execution_count": 17,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -384,15 +374,15 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
"ename": "SyntaxError",
- "evalue": "non-default argument follows default argument (<ipython-input-18-6ab00fbf97c2>, line 1)",
+ "evalue": "non-default argument follows default argument (<ipython-input-17-7e1ef5ad4f7a>, line 1)",
"output_type": "error",
"traceback": [
- "\u001b[0;36m File \u001b[0;32m\"<ipython-input-18-6ab00fbf97c2>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m def add(a=10, b):\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m non-default argument follows default argument\n"
+ "\u001b[0;36m File \u001b[0;32m\"<ipython-input-17-7e1ef5ad4f7a>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m def add(a=10, b):\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m non-default argument follows default argument\n"
]
}
],
@@ -410,10 +400,8 @@
},
{
"cell_type": "code",
- "execution_count": 19,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 18,
+ "metadata": {},
"outputs": [],
"source": [
"def add(a=1, b=2):\n",
@@ -424,7 +412,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
@@ -441,7 +429,7 @@
"3"
]
},
- "execution_count": 20,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -452,7 +440,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -469,7 +457,7 @@
"3"
]
},
- "execution_count": 21,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
@@ -488,7 +476,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
@@ -502,7 +490,7 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -513,7 +501,7 @@
"(1, 2, 3)\n",
"\n",
"keyword arguments:\n",
- "{'k2': 'v2', 'k1': 'v1'}\n"
+ "{'k1': 'v1', 'k2': 'v2'}\n"
]
}
],
@@ -530,10 +518,8 @@
},
{
"cell_type": "code",
- "execution_count": 24,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 23,
+ "metadata": {},
"outputs": [],
"source": [
"def my_other_function(a, b, *args, **kwargs):\n",
@@ -546,7 +532,7 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -574,10 +560,8 @@
},
{
"cell_type": "code",
- "execution_count": 26,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 25,
+ "metadata": {},
"outputs": [],
"source": [
"double = lambda x: x*2"
@@ -585,7 +569,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
@@ -594,7 +578,7 @@
"20"
]
},
- "execution_count": 27,
+ "execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
@@ -605,7 +589,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 27,
"metadata": {},
"outputs": [
{
@@ -614,7 +598,7 @@
"'hello hello '"
]
},
- "execution_count": 28,
+ "execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
@@ -632,7 +616,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
@@ -641,7 +625,7 @@
"['apple', 'raspberry', 'orange']"
]
},
- "execution_count": 29,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
@@ -653,7 +637,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
@@ -662,7 +646,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
@@ -671,7 +655,7 @@
"['apple', 'orange', 'raspberry']"
]
},
- "execution_count": 31,
+ "execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
@@ -679,13 +663,6 @@
"source": [
"my_list"
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
@@ -704,7 +681,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/6_Classes.ipynb b/6_Classes.ipynb
index 1b20dd3..a5fa698 100644
--- a/6_Classes.ipynb
+++ b/6_Classes.ipynb
@@ -20,10 +20,8 @@
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 1,
+ "metadata": {},
"outputs": [],
"source": [
"class Person:\n",
@@ -41,12 +39,12 @@
" \n",
" def __str__(self):\n",
" \n",
- " return \"\"\"\n",
- " Name: %s\n",
- " Surname: %s\n",
- " Age: %i\n",
- " \"\"\" % (self.name, self.surname, self.age)\n",
- " \n",
+ " return f\"\"\"\n",
+ " Name: {self.name}\n",
+ " Surname: {self.surname}\n",
+ " Age: {self.age}\n",
+ " \"\"\"\n",
+ "\n",
" def __repr__(self):\n",
" \n",
" return \"Voici à quoi ça sert !\""
@@ -54,10 +52,8 @@
},
{
"cell_type": "code",
- "execution_count": 10,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 2,
+ "metadata": {},
"outputs": [],
"source": [
"myPerson = Person(\"Michel\", \"Dupont\")"
@@ -65,7 +61,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -86,7 +82,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -95,7 +91,7 @@
"Voici à quoi ça sert !"
]
},
- "execution_count": 12,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -106,10 +102,8 @@
},
{
"cell_type": "code",
- "execution_count": 13,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 5,
+ "metadata": {},
"outputs": [],
"source": [
"myPerson.today_is_your_birthday()"
@@ -117,7 +111,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -138,7 +132,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -147,7 +141,7 @@
"True"
]
},
- "execution_count": 15,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -158,7 +152,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -176,6 +170,7 @@
" '__gt__',\n",
" '__hash__',\n",
" '__init__',\n",
+ " '__init_subclass__',\n",
" '__le__',\n",
" '__lt__',\n",
" '__module__',\n",
@@ -195,7 +190,7 @@
" 'today_is_your_birthday']"
]
},
- "execution_count": 16,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -228,7 +223,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/7_Modules_et_paquets.ipynb b/7_Modules_et_paquets.ipynb
index 60e479d..5a26b03 100644
--- a/7_Modules_et_paquets.ipynb
+++ b/7_Modules_et_paquets.ipynb
@@ -17,7 +17,7 @@
},
{
"cell_type": "code",
- "execution_count": 119,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -26,7 +26,7 @@
},
{
"cell_type": "code",
- "execution_count": 120,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -49,7 +49,7 @@
},
{
"cell_type": "code",
- "execution_count": 121,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -58,7 +58,7 @@
"13"
]
},
- "execution_count": 121,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -84,7 +84,7 @@
},
{
"cell_type": "code",
- "execution_count": 122,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -109,7 +109,7 @@
},
{
"cell_type": "code",
- "execution_count": 123,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -118,7 +118,7 @@
"72"
]
},
- "execution_count": 123,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -130,7 +130,7 @@
},
{
"cell_type": "code",
- "execution_count": 124,
+ "execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
@@ -139,7 +139,7 @@
},
{
"cell_type": "code",
- "execution_count": 125,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -148,7 +148,7 @@
"6"
]
},
- "execution_count": 125,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -174,7 +174,7 @@
},
{
"cell_type": "code",
- "execution_count": 126,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -183,7 +183,7 @@
},
{
"cell_type": "code",
- "execution_count": 127,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -192,16 +192,16 @@
},
{
"cell_type": "code",
- "execution_count": 128,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "'/home/acerioni/Documents/ClubDevAnonymes/20190515_Python'"
+ "'/home/acerioni/devel/python101'"
]
},
- "execution_count": 128,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -212,7 +212,7 @@
},
{
"cell_type": "code",
- "execution_count": 129,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
@@ -221,7 +221,7 @@
"'voici/un/chemin/de/acces'"
]
},
- "execution_count": 129,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -239,7 +239,7 @@
},
{
"cell_type": "code",
- "execution_count": 130,
+ "execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
@@ -248,28 +248,7 @@
},
{
"cell_type": "code",
- "execution_count": 131,
- "metadata": {},
- "outputs": [
- {
- "ename": "AttributeError",
- "evalue": "module 'sys' has no attribute 'getwindowsversion'",
- "output_type": "error",
- "traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m<ipython-input-131-a1416e8c9c76>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetwindowsversion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
- "\u001b[0;31mAttributeError\u001b[0m: module 'sys' has no attribute 'getwindowsversion'"
- ]
- }
- ],
- "source": [
- "sys.getwindowsversion()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 132,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -278,7 +257,7 @@
"'utf-8'"
]
},
- "execution_count": 132,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -289,18 +268,18 @@
},
{
"cell_type": "code",
- "execution_count": 133,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "['/usr/local/lib/python3.5/dist-packages/ipykernel_launcher.py',\n",
+ "['/home/acerioni/devel/python101/venv/lib/python3.7/site-packages/ipykernel_launcher.py',\n",
" '-f',\n",
- " '/run/user/1000/jupyter/kernel-943af524-2958-41db-898d-3c7e42ea734b.json']"
+ " '/home/acerioni/.local/share/jupyter/runtime/kernel-63d60470-7896-4dbd-874f-7c6a76e3aed6.json']"
]
},
- "execution_count": 133,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -318,7 +297,7 @@
},
{
"cell_type": "code",
- "execution_count": 134,
+ "execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
@@ -327,16 +306,16 @@
},
{
"cell_type": "code",
- "execution_count": 135,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "1557918857.9943986"
+ "1583792633.057946"
]
},
- "execution_count": 135,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -347,14 +326,14 @@
},
{
"cell_type": "code",
- "execution_count": 136,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2.002092123031616\n"
+ "2.0024161338806152\n"
]
}
],
@@ -377,7 +356,7 @@
},
{
"cell_type": "code",
- "execution_count": 137,
+ "execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
@@ -386,16 +365,16 @@
},
{
"cell_type": "code",
- "execution_count": 138,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "datetime.datetime(2019, 5, 15, 13, 14, 20, 211075)"
+ "datetime.datetime(2020, 3, 9, 23, 23, 55, 97904)"
]
},
- "execution_count": 138,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -407,14 +386,14 @@
},
{
"cell_type": "code",
- "execution_count": 139,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2019-05-15 13:14:20.211075\n"
+ "2020-03-09 23:23:55.097904\n"
]
}
],
@@ -424,16 +403,16 @@
},
{
"cell_type": "code",
- "execution_count": 140,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "2019"
+ "2020"
]
},
- "execution_count": 140,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -444,7 +423,7 @@
},
{
"cell_type": "code",
- "execution_count": 141,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -453,7 +432,7 @@
"datetime.datetime"
]
},
- "execution_count": 141,
+ "execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
@@ -464,7 +443,7 @@
},
{
"cell_type": "code",
- "execution_count": 142,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -473,7 +452,7 @@
"True"
]
},
- "execution_count": 142,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -491,7 +470,7 @@
},
{
"cell_type": "code",
- "execution_count": 143,
+ "execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
@@ -500,16 +479,16 @@
},
{
"cell_type": "code",
- "execution_count": 144,
+ "execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "datetime.datetime(2019, 5, 15, 13, 14, 20, 340889, tzinfo=<DstTzInfo 'Europe/Paris' CEST+2:00:00 DST>)"
+ "datetime.datetime(2020, 3, 9, 23, 23, 55, 153883, tzinfo=<DstTzInfo 'Europe/Paris' CET+1:00:00 STD>)"
]
},
- "execution_count": 144,
+ "execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
@@ -521,16 +500,16 @@
},
{
"cell_type": "code",
- "execution_count": 145,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<DstTzInfo 'Europe/Paris' CEST+2:00:00 DST>"
+ "<DstTzInfo 'Europe/Paris' CET+1:00:00 STD>"
]
},
- "execution_count": 145,
+ "execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
@@ -541,14 +520,14 @@
},
{
"cell_type": "code",
- "execution_count": 146,
+ "execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2019-05-15 13:14:20.340889+02:00\n"
+ "2020-03-09 23:23:55.153883+01:00\n"
]
}
],
@@ -558,14 +537,14 @@
},
{
"cell_type": "code",
- "execution_count": 147,
+ "execution_count": 28,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2019-05-15 07:14:20.340889-04:00\n"
+ "2020-03-09 18:23:55.153883-04:00\n"
]
}
],
@@ -575,14 +554,14 @@
},
{
"cell_type": "code",
- "execution_count": 148,
+ "execution_count": 29,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2019-05-15T13:14:20+0200\n"
+ "2020-03-09T23:23:55+0100\n"
]
}
],
@@ -592,14 +571,14 @@
},
{
"cell_type": "code",
- "execution_count": 149,
+ "execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "2019-05-15T11:14:20Z\n"
+ "2020-03-09T22:23:55Z\n"
]
}
],
@@ -623,7 +602,7 @@
},
{
"cell_type": "code",
- "execution_count": 150,
+ "execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
@@ -635,7 +614,7 @@
},
{
"cell_type": "code",
- "execution_count": 151,
+ "execution_count": 32,
"metadata": {},
"outputs": [
{
@@ -652,7 +631,7 @@
},
{
"cell_type": "code",
- "execution_count": 152,
+ "execution_count": 33,
"metadata": {},
"outputs": [
{
@@ -676,7 +655,7 @@
},
{
"cell_type": "code",
- "execution_count": 153,
+ "execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
@@ -685,7 +664,7 @@
},
{
"cell_type": "code",
- "execution_count": 154,
+ "execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
@@ -694,7 +673,7 @@
},
{
"cell_type": "code",
- "execution_count": 155,
+ "execution_count": 36,
"metadata": {},
"outputs": [
{
@@ -703,7 +682,7 @@
"dict"
]
},
- "execution_count": 155,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -714,14 +693,14 @@
},
{
"cell_type": "code",
- "execution_count": 156,
+ "execution_count": 37,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "{'key2': 2, 'key1': 'value1'}\n"
+ "{'key1': 'value1', 'key2': 2}\n"
]
}
],
@@ -731,14 +710,14 @@
},
{
"cell_type": "code",
- "execution_count": 157,
+ "execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "{\"key2\": 2, \"key1\": \"value1\"}\n"
+ "{\"key1\": \"value1\", \"key2\": 2}\n"
]
}
],
@@ -748,7 +727,7 @@
},
{
"cell_type": "code",
- "execution_count": 158,
+ "execution_count": 39,
"metadata": {},
"outputs": [
{
@@ -757,7 +736,7 @@
"str"
]
},
- "execution_count": 158,
+ "execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
@@ -775,16 +754,16 @@
},
{
"cell_type": "code",
- "execution_count": 159,
+ "execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "\"{'key2': 2, 'key1': 'value1'}\""
+ "\"{'key1': 'value1', 'key2': 2}\""
]
},
- "execution_count": 159,
+ "execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
@@ -802,7 +781,7 @@
},
{
"cell_type": "code",
- "execution_count": 160,
+ "execution_count": 41,
"metadata": {},
"outputs": [
{
@@ -810,8 +789,8 @@
"output_type": "stream",
"text": [
"{\n",
- " \"key2\": 2,\n",
- " \"key1\": \"value1\"\n",
+ " \"key1\": \"value1\",\n",
+ " \"key2\": 2\n",
"}\n"
]
}
@@ -822,7 +801,7 @@
},
{
"cell_type": "code",
- "execution_count": 161,
+ "execution_count": 42,
"metadata": {},
"outputs": [
{
@@ -849,7 +828,7 @@
},
{
"cell_type": "code",
- "execution_count": 162,
+ "execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
@@ -859,7 +838,7 @@
},
{
"cell_type": "code",
- "execution_count": 163,
+ "execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
@@ -868,7 +847,7 @@
},
{
"cell_type": "code",
- "execution_count": 164,
+ "execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
@@ -878,7 +857,7 @@
},
{
"cell_type": "code",
- "execution_count": 165,
+ "execution_count": 46,
"metadata": {},
"outputs": [
{
@@ -887,7 +866,7 @@
"{'key1': 'value1', 'key2': 2}"
]
},
- "execution_count": 165,
+ "execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
@@ -898,7 +877,7 @@
},
{
"cell_type": "code",
- "execution_count": 166,
+ "execution_count": 47,
"metadata": {},
"outputs": [
{
@@ -907,7 +886,7 @@
"dict"
]
},
- "execution_count": 166,
+ "execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
@@ -925,7 +904,7 @@
},
{
"cell_type": "code",
- "execution_count": 167,
+ "execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
@@ -934,7 +913,7 @@
},
{
"cell_type": "code",
- "execution_count": 168,
+ "execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
@@ -944,7 +923,7 @@
},
{
"cell_type": "code",
- "execution_count": 169,
+ "execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
@@ -953,17 +932,17 @@
},
{
"cell_type": "code",
- "execution_count": 170,
+ "execution_count": 51,
"metadata": {},
"outputs": [],
"source": [
"with open('my_dict.yaml', 'r') as fp:\n",
- " my_dict = yaml.load(fp)"
+ " my_dict = yaml.full_load(fp)"
]
},
{
"cell_type": "code",
- "execution_count": 171,
+ "execution_count": 52,
"metadata": {},
"outputs": [
{
@@ -972,7 +951,7 @@
"{'key1': 'value1', 'key2': 2}"
]
},
- "execution_count": 171,
+ "execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
@@ -990,7 +969,7 @@
},
{
"cell_type": "code",
- "execution_count": 172,
+ "execution_count": 53,
"metadata": {},
"outputs": [],
"source": [
@@ -999,7 +978,7 @@
},
{
"cell_type": "code",
- "execution_count": 173,
+ "execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
@@ -1009,7 +988,7 @@
},
{
"cell_type": "code",
- "execution_count": 174,
+ "execution_count": 55,
"metadata": {},
"outputs": [],
"source": [
@@ -1018,7 +997,7 @@
},
{
"cell_type": "code",
- "execution_count": 175,
+ "execution_count": 56,
"metadata": {},
"outputs": [],
"source": [
@@ -1028,7 +1007,7 @@
},
{
"cell_type": "code",
- "execution_count": 176,
+ "execution_count": 57,
"metadata": {},
"outputs": [
{
@@ -1037,7 +1016,7 @@
"{'key1': 'value1', 'key2': 2}"
]
},
- "execution_count": 176,
+ "execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
@@ -1111,6 +1090,20 @@
"## [NumPy](https://www.numpy.org/)\n"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## [SciPy](https://www.scipy.org/)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## [SimPy](https://simpy.readthedocs.io/en/latest/)\n"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -1129,14 +1122,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "## [SciPy](https://www.scipy.org/)\n"
+ "## [Plotly](https://plot.ly/python/)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "## [SimPy](https://simpy.readthedocs.io/en/latest/)\n"
+ "## [Dash](https://plot.ly/dash/)"
]
},
{
@@ -1153,6 +1146,13 @@
"## [TensorFlow](https://www.tensorflow.org/)\n",
"cf. https://en.wikipedia.org/wiki/Comparison_of_deep-learning_software"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
@@ -1171,7 +1171,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/8_pip_virtualenv.ipynb b/8_pip_virtualenv.ipynb
index 3baf62f..b12ee69 100644
--- a/8_pip_virtualenv.ipynb
+++ b/8_pip_virtualenv.ipynb
@@ -53,7 +53,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
diff --git a/9_The_chase.ipynb b/9_The_chase.ipynb
index 243ebc1..ca0649e 100644
--- a/9_The_chase.ipynb
+++ b/9_The_chase.ipynb
@@ -14,7 +14,7 @@
"source": [
"On utilisera le jeu de données \"Stations Vélo'v de la Métropole de Lyon - disponibilité temps réel\"\n",
"\n",
- "https://data.beta.grandlyon.com/fr/datasets/stations-velo-v-metropole-lyon/resources"
+ "https://data.grandlyon.com/jeux-de-donnees/stations-velo-v-metropole-lyon-disponibilite-temps-reel/donnees"
]
},
{
@@ -33,10 +33,8 @@
},
{
"cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 52,
+ "metadata": {},
"outputs": [],
"source": [
"url = \"https://download.data.grandlyon.com/wfs/rdata?SERVICE=WFS&VERSION=2.0.0&request=GetFeature&typename=jcd_jcdecaux.jcdvelov&outputFormat=application/json;%20subtype=geojson&SRSNAME=EPSG:2154&count=500&startIndex=1\""
@@ -44,10 +42,8 @@
},
{
"cell_type": "code",
- "execution_count": 2,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 53,
+ "metadata": {},
"outputs": [],
"source": [
"import requests\n",
@@ -62,18 +58,17 @@
},
{
"cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 54,
+ "metadata": {},
"outputs": [],
"source": [
- "s.proxies = proxies"
+ "s.proxies = proxies\n",
+ "s.proxies = None"
]
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 55,
"metadata": {},
"outputs": [],
"source": [
@@ -82,7 +77,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 56,
"metadata": {},
"outputs": [
{
@@ -105,6 +100,7 @@
" '__gt__',\n",
" '__hash__',\n",
" '__init__',\n",
+ " '__init_subclass__',\n",
" '__iter__',\n",
" '__le__',\n",
" '__lt__',\n",
@@ -150,7 +146,7 @@
" 'url']"
]
},
- "execution_count": 7,
+ "execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
@@ -161,7 +157,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 57,
"metadata": {},
"outputs": [
{
@@ -170,7 +166,7 @@
"200"
]
},
- "execution_count": 8,
+ "execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
@@ -181,10 +177,8 @@
},
{
"cell_type": "code",
- "execution_count": 9,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 58,
+ "metadata": {},
"outputs": [],
"source": [
"assert response.status_code == 200"
@@ -192,16 +186,16 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 59,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'Content-Type': 'application/json; subtype=geojson', 'Server': 'Apache', 'Access-Control-Allow-Methods': 'GET,POST,OPTIONS,DELETE,PUT', 'Access-Control-Allow-Headers': 'Origin, X-Requested-With, Content-Type, Accept', 'Transfer-Encoding': 'chunked', 'Date': 'Tue, 02 Jul 2019 16:13:44 GMT', 'Connection': 'close', 'Access-Control-Allow-Origin': '*'}"
+ "{'Date': 'Mon, 09 Mar 2020 22:31:13 GMT', 'Server': 'Apache', 'Access-Control-Allow-Credentials': 'true', 'Access-Control-Allow-Origin': '*', 'Access-Control-Allow-Headers': 'Origin, X-Requested-With, Content-Type, Accept, Authorization', 'Access-Control-Allow-Methods': 'GET,POST,OPTIONS,DELETE,PUT', 'Content-Type': 'application/json; subtype=geojson', 'Vary': 'Accept-Encoding', 'Content-Encoding': 'gzip', 'Connection': 'close', 'Transfer-Encoding': 'chunked'}"
]
},
- "execution_count": 10,
+ "execution_count": 59,
"metadata": {},
"output_type": "execute_result"
}
@@ -212,16 +206,16 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 60,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "'{\\n\"type\": \"FeatureCollection\",\\n\"name\": \"jcd_jcdecaux.jcdvelov\",\\n\"crs\": { \"type\": \"name\", \"properties\": { \"name\": \"urn:ogc:def:crs:EPSG::2154\" } },\\n\"features\": [\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10063, \"name\": \"Perrin \\\\/ Jean Jaurès\", \"address\": \"face au n°9 rue Jean Jaures\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 63, \"bonus\": \"\", \"pole\": \"quartier Grandclément\", \"lat\": 45.758389382918224, \"lng\": 4.8856127542541374, \"bike_stands\": 34, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 757, \"last_update\": \"2019\\\\/05\\\\/15 13:53:26\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture station 10063 - PERRIN \\\\/ JEAN JAURES\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10063 - PERRIN \\\\/ JEAN JAURES est fermée.\\\\n\\\\nNous vous invitons à utiliser la station suivante a proximité : \\\\n- 10021 - GRANDCLEMENT\", \"startdate\": \"2019\\\\/05\\\\/13 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/17 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846559.920829974813387, 6519392.887208973057568 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9043, \"name\": \"Marietton Ouest\", \"address\": \"Face 77b, Rue Marietton\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 43, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.776085042876275, \"lng\": 4.7997376609700089, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 17, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 888, \"last_update\": \"2019\\\\/05\\\\/15 13:53:09\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839841.646449990803376, 6521201.732437759637833 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1024, \"name\": \"Rouville\", \"address\": \"Place Rouville\", \"address2\": \"\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"Lycée Diderot, clinique Saint Charles\", \"lat\": 45.769664442293802, \"lng\": 4.8246123488633987, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 1009, \"last_update\": \"2019\\\\/05\\\\/15 13:54:11\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841790.570444088079967, 6520533.267388114705682 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4041, \"name\": \"Boussange \\\\/ Austerlitz\", \"address\": \"17 rue d\\'Austerlitz\", \"address2\": \"\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 41, \"bonus\": \"\", \"pole\": \"Renforcement 4022, commerces\", \"lat\": 45.775502359048581, \"lng\": 4.8350625452914064, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 934, \"last_update\": \"2019\\\\/05\\\\/15 13:56:41\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842587.44405850127805, 6521200.216262095607817 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6043, \"name\": \"Cité Internationale - Cinéma\", \"address\": \"80 Quai Charles de Gaulle\", \"address2\": \"\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 43, \"bonus\": \"\", \"pole\": \"Cinémas, commerces\", \"lat\": 45.784736258023372, \"lng\": 4.8522154761179985, \"bike_stands\": 32, \"status\": \"OPEN\", \"available_bike_stands\": 21, \"available_bikes\": 11, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 991, \"last_update\": \"2019\\\\/05\\\\/15 13:52:55\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843895.961047461722046, 6522256.484152951277792 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3088, \"name\": \"Place Guichard\", \"address\": \"5, Rue Moncey\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 88, \"bonus\": \"\", \"pole\": \"Métro, tram, palais justice, bourse du travail\", \"lat\": 45.758825249533047, \"lng\": 4.8465386095114376, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 13, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 856, \"last_update\": \"2019\\\\/05\\\\/15 13:53:59\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843522.296738499775529, 6519369.504248625598848 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7018, \"name\": \"Lycée Louise Labé\", \"address\": \"Rue Rivet\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 18, \"bonus\": \"\", \"pole\": \"Lycée, QGF, projet cyclable\", \"lat\": 45.740259190139923, \"lng\": 4.8321092446088985, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 769, \"last_update\": \"2019\\\\/05\\\\/15 13:47:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842448.809403037768789, 6517282.157270891591907 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2015, \"name\": \"Place de la République\", \"address\": \"1, Rue Stella\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 15, \"bonus\": \"\", \"pole\": \"commerces, parking\", \"lat\": 45.760709786313122, \"lng\": 4.8362889729420431, \"bike_stands\": 27, \"status\": \"OPEN\", \"available_bike_stands\": 24, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 846, \"last_update\": \"2019\\\\/05\\\\/15 13:54:12\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842720.920893287518993, 6519560.148983377963305 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9051, \"name\": \"Andréi Sakharov\", \"address\": \"301 avenue A.Sakharov\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 51, \"bonus\": \"\", \"pole\": \"Stade, lycée\", \"lat\": 45.786524739349133, \"lng\": 4.7970709023310114, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 989, \"last_update\": \"2019\\\\/05\\\\/15 13:53:52\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839608.089580429252237, 6522356.048662704415619 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5045, \"name\": \"Valdo \\\\/ Rivet\", \"address\": \"Rue Jeunet\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 45, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.750481483431024, \"lng\": 4.7887741211031214, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 18, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 883, \"last_update\": \"2019\\\\/05\\\\/15 13:54:39\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839054.318232138408348, 6518339.808662064373493 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10058, \"name\": \"métro Flachet\", \"address\": \"276, Cours Emile Zola\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 58, \"bonus\": \"\", \"pole\": \"métro A\", \"lat\": 45.767126386426931, \"lng\": 4.8921504262349247, \"bike_stands\": 22, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 903, \"last_update\": \"2019\\\\/05\\\\/15 13:51:57\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847044.719035512302071, 6520375.015446797013283 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10048, \"name\": \"Place Marengo\", \"address\": \"Place Marengo\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 48, \"bonus\": \"\", \"pole\": \"c¿ur quartier, itinéraire cyclable\", \"lat\": 45.759243850094101, \"lng\": 4.875888065717219, \"bike_stands\": 27, \"status\": \"OPEN\", \"available_bike_stands\": 22, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 829, \"last_update\": \"2019\\\\/05\\\\/15 13:57:00\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845801.954486320493743, 6519469.74655666667968 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8010, \"name\": \"Place Mendès France\", \"address\": \"93 av de l\\'Europe\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 10, \"bonus\": \"\", \"pole\": \"Tramway, place, Commerces\", \"lat\": 45.739927058713477, \"lng\": 4.8595210870362999, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 996, \"last_update\": \"2019\\\\/05\\\\/15 13:53:55\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844580.592203717213124, 6517295.105002896860242 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2014, \"name\": \"Jacobins\", \"address\": \"6 rue Jean de Tournes\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 14, \"bonus\": \"\", \"pole\": \"Coeur quartier, commerces, site\", \"lat\": 45.760745780481543, \"lng\": 4.8342878502581286, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 21, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 920, \"last_update\": \"2019\\\\/05\\\\/15 13:54:13\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842565.323835724964738, 6519560.530123108066618 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3007, \"name\": \"Place d\\'Arsonval\", \"address\": \"Place d\\'Arsonval\", \"address2\": \"A côté du stand de fleurs\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 7, \"bonus\": \"\", \"pole\": \"hôpital Herriot, métro D, tram, fac de pharmacie\", \"lat\": 45.743441684170989, \"lng\": 4.8789031261753726, \"bike_stands\": 32, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 10, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1050, \"last_update\": \"2019\\\\/05\\\\/15 13:56:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846078.005932721542194, 6517720.970505366101861 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7049, \"name\": \"Cité Scolaire Internationale\", \"address\": \"26, Avenue Tony Garnier\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 49, \"bonus\": \"\", \"pole\": \" \", \"lat\": 45.727960451033169, \"lng\": 4.8235587426812723, \"bike_stands\": 25, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 9, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1001, \"last_update\": \"2019\\\\/05\\\\/15 13:50:40\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841815.654219707008451, 6515901.345050658099353 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1020, \"name\": \"Terreaux \\\\/ Chenavard\", \"address\": \"11, Rue Chenavard\", \"address2\": \"Côté place des Terreaux\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 20, \"bonus\": \"\", \"pole\": \"Place des Terreaux\", \"lat\": 45.766767104563002, \"lng\": 4.8329314879659684, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 18, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 805, \"last_update\": \"2019\\\\/05\\\\/15 13:56:48\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842444.402688452624716, 6520226.574919849634171 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10064, \"name\": \"4 août 1789\", \"address\": \"Rue du 4 août 1789\", \"address2\": \"Angle rue 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\"\", \"pole\": \"Maillage\", \"lat\": 45.784051343684737, \"lng\": 4.8970859241187767, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 779, \"last_update\": \"2019\\\\/05\\\\/15 13:49:58\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847383.046121188439429, 6522263.2050662022084 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3066, \"name\": \"Kimmerling \\\\/ Faure\", \"address\": \"139 avenue Faure\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 66, \"bonus\": \"\", \"pole\": \"Bureaux, habitat, collège\", \"lat\": 45.754263170859886, \"lng\": 4.8634659165957501, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 958, \"last_update\": \"2019\\\\/05\\\\/15 13:49:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3066 - KIMMERLING \\\\/ FAURE\", \"description\": \"Dans le cadre du projet Part-Dieu, la station 3066 KIMMERLING \\\\/ FAURE sera fermée à compter du mercredi 29 mai 2019.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes à proximité : \\\\n- 3067 HACHETTE\\\\n- 3043 PLACE ROUGET DE L\\'ISLE\\\\n- 3036 FELIX FAURE VIVIER MERLE\\\\n\", \"startdate\": \"2019\\\\/05\\\\/29 00:00:00\", \"enddate\": \"2019\\\\/09\\\\/30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844849.684175750007853, 6518893.930683209560812 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7024, \"name\": \"Bancel \\\\/ Chevreul\", \"address\": \"Rue Bancel\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"Itinéraire cyclable\", \"lat\": 45.748518880254053, \"lng\": 4.840523165113189, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 910, \"last_update\": \"2019\\\\/05\\\\/15 13:55:36\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843081.50614227168262, 6518214.367988348938525 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8029, \"name\": \"Etats Unis \\\\/ Lévigne\", \"address\": \"79 boulevard des Etats-Unis\", \"address2\": \"Angle Lévigne \\\\/ Etats-Unis\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 29, \"bonus\": \"\", \"pole\": \"Commerce, habitat, école, tramway T4\", \"lat\": 45.732218010659686, \"lng\": 4.865141536736715, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 15, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 994, \"last_update\": \"2019\\\\/05\\\\/15 13:56:01\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845037.729222724563442, 6516449.553059970960021 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6042, \"name\": \"Cité Internationale \\\\/ Résidence hôtelière\", \"address\": \"Allée Achille Lignon\", \"address2\": \"\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 42, \"bonus\": \"\", \"pole\": \"Amphithéâtre, bureaux, résidence hôtelière\", \"lat\": 45.784855740543051, \"lng\": 4.8556154279208155, \"bike_stands\": 28, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 936, \"last_update\": \"2019\\\\/05\\\\/15 13:54:14\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844159.738057831651531, 6522275.950638463720679 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2013, \"name\": \"Célestins\", \"address\": \"Place des Célestins\", \"address2\": \"Côté nord de la place, vers l\\'ascenseur\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 13, \"bonus\": \"\", \"pole\": \"théâtre\", \"lat\": 45.759939832589723, \"lng\": 4.8320716113863762, \"bike_stands\": 22, \"status\": \"OPEN\", \"available_bike_stands\": 15, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 916, \"last_update\": \"2019\\\\/05\\\\/15 13:53:20\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842395.179678607848473, 6519467.054066611453891 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3086, \"name\": \"Feuillat \\\\/ Lacassagne\", \"address\": \"115 avenue Lacassagne\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 86, \"bonus\": \"\", \"pole\": \"Maillage, stade\", \"lat\": 45.749546957743568, \"lng\": 4.8760219922353407, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1096, \"last_update\": \"2019\\\\/05\\\\/15 13:56:03\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845837.943650419940241, 6518393.449464594013989 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10119, \"name\": \"Villeurbanne Saint Jean\", \"address\": \"2, Rue des Acacias\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 119, \"bonus\": \"\", \"pole\": \"Collège Jean Vilar\", \"lat\": 45.780445821710941, \"lng\": 4.9044888457892961, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 782, \"last_update\": \"2019\\\\/05\\\\/15 13:51:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847967.71788643754553, 6521876.770217049866915 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7053, \"name\": \"Jaurès \\\\/ Thibaudière\", \"address\": \"27 rue de la Thibaudière\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 53, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.750263873691459, \"lng\": 4.8451925201643542, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 893, \"last_update\": \"2019\\\\/05\\\\/15 13:55:18\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843439.90596762439236, 6518416.569860561750829 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3012, \"name\": \"Place du Château\", \"address\": \"Place du Château\", \"address2\": \"A côté de l\\'Eglise\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 12, \"bonus\": \"\", \"pole\": \"coeur de quartier\", \"lat\": 45.74951707884712, \"lng\": 4.8872857232192937, \"bike_stands\": 25, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 865, \"last_update\": \"2019\\\\/05\\\\/15 13:53:10\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 3012 PLACE DU CHATEAU\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 3012 - PLACE DU CHATEAU est fermée.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 3013 - PLACE ANTOINETTE\\\\n- 3089 - TRARIEUX LACASSAGNE\\\\n- 3051 - PLACE HENRI \\\\n- 3102 - DOCTEUR LONG\", \"startdate\": \"2019\\\\/05\\\\/10 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/11 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846713.475098800845444, 6518410.998067484237254 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4009, \"name\": \"Jacquart \\\\/ Denfert-Rochereau\", \"address\": \"Rue Denfert-Rochereau\", \"address2\": \"angle Rue Jacquard\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 9, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.775899511213836, \"lng\": 4.8253789620711203, \"bike_stands\": 14, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 1041, \"last_update\": \"2019\\\\/05\\\\/15 13:56:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841834.128295012516901, 6521226.868401361629367 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6024, \"name\": \"Tronchet \\\\/ Anatole France\", \"address\": \"115, Rue Tronchet\", \"address2\": \"angle rue Anatole France\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"Lycée du Parc, piscine Tronchet\", \"lat\": 45.770737154622886, \"lng\": 4.8567521774675422, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 4, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1061, \"last_update\": \"2019\\\\/05\\\\/15 13:53:42\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844284.898292061989196, 6520710.580731198191643 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6022, \"name\": \"Place Maréchal Lyautey\", \"address\": \"5-6, Place Maréchal Lyautey\", \"address2\": \"\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 22, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.769373057756539, \"lng\": 4.8423179538871635, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 1042, \"last_update\": \"2019\\\\/05\\\\/15 13:53:17\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843166.978908533230424, 6520532.865377721376717 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2016, \"name\": \"Place Regaud\", \"address\": \"Place Regaud\", \"address2\": \"Angle rue Tupin \\\\/ rue Herriot\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 16, \"bonus\": \"\", \"pole\": \"maillage, Virgin\", \"lat\": 45.763076929566999, \"lng\": 4.8342866883470439, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 832, \"last_update\": \"2019\\\\/05\\\\/15 13:56:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842559.220433751586825, 6519819.334201307035983 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3080, \"name\": \"Part-Dieu \\\\/ Villette\", \"address\": \"Rue de la Villette\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 80, \"bonus\": \"\", \"pole\": \"Gare Part-Dieu\", \"lat\": 45.760055057814839, \"lng\": 4.8616738805899402, \"bike_stands\": 30, \"status\": \"OPEN\", \"available_bike_stands\": 24, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 797, \"last_update\": \"2019\\\\/05\\\\/15 13:55:56\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844695.249674789374694, 6519533.660144481807947 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5029, \"name\": \"Place Gerson\", \"address\": \"Place Gerson\", \"address2\": \"A proximité du Quai Pierre Size\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 29, \"bonus\": \"\", \"pole\": \"Vieux Lyon\", \"lat\": 45.767054455141064, \"lng\": 4.8270475070640995, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1027, \"last_update\": \"2019\\\\/05\\\\/15 13:53:11\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841986.478561369469389, 6520247.879509736783803 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7009, \"name\": \"Jean Jaurès\", \"address\": \"avenue Jean Jaurès\", \"address2\": \"Angle rue Fourcade\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 9, \"bonus\": \"\", \"pole\": \"métro B\", \"lat\": 45.737794826260711, \"lng\": 4.8375855217711159, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1081, \"last_update\": \"2019\\\\/05\\\\/15 13:55:16\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842880.888293799012899, 6517018.455390849150717 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7045, \"name\": \"Parc des Berges\", \"address\": \"40 avenue Leclerc\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 45, \"bonus\": \"\", \"pole\": \"Accès berges, parc, itinéraire cyclable\", \"lat\": 45.737752098681447, \"lng\": 4.8244878801967017, \"bike_stands\": 25, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 760, \"last_update\": \"2019\\\\/05\\\\/15 13:52:31\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841862.776780637563206, 6516990.096264153718948 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4021, \"name\": \"Tabareau\", \"address\": \"Rue Tabareau\", \"address2\": \"angle Boulevard de la Croix-Rousse\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 21, \"bonus\": \"\", \"pole\": \"IUFM\", \"lat\": 45.774080670534389, \"lng\": 4.8251597121983645, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1043, \"last_update\": \"2019\\\\/05\\\\/15 13:56:19\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841821.763639885932207, 6521024.544940195046365 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3103, \"name\": \"Place Danton\", \"address\": \"4 place Danton\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 103, \"bonus\": \"\", \"pole\": \"Commerces, bureau\", \"lat\": 45.754833994721082, \"lng\": 4.8575463985213476, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 959, \"last_update\": \"2019\\\\/05\\\\/15 13:56:06\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844388.146092891111039, 6518946.462037740275264 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6031, \"name\": \"Lafayette \\\\/ Corneille\", \"address\": \"64, Rue Pierre Corneille\", \"address2\": \"angle Cours Lafayette\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 31, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.763759478341875, \"lng\": 4.8437773405191873, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 943, \"last_update\": \"2019\\\\/05\\\\/15 13:55:15\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843294.922517508035526, 6519912.289923483505845 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10018, \"name\": \"Tolstoï \\\\/ Florian\", \"address\": \"Rue Florian\", \"address2\": \"Angle cours Tolstoï\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 18, \"bonus\": \"\", \"pole\": \"itinéraire cyclable\", \"lat\": 45.761716350522157, \"lng\": 4.8807377796917413, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 877, \"last_update\": \"2019\\\\/05\\\\/15 13:56:14\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846172.284377036150545, 6519753.208334181457758 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9049, \"name\": \"Sergent Berthet \\\\/ Gorge de Loup\", \"address\": \"6, Rue Gorge de Loup\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 49, \"bonus\": \"\", \"pole\": \"Commerces, coeur de quartier\", \"lat\": 45.770134072017605, \"lng\": 4.8051580030149461, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 6, \"available_bikes\": 10, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 886, \"last_update\": \"2019\\\\/05\\\\/15 13:56:07\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840277.846454114187509, 6520550.6591129116714 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10072, \"name\": \"Jacques Brel\", \"address\": \"Rue Jacques Brel\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 64, \"bonus\": \"\", \"pole\": \"Tram, habitat dense et quartier du Tonkin\", \"lat\": 45.774225539718252, \"lng\": 4.8642860657508757, \"bike_stands\": 23, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 844, \"last_update\": \"2019\\\\/05\\\\/15 13:51:50\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 10072 - Jacques Brel\", \"description\": \"En raison d\\'actes de 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6519178.075488403439522 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9022, \"name\": \"Rue Masaryk \\\\/ Saint-Cyr\", \"address\": \"Rue Masaryk\", \"address2\": \"angle Rue Chinard \\\\/ Rue de Saint-Cyr\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 22, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.77862889890703, \"lng\": 4.8071200280976578, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1034, \"last_update\": \"2019\\\\/05\\\\/15 13:56:04\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840408.700148234609514, 6521497.256442402489483 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3099, \"name\": \"Place Sainte Anne\", \"address\": \"2 place Saint Anne\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 99, \"bonus\": \"\", \"pole\": \"Coeur de quartier, commerces\", \"lat\": 45.75695497472752, \"lng\": 4.865441659195346, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 940, \"last_update\": \"2019\\\\/05\\\\/15 13:55:07\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844996.171398718724959, 6519196.400647939182818 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9010, \"name\": \"Piscine de Vaise\", \"address\": \"52, Rue Sidoine Apollinaire\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 10, \"bonus\": \"\", \"pole\": \"Piscine d\\'hiver de Vaise\", \"lat\": 45.771018288451508, \"lng\": 4.7964503487575509, \"bike_stands\": 19, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 10, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 890, \"last_update\": \"2019\\\\/05\\\\/15 13:53:03\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839599.062648192048073, 6520633.394662632606924 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6028, \"name\": \"Récamier \\\\/ Tête d\\'Or\", \"address\": \"10, Rue Juliette Récamier\", \"address2\": \"angle rue Tête d\\'Or\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 28, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.764333697561206, \"lng\": 4.8534921297061953, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 0, \"available_bikes\": 15, \"availabilitycode\": 2, \"availability\": \"Bleu\", \"banking\": 0, \"gid\": 1069, \"last_update\": \"2019\\\\/05\\\\/15 13:54:21\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844048.302751357201487, 6519993.715943302027881 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10034, \"name\": \"Docteur Damidot\", \"address\": \"Rue du Docteur Damidot\", \"address2\": \"Devant la MJC\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 34, \"bonus\": \"\", \"pole\": \"MJC\", \"lat\": 45.761788284968709, \"lng\": 4.8861572848566013, \"bike_stands\": 10, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 823, \"last_update\": \"2019\\\\/05\\\\/15 13:56:43\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture station 10034 - DOCTEUR DAMIDOT\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10034 - DOCTEUR DAMIDOT est fermée.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 10018 - TOLSTOI \\\\/ FLORIAN\\\\n- 10021 - GRANDCLEMENT\\\\n- 10064 - 4 AOUT 1789\", \"startdate\": \"2019\\\\/05\\\\/13 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/17 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846593.221394923632033, 6519771.241266217082739 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7021, \"name\": \"Challemel Lacour \\\\/ Gerland\", \"address\": \"rue de Gerland\", \"address2\": \"angle rue Challemel Lacour\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 21, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.72980586520876, \"lng\": 4.8381384383404171, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 9, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1064, \"last_update\": \"2019\\\\/05\\\\/15 13:47:08\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842944.522907163598575, 6516132.51429485809058 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3004, \"name\": \"Bourse du travail\", \"address\": \"Rue de la Part-Dieu\", \"address2\": \"face Place Voltaire\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 4, \"bonus\": \"\", \"pole\": \"métro B, coeur quartier\", \"lat\": 45.759638232495469, \"lng\": 4.8480846921356076, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 855, \"last_update\": \"2019\\\\/05\\\\/15 13:52:11\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843640.331315527902916, 6519462.573299480602145 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5047, \"name\": \"Albéric Pont\", \"address\": \"2, Rue Docteur Albéric Pont\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 47, \"bonus\": \"\", \"pole\": \"Gymnase, Terrain de sports, collège\", \"lat\": 45.753444343560041, \"lng\": 4.8044009888454049, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 914, \"last_update\": \"2019\\\\/05\\\\/15 13:50:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840261.378774692420848, 6518696.390365350060165 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9052, \"name\": \"Balmont\", \"address\": \"332 bd de Balmont\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 52, \"bonus\": \"\", \"pole\": \"Commerces\", \"lat\": 45.789315187584513, \"lng\": 4.7991603409726267, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 966, \"last_update\": \"2019\\\\/05\\\\/15 13:50:39\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839763.322578372317366, 6522669.545743404887617 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 12002, \"name\": \"Poudrette la Soie\", \"address\": \"Face 2 rue de la Poudrette\", \"address2\": \"\", \"commune\": \"VAULX-EN-VELIN\", \"nmarrond\": 70, \"bonus\": \"\", \"pole\": \"Centre commercial Carré de Soie\", \"lat\": 45.764400313058779, \"lng\": 4.9192757859473666, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1004, \"last_update\": \"2019\\\\/05\\\\/15 13:50:08\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69256\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 849159.657926666201092, 6520123.247366645373404 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6033, \"name\": \"Créqui \\\\/ Lafayette\", \"address\": \"153, Rue de Créqui\", \"address2\": \"Angle avec Cours Lafayette\", \"commune\": \"Lyon 6 ème\", \"bonus\": \"\", \"pole\": \"Part-Dieu\", \"lat\": 45.763796012526328, \"lng\": 4.8470620002854572, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1204, \"last_update\": \"2019\\\\/05\\\\/15 13:55:55\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843550.058709103614092, 6519922.312017040327191 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10012, \"name\": \"Zola \\\\/ France\", \"address\": \"230, Cours emile Zola\", \"address2\": \"Angle cours Emile Zola\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 12, \"bonus\": \"\", \"pole\": 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4.8325539207543908, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1105, \"last_update\": \"2019\\\\/05\\\\/15 13:50:13\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842391.078668539761566, 6521259.27989848703146 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10047, \"name\": \"Lherminier \\\\/ Pressensé\", \"address\": \"2, Rue du Commandant Lherminier\", \"address2\": \"Angle Rue de Pressensé\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 47, \"bonus\": \"\", \"pole\": \"itinéraires cyclables\", \"lat\": 45.771172325504288, \"lng\": 4.8849976819807139, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 828, \"last_update\": \"2019\\\\/05\\\\/15 13:54:10\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846478.238676656037569, 6520810.897377070039511 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10049, \"name\": \"Préssensé\", \"address\": \"294, Rue Francis de Préssensé\", \"address2\": \" \", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 49, \"bonus\": \"\", \"pole\": \"itinéraires cyclables\", \"lat\": 45.769180194457221, \"lng\": 4.8967237070913487, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 869, \"last_update\": \"2019\\\\/05\\\\/15 13:56:50\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847394.576202403288335, 6520611.553347169421613 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8024, \"name\": \"Mermoz \\\\/ Michelet\", \"address\": \"Avenue Mermoz\", \"address2\": \"angle avenue Michelet\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"Cité des Entreprises, itinéraire cyclable\", \"lat\": 45.733237389191387, \"lng\": 4.8786320591691865, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 810, \"last_update\": \"2019\\\\/05\\\\/15 13:49:43\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846083.893277379218489, 6516587.592932953499258 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7007, \"name\": \"Farge \\\\/ Ayasse\", \"address\": \"117 boulevard Yves Farge\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 52, \"bonus\": \"\", \"pole\": \"Centre commercial, logements, itinéraire cyclable\", \"lat\": 45.735673889781197, \"lng\": 4.8277191559612227, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 766, \"last_update\": \"2019\\\\/05\\\\/15 13:49:14\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842119.320782133610919, 6516765.181353102438152 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8038, \"name\": \"Albert Thomas \\\\/ Villon\", \"address\": \"64, Cours Albert Thomas\", \"address2\": \"angle rue Villon\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 38, \"bonus\": \"\", \"pole\": \"bureaux, itinéraire cyclable\", \"lat\": 45.746716331494689, \"lng\": 4.8674286445260062, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 15, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 759, \"last_update\": \"2019\\\\/05\\\\/15 13:55:31\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845177.473383315606043, 6518063.3588139526546 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10112, \"name\": \"Place de la Reconnaissance\", \"address\": \"109 route de Genas\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 112, \"bonus\": \"\", \"pole\": \"MJC, espace public, maillage\", \"lat\": 45.754440243076644, \"lng\": 4.885348918938023, \"bike_stands\": 32, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 972, \"last_update\": \"2019\\\\/05\\\\/15 13:57:04\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 10112 - Place de la reconnaissance\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10112 - PLACE DE LA RECONNAISSANCE est fermée.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 3013 - PLACE ANTOINETTE\\\\n- 10024 - PLACE DES MAISONS NEUVES\\\\n- 10063 - PERRIN \\\\/ JEAN JAURES\\\\n- 10113 - GARE DE 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\"65, Boulevard Vivier Merle\", \"address2\": \"angle rue Paul Bert\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 38, \"bonus\": \"\", \"pole\": \"CAFAL\", \"lat\": 45.757330738678966, \"lng\": 4.8589349649959805, \"bike_stands\": 40, \"status\": \"OPEN\", \"available_bike_stands\": 32, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 867, \"last_update\": \"2019\\\\/05\\\\/15 13:53:36\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844489.533442782470956, 6519226.190796877257526 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2025, \"name\": \"Mercière \\\\/ Ferrandière\", \"address\": \"Rue Ferrandière\", \"address2\": \"Angle rue de Brest\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 25, \"bonus\": \"\", \"pole\": \"restaurants de la rue Mercière, commerces\", \"lat\": 45.762055301478128, \"lng\": 4.8332059556379781, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 849, \"last_update\": \"2019\\\\/05\\\\/15 13:55:00\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842477.875589996576309, 6519703.961554874666035 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7004, \"name\": \"Mairie du 7ème\", \"address\": \"place Jean Macé\", \"address2\": \"face à la Mairie\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 4, \"bonus\": \"\", \"pole\": \"métro B, tram, future halte TER, coeur quartier, mairie\", \"lat\": 45.74652506566693, \"lng\": 4.8423789965279012, \"bike_stands\": 30, \"status\": \"OPEN\", \"available_bike_stands\": 29, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1063, \"last_update\": \"2019\\\\/05\\\\/15 13:53:59\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843230.917196362977847, 6517996.37782936822623 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2039, \"name\": \"Charité \\\\/ Récamier\", \"address\": \"86 rue de la Charité\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 39, \"bonus\": \"\", \"pole\": \"Lycée, tramway, commerces\", \"lat\": 45.749253395491387, \"lng\": 4.8298441257520306, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1099, \"last_update\": \"2019\\\\/05\\\\/15 13:51:44\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842249.581037737429142, 6518276.620169556699693 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5041, \"name\": \"L\\'Homme de la Roche\", \"address\": \"56, Quai Pierre Scize\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 41, \"bonus\": \"\", \"pole\": \"Itinéraire cyclable, commerces, coeur de quartier\", \"lat\": 45.766550037990122, \"lng\": 4.8201999220397385, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 917, \"last_update\": \"2019\\\\/05\\\\/15 13:52:11\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841455.713501340942457, 6520179.588541476987302 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5009, \"name\": \"Place Ennemond Fousseret\", \"address\": \"Quai Romain Rolland angle Quai de Bondy\", \"address2\": \"Place Fousseret\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 9, \"bonus\": \"\", \"pole\": \"Vieux Lyon\", \"lat\": 45.764681505671227, \"lng\": 4.8289833265225157, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1032, \"last_update\": \"2019\\\\/05\\\\/15 13:55:42\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842142.994450361118652, 6519987.915003228932619 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8030, \"name\": \"Laënnec\", \"address\": \"rue Nungesser et Coli\", \"address2\": \"angle avenue Laënnec\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 30, \"bonus\": \"\", \"pole\": \"fac, tram\", \"lat\": 45.741373737796557, \"lng\": 4.8797369306165574, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 6, \"available_bikes\": 9, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1056, \"last_update\": \"2019\\\\/05\\\\/15 13:51:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846148.285348920151591, 6517492.931033680215478 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7057, \"name\": \"Jaurès \\\\/ Bollier\", \"address\": \"219 avenue Jean Jaurès\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 57, \"bonus\": \"\", \"pole\": \"ENS Lettres, commerces\", \"lat\": 45.734681842914853, \"lng\": 4.8354573824491203, \"bike_stands\": 34, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 14, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 765, \"last_update\": \"2019\\\\/05\\\\/15 13:56:41\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842723.480265771388076, 6516669.000328030437231 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2035, \"name\": \"Childebert\\\\/Rivière\", \"address\": \"2, Rue Marcel-Gabriel Rivière\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 35, \"bonus\": \"\", \"pole\": \"Commerces, hôtel Dieu, place, Parking\", \"lat\": 45.759869735213599, \"lng\": 4.8357822439894793, \"bike_stands\": 23, \"status\": \"OPEN\", \"available_bike_stands\": 2, \"available_bikes\": 21, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 860, \"last_update\": \"2019\\\\/05\\\\/15 13:56:15\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842683.712409695726819, 6519465.970058782026172 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3005, \"name\": \"Saxe-Gambetta\", \"address\": \"Place Victor Basch\", \"address2\": \" \", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 5, \"bonus\": \"\", \"pole\": \"métro B D\", \"lat\": 45.753785865243557, \"lng\": 4.8480424261036825, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 15, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1049, \"last_update\": \"2019\\\\/05\\\\/15 13:57:03\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843652.255988549091853, 6518812.764028669334948 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10121, \"name\": \"Parc du Centre\", \"address\": \"34 rue Billon\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 121, \"bonus\": \"\", \"pole\": \"Parc du centre, itinéraire cyclable\", \"lat\": 45.771924968676551, \"lng\": 4.8790595766622458, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 783, \"last_update\": \"2019\\\\/05\\\\/15 13:52:29\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846014.902496821596287, 6520883.457260247319937 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6021, \"name\": \"Garibaldi\", \"address\": \"rue Garibaldi\", \"address2\": \"angle rue Grillon\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 21, \"bonus\": \"\", \"pole\": \"commerces (ATAC)\", \"lat\": 45.770892584583272, \"lng\": 4.8498880037386272, \"bike_stands\": 11, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1084, \"last_update\": \"2019\\\\/05\\\\/15 13:51:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843751.1890356419608, 6520715.317166719585657 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10008, \"name\": \"Salengro \\\\/ Vaillant\", \"address\": \"rue Roger salengro\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 8, \"bonus\": \"\", \"pole\": \"centre quartier, itinéraire cyclable\", \"lat\": 45.778368208004878, \"lng\": 4.8796732813004162, \"bike_stands\": 24, \"status\": \"OPEN\", \"available_bike_stands\": 22, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1000, \"last_update\": \"2019\\\\/05\\\\/15 13:56:33\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846045.551006409339607, 6521599.916109134443104 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3083, \"name\": \"Les Halles\", \"address\": \"183, Rue André Philip\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 83, \"bonus\": \"\", \"pole\": \"Commerces, coeur de quartier\", \"lat\": 45.761518927436406, \"lng\": 4.8504862573912657, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 798, \"last_update\": \"2019\\\\/05\\\\/15 13:55:03\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843822.06214117910713, 6519675.740200522355735 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8006, \"name\": \"Place 8 mai 1945\", \"address\": \"rue Professeur Beauvisage\", \"address2\": \"angle avenue des Etats-Unis\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 6, \"bonus\": \"\", \"pole\": \"coeur quartier, itinéraires cyclables\", \"lat\": 45.729745600584778, \"lng\": 4.8682842593332269, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1070, \"last_update\": \"2019\\\\/05\\\\/15 13:52:37\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845288.564731916878372, 6516180.843646742403507 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8009, \"name\": \"Jean XXIII \\\\/ Mermoz\", \"address\": \"place du 11 novembre 1918\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 9, \"bonus\": \"\", \"pole\": \"tram\", \"lat\": 45.736574944562335, \"lng\": 4.8699160915100874, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 14, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1093, \"last_update\": \"2019\\\\/05\\\\/15 13:56:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845397.483527320437133, 6516942.040336353704333 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3036, \"name\": \"Félix Faure \\\\/ Vivier Merle\", \"address\": \"Face au 106 avenue Félix Faure\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 36, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.753799458227306, \"lng\": 4.8598633397749014, \"bike_stands\": 35, \"status\": \"OPEN\", \"available_bike_stands\": 29, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 952, \"last_update\": \"2019\\\\/05\\\\/15 13:56:48\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844570.915730765089393, 6518835.847053698264062 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10073, \"name\": \"Institut d\\'Art contemporain\", \"address\": \"Rue Docteur Dolard\", \"address2\": \"Angle rue 4 septembre\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 73, \"bonus\": \"\", \"pole\": \"Nouveau Musée D\\'Art Contemporain\", \"lat\": 45.761535426174646, \"lng\": 4.8724622620566818, \"bike_stands\": 15, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 908, \"last_update\": \"2019\\\\/05\\\\/15 13:52:36\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 10073 - INSTITUT D\\'ART CONTEMPORAIN\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10073 - INSTITUT D\\'ART CONTEMPORAIN est fermée.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 3021 - PLACE DE LA FERRANDIERE\\\\n- 3101 - PATINOIRE BARABAN\\\\n- 10025 - TOTEM\\\\n- 10048 - PLACE MARENGO\", \"startdate\": \"2019\\\\/05\\\\/07 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/11 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845529.702459449646994, 6519717.836562347598374 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8056, \"name\": \"Delore \\\\/ Audibert & Lavirotte\", \"address\": \"69 rue Audibert & Lavirotte\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 56, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.735795232059289, \"lng\": 4.8568128186711998, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 763, \"last_update\": \"2019\\\\/05\\\\/15 13:55:16\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844380.847830247599632, 6516831.433253817260265 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7041, \"name\": \"Domer \\\\/ Chevreul\", \"address\": \"rue Domer\", \"address2\": \"angle rue Chevreuil\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 41, \"bonus\": \"\", \"pole\": \"MJC du 7e, itinéraire cyclable\", \"lat\": 45.746685928714093, \"lng\": 4.8444823613422905, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1075, \"last_update\": \"2019\\\\/05\\\\/15 13:55:13\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843393.990798783372156, 6518018.054439313709736 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3071, \"name\": \"BioParc\", \"address\": \"60 avenue Rockefeller\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 71, \"bonus\": \"\", \"pole\": \"Pôle d\\'habitation, Bio Parc, Faculté de Médecine\", \"lat\": 45.740483091025865, \"lng\": 4.8880858101360474, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 997, \"last_update\": \"2019\\\\/05\\\\/15 13:50:55\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846799.646451300475746, 6517409.539033150300384 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5006, \"name\": \"Quai Romain Rolland\", \"address\": \"Quai Romain Rolland\", \"address2\": \"Face au Palais de Justice\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 6, \"bonus\": \"\", \"pole\": \"Vieux Lyon\", \"lat\": 45.762037080692672, \"lng\": 4.8288896824580405, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1030, \"last_update\": \"2019\\\\/05\\\\/15 13:48:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, 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\"name\": \"Tonkin\", \"address\": \"Rue Salvador Allende\", \"address2\": \"Angle avenue du Lys Orangé, au pied de la\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 4, \"bonus\": \"\", \"pole\": \"centre quartier, itinéraire cyclable\", \"lat\": 45.776221014708135, \"lng\": 4.8626475813297994, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1021, \"last_update\": \"2019\\\\/05\\\\/15 13:48:06\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844728.570691843284294, 6521330.187645139172673 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4024, \"name\": \"Lyon Métropole\", \"address\": \"Face au 84, quai Joseph Gillet\", \"address2\": \"150 mètres au sud de la rue du Bois de la Caille\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.788170018823656, \"lng\": 4.8185602866725281, \"bike_stands\": 25, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 951, \"last_update\": \"2019\\\\/05\\\\/15 13:55:07\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841273.022949323174544, 6522576.930642936378717 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1005, \"name\": \"Meissonier\", \"address\": \"Place Meissonier\", \"address2\": \"Angle sud-est de la place\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 5, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.766085066859198, \"lng\": 4.8328335830568179, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 827, \"last_update\": \"2019\\\\/05\\\\/15 13:51:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842438.553371551679447, 6520150.677881978452206 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6037, \"name\": \"Cité Internationale \\\\/ Interpol\", \"address\": \"Allée A. Lignon\", \"address2\": \"Au niveau de l\\'arrêt de bus Interpol\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 37, \"bonus\": \"\", \"pole\": \"Interpol, habitations, parc\", \"lat\": 45.782306112832835, \"lng\": 4.8493439808167293, \"bike_stands\": 27, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 9, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1085, \"last_update\": \"2019\\\\/05\\\\/15 13:54:31\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843679.239430783316493, 6521981.460065441206098 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10083, \"name\": \"Château Gaillard \\\\/ Bienvenus\", \"address\": \"Face 31, Rue des Bienvenus\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 83, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.777864915253566, \"lng\": 4.8842442857728363, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 976, \"last_update\": \"2019\\\\/05\\\\/15 13:54:22\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846401.971985035692342, 6521552.505602202378213 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2017, \"name\": \"République \\\\/ Ferrandière\", \"address\": \"Face 30, Rue Ferrandière\", \"address2\": \"rue de la République\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 17, \"bonus\": \"\", \"pole\": \"métro A, commerces\", \"lat\": 45.762189982346754, \"lng\": 4.8359599250768337, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 6, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 852, \"last_update\": \"2019\\\\/05\\\\/15 13:56:55\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842691.529496000148356, 6519723.886857729405165 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8057, \"name\": \"Vienne \\\\/ Montagny\", \"address\": \"184 route de Vienne\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 57, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.732360363435632, \"lng\": 4.8534202156019024, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 786, \"last_update\": \"2019\\\\/05\\\\/15 13:48:48\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844126.049024057225324, 6516443.895119084976614 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3051, \"name\": \"Place Henri\", \"address\": \"Place Henri\", \"address2\": \"rue du Docteur Long\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 51, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.748166473362893, \"lng\": 4.8805634886690417, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 840, \"last_update\": \"2019\\\\/05\\\\/15 13:56:45\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846194.573945265379734, 6518248.586870494298637 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7014, \"name\": \"Marseille \\\\/ Félissent\", \"address\": \"rue Félissent\", \"address2\": \"angle rue de Marseille\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 14, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.753009808240172, \"lng\": 4.841377964319034, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 3, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1052, \"last_update\": \"2019\\\\/05\\\\/15 13:53:21\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843136.316870863200165, 6518714.503206801600754 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2011, \"name\": \"Sala \\\\/ Rue du Plat\", \"address\": \"25 Rue du Plat\", \"address2\": \"Face faculté catholique\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 11, \"bonus\": \"\", \"pole\": \"faculté catholique\", \"lat\": 45.756808487616944, \"lng\": 4.828374380139512, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1033, \"last_update\": \"2019\\\\/05\\\\/15 13:55:22\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842115.920168327749707, 6519112.748193891718984 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5004, \"name\": \"Saint Jean\", \"address\": \"Rue Saint-Jean\", \"address2\": \"entre entrée de la Cathédrale et le métro\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 4, \"bonus\": \"\", \"pole\": \"funiculaire, coeur quartier, Vieux Lyon\", \"lat\": 45.76048374389778, \"lng\": 4.8265650503972601, \"bike_stands\": 29, \"status\": \"OPEN\", \"available_bike_stands\": 21, \"available_bikes\": 18, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 854, \"last_update\": \"2019\\\\/05\\\\/15 13:52:40\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841965.869361208402552, 6519517.524498422630131 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10030, \"name\": \"Greuze\", \"address\": \"2, Rue Greuze\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 30, \"bonus\": \"\", \"pole\": \"centre social\", \"lat\": 45.773843668198161, \"lng\": 4.8938480167143412, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 822, \"last_update\": \"2019\\\\/05\\\\/15 13:49:15\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847158.72913965175394, 6521123.922923660837114 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10110, \"name\": \"Mémoire & Société\", \"address\": \"Rue Hauy\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 110, \"bonus\": \"\", \"pole\": \"Mémoire et société, itinéraire cyclable\", \"lat\": 45.759577656417854, \"lng\": 4.8827081207421843, \"bike_stands\": 18, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 985, \"last_update\": \"2019\\\\/05\\\\/15 13:50:41\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 10110 MEMOIRE ET SOCIETE\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10110 MÉMOIRE ET SOCIÉTÉ est fermée à compter de ce jour. \\\\n\\\\nNous vous invitons à utiliser les stations suivantes à proximité : \\\\n- 10060 SAINT EXUPÉRY\\\\n- 10063 PERRIN \\\\/ JEAN JAURES\\\\n\\\\n\", \"startdate\": \"2019\\\\/05\\\\/09 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/07 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846331.053970338543877, 6519519.421417252160609 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5053, \"name\": \"St Just\", \"address\": \"16 rue des Fargues\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 53, \"bonus\": \"\", \"pole\": \"Coeur de quartier, commerces, jardin public, lycée\", \"lat\": 45.756082553797015, \"lng\": 4.8193144977508515, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 912, \"last_update\": \"2019\\\\/05\\\\/15 13:53:25\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841413.695612786454149, 6519015.888519067317247 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8058, \"name\": \"Longefer \\\\/ Kruger\", \"address\": \"10 rue Paul Kruger\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 58, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.738667883950932, \"lng\": 4.8781309055528315, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 6, \"available_bikes\": 10, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1011, \"last_update\": \"2019\\\\/05\\\\/15 13:54:01\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846030.587993613677099, 6517189.557112992741168 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2037, \"name\": \"Place des Archives\", \"address\": \"18 rue Dugas montbel\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 37, \"bonus\": \"\", \"pole\": \" \", \"lat\": 45.747921479468893, \"lng\": 4.824925863189276, \"bike_stands\": 30, \"status\": \"OPEN\", \"available_bike_stands\": 32, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1101, \"last_update\": \"2019\\\\/05\\\\/15 13:54:20\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841870.728296709712595, 6518119.90092985983938 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3067, \"name\": \"Hachette\", \"address\": \"Rue Jean Renoir\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 67, \"bonus\": \"\", \"pole\": \"CES, logements\", \"lat\": 45.752891653781241, \"lng\": 4.8639614938255713, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 1019, \"last_update\": \"2019\\\\/05\\\\/15 13:55:50\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844891.793900047428906, 6518742.574163292534649 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3053, \"name\": \"Gambetta \\\\/ Jusserand\", \"address\": \"Avenue Jules Jusserand\", \"address2\": \"angle cours Gambetta\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 53, \"bonus\": \"\", \"pole\": \"bureaux, itinéraire cyclable\", \"lat\": 45.751131580462349, \"lng\": 4.855582849132956, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1051, \"last_update\": \"2019\\\\/05\\\\/15 13:56:53\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844245.207486591301858, 6518531.830631722696126 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10059, \"name\": \"Anatole France \\\\/ Zola\", \"address\": \"Anatole France\", \"address2\": \"Angle Zola \\\\/ France \\\\/ Lherminier\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 59, \"bonus\": \"\", \"pole\": \"stade de la Viabert, Carrefour, iti. Cyclable\", \"lat\": 45.768876317906674, \"lng\": 4.8842415132426114, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 816, \"last_update\": \"2019\\\\/05\\\\/15 13:55:19\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846425.573662561713718, 6520554.594104274176061 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10080, \"name\": \"Vaillant\\\\/Perroncel\", \"address\": \"Rue Alexis Perroncel\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 80, \"bonus\": \"\", \"pole\": \"Maillage, itinéraire cyclable\", \"lat\": 45.775425991547074, \"lng\": 4.8802898713340195, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 971, \"last_update\": \"2019\\\\/05\\\\/15 13:54:37\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846101.228970524156466, 6521274.414036738686264 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10074, \"name\": \"Zola \\\\/ Passage Rey\", \"address\": \"Cours E. Zola\", \"address2\": \"Angle passage Rey\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 74, \"bonus\": \"\", \"pole\": \"Salle de gym des Gratte-Ciel, centre-ville\", \"lat\": 45.770048087817877, \"lng\": 4.8769484147115385, \"bike_stands\": 19, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 909, \"last_update\": \"2019\\\\/05\\\\/15 13:50:59\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845855.836596923996694, 6520671.185375038534403 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8015, \"name\": \"Bd Jean XXIII\", \"address\": \"25, Rue Maryse Bastié\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 15, \"bonus\": \"\", \"pole\": \"Tramway, habitations\", \"lat\": 45.74032592964187, \"lng\": 4.8741942706838781, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 764, \"last_update\": \"2019\\\\/05\\\\/15 13:53:31\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845720.189882026636042, 6517366.360162791796029 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10118, \"name\": \"Voyant \\\\/ Chambord\", \"address\": \"92 rue Voyant\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 118, \"bonus\": \"\", \"pole\": \"Commerces, centre social\", \"lat\": 45.767153312728034, \"lng\": 4.9005991607433979, \"bike_stands\": 22, \"status\": \"CLOSED\", \"available_bike_stands\": 1, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 962, \"last_update\": \"2019\\\\/05\\\\/15 13:55:20\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 10118 - VOYANT \\\\/ CHAMBORD\", \"description\": \"En raison d’un accident de la circulation la station 10118 - VOYANT \\\\/ CHAMBORD est fermée jusqu’au 27\\\\/05\\\\/2019\\\\n\\\\nNous vous invitons à utiliser les stations suivantes à proximité : \\\\n10013 - CUSSET, 10088 - 4 AOÛT 1789 \\\\/ PRESSENSÉ, 10049 - PRESSENSÉ\\\\n\", \"startdate\": \"2019\\\\/04\\\\/25 00:00:00\", \"enddate\": \"2019\\\\/05\\\\/27 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847701.097203249111772, 6520393.773207071237266 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1022, \"name\": \"Place Tolozan\", \"address\": \"Place Tolozan\", \"address2\": \"Angle nord-est de la place\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 22, \"bonus\": \"\", \"pole\": \"Opéra, Métro A, métro C, mairie centrale\", \"lat\": 45.769600588825426, \"lng\": 4.8376084367310748, \"bike_stands\": 30, \"status\": \"OPEN\", \"available_bike_stands\": 26, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1098, \"last_update\": \"2019\\\\/05\\\\/15 13:56:23\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842800.479363998631015, 6520549.598116744309664 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3031, \"name\": \"Corneille \\\\/ Servient\", \"address\": \"Rue Corneille\", \"address2\": \"Angle Corneille \\\\/ Servient\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 31, \"bonus\": \"\", \"pole\": \"tram\", \"lat\": 45.759930525883611, \"lng\": 4.8445159039671504, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 857, \"last_update\": \"2019\\\\/05\\\\/15 13:56:20\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843362.243555304128677, 6519488.538166269659996 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10001, \"name\": \"IUT\\\\/ Feyssine\", \"address\": \"Rue de la Technologie\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 1, \"bonus\": \"\", \"pole\": \"IUT, tramway\", \"lat\": 45.785632462354499, \"lng\": 4.8824104015349032, \"bike_stands\": 30, \"status\": \"OPEN\", \"available_bike_stands\": 0, \"available_bikes\": 28, \"availabilitycode\": 2, \"availability\": \"Bleu\", \"banking\": 0, \"gid\": 970, \"last_update\": \"2019\\\\/05\\\\/15 13:56:53\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846238.948255860479549, 6522411.453644388355315 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3043, \"name\": \"Place Rouget de L\\'Isle\", \"address\": \"Place Rouget de l\\'Isle\", \"address2\": \"avenue Lacassagne\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 43, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.753966035066156, \"lng\": 4.8673527032652588, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 819, \"last_update\": \"2019\\\\/05\\\\/15 13:56:06\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845152.533272771630436, 6518868.080123736523092 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6001, \"name\": \"Gare des Brotteaux\", \"address\": \"Place Jules Ferry\", \"address2\": \"\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 1, \"bonus\": \"\", \"pole\": \"Places Jules Ferry, Métro B, Parking, restaurants\", \"lat\": 45.766909580266265, \"lng\": 4.8589921673125618, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 999, \"last_update\": \"2019\\\\/05\\\\/15 13:56:44\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844468.93779887072742, 6520289.738906783983111 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1016, \"name\": \"Pêcherie\", \"address\": \"6 rue de la Platière\", \"address2\": \"angle quai de la Pêcherie\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 16, \"bonus\": \"\", \"pole\": \"bouquinistes\", \"lat\": 45.765949493943616, \"lng\": 4.8311073660863197, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 775, \"last_update\": \"2019\\\\/05\\\\/15 13:50:14\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842304.77368048124481, 6520132.5140330363065 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7056, \"name\": \"Place Raspail\", \"address\": \"3 rue Cavenne\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 56, \"bonus\": \"\", \"pole\": \"Commerces, quartier, point nodal (Guillotière, 7e,\", \"lat\": 45.755756896674292, \"lng\": 4.840695360385709, \"bike_stands\": 22, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 770, \"last_update\": \"2019\\\\/05\\\\/15 13:56:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843076.15468609018717, 6519018.249738340266049 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10103, \"name\": \"DOUA \\\\/ Rue des sports\", \"address\": \"Rue des Arts\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 103, \"bonus\": \"\", \"pole\": \"Tennis, stade, piscine\", \"lat\": 45.784485187238431, \"lng\": 4.8774042325766302, \"bike_stands\": 30, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 968, \"last_update\": \"2019\\\\/05\\\\/15 13:53:36\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845853.135943313827738, 6522274.824826527386904 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4026, \"name\": \"Birmingham\", \"address\": \"Avenue de Birmingham\", \"address2\": \"Tunnel Mode doux de la Croix-Rousse\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 26, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.774631109801675, \"lng\": 4.8134162571603989, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 957, \"last_update\": \"2019\\\\/05\\\\/15 13:53:10\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840908.010348356328905, 6521064.631344221532345 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10041, \"name\": \"Kimmerling\", \"address\": \"41 rouet de Genas\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 41, \"bonus\": \"\", \"pole\": \"Maillage, espace public\", \"lat\": 45.752972399586781, \"lng\": 4.8988656628976361, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, 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4.8622578196582271, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 965, \"last_update\": \"2019\\\\/05\\\\/15 13:55:58\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844713.710995131637901, 6520675.791542490944266 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7008, \"name\": \"Jean Jaurès \\\\/ Guillotière\", \"address\": \"avenue Jean Jaurès\", \"address2\": \"angle rue de la Guillotière\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 8, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.752573064361876, \"lng\": 4.8463632200533286, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 3, \"availabilitycode\": 1, 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\"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841126.192542925709859, 6517179.216976298950613 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4012, \"name\": \"Place Adrien Godien\", \"address\": \"Place Adrien Godien\", \"address2\": \"angle Montée de la Boucle\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 12, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.779198505292328, \"lng\": 4.8409716233552409, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 11, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1103, \"last_update\": \"2019\\\\/05\\\\/15 13:51:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", 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4.8261054516922881, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 18, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 915, \"last_update\": \"2019\\\\/05\\\\/15 13:54:57\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841936.939117757137865, 6519223.373300928622484 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1031, \"name\": \"Place de la Paix\", \"address\": \"Place de la Paix\", \"address2\": \"En face de la poste\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 31, \"bonus\": \"\", \"pole\": \"Opéra, métro A, mairie centrale\", \"lat\": 45.768023612654652, \"lng\": 4.831741251718416, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 19, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1067, \"last_update\": \"2019\\\\/05\\\\/15 13:47:52\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842348.684671667753719, 6520363.927162845619023 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3037, \"name\": \"Paul Bert \\\\/ Garibaldi\", \"address\": \"209, Rue Paul Bert\", \"address2\": \"Face place des Martyrs de la Résistance\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 37, \"bonus\": \"\", \"pole\": \"maillage (piscine Garibaldi)\", \"lat\": 45.757102858168174, \"lng\": 4.85348079711666, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 859, \"last_update\": \"2019\\\\/05\\\\/15 13:52:15\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844066.268992617609911, 6519190.925769073888659 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3085, \"name\": \"Sacré Coeur\", \"address\": \"rue Charial\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 85, \"bonus\": \"\", \"pole\": \"Gymnase, piscine, lycée, jardin public, sacré coeur\", \"lat\": 45.757829669874603, \"lng\": 4.868395040197143, \"bike_stands\": 16, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 946, \"last_update\": \"2019\\\\/05\\\\/15 13:52:28\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 3085 SACRE COEUR\", \"description\": \"En raison d\\'actes de vandalisme répétés, le station 3085 SACRE CŒUR est fermée à compter de ce jour. \\\\n\\\\nNous vous invitons à utiliser les station suivantes : \\\\n- 3021 PLACE DE LA FERRANDIERE\\\\n- 3099 PLACE SAINTE ANNE\\\\n\", \"startdate\": \"2019\\\\/05\\\\/09 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/07 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845223.389406969072297, 6519298.936583270318806 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7031, \"name\": \"Jaurès \\\\/ Gerland\", \"address\": \"45 rue Gerland\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 31, \"bonus\": \"\", \"pole\": \"Foyer étudiant, centre de formation\", \"lat\": 45.739813234889681, \"lng\": 4.8403073886228567, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", 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\"address\": \"Face 34 rue Baraban\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 101, \"bonus\": \"\", \"pole\": \"Patinoire, activités\", \"lat\": 45.762585664618541, \"lng\": 4.8686111248701751, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 781, \"last_update\": \"2019\\\\/05\\\\/15 13:53:10\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845227.684294489212334, 6519827.34330833517015 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10114, \"name\": \"Bel Air \\\\/ Les Brosses\", \"address\": \"Avenue de Bel Air\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 114, \"bonus\": \"\", \"pole\": \"Tramway, piste cyclable\", \"lat\": 45.75790707323609, \"lng\": 4.9108067086686678, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 8, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 932, \"last_update\": \"2019\\\\/05\\\\/15 13:50:17\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 848519.046142991282977, 6519386.416088805533946 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10038, \"name\": \"Condorcet\", \"address\": \"Boulevard du 11 Novembre 1918\", \"address2\": \"Croisement Tram\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 38, \"bonus\": \"\", \"pole\": \"tram, itinéraire cyclable\", \"lat\": 45.779045773718579, \"lng\": 4.8667783280240924, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 6, \"available_bikes\": 6, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 825, \"last_update\": \"2019\\\\/05\\\\/15 13:56:21\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845042.056473409407772, 6521651.371095263399184 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10060, \"name\": \"Saint Exupéry\", \"address\": \"Avenue Antoine de Saint-Exupéry fac\", \"address2\": \"entre rue Richelieu et rue Florian\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 60, \"bonus\": \"\", \"pole\": \"Commerces, marché, centre de quartier\", \"lat\": 45.758864586641053, \"lng\": 4.8786811583596599, \"bike_stands\": 15, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 817, \"last_update\": \"2019\\\\/05\\\\/15 13:55:52\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture station 10060 - SAINT EXUPERY\", \"description\": \"En raison d\\'actes de vandalisme répétés, la station 10060 - SAINT EXUPERY est fermée.\\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 10018 - TOLSTOI \\\\/ FLORIAN\\\\n- 10024 - MAISONS NEUVES\\\\n- 10048 - PLACE MARENGO\", \"startdate\": \"2019\\\\/05\\\\/13 00:00:00\", \"enddate\": \"2019\\\\/06\\\\/17 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846020.006495205569081, 6519432.802157342433929 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 4005, \"name\": \"1 Place Bertone\", \"address\": \"Rue du Chariot d\\'Or\", \"address2\": \"Place Bertone\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": 5, \"bonus\": \"\", \"pole\": \"coeur quartier\", \"lat\": 45.777617376504985, \"lng\": 4.8345009421112763, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 853, \"last_update\": \"2019\\\\/05\\\\/15 13:54:43\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842538.358158802147955, 6521434.013163824565709 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7012, \"name\": \"Place des Pavillons\", \"address\": \"Place des Pavillons\", \"address2\": \"Devant la Bibliothèque\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 12, \"bonus\": \"\", \"pole\": \"ENS Sciences, coeur quartier\", \"lat\": 45.729500990428903, \"lng\": 4.8296900421611282, \"bike_stands\": 13, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 1079, \"last_update\": \"2019\\\\/05\\\\/15 13:49:32\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69387\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 7012 PLACE DES PAVILLONS\", \"description\": \"En raison de travaux de maintenance, la station 7012 PLACE DES PAVILLONS est fermée jusqu\\'au 27\\\\/05\\\\/2019 inclus. \\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 7005 DEBOURG\\\\n- 7006 GERLAND\", \"startdate\": \"2019\\\\/04\\\\/26 00:00:00\", \"enddate\": \"2019\\\\/05\\\\/27 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842288.427929394179955, 6516083.407866971567273 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10102, \"name\": \"DOUA \\\\/ Gaston Berger\", \"address\": \"Avenue 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centrale\", \"lat\": 45.767540802515761, \"lng\": 4.83630103042172, \"bike_stands\": 22, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 11, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1092, \"last_update\": \"2019\\\\/05\\\\/15 13:56:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842704.218166871811263, 6520318.555532370693982 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8054, \"name\": \"Martinière Monplaisir\", \"address\": \"3, Rue Antoine Lumière\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 54, \"bonus\": \"\", \"pole\": \"Lycée technique\", \"lat\": 45.740847264386751, \"lng\": 4.8682065451769923, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 20, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 792, \"last_update\": \"2019\\\\/05\\\\/15 13:51:30\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845253.356540348846465, 6517413.20636344794184 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7039, \"name\": \"Guillotière \\\\/ Madeleine\", \"address\": \"Grande rue de la Guillotière\", \"address2\": \"angle rue de la Madeleine\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 39, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.751036664724865, \"lng\": 4.8480407677448367, \"bike_stands\": 10, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 1031, \"last_update\": \"2019\\\\/05\\\\/15 13:51:27\", 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\"\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 34, \"bonus\": \"\", \"pole\": \" \", \"lat\": 45.770001574091083, \"lng\": 4.8292695053207497, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 807, \"last_update\": \"2019\\\\/05\\\\/15 13:55:50\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842151.546028730226681, 6520579.069478994235396 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3013, \"name\": \"Place Antoinette\", \"address\": \"Place Antoinette\", \"address2\": \"Angle rue Antoinette et cours Richard\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 13, \"bonus\": \"\", \"pole\": \"coeur de quartier\", \"lat\": 45.753644844595549, \"lng\": 4.889268557413093, \"bike_stands\": 21, \"status\": \"OPEN\", \"available_bike_stands\": 5, \"available_bikes\": 16, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1002, \"last_update\": \"2019\\\\/05\\\\/15 13:53:06\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846856.620390263269655, 6518872.94497321266681 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 5016, \"name\": \"Mairie du 5e\", \"address\": \"14, Rue Docteur Edmond Locard\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": 16, \"bonus\": \"\", \"pole\": \"Mairie de Lyon 5ème\", \"lat\": 45.757565286536952, \"lng\": 4.8010276690675431, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 809, \"last_update\": \"2019\\\\/05\\\\/15 13:47:27\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839988.769137814990245, 6519147.919149353168905 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7055, \"name\": \"Servant \\\\/ Jaboulay\", \"address\": \"30 rue Renan\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 55, \"bonus\": \"\", \"pole\": \"Métro B, future halte TER, coeur quartier, mairie\", \"lat\": 45.746759079692723, \"lng\": 4.8420129619175949, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 979, \"last_update\": \"2019\\\\/05\\\\/15 13:56:34\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843201.859786240849644, 6518021.694341937080026 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3039, \"name\": \"Place Bir Hakeim\", \"address\": \"Place Bir Hakeim\", \"address2\": \"Au niveau rue Duvivier\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 39, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.752592143713962, \"lng\": 4.8557101486887975, \"bike_stands\": 19, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 864, \"last_update\": \"2019\\\\/05\\\\/15 13:55:35\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844251.289932792657055, 6518694.215233203954995 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2024, \"name\": \"République \\\\/ Maupin\", \"address\": \"Rue Maupin\", \"address2\": \"Entre Herriot et République\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 24, \"bonus\": \"\", \"pole\": \"commerces\", \"lat\": 45.758739082193848, \"lng\": 4.8340765154131455, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 4, \"available_bikes\": 11, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1028, \"last_update\": \"2019\\\\/05\\\\/15 13:48:23\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842554.076941059436649, 6519337.363174991682172 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1035, \"name\": \"Quai Lassagne\", \"address\": \"3 quai André Lassagne\", \"address2\": \"\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 35, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.772201469257226, \"lng\": 4.837911792926473, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 11, \"available_bikes\": 5, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 935, \"last_update\": \"2019\\\\/05\\\\/15 13:49:12\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842817.326778270769864, 6520838.898310218937695 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10032, \"name\": \"Primat \\\\/ Decorps\", \"address\": \"Angle rue Emile Decorps \\\\/ Rue Max Barel\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 32, \"bonus\": \"\", \"pole\": \"Pôle Pixel\", \"lat\": 45.757156014647244, \"lng\": 4.8999652194279451, \"bike_stands\": 13, \"status\": \"OPEN\", \"available_bike_stands\": 5, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1024, \"last_update\": \"2019\\\\/05\\\\/15 13:56:31\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847678.552120281732641, 6519282.700819756835699 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8021, \"name\": \"Paul Santy\", \"address\": \"avenue paul santy\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 21, \"bonus\": \"\", \"pole\": \"itinéraire cyclable\", \"lat\": 45.728281406515592, \"lng\": 4.8776212392881932, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 0, \"availabilitycode\": 3, \"availability\": \"Orange\", \"banking\": 0, \"gid\": 896, \"last_update\": \"2019\\\\/05\\\\/15 13:53:39\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846018.391706471564248, 6516035.512034741230309 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2001, \"name\": \"Bellecour \\\\/ République\", \"address\": \"Place Le Viste\", \"address2\": \"angle rue des Maronniers\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 1, \"bonus\": \"\", \"pole\": \"métro A D, site, commerces\", \"lat\": 45.757962515913093, \"lng\": 4.8346363928092524, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 2, \"available_bikes\": 16, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 803, \"last_update\": \"2019\\\\/05\\\\/15 13:55:51\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842599.589234297396615, 6519252.159034430980682 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2028, \"name\": \"Sainte Blandine\", \"address\": \"Cours Charlemagne\", \"address2\": \"face station tram Ste Blandine\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 28, \"bonus\": \"\", \"pole\": \"tram\", \"lat\": 45.744422301422304, \"lng\": 4.8221428704396105, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 14, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 847, \"last_update\": \"2019\\\\/05\\\\/15 13:53:07\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841663.38162215705961, 6517726.421103343367577 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2006, \"name\": \"Place de l\\'Hippodrome\", \"address\": \"Place de l\\'Hippodrome\", \"address2\": \"Angle cours Charlemagne\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 6, \"bonus\": \"\", \"pole\": \"coeur quartier\", \"lat\": 45.745581552180482, \"lng\": 4.8235326732363086, \"bike_stands\": 14, \"status\": \"OPEN\", \"available_bike_stands\": 18, \"available_bikes\": 4, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 862, \"last_update\": \"2019\\\\/05\\\\/15 13:55:44\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841768.44059450388886, 6517857.616985368542373 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3021, \"name\": \"Place de la Ferrandière\", \"address\": \"Place de la Ferrandière\", \"address2\": \"Intersection Ferrandière\\\\/Jasseron\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 21, \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": 45.75947302963587, \"lng\": 4.8692782444836578, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 17, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1046, \"last_update\": \"2019\\\\/05\\\\/15 13:55:38\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845287.704931159038097, 6519483.006656455807388 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10006, \"name\": \"Charpennes\", \"address\": \"Place Charles Hernu\", \"address2\": \" \", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 6, \"bonus\": \"\", \"pole\": \"métro A B, tram, centre quartier, itinéraire cyclable\", \"lat\": 45.770226769149353, \"lng\": 4.8631327223602243, \"bike_stands\": 32, \"status\": \"OPEN\", \"available_bike_stands\": 31, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 927, \"last_update\": \"2019\\\\/05\\\\/15 13:57:00\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844781.964409949840046, 6520665.596744968555868 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9011, \"name\": \"Conservatoire\", \"address\": \"Face 40, Quai Chauveau\", \"address2\": \"avant angle Pont Général Koenig\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 11, \"bonus\": \"\", \"pole\": \"Conservatoire National de musique\", \"lat\": 45.769782212157409, \"lng\": 4.8126762195854047, \"bike_stands\": 19, \"status\": \"OPEN\", \"available_bike_stands\": 8, \"available_bikes\": 11, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 839, \"last_update\": \"2019\\\\/05\\\\/15 13:48:00\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840862.877473142580129, 6520524.979115508496761 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7046, \"name\": \"Place de l\\'Ecole\", \"address\": \"19 rue de Saint-Cloud\", \"address2\": \"côté place de l\\'école\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 46, \"bonus\": \"\", \"pole\": \"ENS Science\", \"lat\": 45.730080394458987, \"lng\": 4.8277932558965837, \"bike_stands\": 28, \"status\": \"CLOSED\", 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1071, \"last_update\": \"2019\\\\/05\\\\/15 13:49:24\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840476.645904956734739, 6520884.615302192978561 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 9040, \"name\": \"Place de la Rhodiacéta\", \"address\": \"53 rue Chapeau Rouge\", \"address2\": \"\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": 40, \"bonus\": \"\", \"pole\": \"ANPE, bureaux, enseignement secondaire\", \"lat\": 45.770990641144856, \"lng\": 4.8075804142518948, \"bike_stands\": 12, \"status\": \"OPEN\", \"available_bike_stands\": 9, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 885, \"last_update\": \"2019\\\\/05\\\\/15 13:50:30\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69389\", \"langue\": 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\"type\": \"Feature\", \"properties\": { \"number\": 10039, \"name\": \"Bouvier\", \"address\": \"Rue du Professeur Bouvier\", \"address2\": \"Angle rue du 8 Mai 1945\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 39, \"bonus\": \"\", \"pole\": \"coeur quartier\", \"lat\": 45.779449926582608, \"lng\": 4.8915008245270393, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 831, \"last_update\": \"2019\\\\/05\\\\/15 13:57:05\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846961.466762017691508, 6521741.951802274212241 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6006, \"name\": \"Boulevard des Belges\", \"address\": \"Boulevard des Belges\", \"address2\": \"Face rue Duquenne\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 6, \"bonus\": \"\", \"pole\": \"Parc de la Tête d\\'Or\", \"lat\": 45.773327038274751, \"lng\": 4.8519894989151782, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 835, \"last_update\": \"2019\\\\/05\\\\/15 13:55:32\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843908.122027078294195, 6520989.418698517605662 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10002, \"name\": \"INSA\", \"address\": \"Avenue Albert Einstein\", \"address2\": \"au niveau du virage de l\\'avenue\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 2, \"bonus\": \"\", \"pole\": \"INSA, tram, itinéraires cyclables\", \"lat\": 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6520319.427773360162973 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1012, \"name\": \"Ampère \\\\/ Bourse\", \"address\": \"29, Rue de la Bourse\", \"address2\": \"Long du Collège-Lycée Ampère\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 12, \"bonus\": \"\", \"pole\": \"Lycée Ampère et rue de la Bourse, Métro A\", \"lat\": 45.765811382204056, \"lng\": 4.8368957414205633, \"bike_stands\": 26, \"status\": \"OPEN\", \"available_bike_stands\": 2, \"available_bikes\": 15, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1066, \"last_update\": \"2019\\\\/05\\\\/15 13:54:56\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842754.893845700193197, 6520127.628957435488701 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10007, \"name\": \"Piaton \\\\/ 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780, \"last_update\": \"2019\\\\/05\\\\/15 13:52:35\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843672.746354651171714, 6519136.7656324300915 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 1003, \"name\": \"Place Sathonay\", \"address\": \"4, Place Sathonay\", \"address2\": \"\", \"commune\": \"Lyon 1 er\", \"nmarrond\": 3, \"bonus\": \"\", \"pole\": \" \", \"lat\": 45.769265846251287, \"lng\": 4.830079788769563, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 13, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 768, \"last_update\": \"2019\\\\/05\\\\/15 13:56:25\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842216.394875944592059, 6520498.847302318550646 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 2010, \"name\": \"Confluence Darse\", \"address\": \"Allée Andrée Mure\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": 10, \"bonus\": \"\", \"pole\": \"\", \"lat\": 45.743391974956559, \"lng\": 4.8158163115568593, \"bike_stands\": 22, \"status\": \"OPEN\", \"available_bike_stands\": 7, \"available_bikes\": 14, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1023, \"last_update\": \"2019\\\\/05\\\\/15 13:56:02\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841174.23802128341049, 6517600.70211701001972 ] } },\\n{ \"type\": \"Feature\", \"properties\": { 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45.757261259925158, \"lng\": 4.855200856422818, \"bike_stands\": 28, \"status\": \"OPEN\", \"available_bike_stands\": 25, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 776, \"last_update\": \"2019\\\\/05\\\\/15 13:54:48\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844199.526915247901343, 6519211.65125164296478 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 6004, \"name\": \"Foch\", \"address\": \"11, Cours Franklin Roosevelt\", \"address2\": \"Angle rue Vendôme\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": 4, \"bonus\": \"\", \"pole\": \"métro A, coeur quartier\", \"lat\": 45.768851369759361, \"lng\": 4.8447649388425829, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 16, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 861, \"last_update\": \"2019\\\\/05\\\\/15 13:56:30\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843358.453493320150301, 6520479.386906543746591 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 7035, \"name\": \"Marseille \\\\/ Université\", \"address\": \"8 rue de l\\'Université\", \"address2\": \"angle rue de Marseille\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": 35, \"bonus\": \"\", \"pole\": \"tram\", \"lat\": 45.750933390429871, \"lng\": 4.8393654638403456, \"bike_stands\": 29, \"status\": \"OPEN\", \"available_bike_stands\": 38, \"available_bikes\": 2, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1095, \"last_update\": \"2019\\\\/05\\\\/15 13:56:48\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842985.277826488716528, 6518480.331643734127283 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10120, \"name\": \"Salengro \\\\/ Descartes\", \"address\": \"39 rue Roger Salengro\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 120, \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": 45.77625175150645, \"lng\": 4.8716291781443655, \"bike_stands\": 15, \"status\": \"OPEN\", \"available_bike_stands\": 12, \"available_bikes\": 3, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 777, \"last_update\": \"2019\\\\/05\\\\/15 13:48:57\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845426.233597584301606, 6521350.101884432137012 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8037, \"name\": \"Cazeneuve\", \"address\": \"Rue Paul Cazeneuve\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 37, \"bonus\": \"\", \"pole\": \"Quartier d\\'habitation\", \"lat\": 45.734032495648357, \"lng\": 4.862904488884066, \"bike_stands\": 19, \"status\": \"OPEN\", \"available_bike_stands\": 10, \"available_bikes\": 7, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 1012, \"last_update\": \"2019\\\\/05\\\\/15 13:48:35\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844859.050079663400538, 6516646.890833581797779 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8059, \"name\": \"Laennec\\\\/Pinel\", \"address\": \"Rue Paradin\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 59, \"bonus\": \"\", \"pole\": \"Jardin public\", \"lat\": 45.735346022546032, \"lng\": 4.889583976281175, \"bike_stands\": 18, \"status\": \"OPEN\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 787, \"last_update\": \"2019\\\\/05\\\\/15 00:30:01\", \"last_update_fme\": \"2019\\\\/05\\\\/15 00:30:01\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846929.757701747119427, 6516842.012278444133699 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3090, \"name\": \"Vinatier\", \"address\": \"95, Boulevard Pinel\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 90, \"bonus\": \"\", \"pole\": \"Hôpital\", \"lat\": 45.741849613616331, \"lng\": 4.8938560628157219, \"bike_stands\": 17, \"status\": \"OPEN\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 788, \"last_update\": \"2019\\\\/05\\\\/15 00:30:01\", \"last_update_fme\": \"2019\\\\/05\\\\/15 00:30:01\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847244.561328802024946, 6517571.992923505604267 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 3050, \"name\": \"Friche RVI\", \"address\": \"5 rue Félix Rollet\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": 50, \"bonus\": \"\", \"pole\": \"ancienne friche RVI\", \"lat\": 45.748392003176626, \"lng\": 4.8759903056684522, \"bike_stands\": 20, \"status\": \"CLOSED\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 1108, \"last_update\": \"2019\\\\/05\\\\/15 13:55:34\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"DETERIORATION\", \"titre\": \"Fermeture de la station 3050 FRICHE RVI\", \"description\": \"En raison de travaux de maintenance, la station 3050 FRICHE RVI est fermée jusqu\\'au 27\\\\/05\\\\/2019 inclus. \\\\n\\\\nNous vous invitons à utiliser les stations suivantes a proximité : \\\\n- 3007 PLACE D\\'ARSONVAL\\\\n- 3008 INSTITUT LUMIERES\\\\n- 3051 PLACE HENRI\\\\n- 3086 FEUILLAT LACASSAGNE \\\\n\\\\n\", \"startdate\": \"2019\\\\/04\\\\/26 00:00:00\", \"enddate\": \"2019\\\\/05\\\\/27 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845838.527752445428632, 6518265.168393908068538 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 10116, \"name\": \"Blum \\\\/ Faÿs\", \"address\": \"171 rue Léon Blum\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": 116, \"bonus\": \"\", \"pole\": \"Square, commerces, lycée technique\", \"lat\": 45.760521238802887, \"lng\": 4.9059454396164748, \"bike_stands\": 16, \"status\": \"OPEN\", \"available_bike_stands\": 15, \"available_bikes\": 1, \"availabilitycode\": 1, \"availability\": \"Vert\", \"banking\": 0, \"gid\": 961, \"last_update\": \"2019\\\\/05\\\\/15 13:51:29\", \"last_update_fme\": \"2019\\\\/05\\\\/15 13:58:01\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 848134.266902217175812, 6519667.504958023317158 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": 8020, \"name\": \"Moulin à Vent\", \"address\": \"Angle rue du Moulin à Vent \\\\/ route de Vienne\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": 20, \"bonus\": \"\", \"pole\": \"Commerces, itinéraire cyclable, coeur de quartier\", \"lat\": 45.729726695630873, \"lng\": 4.8539637571905674, \"bike_stands\": 20, \"status\": \"OPEN\", \"available_bike_stands\": 0, \"available_bikes\": 0, \"availabilitycode\": 0, \"availability\": \"Gris\", \"banking\": 0, \"gid\": 1020, \"last_update\": \"2019\\\\/05\\\\/15 00:30:01\", \"last_update_fme\": \"2019\\\\/05\\\\/15 00:30:01\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844175.17457438306883, 6516152.496483379043639 ] } }\\n]\\n}\\n'"
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\"Ambroise Paré\", \"address\": \"Boulevard Ambroise Paré\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": \"40\", \"bonus\": \"\", \"pole\": \"Services et habitat\", \"lat\": \"45.7362404944940700\", \"lng\": \"4.8837368262130560\", \"bike_stands\": \"24\", \"status\": \"OPEN\", \"available_bike_stands\": \"21\", \"available_bikes\": \"2\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1091\", \"last_update\": \"2020-03-09 23:24:45\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846472.813533494598232, 6516930.452725933864713 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"6016\", \"name\": \"Viabert \\\\/ Thiers\", \"address\": \"Rue de la Viabert\", \"address2\": \"angle avenue Thiers\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": \"16\", \"bonus\": \"\", \"pole\": \"tram, itinéraire cyclable\", \"lat\": \"45.7659879833823500\", \"lng\": \"4.8620922782007510\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"10\", \"available_bikes\": \"5\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"942\", \"last_update\": \"2020-03-09 23:26:51\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844712.227145845885389, 6520193.099956061691046 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"6008\", \"name\": \"Place Jules Ferry\", \"address\": \"17, Rue des Emeraudes\", \"address2\": \"Place Jules Ferry\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": \"8\", \"bonus\": \"\", \"pole\": \"Métro, parking, place, restaurants\", \"lat\": \"45.7684122613764600\", \"lng\": \"4.8590705567383440\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"14\", \"available_bikes\": \"6\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"938\", \"last_update\": \"2020-03-09 23:27:41\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844471.100125572877005, 6520456.71000484097749 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"2019\", \"name\": \"Sucrière\", \"address\": \"Place Chevalier de Saint-Georges\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"Lyon 2ème arrondissement\", \"lat\": \"45.7361815820860700\", \"lng\": \"4.8153350287499040\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"11\", \"available_bikes\": \"9\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1268\", \"last_update\": \"2020-03-09 23:24:26\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841155.233161518117413, 6516799.332313561812043 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5004\", \"name\": \"Saint-Jean\", \"address\": \"Rue Saint-Jean\", \"address2\": \"entre entrée de la Cathédrale et le métro\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"4\", \"bonus\": \"\", \"pole\": \"funiculaire, coeur quartier, Vieux Lyon\", \"lat\": \"45.7604837438977800\", \"lng\": \"4.8265650503972600\", \"bike_stands\": \"39\", \"status\": \"OPEN\", \"available_bike_stands\": \"7\", \"available_bikes\": \"31\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"854\", \"last_update\": \"2020-03-09 23:26:02\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841965.869361208402552, 6519517.524498422630131 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3031\", \"name\": \"Corneille \\\\/ Servient\", \"address\": \"Rue Corneille\", \"address2\": \"Angle Corneille \\\\/ Servient\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"31\", \"bonus\": \"\", \"pole\": \"tram\", \"lat\": \"45.7599305258836100\", \"lng\": \"4.8445159039671500\", \"bike_stands\": \"13\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"13\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"857\", \"last_update\": \"2020-03-09 23:24:04\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843362.243555304128677, 6519488.538166269659996 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3003\", \"name\": \"Part-Dieu \\\\/ Deruelle\", \"address\": \"Boulevard Eugène Deruelle\", \"address2\": \"Face rue Masséna, entrée centre commercia\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"3\", \"bonus\": \"\", \"pole\": \"centre commercial\", \"lat\": \"45.7629790120815440\", \"lng\": \"4.8550066229888000\", \"bike_stands\": \"30\", \"status\": \"OPEN\", \"available_bike_stands\": \"22\", \"available_bikes\": \"8\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1017\", \"last_update\": \"2020-03-09 23:28:03\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844169.517177634639665, 6519846.082494838163257 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3011\", \"name\": \"Part-Dieu \\\\/ Cuirassiers\", \"address\": \"Rue des Cuirassiers\", \"address2\": \"angle Rue Bouchut\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"10\", \"bonus\": \"\", \"pole\": \"centre commercial, bibliothèque de la Part-Dieu\", \"lat\": \"45.7598976512354200\", \"lng\": \"4.8575730314142140\", \"bike_stands\": \"59\", \"status\": \"OPEN\", \"available_bike_stands\": \"57\", \"available_bikes\": \"2\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1208\", \"last_update\": \"2020-03-09 23:28:40\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3038 - VIVIER MERLE \\\\/ PAUL BERT\", \"description\": \"En raison de travaux sur le boulevard Marius Vivier Merle, votre station 3038 - VIVIER MERLE \\\\/ PAUL BERT sera fermée à partir de mardi 1er octobre jusqu\\'à la fin des travaux sur zone.\\\\n\\\\nUne station temporaire sera mise à disposition le temps des travaux à l\\'angle de la rue Paul Bert et ouvrira dans les prochaines semaines.\\\\nVous pouvez aussi vous reporter sur les stations voisines:\\\\n\\\\n- 3011 - PART DIEU \\\\/ CUIRASSIERS \\\\n- 3084 - DESAIX \\\\n- 3103 - PLACE DANTON \\\\n- 3094 - VILLETTE\", \"startdate\": \"2019-10-01 00:00:00\", \"enddate\": \"2020-04-30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844376.988599674892612, 6519508.678498571738601 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"11003\", \"name\": \"Caluire - La Rochette\", \"address\": \"Place de la Rochette\", \"address2\": \"\", \"commune\": \"CALUIRE-ET-CUIRE\", \"nmarrond\": \"3\", \"bonus\": \"\", \"pole\": \"\", \"lat\": \"45.7916701826039940\", \"lng\": \"4.8235970239637440\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"13\", \"available_bikes\": \"7\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"956\", \"last_update\": \"2020-03-09 23:22:21\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69034\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841655.251417440595105, 6522974.546311762183905 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9011\", \"name\": \"Conservatoire\", \"address\": \"Face 40, Quai Chauveau\", \"address2\": \"avant angle Pont Général Koenig\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": \"11\", \"bonus\": \"\", \"pole\": \"Conservatoire National de musique\", \"lat\": \"45.7697822121574100\", \"lng\": \"4.8126762195854050\", \"bike_stands\": \"19\", \"status\": \"OPEN\", \"available_bike_stands\": \"15\", \"available_bikes\": \"4\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"839\", \"last_update\": \"2020-03-09 23:23:18\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840862.877473142580129, 6520524.979115508496761 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9015\", \"name\": \"Saint-Cyr\", \"address\": \"51t Rue de Saint-Cyr\", \"address2\": \"\", \"commune\": 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\"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"952\", \"last_update\": \"2020-03-09 23:29:29\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844570.29667147656437, 6518837.548392434604466 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10073\", \"name\": \"Institut d\\'Art contemporain\", \"address\": \"21, Rue Docteur Dolard\", \"address2\": \"Angle Rue du 4 Septembre 1797\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"73\", \"bonus\": \"\", \"pole\": \"Nouveau Musée D\\'Art Contemporain\", \"lat\": \"45.7614496449619350\", \"lng\": \"4.8724655049634790\", \"bike_stands\": \"25\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"25\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"908\", \"last_update\": \"2020-03-09 23:27:24\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845530.180328343762085, 6519708.31914299912751 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"2008\", \"name\": \"Place Antonin Poncet\", \"address\": \"1, Place Antonin Poncet\", \"address2\": \"Devant la librairie Privat\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": \"8\", \"bonus\": \"\", \"pole\": \"métro A D, poste centrale, commerces\", \"lat\": \"45.7567623213032200\", \"lng\": \"4.8339273966533850\", \"bike_stands\": \"40\", \"status\": \"OPEN\", \"available_bike_stands\": \"33\", \"available_bikes\": \"6\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1038\", \"last_update\": \"2020-03-09 23:25:34\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842547.586713739903644, 6519117.632210215553641 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"1005\", \"name\": \"Meissonier\", \"address\": \"Place Meissonier\", \"address2\": \"Angle sud-est de la place\", \"commune\": \"Lyon 1 er\", \"nmarrond\": \"5\", \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": \"45.7660850668592000\", \"lng\": \"4.8328335830568180\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"15\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"827\", \"last_update\": \"2020-03-09 23:23:48\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842438.553371551679447, 6520150.677881978452206 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"2022\", \"name\": \"Place Carnot\", \"address\": \"Place Carnot\", \"address2\": \"angle rue Général Plessier\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": \"22\", \"bonus\": \"\", \"pole\": \"Place Carnot\", \"lat\": \"45.7512303840983700\", \"lng\": \"4.8268909446731270\", \"bike_stands\": \"30\", \"status\": \"OPEN\", \"available_bike_stands\": \"29\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"866\", \"last_update\": \"2020-03-09 23:29:31\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842014.966761173214763, 6518490.791945989243686 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"4014\", \"name\": \"Philippe de Lassalle \\\\/ Pillement\", \"address\": \"Rue Philippe de Lassalle\", \"address2\": \"angle Rue Pillement\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": \"14\", \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": \"45.7774206479390600\", \"lng\": \"4.8205384707114510\", \"bike_stands\": \"13\", \"status\": \"OPEN\", \"available_bike_stands\": \"6\", \"available_bikes\": \"7\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1104\", \"last_update\": \"2020-03-09 23:28:52\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841454.188752905232832, 6521387.063792114146054 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"11002\", \"name\": \"Caluire - Saint-Clair\", \"address\": \"48 cours Aristide Briand\", \"address2\": \"\", \"commune\": \"CALUIRE-ET-CUIRE\", \"nmarrond\": \"2\", \"bonus\": \"\", \"pole\": \"Commerces, centre de quartier\", \"lat\": \"45.7854707644412200\", \"lng\": \"4.8478421222935550\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"7\", \"available_bikes\": \"13\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"993\", \"last_update\": \"2020-03-09 23:28:22\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69034\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843554.354936073999852, 6522330.068964927457273 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9002\", \"name\": \"Mairie du 9e\", \"address\": \"Rue du Bourbonnais\", \"address2\": \"sur le côté de la mairie\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": \"2\", \"bonus\": \"\", \"pole\": \"mairie, coeur quartier, métro D\", \"lat\": \"45.7742408280787800\", \"lng\": \"4.8056660114147770\", \"bike_stands\": \"27\", \"status\": \"OPEN\", \"available_bike_stands\": \"17\", \"available_bikes\": \"10\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1074\", \"last_update\": \"2020-03-09 23:29:31\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840306.888671132968739, 6521007.500883013941348 ] } },\\n{ \"type\": 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},\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"20003\", \"name\": \"Oullins - Pont Blanc\", \"address\": \"\", \"address2\": \"\", \"commune\": \"OULLINS\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"zola_yzeron\", \"lat\": \"45.7201577769260500\", \"lng\": \"4.7983317319214030\", \"bike_stands\": \"24\", \"status\": \"OPEN\", \"available_bike_stands\": \"4\", \"available_bikes\": \"20\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1219\", \"last_update\": \"2020-03-09 23:28:25\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69149\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839873.858191811596043, 6514990.080398262478411 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10046\", \"name\": \"Charmettes \\\\/ Zola\", \"address\": \"25, Rue des Charmettes\", \"address2\": \"Angle cours Emile Zola\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"46\", \"bonus\": \"\", \"pole\": \"maillage, arrêt C3 ?\", \"lat\": \"45.7707297451097760\", \"lng\": \"4.8673418461692230\", \"bike_stands\": \"23\", \"status\": \"OPEN\", \"available_bike_stands\": \"6\", \"available_bikes\": \"17\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"887\", \"last_update\": \"2020-03-09 23:29:20\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845107.669032489648089, 6520729.16336879786104 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"7046\", \"name\": \"Place de l\\'Ecole\", \"address\": \"19, Rue de Saint-Cloud\", \"address2\": \"Place de l\\'Ecole\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": \"46\", \"bonus\": \"\", \"pole\": \"ENS Science\", \"lat\": \"45.7300799170408600\", \"lng\": \"4.8278229564284700\", \"bike_stands\": \"28\", \"status\": \"OPEN\", \"available_bike_stands\": \"28\", \"available_bikes\": \"0\", \"availabilitycode\": \"3\", \"availability\": \"Orange\", \"banking\": \"false\", \"gid\": \"1040\", \"last_update\": \"2020-03-09 23:30:41\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842141.769259590422735, 6516144.318311487324536 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5050\", \"name\": \"Théâtre Romain\", \"address\": \"6 ue de l\\'Antiquaille\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"50\", \"bonus\": \"\", \"pole\": \"Théâtre antique, lycée\", \"lat\": 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\"lng\": \"4.8363931815987780\", \"bike_stands\": \"40\", \"status\": \"OPEN\", \"available_bike_stands\": \"40\", \"available_bikes\": \"0\", \"availabilitycode\": \"3\", \"availability\": \"Orange\", \"banking\": \"true\", \"gid\": \"1088\", \"last_update\": \"2020-03-09 23:25:23\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842753.026454190723598, 6518528.225686934776604 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"2042\", \"name\": \"Joffre \\\\/ Vaubecour\", \"address\": \"43 rue Vaubecour\", \"address2\": \"\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": \"42\", \"bonus\": \"\", \"pole\": \"Centre-ville, entrée zone 30\", \"lat\": \"45.7518482427555360\", \"lng\": \"4.8247344893159925\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"4\", \"available_bikes\": \"16\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"913\", \"last_update\": \"2020-03-09 23:24:41\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841845.777228950290009, 6518555.51125343888998 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3103\", \"name\": \"Place Danton\", \"address\": \"4, Place Danton\", \"address2\": \"Angle Rue Danton\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"103\", \"bonus\": \"\", \"pole\": \"Commerces, bureau\", \"lat\": \"45.7548124485154400\", \"lng\": \"4.8575743726010305\", \"bike_stands\": \"18\", \"status\": \"OPEN\", \"available_bike_stands\": \"14\", \"available_bikes\": \"4\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"959\", \"last_update\": \"2020-03-09 23:26:57\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3038 - VIVIER MERLE \\\\/ PAUL BERT\", \"description\": \"En raison de travaux sur le boulevard Marius Vivier Merle, votre station 3038 - VIVIER MERLE \\\\/ PAUL BERT sera fermée à partir de mardi 1er octobre jusqu\\'à la fin des travaux sur zone.\\\\n\\\\nUne station temporaire sera mise à disposition le temps des travaux à l\\'angle de la rue Paul Bert et ouvrira dans les prochaines semaines.\\\\nVous pouvez aussi vous reporter sur les stations voisines:\\\\n\\\\n- 3011 - PART DIEU \\\\/ CUIRASSIERS \\\\n- 3084 - DESAIX \\\\n- 3103 - PLACE DANTON \\\\n- 3094 - VILLETTE\", \"startdate\": \"2019-10-01 00:00:00\", \"enddate\": \"2020-04-30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844390.376416124287061, 6518944.121127904392779 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9029\", \"name\": \"Saint Pierre de Vaise\", \"address\": \"Place Vanderpol\", \"address2\": \"angle Rue Saint-Pierre de Vaise\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": \"29\", \"bonus\": \"\", \"pole\": \"coeur de quartier\", \"lat\": \"45.7730995725331500\", \"lng\": \"4.8078137222645940\", \"bike_stands\": \"15\", \"status\": \"OPEN\", \"available_bike_stands\": \"3\", \"available_bikes\": \"12\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1071\", \"last_update\": \"2020-03-09 23:24:20\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840476.645904956734739, 6520884.615302192978561 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3099\", \"name\": \"Place Sainte Anne\", \"address\": \"2 place Saint Anne\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"99\", \"bonus\": \"\", \"pole\": \"Coeur de quartier, commerces\", \"lat\": \"45.7569549747275200\", \"lng\": \"4.8654416591953460\", \"bike_stands\": \"18\", \"status\": \"OPEN\", \"available_bike_stands\": \"4\", \"available_bikes\": \"14\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"940\", \"last_update\": \"2020-03-09 23:30:29\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844996.171398718724959, 6519196.400647939182818 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"8001\", \"name\": \"Université 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\"48\", \"bonus\": \"\", \"pole\": \"coeur quartier, itinéraire cyclable\", \"lat\": \"45.7591435230511500\", \"lng\": \"4.8759935561091980\", \"bike_stands\": \"27\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"27\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"829\", \"last_update\": \"2020-03-09 23:27:38\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845810.416776073281653, 6519458.803089216351509 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10115\", \"name\": \"Place d\\'Espagne \\\\/ Stade Kruger\", \"address\": \"143, Avenue Paul Kruger\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"115\", \"bonus\": \"\", \"pole\": \"Stade\", \"lat\": \"45.7541767015908200\", \"lng\": \"4.9052991893735280\", \"bike_stands\": \"22\", \"status\": \"OPEN\", \"available_bike_stands\": \"20\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"921\", \"last_update\": \"2020-03-09 23:24:00\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 848101.047615886200219, 6518961.931646627373993 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10063\", \"name\": \"Perrin \\\\/ Jean Jaurès\", \"address\": \"9, Place Jules Grandclément\", \"address2\": \"Rue Antonin Perrin\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"63\", \"bonus\": \"\", \"pole\": \"quartier Grandclément\", \"lat\": \"45.7583918194315600\", \"lng\": \"4.8856094344245130\", \"bike_stands\": \"34\", \"status\": \"OPEN\", \"available_bike_stands\": \"12\", \"available_bikes\": \"22\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"757\", \"last_update\": \"2020-03-09 23:27:52\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846559.656383375870064, 6519393.151546854525805 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10045\", \"name\": \"Anatole France \\\\/ Alsace\", \"address\": \"24 Rue Anatole France\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"Villeurbanne\", \"lat\": \"45.7669053920040840\", \"lng\": \"4.8701613960086180\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"20\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"1227\", \"last_update\": \"2020-03-09 23:20:55\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845336.787748933071271, 6520309.770413974300027 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3085\", \"name\": \"Sacré Coeur\", \"address\": \"rue Charial\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"85\", \"bonus\": \"\", \"pole\": \"Gymnase, piscine, lycée, jardin public, sacré coeur\", \"lat\": \"45.7578296698746000\", \"lng\": \"4.8683950401971430\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"3\", \"available_bikes\": \"13\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"946\", \"last_update\": \"2020-03-09 23:23:14\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845223.389406969072297, 6519298.936583270318806 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3094\", \"name\": \"Villette\", \"address\": \"74 rue de la Villette\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"94\", \"bonus\": \"\", \"pole\": \"Etablissements publics, bureaux\", \"lat\": \"45.7577645564235300\", \"lng\": \"4.8614965859401120\", \"bike_stands\": \"38\", \"status\": \"OPEN\", \"available_bike_stands\": \"37\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"939\", \"last_update\": \"2020-03-09 23:21:49\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3038 - VIVIER MERLE \\\\/ PAUL BERT\", \"description\": \"En raison de travaux sur le boulevard Marius Vivier Merle, votre station 3038 - VIVIER MERLE \\\\/ PAUL BERT sera fermée à partir de mardi 1er octobre jusqu\\'à la fin des travaux sur zone.\\\\n\\\\nUne station temporaire sera mise à disposition le temps des travaux à l\\'angle de la rue Paul Bert et ouvrira dans les prochaines semaines.\\\\nVous pouvez aussi vous reporter sur les stations voisines:\\\\n\\\\n- 3011 - PART DIEU \\\\/ CUIRASSIERS \\\\n- 3084 - DESAIX \\\\n- 3103 - PLACE DANTON \\\\n- 3094 - VILLETTE\", \"startdate\": \"2019-10-01 00:00:00\", \"enddate\": \"2020-04-30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844687.468211128609255, 6519279.043851776048541 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5044\", \"name\": \"Champvert\", \"address\": \"Face 92, Rue Edmond Locard\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"44\", \"bonus\": \"\", \"pole\": \"Bibliothèque, jardin public\", \"lat\": \"45.7597959541759600\", \"lng\": \"4.7965641858696300\", \"bike_stands\": \"20\", \"status\": \"CLOSED\", \"available_bike_stands\": \"0\", \"available_bikes\": \"0\", \"availabilitycode\": \"0\", \"availability\": \"Gris\", \"banking\": \"true\", \"gid\": \"882\", \"last_update\": \"2020-03-09 23:22:17\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 5044 - CHAMPVERT\", \"description\": \"En raison de modification de voirie, la station 5044 - CHAMPVERT sera fermée pour permettre son déplacement.\\\\n\\\\nNous vous invitons à vous reporter sur les stations voisines:\\\\n- 5002 - PLACE DES COMPAGNONS DE LA CHANSON \\\\n- 5016 - POINT DU JOUR \\\\/ GRANGES \\\\n- 5055 - BUYER \\\\/ APOLLINAIRE \\\\n- 5054 - CHAMPVERT \\\\n\\\\nNous vous remercions de votre compréhension\", \"startdate\": \"2020-03-02 00:00:00\", \"enddate\": \"2020-04-26 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839636.259583379141986, 6519387.669260457158089 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3069\", \"name\": \"Dauphiné \\\\/ Saint-Maximin\", \"address\": \"10 rue du Dauphiné\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"Lyon 3ème arrondissement\", \"lat\": \"45.7499462288418300\", \"lng\": \"4.8646503841216660\", \"bike_stands\": \"30\", \"status\": \"OPEN\", \"available_bike_stands\": \"13\", \"available_bikes\": \"17\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1220\", \"last_update\": \"2020-03-09 23:29:26\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844953.056993471342139, 6518416.837622932158411 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10006\", \"name\": \"Charpennes\", \"address\": \"Place Charles Hernu\", \"address2\": \" \", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"6\", \"bonus\": \"\", \"pole\": \"métro A B, tram, centre quartier, itinéraire cyclable\", \"lat\": \"45.7702267691493500\", \"lng\": \"4.8631327223602240\", \"bike_stands\": \"46\", \"status\": \"OPEN\", \"available_bike_stands\": \"38\", \"available_bikes\": \"8\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"927\", \"last_update\": \"2020-03-09 23:29:41\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844781.964409949840046, 6520665.596744968555868 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3097\", \"name\": \"Augagneur \\\\/ Fosse aux Ours\", \"address\": \"28, Quai Victor Augagneur\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"97\", \"bonus\": \"\", \"pole\": \"Commerces, quartier, point nodal (Guillotière, 7e,\", \"lat\": \"45.7571997023265400\", \"lng\": \"4.8404991375424880\", \"bike_stands\": \"40\", \"status\": \"OPEN\", \"available_bike_stands\": \"12\", \"available_bikes\": \"28\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"988\", \"last_update\": \"2020-03-09 23:29:34\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843057.17089707183186, 6519178.075488403439522 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3035\", \"name\": \"Philomène Magnin\", \"address\": \"3 Rue Philomène Magnin\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"buire_vivier_merle\", \"lat\": \"45.7526125818453550\", \"lng\": \"4.8587710033051470\", \"bike_stands\": \"24\", \"status\": \"OPEN\", \"available_bike_stands\": \"16\", \"available_bikes\": \"8\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1245\", \"last_update\": \"2020-03-09 23:22:53\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844489.124272601911798, 6518702.080559589900076 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9022\", \"name\": \"Masaryk \\\\/ Saint-Cyr\", \"address\": \"Rue Masaryk\", \"address2\": \"angle Rue Chinard \\\\/ Rue de Saint-Cyr\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": \"22\", \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": \"45.7786288989070300\", \"lng\": \"4.8071200280976580\", \"bike_stands\": \"13\", \"status\": \"OPEN\", \"available_bike_stands\": \"1\", \"available_bikes\": \"12\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1034\", \"last_update\": \"2020-03-09 23:24:50\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840408.700148234609514, 6521497.256442402489483 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"4024\", \"name\": \"Lyon Métropole\", \"address\": \"Face au 84, Quai Joseph Gillet\", \"address2\": \"150 mètres au sud de la Rue du Bois de la Caille\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": \"24\", \"bonus\": \"\", \"pole\": \"\", \"lat\": \"45.7881700188236600\", \"lng\": \"4.8185602866725280\", \"bike_stands\": \"25\", \"status\": \"OPEN\", \"available_bike_stands\": \"18\", \"available_bikes\": \"7\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"951\", \"last_update\": \"2020-03-09 23:23:12\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841273.022949323174544, 6522576.930642936378717 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5008\", \"name\": \"Sainte-Irénée\", \"address\": \"Place Sainte Irénée\", \"address2\": \"Rue des Chevaucheurs\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"8\", \"bonus\": \"\", \"pole\": \"Place, résidence universitaire\", \"lat\": \"45.7549458810740000\", \"lng\": \"4.8124212248457430\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"19\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"906\", \"last_update\": \"2020-03-09 23:22:42\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840880.878987103933468, 6518877.371522914618254 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"6025\", \"name\": \"Place d\\'Helvétie\", \"address\": \"\", \"address2\": \"\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"Lyon 6ème arrondissement\", \"lat\": \"45.7731863072103200\", \"lng\": \"4.8419593354412900\", \"bike_stands\": \"30\", \"status\": \"OPEN\", \"available_bike_stands\": \"11\", \"available_bikes\": \"17\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1212\", \"last_update\": \"2020-03-09 23:29:18\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843129.238371486542746, 6520955.564301765523851 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"25001\", \"name\": \"Saint Cyr\", \"address\": \"3, Rue de Saint-Cyr\", \"address2\": \"\", \"commune\": \"SAINT-CYR-AU-MONT-D\\'OR\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"saint cyr saint didier\", \"lat\": \"45.7997914275755500\", \"lng\": \"4.8196018687552730\", \"bike_stands\": \"12\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"12\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"1275\", \"last_update\": \"2020-03-09 23:24:00\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69191\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841324.185887558967806, 6523869.017056245356798 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5009\", \"name\": \"Place Ennemond Fousseret\", \"address\": \"Quai Romain Rolland angle Quai de Bondy\", \"address2\": \"Place Fousseret\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"9\", \"bonus\": \"\", \"pole\": \"Vieux Lyon\", \"lat\": \"45.7646815056712300\", \"lng\": \"4.8289833265225160\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"1\", \"available_bikes\": \"15\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1032\", \"last_update\": \"2020-03-09 23:28:24\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842142.994450361118652, 6519987.915003228932619 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3034\", \"name\": \"Garibaldi \\\\/ Pensionnat\", \"address\": \"52 Rue du Pensionnat\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"104\", \"bonus\": \"\", \"pole\": \"Lyon 3ème arrondissement\", \"lat\": \"45.7547065642496240\", \"lng\": \"4.8534044474099280\", \"bike_stands\": \"30\", \"status\": \"OPEN\", \"available_bike_stands\": \"18\", \"available_bikes\": \"12\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1210\", \"last_update\": \"2020-03-09 23:28:10\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844066.581180528737605, 6518924.749280022457242 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"8030\", \"name\": \"Laënnec\", \"address\": \"rue Nungesser et Coli\", \"address2\": \"angle avenue Laënnec\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": \"30\", \"bonus\": \"\", \"pole\": \"fac, tram\", \"lat\": \"45.7413737377965600\", \"lng\": \"4.8797369306165574\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"15\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1056\", \"last_update\": \"2020-03-09 23:27:33\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846148.285348920151591, 6517492.931033680215478 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3084\", \"name\": \"Desaix\", \"address\": \"128 rue Paul Bert\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"84\", \"bonus\": \"\", \"pole\": \" \", \"lat\": \"45.7572612599251600\", \"lng\": \"4.8552008564228180\", \"bike_stands\": \"28\", \"status\": \"OPEN\", \"available_bike_stands\": \"10\", \"available_bikes\": \"18\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"776\", \"last_update\": \"2020-03-09 23:30:31\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3038 - VIVIER MERLE \\\\/ PAUL BERT\", \"description\": \"En raison de travaux sur le boulevard Marius Vivier Merle, votre station 3038 - VIVIER MERLE \\\\/ PAUL BERT sera fermée à partir de mardi 1er octobre jusqu\\'à la fin des travaux sur zone.\\\\n\\\\nUne station temporaire sera mise à disposition le temps des travaux à l\\'angle de la rue Paul Bert et ouvrira dans les prochaines semaines.\\\\nVous pouvez aussi vous reporter sur les stations voisines:\\\\n\\\\n- 3011 - PART DIEU \\\\/ CUIRASSIERS \\\\n- 3084 - DESAIX \\\\n- 3103 - PLACE DANTON \\\\n- 3094 - VILLETTE\", \"startdate\": \"2019-10-01 00:00:00\", \"enddate\": \"2020-04-30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844199.526915247901343, 6519211.65125164296478 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5026\", \"name\": \"Rue de la Baleine\", \"address\": 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\"available_bike_stands\": \"10\", \"available_bikes\": \"6\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"875\", \"last_update\": \"2020-03-09 23:24:27\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846131.012038172106259, 6520586.573919464834034 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"15002\", \"name\": \"St Priest - Cité Berliet\", \"address\": \"Place Steven Spielberg\", \"address2\": \"8ème Rue Cité Berliet\", \"commune\": \"SAINT-PRIEST\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"cite berliet\", \"lat\": \"45.7059819724876400\", \"lng\": \"4.9009848506091010\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"14\", \"available_bikes\": \"6\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1253\", \"last_update\": \"2020-03-09 23:30:31\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69290\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847894.590342246927321, 6513603.325604445300996 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"1035\", \"name\": \"Quai Lassagne\", \"address\": \"3 quai André Lassagne\", \"address2\": \"\", \"commune\": \"Lyon 1 er\", \"nmarrond\": \"35\", \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": \"45.7722014692572260\", \"lng\": \"4.8379117929264730\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"5\", \"available_bikes\": \"11\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"935\", \"last_update\": \"2020-03-09 23:23:36\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69381\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842817.326778270769864, 6520838.898310218937695 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"8052\", \"name\": \"Clinique Montplaisir\", \"address\": \"2 avenue des Frères Lumière\", \"address2\": \"\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": \"52\", \"bonus\": \"\", \"pole\": \"Clinique, renforcement 8001\", \"lat\": \"45.7470967140946740\", \"lng\": \"4.8601437036179030\", \"bike_stands\": \"16\", \"status\": \"OPEN\", \"available_bike_stands\": \"11\", \"available_bikes\": \"5\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1013\", \"last_update\": \"2020-03-09 23:30:44\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844610.238108969759196, 6518092.221225634217262 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"6011\", \"name\": \"Mairie du 6e\", \"address\": \"58, Rue de Sèze\", \"address2\": \"angle Rue Boileau\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": \"11\", \"bonus\": \"\", \"pole\": \"Mairie du 6e\", \"lat\": \"45.7684041683728250\", \"lng\": \"4.8494967237845850\", \"bike_stands\": \"23\", \"status\": \"OPEN\", \"available_bike_stands\": \"4\", \"available_bikes\": \"19\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"836\", \"last_update\": \"2020-03-09 23:29:24\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843727.260983580257744, 6520438.340160892345011 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"7061\", \"name\": \"Jaurès \\\\/ Université\", \"address\": \"53, Rue de l\\'Université\", \"address2\": \"\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": \"61\", \"bonus\": \"\", \"pole\": \"Coeur de quartier, commerces\", \"lat\": \"45.7485374331787540\", \"lng\": \"4.8432493337468060\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"2\", \"available_bikes\": \"17\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"772\", \"last_update\": \"2020-03-09 23:30:16\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843293.350801181280985, 6518221.371273721568286 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"2010\", \"name\": \"Confluence \\\\/ Darse\", \"address\": \"2, Allée Andrée Mure\", \"address2\": \"Quai Antoine Riboud\", \"commune\": \"Lyon 2 ème\", \"nmarrond\": \"10\", \"bonus\": \"\", \"pole\": \"\", \"lat\": \"45.7434140947079900\", \"lng\": \"4.8158543610390250\", \"bike_stands\": \"22\", \"status\": \"OPEN\", \"available_bike_stands\": \"2\", \"available_bikes\": \"20\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1023\", \"last_update\": \"2020-03-09 23:21:09\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69382\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841177.139248325955123, 6517603.225914658047259 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5015\", \"name\": \"Fulchiron\", \"address\": \"4, Quai Fulchiron\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"15\", \"bonus\": \"\", \"pole\": \"maillage\", \"lat\": \"45.7520011769432900\", \"lng\": \"4.8216617983516280\", \"bike_stands\": \"19\", \"status\": \"OPEN\", \"available_bike_stands\": \"5\", \"available_bikes\": \"13\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"858\", \"last_update\": \"2020-03-09 23:30:49\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841606.572165195015259, 6518566.975168323144317 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"32001\", \"name\": \"Couzon - Centre\", \"address\": \"Quai Jean Lavergne\", \"address2\": \"\", \"commune\": \"COUZON-AU-MONT-D\\'OR\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \" \", \"lat\": \"45.8459976867574600\", \"lng\": \"4.8324121337552800\", \"bike_stands\": \"17\", \"status\": \"OPEN\", \"available_bike_stands\": \"13\", \"available_bikes\": \"4\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1277\", \"last_update\": \"2020-03-09 23:25:02\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69068\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842199.8857585467631, 6529021.873082836158574 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"6004\", \"name\": \"Foch\", \"address\": \"11, Cours Franklin Roosevelt\", \"address2\": \"Angle rue Vendôme\", \"commune\": \"Lyon 6 ème\", \"nmarrond\": \"4\", \"bonus\": \"\", \"pole\": \"métro A, coeur quartier\", \"lat\": \"45.7688513697593600\", \"lng\": \"4.8447649388425830\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"16\", \"available_bikes\": \"4\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"861\", \"last_update\": \"2020-03-09 23:21:47\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69386\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843358.453493320150301, 6520479.386906543746591 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"7035\", \"name\": \"Marseille \\\\/ Université\", \"address\": \"8, Rue de l\\'Université\", \"address2\": \"angle Rue de Marseille\", \"commune\": \"Lyon 7 ème\", \"nmarrond\": \"35\", \"bonus\": \"\", \"pole\": \"tram\", \"lat\": \"45.7509549511840560\", \"lng\": \"4.8392671207183300\", \"bike_stands\": \"40\", \"status\": \"OPEN\", \"available_bike_stands\": \"30\", \"available_bikes\": \"9\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1095\", \"last_update\": \"2020-03-09 23:22:40\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69387\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 842977.578622598317452, 6518482.547260100021958 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10120\", \"name\": \"Salengro \\\\/ Descartes\", \"address\": \"39 rue Roger Salengro\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"120\", \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": \"45.7762517515064500\", \"lng\": \"4.8716291781443655\", \"bike_stands\": \"15\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"13\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"true\", \"gid\": \"777\", \"last_update\": \"2020-03-09 23:26:38\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845426.233597584301606, 6521350.101884432137012 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"5045\", \"name\": \"Valdo \\\\/ Rivet\", \"address\": \"Rue Jeunet\", \"address2\": \"\", \"commune\": \"Lyon 5 ème\", \"nmarrond\": \"45\", \"bonus\": \"\", \"pole\": \"Maillage\", \"lat\": \"45.7504814834310240\", \"lng\": \"4.7887741211031210\", \"bike_stands\": \"18\", \"status\": \"OPEN\", \"available_bike_stands\": \"14\", \"available_bikes\": \"4\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"883\", \"last_update\": \"2020-03-09 23:21:25\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69385\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 839054.318232138408348, 6518339.808662064373493 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10083\", \"name\": \"Château Gaillard \\\\/ Bienvenus\", \"address\": \"Face 31, Rue des Bienvenus\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"83\", \"bonus\": \"\", \"pole\": \"\", \"lat\": \"45.7778649152535660\", \"lng\": \"4.8842442857728360\", \"bike_stands\": \"15\", \"status\": \"OPEN\", \"available_bike_stands\": \"0\", \"available_bikes\": \"14\", \"availabilitycode\": \"2\", \"availability\": \"Bleu\", \"banking\": \"false\", \"gid\": \"976\", \"last_update\": \"2020-03-09 23:23:57\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 846401.971985035692342, 6521552.505602202378213 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10071\", \"name\": \"Lycée Marie Curie\", \"address\": \"33 Boulevard Eugène Réguillon\", \"address2\": \"\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"71\", \"bonus\": \"\", \"pole\": \"lycée, quartier\", \"lat\": \"45.7615279698755500\", \"lng\": \"4.8956902199613600\", \"bike_stands\": \"15\", \"status\": \"OPEN\", \"available_bike_stands\": \"15\", \"available_bikes\": \"0\", \"availabilitycode\": \"3\", \"availability\": \"Orange\", \"banking\": \"false\", \"gid\": \"904\", \"last_update\": \"2020-03-09 23:22:31\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 847334.678512323880568, 6519760.083928138017654 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3087\", \"name\": \"Part-Dieu \\\\/ Garibaldi\", \"address\": \"4, Boulevard Eugène Deruelle\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"87\", \"bonus\": \"\", \"pole\": \"Centre Commercial, bureaux, renforcement 2-003\", \"lat\": \"45.7627511569952000\", \"lng\": \"4.8524277723450730\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"17\", \"available_bikes\": \"3\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1018\", \"last_update\": \"2020-03-09 23:29:17\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 843969.72147718607448, 6519816.080776046961546 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"9004\", \"name\": \"Gare de Vaise\", \"address\": \"Face 14, Rue du 24 Mars 1852\", \"address2\": \"face entrée gare\", \"commune\": \"Lyon 9 ème\", \"nmarrond\": \"4\", \"bonus\": \"\", \"pole\": \"Gare, métro D\", \"lat\": \"45.7797819839255400\", \"lng\": \"4.8046653309593905\", \"bike_stands\": \"22\", \"status\": \"OPEN\", \"available_bike_stands\": \"9\", \"available_bikes\": \"8\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"1014\", \"last_update\": \"2020-03-09 23:30:03\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69389\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 840215.083245992427692, 6521620.912023536860943 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"8002\", \"name\": \"Place Ambroise Courtois\", \"address\": \"Place Ambroise Courtois\", \"address2\": \"Face 107 Cours Albert Thomas\", \"commune\": \"Lyon 8 ème\", \"nmarrond\": \"2\", \"bonus\": \"\", \"pole\": \"Métro D, Institut Lumière, Place et avenue des frères Lumière\", \"lat\": \"45.7452926164535000\", \"lng\": \"4.8716789632578010\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"19\", \"available_bikes\": \"1\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"true\", \"gid\": \"895\", \"last_update\": \"2020-03-09 23:22:43\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69388\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845511.586744328029454, 6517913.121734518557787 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"10007\", \"name\": \"Piaton \\\\/ Condorcet\", \"address\": \"Avenue Piaton\", \"address2\": \"Angle rue Condorcet\", \"commune\": \"VILLEURBANNE\", \"nmarrond\": \"7\", \"bonus\": \"\", \"pole\": \"centre quartier, itinéraire cyclable\", \"lat\": \"45.7742151784181300\", \"lng\": \"4.8675042131350820\", \"bike_stands\": \"20\", \"status\": \"OPEN\", \"available_bike_stands\": \"1\", \"available_bikes\": \"19\", \"availabilitycode\": \"1\", \"availability\": \"Vert\", \"banking\": \"false\", \"gid\": \"1078\", \"last_update\": \"2020-03-09 23:29:07\", \"last_update_fme\": \"2020-03-09 23:31:00\", \"code_insee\": \"69266\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845111.130594220710918, 6521116.413538206368685 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3038\", \"name\": \"Vivier Merle \\\\/ Paul Bert\", \"address\": \"65, Boulevard Vivier Merle\", \"address2\": \"angle rue Paul Bert\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"38\", \"bonus\": \"\", \"pole\": \"CAFAL\", \"lat\": \"45.7573307386789700\", \"lng\": \"4.8589349649959805\", \"bike_stands\": \"40\", \"status\": \"CLOSED\", \"available_bike_stands\": \"0\", \"available_bikes\": \"0\", \"availabilitycode\": \"0\", \"availability\": \"Gris\", \"banking\": \"true\", \"gid\": \"867\", \"last_update\": \"2020-03-09 00:30:03\", \"last_update_fme\": \"2020-03-09 00:30:03\", \"code_insee\": \"69383\", \"langue\": \"FR\", \"etat\": \"CLOSING\", \"nature\": \"WORKS\", \"titre\": \"Fermeture de la station 3038 - VIVIER MERLE \\\\/ PAUL BERT\", \"description\": \"En raison de travaux sur le boulevard Marius Vivier Merle, votre station 3038 - VIVIER MERLE \\\\/ PAUL BERT sera fermée à partir de mardi 1er octobre jusqu\\'à la fin des travaux sur zone.\\\\n\\\\nUne station temporaire sera mise à disposition le temps des travaux à l\\'angle de la rue Paul Bert et ouvrira dans les prochaines semaines.\\\\nVous pouvez aussi vous reporter sur les stations voisines:\\\\n\\\\n- 3011 - PART DIEU \\\\/ CUIRASSIERS \\\\n- 3084 - DESAIX \\\\n- 3103 - PLACE DANTON \\\\n- 3094 - VILLETTE\", \"startdate\": \"2019-10-01 00:00:00\", \"enddate\": \"2020-04-30 00:00:00\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 844489.533442782470956, 6519226.190796877257526 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"4006\", \"name\": \"Philippe de Lassalle\", \"address\": \"Rue Philippe de Lassalle\", \"address2\": \"angle Rue Anselme\", \"commune\": \"Lyon 4 ème\", \"nmarrond\": \"6\", \"bonus\": \"\", \"pole\": \"IUFM\", \"lat\": \"45.7737230904642600\", \"lng\": \"4.8213019761705525\", \"bike_stands\": \"22\", \"status\": \"CLOSED\", \"available_bike_stands\": \"0\", \"available_bikes\": \"0\", \"availabilitycode\": \"0\", \"availability\": \"Gris\", \"banking\": \"false\", \"gid\": \"872\", \"last_update\": \"2020-03-09 00:30:03\", \"last_update_fme\": \"2020-03-09 00:30:03\", \"code_insee\": \"69384\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 841522.972116354736499, 6520977.924540947191417 ] } },\\n{ \"type\": \"Feature\", \"properties\": { \"number\": \"3070\", \"name\": \"Rebatel \\\\/ Saint-Maximin\", \"address\": \"62 Rue Saint Maximin\", \"address2\": \"\", \"commune\": \"Lyon 3 ème\", \"nmarrond\": \"\", \"bonus\": \"\", \"pole\": \"st_maximin_rebatel\", \"lat\": \"45.7478135296658550\", \"lng\": \"4.8722519668217290\", \"bike_stands\": \"30\", \"status\": \"CLOSED\", \"available_bike_stands\": \"0\", \"available_bikes\": \"0\", \"availabilitycode\": \"0\", \"availability\": \"Gris\", \"banking\": \"false\", \"gid\": \"1265\", \"last_update\": \"2020-03-09 00:30:03\", \"last_update_fme\": \"2020-03-09 00:30:03\", \"code_insee\": \"69383\", \"langue\": \"\", \"etat\": \"\", \"nature\": \"\", \"titre\": \"\", \"description\": \"\", \"startdate\": \"\", \"enddate\": \"\" }, \"geometry\": { \"type\": \"Point\", \"coordinates\": [ 845549.488748307805508, 6518194.048853686079383 ] } }\\n]\\n}\\n'"
]
},
- "execution_count": 10,
+ "execution_count": 60,
"metadata": {},
"output_type": "execute_result"
}
@@ -232,7 +226,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 61,
"metadata": {},
"outputs": [
{
@@ -241,7 +235,7 @@
"str"
]
},
- "execution_count": 11,
+ "execution_count": 61,
"metadata": {},
"output_type": "execute_result"
}
@@ -259,7 +253,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 62,
"metadata": {},
"outputs": [
{
@@ -268,7 +262,7 @@
"dict"
]
},
- "execution_count": 12,
+ "execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
@@ -286,10 +280,8 @@
},
{
"cell_type": "code",
- "execution_count": 13,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 63,
+ "metadata": {},
"outputs": [],
"source": [
"data = response.json()"
@@ -304,16 +296,16 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "dict_keys(['name', 'features', 'type', 'crs'])"
+ "dict_keys(['type', 'name', 'crs', 'features'])"
]
},
- "execution_count": 14,
+ "execution_count": 64,
"metadata": {},
"output_type": "execute_result"
}
@@ -324,7 +316,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 65,
"metadata": {},
"outputs": [
{
@@ -333,7 +325,7 @@
"'jcd_jcdecaux.jcdvelov'"
]
},
- "execution_count": 15,
+ "execution_count": 65,
"metadata": {},
"output_type": "execute_result"
}
@@ -344,7 +336,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 66,
"metadata": {},
"outputs": [
{
@@ -353,7 +345,7 @@
"'FeatureCollection'"
]
},
- "execution_count": 16,
+ "execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
@@ -364,16 +356,16 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 67,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'properties': {'name': 'urn:ogc:def:crs:EPSG::2154'}, 'type': 'name'}"
+ "{'type': 'name', 'properties': {'name': 'urn:ogc:def:crs:EPSG::2154'}}"
]
},
- "execution_count": 17,
+ "execution_count": 67,
"metadata": {},
"output_type": "execute_result"
}
@@ -384,10 +376,8 @@
},
{
"cell_type": "code",
- "execution_count": 18,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 68,
+ "metadata": {},
"outputs": [],
"source": [
"#data['features']"
@@ -395,46 +385,46 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 69,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'geometry': {'coordinates': [846559.9208299748, 6519392.887208973],\n",
- " 'type': 'Point'},\n",
- " 'properties': {'address': 'face au n°9 rue Jean Jaures',\n",
- " 'address2': '',\n",
- " 'availability': 'Gris',\n",
- " 'availabilitycode': 0,\n",
- " 'available_bike_stands': 0,\n",
- " 'available_bikes': 0,\n",
- " 'banking': 0,\n",
- " 'bike_stands': 34,\n",
+ "{'type': 'Feature',\n",
+ " 'properties': {'number': '4008',\n",
+ " 'name': 'Clos Savaron',\n",
+ " 'address': '10 Rue Clos Savaron',\n",
+ " 'address2': 'Face au n°19',\n",
+ " 'commune': 'Lyon 4 ème',\n",
+ " 'nmarrond': '',\n",
" 'bonus': '',\n",
- " 'code_insee': '69266',\n",
- " 'commune': 'VILLEURBANNE',\n",
- " 'description': \"En raison d'actes de vandalisme répétés, la station 10063 - PERRIN / JEAN JAURES est fermée.\\n\\nNous vous invitons à utiliser la station suivante a proximité : \\n- 10021 - GRANDCLEMENT\",\n",
- " 'enddate': '2019/06/17 00:00:00',\n",
- " 'etat': 'CLOSING',\n",
- " 'gid': 757,\n",
- " 'langue': 'FR',\n",
- " 'last_update': '2019/05/15 13:53:26',\n",
- " 'last_update_fme': '2019/05/15 13:58:01',\n",
- " 'lat': 45.758389382918224,\n",
- " 'lng': 4.885612754254137,\n",
- " 'name': 'Perrin / Jean Jaurès',\n",
- " 'nature': 'DETERIORATION',\n",
- " 'nmarrond': 63,\n",
- " 'number': 10063,\n",
- " 'pole': 'quartier Grandclément',\n",
- " 'startdate': '2019/05/13 00:00:00',\n",
- " 'status': 'CLOSED',\n",
- " 'titre': 'Fermeture station 10063 - PERRIN / JEAN JAURES'},\n",
- " 'type': 'Feature'}"
+ " 'pole': 'deleuvre',\n",
+ " 'lat': '45.7826362574796000',\n",
+ " 'lng': '4.8255591851847730',\n",
+ " 'bike_stands': '20',\n",
+ " 'status': 'OPEN',\n",
+ " 'available_bike_stands': '15',\n",
+ " 'available_bikes': '5',\n",
+ " 'availabilitycode': '1',\n",
+ " 'availability': 'Vert',\n",
+ " 'banking': 'false',\n",
+ " 'gid': '1211',\n",
+ " 'last_update': '2020-03-09 23:22:49',\n",
+ " 'last_update_fme': '2020-03-09 23:31:00',\n",
+ " 'code_insee': '69384',\n",
+ " 'langue': '',\n",
+ " 'etat': '',\n",
+ " 'nature': '',\n",
+ " 'titre': '',\n",
+ " 'description': '',\n",
+ " 'startdate': '',\n",
+ " 'enddate': ''},\n",
+ " 'geometry': {'type': 'Point',\n",
+ " 'coordinates': [841830.8348477094, 6521975.112768361]}}"
]
},
- "execution_count": 19,
+ "execution_count": 69,
"metadata": {},
"output_type": "execute_result"
}
@@ -445,16 +435,16 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 70,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "dict_keys(['geometry', 'type', 'properties'])"
+ "dict_keys(['type', 'properties', 'geometry'])"
]
},
- "execution_count": 20,
+ "execution_count": 70,
"metadata": {},
"output_type": "execute_result"
}
@@ -465,43 +455,43 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 71,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'address': 'face au n°9 rue Jean Jaures',\n",
- " 'address2': '',\n",
- " 'availability': 'Gris',\n",
- " 'availabilitycode': 0,\n",
- " 'available_bike_stands': 0,\n",
- " 'available_bikes': 0,\n",
- " 'banking': 0,\n",
- " 'bike_stands': 34,\n",
+ "{'number': '4008',\n",
+ " 'name': 'Clos Savaron',\n",
+ " 'address': '10 Rue Clos Savaron',\n",
+ " 'address2': 'Face au n°19',\n",
+ " 'commune': 'Lyon 4 ème',\n",
+ " 'nmarrond': '',\n",
" 'bonus': '',\n",
- " 'code_insee': '69266',\n",
- " 'commune': 'VILLEURBANNE',\n",
- " 'description': \"En raison d'actes de vandalisme répétés, la station 10063 - PERRIN / JEAN JAURES est fermée.\\n\\nNous vous invitons à utiliser la station suivante a proximité : \\n- 10021 - GRANDCLEMENT\",\n",
- " 'enddate': '2019/06/17 00:00:00',\n",
- " 'etat': 'CLOSING',\n",
- " 'gid': 757,\n",
- " 'langue': 'FR',\n",
- " 'last_update': '2019/05/15 13:53:26',\n",
- " 'last_update_fme': '2019/05/15 13:58:01',\n",
- " 'lat': 45.758389382918224,\n",
- " 'lng': 4.885612754254137,\n",
- " 'name': 'Perrin / Jean Jaurès',\n",
- " 'nature': 'DETERIORATION',\n",
- " 'nmarrond': 63,\n",
- " 'number': 10063,\n",
- " 'pole': 'quartier Grandclément',\n",
- " 'startdate': '2019/05/13 00:00:00',\n",
- " 'status': 'CLOSED',\n",
- " 'titre': 'Fermeture station 10063 - PERRIN / JEAN JAURES'}"
+ " 'pole': 'deleuvre',\n",
+ " 'lat': '45.7826362574796000',\n",
+ " 'lng': '4.8255591851847730',\n",
+ " 'bike_stands': '20',\n",
+ " 'status': 'OPEN',\n",
+ " 'available_bike_stands': '15',\n",
+ " 'available_bikes': '5',\n",
+ " 'availabilitycode': '1',\n",
+ " 'availability': 'Vert',\n",
+ " 'banking': 'false',\n",
+ " 'gid': '1211',\n",
+ " 'last_update': '2020-03-09 23:22:49',\n",
+ " 'last_update_fme': '2020-03-09 23:31:00',\n",
+ " 'code_insee': '69384',\n",
+ " 'langue': '',\n",
+ " 'etat': '',\n",
+ " 'nature': '',\n",
+ " 'titre': '',\n",
+ " 'description': '',\n",
+ " 'startdate': '',\n",
+ " 'enddate': ''}"
]
},
- "execution_count": 21,
+ "execution_count": 71,
"metadata": {},
"output_type": "execute_result"
}
@@ -540,10 +530,8 @@
},
{
"cell_type": "code",
- "execution_count": 22,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 96,
+ "metadata": {},
"outputs": [],
"source": [
"# initialisation\n",
@@ -552,30 +540,34 @@
"for feature in data['features']:\n",
" \n",
" this_station_available_bikes = feature['properties']['available_bikes']\n",
+ " \n",
+ " if this_station_available_bikes == '':\n",
+ " continue\n",
+ " \n",
" this_station = feature['properties']\n",
" \n",
- " if this_station_available_bikes > max_available_bikes:\n",
+ " if int(this_station_available_bikes) > max_available_bikes:\n",
" \n",
- " max_available_bikes = this_station_available_bikes\n",
+ " max_available_bikes = int(this_station_available_bikes)\n",
" most_available_station = this_station"
]
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 97,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "La station qui actuellement a le plus de Vélo'V disponibles est la station numéro 2005 ; \n",
- "31 Vélo'V sont disponibles.\n"
+ "La station qui actuellement a le plus de Vélo'V disponibles est la station numéro 7003 ; \n",
+ "40 Vélo'V sont disponibles.\n"
]
}
],
"source": [
- "print(\"\"\"La station qui actuellement a le plus de Vélo'V disponibles est la station numéro %i ; \n",
+ "print(\"\"\"La station qui actuellement a le plus de Vélo'V disponibles est la station numéro %s ; \n",
"%i Vélo'V sont disponibles.\"\"\" % (most_available_station['number'], max_available_bikes))"
]
},
@@ -588,47 +580,49 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 98,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'address': 'Angle rue du Moulin à Vent / route de Vienne',\n",
- " 'address2': '',\n",
- " 'availability': 'Gris',\n",
- " 'availabilitycode': 0,\n",
- " 'available_bike_stands': 0,\n",
- " 'available_bikes': 0,\n",
- " 'banking': 0,\n",
- " 'bike_stands': 20,\n",
+ "{'number': '7003',\n",
+ " 'name': 'Gambetta / Garibaldi',\n",
+ " 'address': '100, Cours Gambetta',\n",
+ " 'address2': 'Prolongement Rue Rachais',\n",
+ " 'commune': 'Lyon 7 ème',\n",
+ " 'nmarrond': '3',\n",
" 'bonus': '',\n",
- " 'code_insee': '69388',\n",
- " 'commune': 'Lyon 8 ème',\n",
- " 'description': '',\n",
- " 'etat': '',\n",
- " 'gid': 1020,\n",
+ " 'pole': 'métro D',\n",
+ " 'lat': '45.7517901355474700',\n",
+ " 'lng': '4.8526079660087520',\n",
+ " 'bike_stands': '40',\n",
+ " 'status': 'OPEN',\n",
+ " 'available_bike_stands': '0',\n",
+ " 'available_bikes': '40',\n",
+ " 'availabilitycode': '2',\n",
+ " 'availability': 'Bleu',\n",
+ " 'banking': 'true',\n",
+ " 'gid': '1058',\n",
+ " 'last_update': '2020-03-09 23:26:37',\n",
+ " 'last_update_fme': '2020-03-09 23:31:00',\n",
+ " 'code_insee': '69387',\n",
" 'langue': '',\n",
- " 'last_update': '2019/05/15 00:30:01',\n",
- " 'last_update_fme': '2019/05/15 00:30:01',\n",
- " 'lat': 45.72972669563087,\n",
- " 'lng': 4.853963757190567,\n",
- " 'name': 'Moulin à Vent',\n",
+ " 'etat': '',\n",
" 'nature': '',\n",
- " 'nmarrond': 20,\n",
- " 'number': 8020,\n",
- " 'pole': 'Commerces, itinéraire cyclable, coeur de quartier',\n",
- " 'status': 'OPEN',\n",
- " 'titre': ''}"
+ " 'titre': '',\n",
+ " 'description': '',\n",
+ " 'startdate': '',\n",
+ " 'enddate': ''}"
]
},
- "execution_count": 24,
+ "execution_count": 98,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "this_station"
+ "most_available_station"
]
},
{
@@ -640,63 +634,70 @@
},
{
"cell_type": "code",
- "execution_count": 25,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 100,
+ "metadata": {},
"outputs": [],
"source": [
- "data['features'].sort(key=lambda x: x['properties']['available_bikes'], reverse=True)"
+ "tmp = [ el for el in data['features'] if el['properties']['available_bikes'] != '' ]"
]
},
{
"cell_type": "code",
- "execution_count": 26,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 103,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "tmp.sort(key=lambda x: int(x['properties']['available_bikes']), reverse=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 104,
+ "metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'geometry': {'coordinates': [841442.971287748, 6517289.903131141],\n",
- " 'type': 'Point'},\n",
- " 'properties': {'address': '101, Cours Charlemagne',\n",
- " 'address2': '',\n",
- " 'availability': 'Vert',\n",
- " 'availabilitycode': 1,\n",
- " 'available_bike_stands': 1,\n",
- " 'available_bikes': 31,\n",
- " 'banking': 0,\n",
- " 'bike_stands': 32,\n",
+ "{'type': 'Feature',\n",
+ " 'properties': {'number': '7003',\n",
+ " 'name': 'Gambetta / Garibaldi',\n",
+ " 'address': '100, Cours Gambetta',\n",
+ " 'address2': 'Prolongement Rue Rachais',\n",
+ " 'commune': 'Lyon 7 ème',\n",
+ " 'nmarrond': '3',\n",
" 'bonus': '',\n",
- " 'code_insee': '69382',\n",
- " 'commune': 'Lyon 2 ème',\n",
- " 'description': '',\n",
- " 'etat': '',\n",
- " 'gid': 1006,\n",
+ " 'pole': 'métro D',\n",
+ " 'lat': '45.7517901355474700',\n",
+ " 'lng': '4.8526079660087520',\n",
+ " 'bike_stands': '40',\n",
+ " 'status': 'OPEN',\n",
+ " 'available_bike_stands': '0',\n",
+ " 'available_bikes': '40',\n",
+ " 'availabilitycode': '2',\n",
+ " 'availability': 'Bleu',\n",
+ " 'banking': 'true',\n",
+ " 'gid': '1058',\n",
+ " 'last_update': '2020-03-09 23:26:37',\n",
+ " 'last_update_fme': '2020-03-09 23:31:00',\n",
+ " 'code_insee': '69387',\n",
" 'langue': '',\n",
- " 'last_update': '2019/05/15 13:56:03',\n",
- " 'last_update_fme': '2019/05/15 13:58:01',\n",
- " 'lat': 45.740538315203914,\n",
- " 'lng': 4.819179518436805,\n",
- " 'name': 'Confluence Hôtel de Région',\n",
+ " 'etat': '',\n",
" 'nature': '',\n",
- " 'nmarrond': 5,\n",
- " 'number': 2005,\n",
- " 'pole': 'Hôtel de Région - Tram Montrochet - Pôle de loisirs',\n",
- " 'status': 'OPEN',\n",
- " 'titre': ''},\n",
- " 'type': 'Feature'}"
+ " 'titre': '',\n",
+ " 'description': '',\n",
+ " 'startdate': '',\n",
+ " 'enddate': ''},\n",
+ " 'geometry': {'type': 'Point',\n",
+ " 'coordinates': [844012.2793672716, 6518599.513596931]}}"
]
},
- "execution_count": 26,
+ "execution_count": 104,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "data['features'][0]"
+ "tmp[0]"
]
},
{
@@ -708,10 +709,8 @@
},
{
"cell_type": "code",
- "execution_count": 27,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 105,
+ "metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
@@ -721,10 +720,8 @@
},
{
"cell_type": "code",
- "execution_count": 28,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 106,
+ "metadata": {},
"outputs": [],
"source": [
"df0 = pd.DataFrame.from_records(data['features'])"
@@ -732,87 +729,87 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 107,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
- "<style>\n",
- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
- " <th>geometry</th>\n",
- " <th>properties</th>\n",
" <th>type</th>\n",
+ " <th>properties</th>\n",
+ " <th>geometry</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
- " <td>{'coordinates': [841442.971287748, 6517289.903...</td>\n",
- " <td>{'availability': 'Vert', 'banking': 0, 'langue...</td>\n",
" <td>Feature</td>\n",
+ " <td>{'number': '4008', 'name': 'Clos Savaron', 'ad...</td>\n",
+ " <td>{'type': 'Point', 'coordinates': [841830.83484...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
- " <td>{'coordinates': [846238.9482558605, 6522411.45...</td>\n",
- " <td>{'availability': 'Bleu', 'banking': 0, 'langue...</td>\n",
" <td>Feature</td>\n",
+ " <td>{'number': '7031', 'name': 'Jaurès / Gerland',...</td>\n",
+ " <td>{'type': 'Point', 'coordinates': [843087.26440...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
- " <td>{'coordinates': [843344.2527073876, 6521439.00...</td>\n",
- " <td>{'availability': 'Vert', 'banking': 0, 'langue...</td>\n",
" <td>Feature</td>\n",
+ " <td>{'number': '9050', 'name': 'Allée de l'Europe'...</td>\n",
+ " <td>{'type': 'Point', 'coordinates': [839417.65241...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
- " <td>{'coordinates': [844513.0999624816, 6521711.73...</td>\n",
- " <td>{'availability': 'Vert', 'banking': 0, 'langue...</td>\n",
" <td>Feature</td>\n",
+ " <td>{'number': '2020', 'name': 'Musée des Confluen...</td>\n",
+ " <td>{'type': 'Point', 'coordinates': [841441.31470...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
- " <td>{'coordinates': [842750.1543388483, 6518519.08...</td>\n",
- " <td>{'availability': 'Vert', 'banking': 0, 'langue...</td>\n",
" <td>Feature</td>\n",
+ " <td>{'number': '17003', 'name': 'St Fons - Théatre...</td>\n",
+ " <td>{'type': 'Point', 'coordinates': [844713.53957...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " geometry \\\n",
- "0 {'coordinates': [841442.971287748, 6517289.903... \n",
- "1 {'coordinates': [846238.9482558605, 6522411.45... \n",
- "2 {'coordinates': [843344.2527073876, 6521439.00... \n",
- "3 {'coordinates': [844513.0999624816, 6521711.73... \n",
- "4 {'coordinates': [842750.1543388483, 6518519.08... \n",
+ " type properties \\\n",
+ "0 Feature {'number': '4008', 'name': 'Clos Savaron', 'ad... \n",
+ "1 Feature {'number': '7031', 'name': 'Jaurès / Gerland',... \n",
+ "2 Feature {'number': '9050', 'name': 'Allée de l'Europe'... \n",
+ "3 Feature {'number': '2020', 'name': 'Musée des Confluen... \n",
+ "4 Feature {'number': '17003', 'name': 'St Fons - Théatre... \n",
"\n",
- " properties type \n",
- "0 {'availability': 'Vert', 'banking': 0, 'langue... Feature \n",
- "1 {'availability': 'Bleu', 'banking': 0, 'langue... Feature \n",
- "2 {'availability': 'Vert', 'banking': 0, 'langue... Feature \n",
- "3 {'availability': 'Vert', 'banking': 0, 'langue... Feature \n",
- "4 {'availability': 'Vert', 'banking': 0, 'langue... Feature "
+ " geometry \n",
+ "0 {'type': 'Point', 'coordinates': [841830.83484... \n",
+ "1 {'type': 'Point', 'coordinates': [843087.26440... \n",
+ "2 {'type': 'Point', 'coordinates': [839417.65241... \n",
+ "3 {'type': 'Point', 'coordinates': [841441.31470... \n",
+ "4 {'type': 'Point', 'coordinates': [844713.53957... "
]
},
- "execution_count": 29,
+ "execution_count": 107,
"metadata": {},
"output_type": "execute_result"
}
@@ -830,10 +827,8 @@
},
{
"cell_type": "code",
- "execution_count": 30,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 120,
+ "metadata": {},
"outputs": [],
"source": [
"df1 = pd.DataFrame.from_records( df0['properties'])"
@@ -841,214 +836,214 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 121,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
- "<style>\n",
- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
+ " <th>number</th>\n",
+ " <th>name</th>\n",
" <th>address</th>\n",
" <th>address2</th>\n",
- " <th>availability</th>\n",
- " <th>availabilitycode</th>\n",
+ " <th>commune</th>\n",
+ " <th>nmarrond</th>\n",
+ " <th>bonus</th>\n",
+ " <th>pole</th>\n",
+ " <th>lat</th>\n",
+ " <th>lng</th>\n",
+ " <th>bike_stands</th>\n",
+ " <th>status</th>\n",
" <th>available_bike_stands</th>\n",
" <th>available_bikes</th>\n",
+ " <th>availabilitycode</th>\n",
+ " <th>availability</th>\n",
" <th>banking</th>\n",
- " <th>bike_stands</th>\n",
- " <th>bonus</th>\n",
- " <th>code_insee</th>\n",
- " <th>commune</th>\n",
- " <th>description</th>\n",
- " <th>enddate</th>\n",
- " <th>etat</th>\n",
" <th>gid</th>\n",
- " <th>langue</th>\n",
" <th>last_update</th>\n",
" <th>last_update_fme</th>\n",
- " <th>lat</th>\n",
- " <th>lng</th>\n",
- " <th>name</th>\n",
+ " <th>code_insee</th>\n",
+ " <th>langue</th>\n",
+ " <th>etat</th>\n",
" <th>nature</th>\n",
- " <th>nmarrond</th>\n",
- " <th>number</th>\n",
- " <th>pole</th>\n",
- " <th>startdate</th>\n",
- " <th>status</th>\n",
" <th>titre</th>\n",
+ " <th>description</th>\n",
+ " <th>startdate</th>\n",
+ " <th>enddate</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
- " <td>101, Cours Charlemagne</td>\n",
+ " <td>4008</td>\n",
+ " <td>Clos Savaron</td>\n",
+ " <td>10 Rue Clos Savaron</td>\n",
+ " <td>Face au n°19</td>\n",
+ " <td>Lyon 4 ème</td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
+ " <td></td>\n",
+ " <td>deleuvre</td>\n",
+ " <td>45.7826362574796000</td>\n",
+ " <td>4.8255591851847730</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>15</td>\n",
+ " <td>5</td>\n",
" <td>1</td>\n",
- " <td>31</td>\n",
- " <td>0</td>\n",
- " <td>32</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1211</td>\n",
+ " <td>2020-03-09 23:22:49</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69384</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69382</td>\n",
- " <td>Lyon 2 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1006</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:03</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.740538</td>\n",
- " <td>4.819180</td>\n",
- " <td>Confluence Hôtel de Région</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>2005</td>\n",
- " <td>Hôtel de Région - Tram Montrochet - Pôle de lo...</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
- " <td>Rue de la Technologie</td>\n",
+ " <td>7031</td>\n",
+ " <td>Jaurès / Gerland</td>\n",
+ " <td>45, Rue de Gerland</td>\n",
+ " <td></td>\n",
+ " <td>Lyon 7 ème</td>\n",
+ " <td>31</td>\n",
+ " <td></td>\n",
+ " <td>Complexe sportif Benjamin Delessert</td>\n",
+ " <td>45.7398132348896800</td>\n",
+ " <td>4.8403073886228570</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>8</td>\n",
+ " <td>12</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>998</td>\n",
+ " <td>2020-03-09 23:27:56</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69387</td>\n",
" <td></td>\n",
- " <td>Bleu</td>\n",
- " <td>2</td>\n",
- " <td>0</td>\n",
- " <td>28</td>\n",
- " <td>0</td>\n",
- " <td>30</td>\n",
" <td></td>\n",
- " <td>69266</td>\n",
- " <td>VILLEURBANNE</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>970</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:53</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.785632</td>\n",
- " <td>4.882410</td>\n",
- " <td>IUT/ Feyssine</td>\n",
" <td></td>\n",
- " <td>1.0</td>\n",
- " <td>10001</td>\n",
- " <td>IUT, tramway</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
- " <td>Place Général Leclerc</td>\n",
- " <td>Le long des grilles côté ouest de la porte</td>\n",
- " <td>Vert</td>\n",
+ " <td>9050</td>\n",
+ " <td>Allée de l'Europe</td>\n",
+ " <td>228 avenue du Plateau</td>\n",
+ " <td></td>\n",
+ " <td>Lyon 9 ème</td>\n",
+ " <td>50</td>\n",
+ " <td></td>\n",
+ " <td>Commerces, poste, mairie, cpam, marché</td>\n",
+ " <td>45.7836371650547900</td>\n",
+ " <td>4.7945253084995630</td>\n",
+ " <td>12</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>6</td>\n",
+ " <td>6</td>\n",
" <td>1</td>\n",
- " <td>4</td>\n",
- " <td>25</td>\n",
- " <td>0</td>\n",
- " <td>29</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1016</td>\n",
+ " <td>2020-03-09 23:27:23</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69389</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69386</td>\n",
- " <td>Lyon 6 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1035</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:52:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.777493</td>\n",
- " <td>4.844871</td>\n",
- " <td>Porte des Enfants du Rhône</td>\n",
" <td></td>\n",
- " <td>2.0</td>\n",
- " <td>6002</td>\n",
- " <td>Parc de la Tête d'Or</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
- " <td>Boulevard du 11 novembre 1918</td>\n",
- " <td>Entrée parc</td>\n",
- " <td>Vert</td>\n",
+ " <td>2020</td>\n",
+ " <td>Musée des Confluences</td>\n",
+ " <td>Pont Raymond Barre</td>\n",
+ " <td>Parvis du Musée des Confluences</td>\n",
+ " <td>Lyon 2 ème</td>\n",
+ " <td>20</td>\n",
+ " <td></td>\n",
+ " <td>Musée des Confluences</td>\n",
+ " <td>45.7333083359277900</td>\n",
+ " <td>4.8189203135366740</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>16</td>\n",
+ " <td>4</td>\n",
" <td>1</td>\n",
- " <td>9</td>\n",
- " <td>24</td>\n",
- " <td>0</td>\n",
- " <td>35</td>\n",
+ " <td>Vert</td>\n",
+ " <td>true</td>\n",
+ " <td>1107</td>\n",
+ " <td>2020-03-09 23:25:00</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69382</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69266</td>\n",
- " <td>VILLEURBANNE</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1080</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:55:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.779702</td>\n",
- " <td>4.859991</td>\n",
- " <td>Bd du 11 novembre</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>10005</td>\n",
- " <td>Parc Tête d'Or, itinéraire cyclable</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
- " <td>Quai Claude Bernard</td>\n",
- " <td>Entre Pont de l'université et rue Chevreul</td>\n",
- " <td>Vert</td>\n",
+ " <td>17003</td>\n",
+ " <td>St Fons - Théatre</td>\n",
+ " <td>Face, 47 Rue Carnot</td>\n",
+ " <td></td>\n",
+ " <td>SAINT-FONS</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>Saint-Fons</td>\n",
+ " <td>45.7079860163389800</td>\n",
+ " <td>4.8601564934850360</td>\n",
+ " <td>18</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>10</td>\n",
+ " <td>8</td>\n",
" <td>1</td>\n",
- " <td>12</td>\n",
- " <td>21</td>\n",
- " <td>0</td>\n",
- " <td>29</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1258</td>\n",
+ " <td>2020-03-09 23:24:33</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69199</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69387</td>\n",
- " <td>Lyon 7 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1088</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:54:38</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.751332</td>\n",
- " <td>4.836354</td>\n",
- " <td>Universités Lyon III / Lyon II</td>\n",
" <td></td>\n",
- " <td>2.0</td>\n",
- " <td>7002</td>\n",
- " <td>Université Lyon 2 et Lyon 3</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
" </tr>\n",
" </tbody>\n",
@@ -1056,50 +1051,57 @@
"</div>"
],
"text/plain": [
- " address address2 \\\n",
- "0 101, Cours Charlemagne \n",
- "1 Rue de la Technologie \n",
- "2 Place Général Leclerc Le long des grilles côté ouest de la porte \n",
- "3 Boulevard du 11 novembre 1918 Entrée parc \n",
- "4 Quai Claude Bernard Entre Pont de l'université et rue Chevreul \n",
+ " number name address \\\n",
+ "0 4008 Clos Savaron 10 Rue Clos Savaron \n",
+ "1 7031 Jaurès / Gerland 45, Rue de Gerland \n",
+ "2 9050 Allée de l'Europe 228 avenue du Plateau \n",
+ "3 2020 Musée des Confluences Pont Raymond Barre \n",
+ "4 17003 St Fons - Théatre Face, 47 Rue Carnot \n",
+ "\n",
+ " address2 commune nmarrond bonus \\\n",
+ "0 Face au n°19 Lyon 4 ème \n",
+ "1 Lyon 7 ème 31 \n",
+ "2 Lyon 9 ème 50 \n",
+ "3 Parvis du Musée des Confluences Lyon 2 ème 20 \n",
+ "4 SAINT-FONS \n",
"\n",
- " availability availabilitycode available_bike_stands available_bikes \\\n",
- "0 Vert 1 1 31 \n",
- "1 Bleu 2 0 28 \n",
- "2 Vert 1 4 25 \n",
- "3 Vert 1 9 24 \n",
- "4 Vert 1 12 21 \n",
+ " pole lat \\\n",
+ "0 deleuvre 45.7826362574796000 \n",
+ "1 Complexe sportif Benjamin Delessert 45.7398132348896800 \n",
+ "2 Commerces, poste, mairie, cpam, marché 45.7836371650547900 \n",
+ "3 Musée des Confluences 45.7333083359277900 \n",
+ "4 Saint-Fons 45.7079860163389800 \n",
"\n",
- " banking bike_stands bonus code_insee commune description enddate \\\n",
- "0 0 32 69382 Lyon 2 ème NaN \n",
- "1 0 30 69266 VILLEURBANNE NaN \n",
- "2 0 29 69386 Lyon 6 ème NaN \n",
- "3 0 35 69266 VILLEURBANNE NaN \n",
- "4 0 29 69387 Lyon 7 ème NaN \n",
+ " lng bike_stands status available_bike_stands \\\n",
+ "0 4.8255591851847730 20 OPEN 15 \n",
+ "1 4.8403073886228570 20 OPEN 8 \n",
+ "2 4.7945253084995630 12 OPEN 6 \n",
+ "3 4.8189203135366740 20 OPEN 16 \n",
+ "4 4.8601564934850360 18 OPEN 10 \n",
"\n",
- " etat gid langue last_update last_update_fme lat \\\n",
- "0 1006 2019/05/15 13:56:03 2019/05/15 13:58:01 45.740538 \n",
- "1 970 2019/05/15 13:56:53 2019/05/15 13:58:01 45.785632 \n",
- "2 1035 2019/05/15 13:52:29 2019/05/15 13:58:00 45.777493 \n",
- "3 1080 2019/05/15 13:55:29 2019/05/15 13:58:00 45.779702 \n",
- "4 1088 2019/05/15 13:54:38 2019/05/15 13:58:01 45.751332 \n",
+ " available_bikes availabilitycode availability banking gid \\\n",
+ "0 5 1 Vert false 1211 \n",
+ "1 12 1 Vert false 998 \n",
+ "2 6 1 Vert false 1016 \n",
+ "3 4 1 Vert true 1107 \n",
+ "4 8 1 Vert false 1258 \n",
"\n",
- " lng name nature nmarrond number \\\n",
- "0 4.819180 Confluence Hôtel de Région 5.0 2005 \n",
- "1 4.882410 IUT/ Feyssine 1.0 10001 \n",
- "2 4.844871 Porte des Enfants du Rhône 2.0 6002 \n",
- "3 4.859991 Bd du 11 novembre 5.0 10005 \n",
- "4 4.836354 Universités Lyon III / Lyon II 2.0 7002 \n",
+ " last_update last_update_fme code_insee langue etat nature \\\n",
+ "0 2020-03-09 23:22:49 2020-03-09 23:31:00 69384 \n",
+ "1 2020-03-09 23:27:56 2020-03-09 23:31:00 69387 \n",
+ "2 2020-03-09 23:27:23 2020-03-09 23:31:00 69389 \n",
+ "3 2020-03-09 23:25:00 2020-03-09 23:31:00 69382 \n",
+ "4 2020-03-09 23:24:33 2020-03-09 23:31:00 69199 \n",
"\n",
- " pole startdate status titre \n",
- "0 Hôtel de Région - Tram Montrochet - Pôle de lo... NaN OPEN \n",
- "1 IUT, tramway NaN OPEN \n",
- "2 Parc de la Tête d'Or NaN OPEN \n",
- "3 Parc Tête d'Or, itinéraire cyclable NaN OPEN \n",
- "4 Université Lyon 2 et Lyon 3 NaN OPEN "
+ " titre description startdate enddate \n",
+ "0 \n",
+ "1 \n",
+ "2 \n",
+ "3 \n",
+ "4 "
]
},
- "execution_count": 31,
+ "execution_count": 121,
"metadata": {},
"output_type": "execute_result"
}
@@ -1117,10 +1119,8 @@
},
{
"cell_type": "code",
- "execution_count": 32,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 122,
+ "metadata": {},
"outputs": [],
"source": [
"geometry_df = pd.DataFrame.from_records(df0['geometry'])"
@@ -1135,10 +1135,8 @@
},
{
"cell_type": "code",
- "execution_count": 33,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 123,
+ "metadata": {},
"outputs": [],
"source": [
"df1['x'] = geometry_df.coordinates.apply( lambda row: row[0] )\n",
@@ -1147,58 +1145,58 @@
},
{
"cell_type": "code",
- "execution_count": 34,
+ "execution_count": 124,
"metadata": {},
"outputs": [
{
"data": {
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@@ -1206,225 +1204,225 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
- " <td>101, Cours Charlemagne</td>\n",
+ " <td>4008</td>\n",
+ " <td>Clos Savaron</td>\n",
+ " <td>10 Rue Clos Savaron</td>\n",
+ " <td>Face au n°19</td>\n",
+ " <td>Lyon 4 ème</td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
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- " <td>Lyon 2 ème</td>\n",
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- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.740538</td>\n",
- " <td>4.819180</td>\n",
- " <td>Confluence Hôtel de Région</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>2005</td>\n",
- " <td>Hôtel de Région - Tram Montrochet - Pôle de lo...</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>841442.971288</td>\n",
- " <td>6.517290e+06</td>\n",
+ " <td></td>\n",
+ " <td>841830.834848</td>\n",
+ " <td>6.521975e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
- " <td>Rue de la Technologie</td>\n",
- " <td></td>\n",
- " <td>Bleu</td>\n",
- " <td>2</td>\n",
- " <td>0</td>\n",
- " <td>28</td>\n",
- " <td>0</td>\n",
- " <td>30</td>\n",
+ " <td>7031</td>\n",
+ " <td>Jaurès / Gerland</td>\n",
+ " <td>45, Rue de Gerland</td>\n",
" <td></td>\n",
- " <td>69266</td>\n",
- " <td>VILLEURBANNE</td>\n",
+ " <td>Lyon 7 ème</td>\n",
+ " <td>31</td>\n",
+ " <td></td>\n",
+ " <td>Complexe sportif Benjamin Delessert</td>\n",
+ " <td>45.7398132348896800</td>\n",
+ " <td>4.8403073886228570</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>8</td>\n",
+ " <td>12</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>998</td>\n",
+ " <td>2020-03-09 23:27:56</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69387</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>970</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:53</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.785632</td>\n",
- " <td>4.882410</td>\n",
- " <td>IUT/ Feyssine</td>\n",
" <td></td>\n",
- " <td>1.0</td>\n",
- " <td>10001</td>\n",
- " <td>IUT, tramway</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>846238.948256</td>\n",
- " <td>6.522411e+06</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>843087.264407</td>\n",
+ " <td>6.517247e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
- " <td>Place Général Leclerc</td>\n",
- " <td>Le long des grilles côté ouest de la porte</td>\n",
- " <td>Vert</td>\n",
+ " <td>9050</td>\n",
+ " <td>Allée de l'Europe</td>\n",
+ " <td>228 avenue du Plateau</td>\n",
+ " <td></td>\n",
+ " <td>Lyon 9 ème</td>\n",
+ " <td>50</td>\n",
+ " <td></td>\n",
+ " <td>Commerces, poste, mairie, cpam, marché</td>\n",
+ " <td>45.7836371650547900</td>\n",
+ " <td>4.7945253084995630</td>\n",
+ " <td>12</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>6</td>\n",
+ " <td>6</td>\n",
" <td>1</td>\n",
- " <td>4</td>\n",
- " <td>25</td>\n",
- " <td>0</td>\n",
- " <td>29</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1016</td>\n",
+ " <td>2020-03-09 23:27:23</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69389</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69386</td>\n",
- " <td>Lyon 6 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1035</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:52:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.777493</td>\n",
- " <td>4.844871</td>\n",
- " <td>Porte des Enfants du Rhône</td>\n",
" <td></td>\n",
- " <td>2.0</td>\n",
- " <td>6002</td>\n",
- " <td>Parc de la Tête d'Or</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>843344.252707</td>\n",
- " <td>6.521439e+06</td>\n",
+ " <td>839417.652413</td>\n",
+ " <td>6.522031e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
- " <td>Boulevard du 11 novembre 1918</td>\n",
- " <td>Entrée parc</td>\n",
- " <td>Vert</td>\n",
+ " <td>2020</td>\n",
+ " <td>Musée des Confluences</td>\n",
+ " <td>Pont Raymond Barre</td>\n",
+ " <td>Parvis du Musée des Confluences</td>\n",
+ " <td>Lyon 2 ème</td>\n",
+ " <td>20</td>\n",
+ " <td></td>\n",
+ " <td>Musée des Confluences</td>\n",
+ " <td>45.7333083359277900</td>\n",
+ " <td>4.8189203135366740</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>16</td>\n",
+ " <td>4</td>\n",
" <td>1</td>\n",
- " <td>9</td>\n",
- " <td>24</td>\n",
- " <td>0</td>\n",
- " <td>35</td>\n",
+ " <td>Vert</td>\n",
+ " <td>true</td>\n",
+ " <td>1107</td>\n",
+ " <td>2020-03-09 23:25:00</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69382</td>\n",
" <td></td>\n",
- " <td>69266</td>\n",
- " <td>VILLEURBANNE</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1080</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:55:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.779702</td>\n",
- " <td>4.859991</td>\n",
- " <td>Bd du 11 novembre</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>10005</td>\n",
- " <td>Parc Tête d'Or, itinéraire cyclable</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>844513.099962</td>\n",
- " <td>6.521712e+06</td>\n",
+ " <td></td>\n",
+ " <td>841441.314703</td>\n",
+ " <td>6.516487e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
- " <td>Quai Claude Bernard</td>\n",
- " <td>Entre Pont de l'université et rue Chevreul</td>\n",
- " <td>Vert</td>\n",
+ " <td>17003</td>\n",
+ " <td>St Fons - Théatre</td>\n",
+ " <td>Face, 47 Rue Carnot</td>\n",
+ " <td></td>\n",
+ " <td>SAINT-FONS</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>Saint-Fons</td>\n",
+ " <td>45.7079860163389800</td>\n",
+ " <td>4.8601564934850360</td>\n",
+ " <td>18</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>10</td>\n",
+ " <td>8</td>\n",
" <td>1</td>\n",
- " <td>12</td>\n",
- " <td>21</td>\n",
- " <td>0</td>\n",
- " <td>29</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1258</td>\n",
+ " <td>2020-03-09 23:24:33</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69199</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69387</td>\n",
- " <td>Lyon 7 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1088</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:54:38</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.751332</td>\n",
- " <td>4.836354</td>\n",
- " <td>Universités Lyon III / Lyon II</td>\n",
" <td></td>\n",
- " <td>2.0</td>\n",
- " <td>7002</td>\n",
- " <td>Université Lyon 2 et Lyon 3</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>842750.154339</td>\n",
- " <td>6.518519e+06</td>\n",
+ " <td>844713.539572</td>\n",
+ " <td>6.513750e+06</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " address address2 \\\n",
- "0 101, Cours Charlemagne \n",
- "1 Rue de la Technologie \n",
- "2 Place Général Leclerc Le long des grilles côté ouest de la porte \n",
- "3 Boulevard du 11 novembre 1918 Entrée parc \n",
- "4 Quai Claude Bernard Entre Pont de l'université et rue Chevreul \n",
+ " number name address \\\n",
+ "0 4008 Clos Savaron 10 Rue Clos Savaron \n",
+ "1 7031 Jaurès / Gerland 45, Rue de Gerland \n",
+ "2 9050 Allée de l'Europe 228 avenue du Plateau \n",
+ "3 2020 Musée des Confluences Pont Raymond Barre \n",
+ "4 17003 St Fons - Théatre Face, 47 Rue Carnot \n",
"\n",
- " availability availabilitycode available_bike_stands available_bikes \\\n",
- "0 Vert 1 1 31 \n",
- "1 Bleu 2 0 28 \n",
- "2 Vert 1 4 25 \n",
- "3 Vert 1 9 24 \n",
- "4 Vert 1 12 21 \n",
+ " address2 commune nmarrond bonus \\\n",
+ "0 Face au n°19 Lyon 4 ème \n",
+ "1 Lyon 7 ème 31 \n",
+ "2 Lyon 9 ème 50 \n",
+ "3 Parvis du Musée des Confluences Lyon 2 ème 20 \n",
+ "4 SAINT-FONS \n",
"\n",
- " banking bike_stands bonus code_insee commune description enddate \\\n",
- "0 0 32 69382 Lyon 2 ème NaN \n",
- "1 0 30 69266 VILLEURBANNE NaN \n",
- "2 0 29 69386 Lyon 6 ème NaN \n",
- "3 0 35 69266 VILLEURBANNE NaN \n",
- "4 0 29 69387 Lyon 7 ème NaN \n",
+ " pole lat \\\n",
+ "0 deleuvre 45.7826362574796000 \n",
+ "1 Complexe sportif Benjamin Delessert 45.7398132348896800 \n",
+ "2 Commerces, poste, mairie, cpam, marché 45.7836371650547900 \n",
+ "3 Musée des Confluences 45.7333083359277900 \n",
+ "4 Saint-Fons 45.7079860163389800 \n",
"\n",
- " etat gid langue last_update last_update_fme lat \\\n",
- "0 1006 2019/05/15 13:56:03 2019/05/15 13:58:01 45.740538 \n",
- "1 970 2019/05/15 13:56:53 2019/05/15 13:58:01 45.785632 \n",
- "2 1035 2019/05/15 13:52:29 2019/05/15 13:58:00 45.777493 \n",
- "3 1080 2019/05/15 13:55:29 2019/05/15 13:58:00 45.779702 \n",
- "4 1088 2019/05/15 13:54:38 2019/05/15 13:58:01 45.751332 \n",
+ " lng bike_stands status available_bike_stands \\\n",
+ "0 4.8255591851847730 20 OPEN 15 \n",
+ "1 4.8403073886228570 20 OPEN 8 \n",
+ "2 4.7945253084995630 12 OPEN 6 \n",
+ "3 4.8189203135366740 20 OPEN 16 \n",
+ "4 4.8601564934850360 18 OPEN 10 \n",
"\n",
- " lng name nature nmarrond number \\\n",
- "0 4.819180 Confluence Hôtel de Région 5.0 2005 \n",
- "1 4.882410 IUT/ Feyssine 1.0 10001 \n",
- "2 4.844871 Porte des Enfants du Rhône 2.0 6002 \n",
- "3 4.859991 Bd du 11 novembre 5.0 10005 \n",
- "4 4.836354 Universités Lyon III / Lyon II 2.0 7002 \n",
+ " available_bikes availabilitycode availability banking gid \\\n",
+ "0 5 1 Vert false 1211 \n",
+ "1 12 1 Vert false 998 \n",
+ "2 6 1 Vert false 1016 \n",
+ "3 4 1 Vert true 1107 \n",
+ "4 8 1 Vert false 1258 \n",
"\n",
- " pole startdate status titre \\\n",
- "0 Hôtel de Région - Tram Montrochet - Pôle de lo... NaN OPEN \n",
- "1 IUT, tramway NaN OPEN \n",
- "2 Parc de la Tête d'Or NaN OPEN \n",
- "3 Parc Tête d'Or, itinéraire cyclable NaN OPEN \n",
- "4 Université Lyon 2 et Lyon 3 NaN OPEN \n",
+ " last_update last_update_fme code_insee langue etat nature \\\n",
+ "0 2020-03-09 23:22:49 2020-03-09 23:31:00 69384 \n",
+ "1 2020-03-09 23:27:56 2020-03-09 23:31:00 69387 \n",
+ "2 2020-03-09 23:27:23 2020-03-09 23:31:00 69389 \n",
+ "3 2020-03-09 23:25:00 2020-03-09 23:31:00 69382 \n",
+ "4 2020-03-09 23:24:33 2020-03-09 23:31:00 69199 \n",
"\n",
- " x y \n",
- "0 841442.971288 6.517290e+06 \n",
- "1 846238.948256 6.522411e+06 \n",
- "2 843344.252707 6.521439e+06 \n",
- "3 844513.099962 6.521712e+06 \n",
- "4 842750.154339 6.518519e+06 "
+ " titre description startdate enddate x y \n",
+ "0 841830.834848 6.521975e+06 \n",
+ "1 843087.264407 6.517247e+06 \n",
+ "2 839417.652413 6.522031e+06 \n",
+ "3 841441.314703 6.516487e+06 \n",
+ "4 844713.539572 6.513750e+06 "
]
},
- "execution_count": 34,
+ "execution_count": 124,
"metadata": {},
"output_type": "execute_result"
}
@@ -1435,40 +1433,80 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 125,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "number object\n",
+ "name object\n",
+ "address object\n",
+ "address2 object\n",
+ "commune object\n",
+ "nmarrond object\n",
+ "bonus object\n",
+ "pole object\n",
+ "lat object\n",
+ "lng object\n",
+ "bike_stands object\n",
+ "status object\n",
+ "available_bike_stands object\n",
+ "available_bikes object\n",
+ "availabilitycode object\n",
+ "availability object\n",
+ "banking object\n",
+ "gid object\n",
+ "last_update object\n",
+ "last_update_fme object\n",
+ "code_insee object\n",
+ "langue object\n",
+ "etat object\n",
+ "nature object\n",
+ "titre object\n",
+ "description object\n",
+ "startdate object\n",
+ "enddate object\n",
+ "x float64\n",
+ "y float64\n",
+ "dtype: object"
+ ]
+ },
+ "execution_count": 125,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df1.dtypes"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 126,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
- "<style>\n",
- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
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"\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
- " <th>availabilitycode</th>\n",
- " <th>available_bike_stands</th>\n",
- " <th>available_bikes</th>\n",
- " <th>banking</th>\n",
- " <th>bike_stands</th>\n",
- " <th>gid</th>\n",
- " <th>lat</th>\n",
- " <th>lng</th>\n",
- " <th>nmarrond</th>\n",
- " <th>number</th>\n",
" <th>x</th>\n",
" <th>y</th>\n",
" </tr>\n",
@@ -1476,161 +1514,61 @@
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.0</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>345.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>347.000000</td>\n",
- " <td>3.470000e+02</td>\n",
+ " <td>420.000000</td>\n",
+ " <td>4.200000e+02</td>\n",
" </tr>\n",
" <tr>\n",
" <th>mean</th>\n",
- " <td>1.224784</td>\n",
- " <td>12.665706</td>\n",
- " <td>5.034582</td>\n",
- " <td>0.0</td>\n",
- " <td>19.723343</td>\n",
- " <td>936.440922</td>\n",
- " <td>45.760099</td>\n",
- " <td>4.849945</td>\n",
- " <td>36.057971</td>\n",
- " <td>6237.507205</td>\n",
- " <td>843783.728961</td>\n",
- " <td>6.519517e+06</td>\n",
+ " <td>843857.818414</td>\n",
+ " <td>6.519492e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>std</th>\n",
- " <td>0.772480</td>\n",
- " <td>7.325074</td>\n",
- " <td>5.619841</td>\n",
- " <td>0.0</td>\n",
- " <td>6.403449</td>\n",
- " <td>105.998985</td>\n",
- " <td>0.015280</td>\n",
- " <td>0.027657</td>\n",
- " <td>30.047677</td>\n",
- " <td>3030.314212</td>\n",
- " <td>2153.450278</td>\n",
- " <td>1.692143e+03</td>\n",
+ " <td>2330.255582</td>\n",
+ " <td>2.435300e+03</td>\n",
" </tr>\n",
" <tr>\n",
" <th>min</th>\n",
- " <td>0.000000</td>\n",
- " <td>0.000000</td>\n",
- " <td>0.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>10.000000</td>\n",
- " <td>757.000000</td>\n",
- " <td>45.722800</td>\n",
- " <td>4.788149</td>\n",
- " <td>1.000000</td>\n",
- " <td>1001.000000</td>\n",
- " <td>838995.264084</td>\n",
- " <td>6.515363e+06</td>\n",
+ " <td>838207.661683</td>\n",
+ " <td>6.512503e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25%</th>\n",
- " <td>1.000000</td>\n",
- " <td>8.000000</td>\n",
- " <td>1.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>16.000000</td>\n",
- " <td>845.000000</td>\n",
- " <td>45.749893</td>\n",
- " <td>4.829669</td>\n",
- " <td>11.000000</td>\n",
- " <td>3087.500000</td>\n",
- " <td>842220.480246</td>\n",
- " <td>6.518380e+06</td>\n",
+ " <td>842169.032103</td>\n",
+ " <td>6.518160e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50%</th>\n",
- " <td>1.000000</td>\n",
- " <td>13.000000</td>\n",
- " <td>3.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>19.000000</td>\n",
- " <td>936.000000</td>\n",
- " <td>45.760609</td>\n",
- " <td>4.848477</td>\n",
- " <td>30.000000</td>\n",
- " <td>7003.000000</td>\n",
- " <td>843672.746355</td>\n",
- " <td>6.519597e+06</td>\n",
+ " <td>843763.839884</td>\n",
+ " <td>6.519499e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75%</th>\n",
- " <td>1.000000</td>\n",
- " <td>17.000000</td>\n",
- " <td>8.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>22.000000</td>\n",
- " <td>1025.500000</td>\n",
- " <td>45.770942</td>\n",
- " <td>4.870760</td>\n",
- " <td>52.000000</td>\n",
- " <td>9032.500000</td>\n",
- " <td>845395.663610</td>\n",
- " <td>6.520722e+06</td>\n",
+ " <td>845502.791147</td>\n",
+ " <td>6.520818e+06</td>\n",
" </tr>\n",
" <tr>\n",
" <th>max</th>\n",
- " <td>3.000000</td>\n",
- " <td>39.000000</td>\n",
- " <td>31.000000</td>\n",
- " <td>0.0</td>\n",
- " <td>59.000000</td>\n",
- " <td>1208.000000</td>\n",
- " <td>45.797412</td>\n",
- " <td>4.920604</td>\n",
- " <td>122.000000</td>\n",
- " <td>12002.000000</td>\n",
- " <td>849272.545855</td>\n",
- " <td>6.523622e+06</td>\n",
+ " <td>851972.846296</td>\n",
+ " <td>6.532432e+06</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " availabilitycode available_bike_stands available_bikes banking \\\n",
- "count 347.000000 347.000000 347.000000 347.0 \n",
- "mean 1.224784 12.665706 5.034582 0.0 \n",
- "std 0.772480 7.325074 5.619841 0.0 \n",
- "min 0.000000 0.000000 0.000000 0.0 \n",
- "25% 1.000000 8.000000 1.000000 0.0 \n",
- "50% 1.000000 13.000000 3.000000 0.0 \n",
- "75% 1.000000 17.000000 8.000000 0.0 \n",
- "max 3.000000 39.000000 31.000000 0.0 \n",
- "\n",
- " bike_stands gid lat lng nmarrond \\\n",
- "count 347.000000 347.000000 347.000000 347.000000 345.000000 \n",
- "mean 19.723343 936.440922 45.760099 4.849945 36.057971 \n",
- "std 6.403449 105.998985 0.015280 0.027657 30.047677 \n",
- "min 10.000000 757.000000 45.722800 4.788149 1.000000 \n",
- "25% 16.000000 845.000000 45.749893 4.829669 11.000000 \n",
- "50% 19.000000 936.000000 45.760609 4.848477 30.000000 \n",
- "75% 22.000000 1025.500000 45.770942 4.870760 52.000000 \n",
- "max 59.000000 1208.000000 45.797412 4.920604 122.000000 \n",
- "\n",
- " number x y \n",
- "count 347.000000 347.000000 3.470000e+02 \n",
- "mean 6237.507205 843783.728961 6.519517e+06 \n",
- "std 3030.314212 2153.450278 1.692143e+03 \n",
- "min 1001.000000 838995.264084 6.515363e+06 \n",
- "25% 3087.500000 842220.480246 6.518380e+06 \n",
- "50% 7003.000000 843672.746355 6.519597e+06 \n",
- "75% 9032.500000 845395.663610 6.520722e+06 \n",
- "max 12002.000000 849272.545855 6.523622e+06 "
+ " x y\n",
+ "count 420.000000 4.200000e+02\n",
+ "mean 843857.818414 6.519492e+06\n",
+ "std 2330.255582 2.435300e+03\n",
+ "min 838207.661683 6.512503e+06\n",
+ "25% 842169.032103 6.518160e+06\n",
+ "50% 843763.839884 6.519499e+06\n",
+ "75% 845502.791147 6.520818e+06\n",
+ "max 851972.846296 6.532432e+06"
]
},
- "execution_count": 35,
+ "execution_count": 126,
"metadata": {},
"output_type": "execute_result"
}
@@ -1641,150 +1579,159 @@
},
{
"cell_type": "code",
- "execution_count": 36,
+ "execution_count": 137,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "31"
+ "40"
]
},
- "execution_count": 36,
+ "execution_count": 137,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "df1['available_bikes'].max()"
+ "max_available_bikes = df1['available_bikes'].replace('', '-1').astype('int').max()"
]
},
{
"cell_type": "code",
- "execution_count": 37,
+ "execution_count": 138,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
- "<style>\n",
- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
+ " <th>number</th>\n",
+ " <th>name</th>\n",
" <th>address</th>\n",
" <th>address2</th>\n",
- " <th>availability</th>\n",
- " <th>availabilitycode</th>\n",
+ " <th>commune</th>\n",
+ " <th>nmarrond</th>\n",
+ " <th>bonus</th>\n",
+ " <th>pole</th>\n",
+ " <th>lat</th>\n",
+ " <th>lng</th>\n",
+ " <th>bike_stands</th>\n",
+ " <th>status</th>\n",
" <th>available_bike_stands</th>\n",
" <th>available_bikes</th>\n",
+ " <th>availabilitycode</th>\n",
+ " <th>availability</th>\n",
" <th>banking</th>\n",
- " <th>bike_stands</th>\n",
- " <th>bonus</th>\n",
- " <th>code_insee</th>\n",
- " <th>commune</th>\n",
- " <th>description</th>\n",
- " <th>enddate</th>\n",
- " <th>etat</th>\n",
" <th>gid</th>\n",
- " <th>langue</th>\n",
" <th>last_update</th>\n",
" <th>last_update_fme</th>\n",
- " <th>lat</th>\n",
- " <th>lng</th>\n",
- " <th>name</th>\n",
+ " <th>code_insee</th>\n",
+ " <th>langue</th>\n",
+ " <th>etat</th>\n",
" <th>nature</th>\n",
- " <th>nmarrond</th>\n",
- " <th>number</th>\n",
- " <th>pole</th>\n",
- " <th>startdate</th>\n",
- " <th>status</th>\n",
" <th>titre</th>\n",
+ " <th>description</th>\n",
+ " <th>startdate</th>\n",
+ " <th>enddate</th>\n",
" <th>x</th>\n",
" <th>y</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
- " <th>0</th>\n",
- " <td>101, Cours Charlemagne</td>\n",
+ " <th>337</th>\n",
+ " <td>7003</td>\n",
+ " <td>Gambetta / Garibaldi</td>\n",
+ " <td>100, Cours Gambetta</td>\n",
+ " <td>Prolongement Rue Rachais</td>\n",
+ " <td>Lyon 7 ème</td>\n",
+ " <td>3</td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
- " <td>1</td>\n",
- " <td>31</td>\n",
+ " <td>métro D</td>\n",
+ " <td>45.7517901355474700</td>\n",
+ " <td>4.8526079660087520</td>\n",
+ " <td>40</td>\n",
+ " <td>OPEN</td>\n",
" <td>0</td>\n",
- " <td>32</td>\n",
+ " <td>40</td>\n",
+ " <td>2</td>\n",
+ " <td>Bleu</td>\n",
+ " <td>true</td>\n",
+ " <td>1058</td>\n",
+ " <td>2020-03-09 23:26:37</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69387</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69382</td>\n",
- " <td>Lyon 2 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1006</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:03</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.740538</td>\n",
- " <td>4.81918</td>\n",
- " <td>Confluence Hôtel de Région</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>2005</td>\n",
- " <td>Hôtel de Région - Tram Montrochet - Pôle de lo...</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>841442.971288</td>\n",
- " <td>6.517290e+06</td>\n",
+ " <td>844012.279367</td>\n",
+ " <td>6.518600e+06</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " address address2 availability availabilitycode \\\n",
- "0 101, Cours Charlemagne Vert 1 \n",
+ " number name address \\\n",
+ "337 7003 Gambetta / Garibaldi 100, Cours Gambetta \n",
"\n",
- " available_bike_stands available_bikes banking bike_stands bonus \\\n",
- "0 1 31 0 32 \n",
+ " address2 commune nmarrond bonus pole \\\n",
+ "337 Prolongement Rue Rachais Lyon 7 ème 3 métro D \n",
"\n",
- " code_insee commune description enddate etat gid langue \\\n",
- "0 69382 Lyon 2 ème NaN 1006 \n",
+ " lat lng bike_stands status \\\n",
+ "337 45.7517901355474700 4.8526079660087520 40 OPEN \n",
"\n",
- " last_update last_update_fme lat lng \\\n",
- "0 2019/05/15 13:56:03 2019/05/15 13:58:01 45.740538 4.81918 \n",
+ " available_bike_stands available_bikes availabilitycode availability \\\n",
+ "337 0 40 2 Bleu \n",
"\n",
- " name nature nmarrond number \\\n",
- "0 Confluence Hôtel de Région 5.0 2005 \n",
+ " banking gid last_update last_update_fme code_insee langue \\\n",
+ "337 true 1058 2020-03-09 23:26:37 2020-03-09 23:31:00 69387 \n",
"\n",
- " pole startdate status titre \\\n",
- "0 Hôtel de Région - Tram Montrochet - Pôle de lo... NaN OPEN \n",
+ " etat nature titre description startdate enddate x \\\n",
+ "337 844012.279367 \n",
"\n",
- " x y \n",
- "0 841442.971288 6.517290e+06 "
+ " y \n",
+ "337 6.518600e+06 "
]
},
- "execution_count": 37,
+ "execution_count": 138,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "df1[ df1['available_bikes'] == df1['available_bikes'].max()]"
+ "df1[ df1['available_bikes'] == f\"{max_available_bikes}\" ]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 147,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "df1['num_available_bikes'] = df1['available_bikes'].replace('', '-1').astype('int')"
]
},
{
@@ -1796,241 +1743,252 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 149,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "<matplotlib.axes._subplots.AxesSubplot at 0x7f8832ccb240>"
+ "<matplotlib.axes._subplots.AxesSubplot at 0x7fb3e0f06e10>"
]
},
- "execution_count": 38,
+ "execution_count": 149,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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IIQQKBkIIIYD/D0wOmpGbrgNzAAAAAElFTkSuQmCC\n",
+ "image/png": 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\n",
"text/plain": [
- "<matplotlib.figure.Figure at 0x7f88351c0c50>"
+ "<Figure size 1080x1080 with 1 Axes>"
]
},
- "metadata": {},
+ "metadata": {
+ "needs_background": "light"
+ },
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
- "df1.plot(x='number', y='available_bikes', kind='scatter')"
+ "df1.plot(x='number', y='num_available_bikes', kind='scatter', figsize=(15,15))"
]
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 150,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
- "<style>\n",
- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
+ " <th>number</th>\n",
+ " <th>name</th>\n",
" <th>address</th>\n",
" <th>address2</th>\n",
- " <th>availability</th>\n",
- " <th>availabilitycode</th>\n",
+ " <th>commune</th>\n",
+ " <th>nmarrond</th>\n",
+ " <th>bonus</th>\n",
+ " <th>pole</th>\n",
+ " <th>lat</th>\n",
+ " <th>lng</th>\n",
+ " <th>bike_stands</th>\n",
+ " <th>status</th>\n",
" <th>available_bike_stands</th>\n",
" <th>available_bikes</th>\n",
+ " <th>availabilitycode</th>\n",
+ " <th>availability</th>\n",
" <th>banking</th>\n",
- " <th>bike_stands</th>\n",
- " <th>bonus</th>\n",
- " <th>code_insee</th>\n",
- " <th>commune</th>\n",
- " <th>description</th>\n",
- " <th>enddate</th>\n",
- " <th>etat</th>\n",
" <th>gid</th>\n",
- " <th>langue</th>\n",
" <th>last_update</th>\n",
" <th>last_update_fme</th>\n",
- " <th>lat</th>\n",
- " <th>lng</th>\n",
- " <th>name</th>\n",
+ " <th>code_insee</th>\n",
+ " <th>langue</th>\n",
+ " <th>etat</th>\n",
" <th>nature</th>\n",
- " <th>nmarrond</th>\n",
- " <th>number</th>\n",
- " <th>pole</th>\n",
- " <th>startdate</th>\n",
- " <th>status</th>\n",
" <th>titre</th>\n",
+ " <th>description</th>\n",
+ " <th>startdate</th>\n",
+ " <th>enddate</th>\n",
" <th>x</th>\n",
" <th>y</th>\n",
+ " <th>num_available_bikes</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
- " <th>0</th>\n",
- " <td>101, Cours Charlemagne</td>\n",
+ " <th>337</th>\n",
+ " <td>7003</td>\n",
+ " <td>Gambetta / Garibaldi</td>\n",
+ " <td>100, Cours Gambetta</td>\n",
+ " <td>Prolongement Rue Rachais</td>\n",
+ " <td>Lyon 7 ème</td>\n",
+ " <td>3</td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
- " <td>1</td>\n",
- " <td>31</td>\n",
+ " <td>métro D</td>\n",
+ " <td>45.7517901355474700</td>\n",
+ " <td>4.8526079660087520</td>\n",
+ " <td>40</td>\n",
+ " <td>OPEN</td>\n",
" <td>0</td>\n",
- " <td>32</td>\n",
+ " <td>40</td>\n",
+ " <td>2</td>\n",
+ " <td>Bleu</td>\n",
+ " <td>true</td>\n",
+ " <td>1058</td>\n",
+ " <td>2020-03-09 23:26:37</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69387</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>69382</td>\n",
- " <td>Lyon 2 ème</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1006</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:03</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.740538</td>\n",
- " <td>4.819180</td>\n",
- " <td>Confluence Hôtel de Région</td>\n",
" <td></td>\n",
- " <td>5.0</td>\n",
- " <td>2005</td>\n",
- " <td>Hôtel de Région - Tram Montrochet - Pôle de lo...</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>841442.971288</td>\n",
- " <td>6.517290e+06</td>\n",
+ " <td>844012.279367</td>\n",
+ " <td>6.518600e+06</td>\n",
+ " <td>40</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>1</th>\n",
- " <td>Rue de la Technologie</td>\n",
+ " <th>17</th>\n",
+ " <td>3029</td>\n",
+ " <td>Place Aristide Briand</td>\n",
+ " <td>Face 303, Rue Duguesclin</td>\n",
+ " <td>Angle Gambetta</td>\n",
+ " <td>Lyon 3 ème</td>\n",
+ " <td>29</td>\n",
" <td></td>\n",
- " <td>Bleu</td>\n",
- " <td>2</td>\n",
- " <td>0</td>\n",
- " <td>28</td>\n",
- " <td>0</td>\n",
- " <td>30</td>\n",
+ " <td>itinéraires cyclables</td>\n",
+ " <td>45.7530043530221000</td>\n",
+ " <td>4.8502474272199690</td>\n",
+ " <td>38</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>6</td>\n",
+ " <td>32</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>true</td>\n",
+ " <td>881</td>\n",
+ " <td>2020-03-09 23:27:36</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69383</td>\n",
" <td></td>\n",
- " <td>69266</td>\n",
- " <td>VILLEURBANNE</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>970</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:56:53</td>\n",
- " <td>2019/05/15 13:58:01</td>\n",
- " <td>45.785632</td>\n",
- " <td>4.882410</td>\n",
- " <td>IUT/ Feyssine</td>\n",
" <td></td>\n",
- " <td>1.0</td>\n",
- " <td>10001</td>\n",
- " <td>IUT, tramway</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>846238.948256</td>\n",
- " <td>6.522411e+06</td>\n",
+ " <td></td>\n",
+ " <td>843825.657469</td>\n",
+ " <td>6.518730e+06</td>\n",
+ " <td>32</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>2</th>\n",
- " <td>Place Général Leclerc</td>\n",
- " <td>Le long des grilles côté ouest de la porte</td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
+ " <th>34</th>\n",
+ " <td>5004</td>\n",
+ " <td>Saint-Jean</td>\n",
+ " <td>Rue Saint-Jean</td>\n",
+ " <td>entre entrée de la Cathédrale et le métro</td>\n",
+ " <td>Lyon 5 ème</td>\n",
" <td>4</td>\n",
- " <td>25</td>\n",
- " <td>0</td>\n",
- " <td>29</td>\n",
" <td></td>\n",
- " <td>69386</td>\n",
- " <td>Lyon 6 ème</td>\n",
+ " <td>funiculaire, coeur quartier, Vieux Lyon</td>\n",
+ " <td>45.7604837438977800</td>\n",
+ " <td>4.8265650503972600</td>\n",
+ " <td>39</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>7</td>\n",
+ " <td>31</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>true</td>\n",
+ " <td>854</td>\n",
+ " <td>2020-03-09 23:26:02</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69385</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1035</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:52:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.777493</td>\n",
- " <td>4.844871</td>\n",
- " <td>Porte des Enfants du Rhône</td>\n",
" <td></td>\n",
- " <td>2.0</td>\n",
- " <td>6002</td>\n",
- " <td>Parc de la Tête d'Or</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>843344.252707</td>\n",
- " <td>6.521439e+06</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>841965.869361</td>\n",
+ " <td>6.519518e+06</td>\n",
+ " <td>31</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " address address2 \\\n",
- "0 101, Cours Charlemagne \n",
- "1 Rue de la Technologie \n",
- "2 Place Général Leclerc Le long des grilles côté ouest de la porte \n",
+ " number name address \\\n",
+ "337 7003 Gambetta / Garibaldi 100, Cours Gambetta \n",
+ "17 3029 Place Aristide Briand Face 303, Rue Duguesclin \n",
+ "34 5004 Saint-Jean Rue Saint-Jean \n",
+ "\n",
+ " address2 commune nmarrond bonus \\\n",
+ "337 Prolongement Rue Rachais Lyon 7 ème 3 \n",
+ "17 Angle Gambetta Lyon 3 ème 29 \n",
+ "34 entre entrée de la Cathédrale et le métro Lyon 5 ème 4 \n",
"\n",
- " availability availabilitycode available_bike_stands available_bikes \\\n",
- "0 Vert 1 1 31 \n",
- "1 Bleu 2 0 28 \n",
- "2 Vert 1 4 25 \n",
+ " pole lat \\\n",
+ "337 métro D 45.7517901355474700 \n",
+ "17 itinéraires cyclables 45.7530043530221000 \n",
+ "34 funiculaire, coeur quartier, Vieux Lyon 45.7604837438977800 \n",
"\n",
- " banking bike_stands bonus code_insee commune description enddate \\\n",
- "0 0 32 69382 Lyon 2 ème NaN \n",
- "1 0 30 69266 VILLEURBANNE NaN \n",
- "2 0 29 69386 Lyon 6 ème NaN \n",
+ " lng bike_stands status available_bike_stands \\\n",
+ "337 4.8526079660087520 40 OPEN 0 \n",
+ "17 4.8502474272199690 38 OPEN 6 \n",
+ "34 4.8265650503972600 39 OPEN 7 \n",
"\n",
- " etat gid langue last_update last_update_fme lat \\\n",
- "0 1006 2019/05/15 13:56:03 2019/05/15 13:58:01 45.740538 \n",
- "1 970 2019/05/15 13:56:53 2019/05/15 13:58:01 45.785632 \n",
- "2 1035 2019/05/15 13:52:29 2019/05/15 13:58:00 45.777493 \n",
+ " available_bikes availabilitycode availability banking gid \\\n",
+ "337 40 2 Bleu true 1058 \n",
+ "17 32 1 Vert true 881 \n",
+ "34 31 1 Vert true 854 \n",
"\n",
- " lng name nature nmarrond number \\\n",
- "0 4.819180 Confluence Hôtel de Région 5.0 2005 \n",
- "1 4.882410 IUT/ Feyssine 1.0 10001 \n",
- "2 4.844871 Porte des Enfants du Rhône 2.0 6002 \n",
+ " last_update last_update_fme code_insee langue etat nature \\\n",
+ "337 2020-03-09 23:26:37 2020-03-09 23:31:00 69387 \n",
+ "17 2020-03-09 23:27:36 2020-03-09 23:31:00 69383 \n",
+ "34 2020-03-09 23:26:02 2020-03-09 23:31:00 69385 \n",
"\n",
- " pole startdate status titre \\\n",
- "0 Hôtel de Région - Tram Montrochet - Pôle de lo... NaN OPEN \n",
- "1 IUT, tramway NaN OPEN \n",
- "2 Parc de la Tête d'Or NaN OPEN \n",
+ " titre description startdate enddate x y \\\n",
+ "337 844012.279367 6.518600e+06 \n",
+ "17 843825.657469 6.518730e+06 \n",
+ "34 841965.869361 6.519518e+06 \n",
"\n",
- " x y \n",
- "0 841442.971288 6.517290e+06 \n",
- "1 846238.948256 6.522411e+06 \n",
- "2 843344.252707 6.521439e+06 "
+ " num_available_bikes \n",
+ "337 40 \n",
+ "17 32 \n",
+ "34 31 "
]
},
- "execution_count": 39,
+ "execution_count": 150,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "df1.sort_values(by=['available_bikes'], ascending=False).head(3)"
+ "df1.sort_values(by=['num_available_bikes'], ascending=False).head(3)"
]
},
{
@@ -2049,30 +2007,49 @@
},
{
"cell_type": "code",
- "execution_count": 40,
+ "execution_count": 151,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"commune\n",
- "CALUIRE-ET-CUIRE 3\n",
- "Lyon 1 er 19\n",
- "Lyon 2 ème 31\n",
- "Lyon 3 ème 49\n",
- "Lyon 4 ème 19\n",
- "Lyon 5 ème 24\n",
- "Lyon 6 ème 29\n",
- "Lyon 7 ème 41\n",
- "Lyon 8 ème 34\n",
- "Lyon 9 ème 23\n",
- "VAULX-EN-VELIN 2\n",
- "VENISSIEUX 1\n",
- "VILLEURBANNE 72\n",
+ " 8\n",
+ "ALBIGNY-SUR-SAONE 1\n",
+ "BRON 4\n",
+ "CALUIRE-ET-CUIRE 4\n",
+ "COLLONGES-AU-MONT-D'OR 1\n",
+ "COUZON-AU-MONT-D'OR 1\n",
+ "ECULLY 1\n",
+ "FONTAINES-SUR-SAONE 2\n",
+ "LA MULATIERE 1\n",
+ "Lyon 1 er 20\n",
+ "Lyon 2 ème 33\n",
+ "Lyon 3 ème 56\n",
+ "Lyon 4 ème 20\n",
+ "Lyon 5 ème 25\n",
+ "Lyon 6 ème 32\n",
+ "Lyon 7 ème 45\n",
+ "Lyon 8 ème 38\n",
+ "Lyon 9 ème 26\n",
+ "NEUVILLE-SUR-SAONE 2\n",
+ "OULLINS 3\n",
+ "PIERRE-BENITE 1\n",
+ "RILLIEUX-LA-PAPE 2\n",
+ "SAINT-CYR-AU-MONT-D'OR 1\n",
+ "SAINT-DIDIER-AU-MONT-D'OR 1\n",
+ "SAINT-FONS 3\n",
+ "SAINT-GENIS-LAVAL 1\n",
+ "SAINT-PRIEST 2\n",
+ "SAINTE-FOY-LES-LYON 1\n",
+ "TASSIN-LA-DEMI-LUNE 1\n",
+ "VAULX-EN-VELIN 4\n",
+ "VENISSIEUX 4\n",
+ "VILLEURBANNE 76\n",
"Name: number, dtype: int64"
]
},
- "execution_count": 40,
+ "execution_count": 151,
"metadata": {},
"output_type": "execute_result"
}
@@ -2083,164 +2060,249 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 152,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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- " .dataframe thead tr:only-child th {\n",
- " text-align: right;\n",
- " }\n",
- "\n",
- " .dataframe thead th {\n",
- " text-align: left;\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
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"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
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+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
+ " <th>number</th>\n",
+ " <th>name</th>\n",
" <th>address</th>\n",
" <th>address2</th>\n",
- " <th>availability</th>\n",
- " <th>availabilitycode</th>\n",
+ " <th>commune</th>\n",
+ " <th>nmarrond</th>\n",
+ " <th>bonus</th>\n",
+ " <th>pole</th>\n",
+ " <th>lat</th>\n",
+ " <th>lng</th>\n",
+ " <th>bike_stands</th>\n",
+ " <th>status</th>\n",
" <th>available_bike_stands</th>\n",
" <th>available_bikes</th>\n",
+ " <th>availabilitycode</th>\n",
+ " <th>availability</th>\n",
" <th>banking</th>\n",
- " <th>bike_stands</th>\n",
- " <th>bonus</th>\n",
- " <th>code_insee</th>\n",
- " <th>commune</th>\n",
- " <th>description</th>\n",
- " <th>enddate</th>\n",
- " <th>etat</th>\n",
" <th>gid</th>\n",
- " <th>langue</th>\n",
" <th>last_update</th>\n",
" <th>last_update_fme</th>\n",
- " <th>lat</th>\n",
- " <th>lng</th>\n",
- " <th>name</th>\n",
+ " <th>code_insee</th>\n",
+ " <th>langue</th>\n",
+ " <th>etat</th>\n",
" <th>nature</th>\n",
- " <th>nmarrond</th>\n",
- " <th>number</th>\n",
- " <th>pole</th>\n",
- " <th>startdate</th>\n",
- " <th>status</th>\n",
" <th>titre</th>\n",
+ " <th>description</th>\n",
+ " <th>startdate</th>\n",
+ " <th>enddate</th>\n",
" <th>x</th>\n",
" <th>y</th>\n",
+ " <th>num_available_bikes</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
- " <th>108</th>\n",
- " <td>Rue de la Poudrette</td>\n",
+ " <th>92</th>\n",
+ " <td>12002</td>\n",
+ " <td>Vaulx - Poudrette / La Soie</td>\n",
+ " <td>Face 2 rue de la Poudrette</td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
- " <td>19</td>\n",
- " <td>6</td>\n",
- " <td>0</td>\n",
- " <td>25</td>\n",
+ " <td>VAULX-EN-VELIN</td>\n",
+ " <td>70</td>\n",
" <td></td>\n",
+ " <td>Centre commercial Carré de Soie</td>\n",
+ " <td>45.7644003130587800</td>\n",
+ " <td>4.9192757859473670</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>14</td>\n",
+ " <td>6</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>false</td>\n",
+ " <td>1004</td>\n",
+ " <td>2020-03-09 23:24:24</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
" <td>69256</td>\n",
- " <td>VAULX-EN-VELIN</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>986</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:55:29</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.760813</td>\n",
- " <td>4.920604</td>\n",
- " <td>La Soie</td>\n",
" <td></td>\n",
- " <td>1.0</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>849159.657927</td>\n",
+ " <td>6.520123e+06</td>\n",
+ " <td>6</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>162</th>\n",
" <td>12001</td>\n",
+ " <td>Vaulx - La Soie</td>\n",
+ " <td>Rue de la Poudrette</td>\n",
+ " <td></td>\n",
+ " <td>VAULX-EN-VELIN</td>\n",
+ " <td>1</td>\n",
+ " <td></td>\n",
" <td>Pôle multimodal de la Soie</td>\n",
- " <td>NaN</td>\n",
+ " <td>45.7608131946829250</td>\n",
+ " <td>4.9206039456886055</td>\n",
+ " <td>25</td>\n",
" <td>OPEN</td>\n",
+ " <td>25</td>\n",
+ " <td>0</td>\n",
+ " <td>3</td>\n",
+ " <td>Orange</td>\n",
+ " <td>true</td>\n",
+ " <td>986</td>\n",
+ " <td>2020-03-09 23:30:48</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69256</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
" <td></td>\n",
" <td>849272.545855</td>\n",
" <td>6.519728e+06</td>\n",
+ " <td>0</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>196</th>\n",
- " <td>Face 2 rue de la Poudrette</td>\n",
+ " <th>239</th>\n",
+ " <td>12003</td>\n",
+ " <td>Vaulx - Bibliothèque</td>\n",
+ " <td>Rue Joseph Blein</td>\n",
+ " <td>devant la bibliothèque</td>\n",
+ " <td>VAULX-EN-VELIN</td>\n",
+ " <td></td>\n",
" <td></td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
- " <td>17</td>\n",
- " <td>2</td>\n",
- " <td>0</td>\n",
- " <td>20</td>\n",
" <td></td>\n",
+ " <td>45.7570697600648660</td>\n",
+ " <td>4.9273216112656590</td>\n",
+ " <td>15</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>14</td>\n",
+ " <td>0</td>\n",
+ " <td>3</td>\n",
+ " <td>Orange</td>\n",
+ " <td>false</td>\n",
+ " <td>1242</td>\n",
+ " <td>2020-03-09 23:23:25</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
" <td>69256</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>849804.696246</td>\n",
+ " <td>6.519325e+06</td>\n",
+ " <td>0</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>268</th>\n",
+ " <td>12004</td>\n",
+ " <td>Vaulx - Hôtel de ville</td>\n",
+ " <td>Rue Maurice Audin</td>\n",
+ " <td></td>\n",
" <td>VAULX-EN-VELIN</td>\n",
" <td></td>\n",
- " <td>NaN</td>\n",
" <td></td>\n",
- " <td>1004</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:50:08</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.764400</td>\n",
- " <td>4.919276</td>\n",
- " <td>Poudrette la Soie</td>\n",
+ " <td>45.7782973092579700</td>\n",
+ " <td>4.9207001064103110</td>\n",
+ " <td>30</td>\n",
+ " <td>CLOSED</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>0</td>\n",
+ " <td>Gris</td>\n",
+ " <td>false</td>\n",
+ " <td>1243</td>\n",
+ " <td>2020-03-09 23:29:14</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69256</td>\n",
" <td></td>\n",
- " <td>70.0</td>\n",
- " <td>12002</td>\n",
- " <td>Centre commercial Carré de Soie</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>849159.657927</td>\n",
- " <td>6.520123e+06</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
+ " <td>849232.794316</td>\n",
+ " <td>6.521669e+06</td>\n",
+ " <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
- " address address2 availability availabilitycode \\\n",
- "108 Rue de la Poudrette Vert 1 \n",
- "196 Face 2 rue de la Poudrette Vert 1 \n",
+ " number name address \\\n",
+ "92 12002 Vaulx - Poudrette / La Soie Face 2 rue de la Poudrette \n",
+ "162 12001 Vaulx - La Soie Rue de la Poudrette \n",
+ "239 12003 Vaulx - Bibliothèque Rue Joseph Blein \n",
+ "268 12004 Vaulx - Hôtel de ville Rue Maurice Audin \n",
"\n",
- " available_bike_stands available_bikes banking bike_stands bonus \\\n",
- "108 19 6 0 25 \n",
- "196 17 2 0 20 \n",
+ " address2 commune nmarrond bonus \\\n",
+ "92 VAULX-EN-VELIN 70 \n",
+ "162 VAULX-EN-VELIN 1 \n",
+ "239 devant la bibliothèque VAULX-EN-VELIN \n",
+ "268 VAULX-EN-VELIN \n",
"\n",
- " code_insee commune description enddate etat gid langue \\\n",
- "108 69256 VAULX-EN-VELIN NaN 986 \n",
- "196 69256 VAULX-EN-VELIN NaN 1004 \n",
+ " pole lat lng \\\n",
+ "92 Centre commercial Carré de Soie 45.7644003130587800 4.9192757859473670 \n",
+ "162 Pôle multimodal de la Soie 45.7608131946829250 4.9206039456886055 \n",
+ "239 45.7570697600648660 4.9273216112656590 \n",
+ "268 45.7782973092579700 4.9207001064103110 \n",
"\n",
- " last_update last_update_fme lat lng \\\n",
- "108 2019/05/15 13:55:29 2019/05/15 13:58:00 45.760813 4.920604 \n",
- "196 2019/05/15 13:50:08 2019/05/15 13:58:00 45.764400 4.919276 \n",
+ " bike_stands status available_bike_stands available_bikes \\\n",
+ "92 20 OPEN 14 6 \n",
+ "162 25 OPEN 25 0 \n",
+ "239 15 OPEN 14 0 \n",
+ "268 30 CLOSED 0 0 \n",
"\n",
- " name nature nmarrond number \\\n",
- "108 La Soie 1.0 12001 \n",
- "196 Poudrette la Soie 70.0 12002 \n",
+ " availabilitycode availability banking gid last_update \\\n",
+ "92 1 Vert false 1004 2020-03-09 23:24:24 \n",
+ "162 3 Orange true 986 2020-03-09 23:30:48 \n",
+ "239 3 Orange false 1242 2020-03-09 23:23:25 \n",
+ "268 0 Gris false 1243 2020-03-09 23:29:14 \n",
"\n",
- " pole startdate status titre x \\\n",
- "108 Pôle multimodal de la Soie NaN OPEN 849272.545855 \n",
- "196 Centre commercial Carré de Soie NaN OPEN 849159.657927 \n",
+ " last_update_fme code_insee langue etat nature titre description \\\n",
+ "92 2020-03-09 23:31:00 69256 \n",
+ "162 2020-03-09 23:31:00 69256 \n",
+ "239 2020-03-09 23:31:00 69256 \n",
+ "268 2020-03-09 23:31:00 69256 \n",
"\n",
- " y \n",
- "108 6.519728e+06 \n",
- "196 6.520123e+06 "
+ " startdate enddate x y num_available_bikes \n",
+ "92 849159.657927 6.520123e+06 6 \n",
+ "162 849272.545855 6.519728e+06 0 \n",
+ "239 849804.696246 6.519325e+06 0 \n",
+ "268 849232.794316 6.521669e+06 0 "
]
},
- "execution_count": 41,
+ "execution_count": 152,
"metadata": {},
"output_type": "execute_result"
}
@@ -2261,10 +2323,8 @@
},
{
"cell_type": "code",
- "execution_count": 42,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 153,
+ "metadata": {},
"outputs": [],
"source": [
"X0 = 843968.3\n",
@@ -2273,10 +2333,8 @@
},
{
"cell_type": "code",
- "execution_count": 43,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 154,
+ "metadata": {},
"outputs": [],
"source": [
"import math\n",
@@ -2291,7 +2349,7 @@
},
{
"cell_type": "code",
- "execution_count": 44,
+ "execution_count": 155,
"metadata": {},
"outputs": [
{
@@ -2300,7 +2358,7 @@
"1.4142135623730951"
]
},
- "execution_count": 44,
+ "execution_count": 155,
"metadata": {},
"output_type": "execute_result"
}
@@ -2311,10 +2369,8 @@
},
{
"cell_type": "code",
- "execution_count": 45,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 156,
+ "metadata": {},
"outputs": [],
"source": [
"df1['distance_from_here'] = df1.apply( lambda row: Euclidean_distance( (row.x, row.y), (X0, Y0)), axis=1 )"
@@ -2322,21 +2378,21 @@
},
{
"cell_type": "code",
- "execution_count": 46,
+ "execution_count": 157,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "0 3256.630455\n",
- "1 3814.659016\n",
- "2 2183.869648\n",
- "3 2427.463095\n",
- "4 1472.410545\n",
+ "0 3388.205959\n",
+ "1 2276.157554\n",
+ "2 5283.594082\n",
+ "3 3816.028955\n",
+ "4 5645.438804\n",
"Name: distance_from_here, dtype: float64"
]
},
- "execution_count": 46,
+ "execution_count": 157,
"metadata": {},
"output_type": "execute_result"
}
@@ -2347,10 +2403,8 @@
},
{
"cell_type": "code",
- "execution_count": 47,
- "metadata": {
- "collapsed": true
- },
+ "execution_count": 158,
+ "metadata": {},
"outputs": [],
"source": [
"data['features'].sort(key=lambda x: x['properties']['available_bikes'], reverse=True)"
@@ -2358,232 +2412,238 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 159,
"metadata": {},
"outputs": [
{
"data": {
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
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+ " <th>number</th>\n",
+ " <th>name</th>\n",
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" <th>address2</th>\n",
- " <th>availability</th>\n",
- " <th>availabilitycode</th>\n",
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- " <th>35</th>\n",
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- " <td>844092.893966</td>\n",
- " <td>6.519382e+06</td>\n",
- " <td>129.578257</td>\n",
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" <td>Face place des Martyrs de la Résistance</td>\n",
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- " <td>20</td>\n",
- " <td>0</td>\n",
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- " <td>20</td>\n",
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- " <td>Paul Bert / Garibaldi</td>\n",
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- " <td>3037</td>\n",
- " <td>maillage (piscine Garibaldi)</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
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" <tr>\n",
- " <th>72</th>\n",
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- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
" <td></td>\n",
- " <td>843981.300552</td>\n",
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" <tr>\n",
- " <th>225</th>\n",
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" <td>128 rue Paul Bert</td>\n",
" <td></td>\n",
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" <td>Lyon 3 ème</td>\n",
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- " <td>45.757261</td>\n",
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+ " <td>2020-03-09 23:31:00</td>\n",
+ " <td>69383</td>\n",
+ " <td>FR</td>\n",
+ " <td>CLOSING</td>\n",
+ " <td>WORKS</td>\n",
+ " <td>Fermeture de la station 3038 - VIVIER MERLE /...</td>\n",
+ " <td>En raison de travaux sur le boulevard Marius V...</td>\n",
+ " <td>2019-10-01 00:00:00</td>\n",
+ " <td>2020-04-30 00:00:00</td>\n",
" <td>844199.526915</td>\n",
" <td>6.519212e+06</td>\n",
+ " <td>18</td>\n",
" <td>267.524302</td>\n",
" </tr>\n",
" <tr>\n",
- " <th>237</th>\n",
+ " <th>98</th>\n",
+ " <td>3004</td>\n",
+ " <td>Bourse du travail</td>\n",
" <td>Rue de la Part-Dieu</td>\n",
" <td>face Place Voltaire</td>\n",
- " <td>Vert</td>\n",
- " <td>1</td>\n",
- " <td>19</td>\n",
- " <td>1</td>\n",
- " <td>0</td>\n",
- " <td>20</td>\n",
+ " <td>Lyon 3 ème</td>\n",
+ " <td>4</td>\n",
" <td></td>\n",
+ " <td>métro B, coeur quartier</td>\n",
+ " <td>45.7596382324954700</td>\n",
+ " <td>4.8480846921356076</td>\n",
+ " <td>20</td>\n",
+ " <td>OPEN</td>\n",
+ " <td>14</td>\n",
+ " <td>6</td>\n",
+ " <td>1</td>\n",
+ " <td>Vert</td>\n",
+ " <td>true</td>\n",
+ " <td>855</td>\n",
+ " <td>2020-03-09 23:30:47</td>\n",
+ " <td>2020-03-09 23:31:00</td>\n",
" <td>69383</td>\n",
- " <td>Lyon 3 ème</td>\n",
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- " <td>855</td>\n",
" <td></td>\n",
- " <td>2019/05/15 13:52:11</td>\n",
- " <td>2019/05/15 13:58:00</td>\n",
- " <td>45.759638</td>\n",
- " <td>4.848085</td>\n",
- " <td>Bourse du travail</td>\n",
" <td></td>\n",
- " <td>4.0</td>\n",
- " <td>3004</td>\n",
- " <td>métro B, coeur quartier</td>\n",
- " <td>NaN</td>\n",
- " <td>OPEN</td>\n",
+ " <td></td>\n",
+ " <td></td>\n",
" <td></td>\n",
" <td>843640.331316</td>\n",
" <td>6.519463e+06</td>\n",
+ " <td>6</td>\n",
" <td>348.003165</td>\n",
" </tr>\n",
" </tbody>\n",
@@ -2591,57 +2651,78 @@
"</div>"
],
"text/plain": [
- " address address2 \\\n",
- "35 Place du Lac face à la Poste \n",
- "316 209, Rue Paul Bert Face place des Martyrs de la Résistance \n",
- "72 Servient Angle rue Garibaldi \n",
- "225 128 rue Paul Bert \n",
- "237 Rue de la Part-Dieu face Place Voltaire \n",
+ " number name address \\\n",
+ "163 3058 Place du Lac Place du Lac \n",
+ "361 3037 Paul Bert / Garibaldi 209, Rue Paul Bert \n",
+ "8 3015 Servient / Garibaldi Servient \n",
+ "235 3084 Desaix 128 rue Paul Bert \n",
+ "98 3004 Bourse du travail Rue de la Part-Dieu \n",
+ "\n",
+ " address2 commune nmarrond bonus \\\n",
+ "163 face à la Poste Lyon 3 ème 58 \n",
+ "361 Face place des Martyrs de la Résistance Lyon 3 ème 37 \n",
+ "8 Angle rue Garibaldi Lyon 3 ème 15 \n",
+ "235 Lyon 3 ème 84 \n",
+ "98 face Place Voltaire Lyon 3 ème 4 \n",
+ "\n",
+ " pole lat lng \\\n",
+ "163 45.7588856223001300 4.8537678938544730 \n",
+ "361 maillage (piscine Garibaldi) 45.7571028581681740 4.8534807971166600 \n",
+ "8 tram, cité administrative 45.7607758409992000 4.8526939571425470 \n",
+ "235 45.7572612599251600 4.8552008564228180 \n",
+ "98 métro B, coeur quartier 45.7596382324954700 4.8480846921356076 \n",
"\n",
- " availability availabilitycode available_bike_stands available_bikes \\\n",
- "35 Vert 1 7 12 \n",
- "316 Orange 3 20 0 \n",
- "72 Vert 1 7 9 \n",
- "225 Vert 1 25 2 \n",
- "237 Vert 1 19 1 \n",
+ " bike_stands status available_bike_stands available_bikes availabilitycode \\\n",
+ "163 19 OPEN 18 1 1 \n",
+ "361 20 OPEN 11 9 1 \n",
+ "8 17 OPEN 17 0 3 \n",
+ "235 28 OPEN 10 18 1 \n",
+ "98 20 OPEN 14 6 1 \n",
"\n",
- " banking bike_stands bonus code_insee commune description enddate \\\n",
- "35 0 19 69383 Lyon 3 ème NaN \n",
- "316 0 20 69383 Lyon 3 ème NaN \n",
- "72 0 17 69383 Lyon 3 ème NaN \n",
- "225 0 28 69383 Lyon 3 ème NaN \n",
- "237 0 20 69383 Lyon 3 ème NaN \n",
+ " availability banking gid last_update last_update_fme \\\n",
+ "163 Vert false 1045 2020-03-09 23:22:38 2020-03-09 23:31:00 \n",
+ "361 Vert true 859 2020-03-09 23:29:56 2020-03-09 23:31:00 \n",
+ "8 Orange false 804 2020-03-09 23:22:41 2020-03-09 23:31:00 \n",
+ "235 Vert false 776 2020-03-09 23:30:31 2020-03-09 23:31:00 \n",
+ "98 Vert true 855 2020-03-09 23:30:47 2020-03-09 23:31:00 \n",
"\n",
- " etat gid langue last_update last_update_fme lat \\\n",
- "35 1045 2019/05/15 13:54:56 2019/05/15 13:58:00 45.758815 \n",
- "316 859 2019/05/15 13:52:15 2019/05/15 13:58:00 45.757103 \n",
- "72 804 2019/05/15 13:56:20 2019/05/15 13:58:01 45.760777 \n",
- "225 776 2019/05/15 13:54:48 2019/05/15 13:58:01 45.757261 \n",
- "237 855 2019/05/15 13:52:11 2019/05/15 13:58:00 45.759638 \n",
+ " code_insee langue etat nature \\\n",
+ "163 69383 \n",
+ "361 69383 \n",
+ "8 69383 \n",
+ "235 69383 FR CLOSING WORKS \n",
+ "98 69383 \n",
"\n",
- " lng name nature nmarrond number \\\n",
- "35 4.853881 Place du Lac 58.0 3058 \n",
- "316 4.853481 Paul Bert / Garibaldi 37.0 3037 \n",
- "72 4.852511 Servient / Garibaldi 15.0 3015 \n",
- "225 4.855201 Desaix 84.0 3084 \n",
- "237 4.848085 Bourse du travail 4.0 3004 \n",
+ " titre \\\n",
+ "163 \n",
+ "361 \n",
+ "8 \n",
+ "235 Fermeture de la station 3038 - VIVIER MERLE /... \n",
+ "98 \n",
"\n",
- " pole startdate status titre x \\\n",
- "35 NaN OPEN 844092.893966 \n",
- "316 maillage (piscine Garibaldi) NaN OPEN 844066.268993 \n",
- "72 tram, cité administrative NaN OPEN 843981.300552 \n",
- "225 NaN OPEN 844199.526915 \n",
- "237 métro B, coeur quartier NaN OPEN 843640.331316 \n",
+ " description startdate \\\n",
+ "163 \n",
+ "361 \n",
+ "8 \n",
+ "235 En raison de travaux sur le boulevard Marius V... 2019-10-01 00:00:00 \n",
+ "98 \n",
"\n",
- " y distance_from_here \n",
- "35 6.519382e+06 129.578257 \n",
- "316 6.519191e+06 183.597414 \n",
- "72 6.519597e+06 251.164342 \n",
- "225 6.519212e+06 267.524302 \n",
- "237 6.519463e+06 348.003165 "
+ " enddate x y num_available_bikes \\\n",
+ "163 844083.932775 6.519389e+06 1 \n",
+ "361 844066.268993 6.519191e+06 9 \n",
+ "8 843995.551801 6.519597e+06 0 \n",
+ "235 2020-04-30 00:00:00 844199.526915 6.519212e+06 18 \n",
+ "98 843640.331316 6.519463e+06 6 \n",
+ "\n",
+ " distance_from_here \n",
+ "163 123.429354 \n",
+ "361 183.597414 \n",
+ "8 252.540732 \n",
+ "235 267.524302 \n",
+ "98 348.003165 "
]
},
- "execution_count": 48,
+ "execution_count": 159,
"metadata": {},
"output_type": "execute_result"
}
@@ -2649,6 +2730,13 @@
"source": [
"df1.sort_values('distance_from_here').head()"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
@@ -2667,7 +2755,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.3"
+ "version": "3.7.5"
}
},
"nbformat": 4,
--
GitLab