Hospitalisation data on 17 cities in France

Data about Dijon are not provided

Descriptive Statistics

Cardiovascular Hospitalisations

city annee Mean Max Min MissingVA Count_0
bm 2011 8.328767 24 0 0 1
2012 8.560109 21 0 0 1
2013 8.638356 21 1 0 0
2014 7.939726 21 0 0 3
2015 8.210959 22 0 0 2
2016 7.887978 20 0 0 3
2017 8.364384 21 0 0 3
bordeaux 2009 21.539726 48 4 0 0
2010 21.432877 49 3 0 0
2011 20.232877 45 2 0 0
2012 20.519126 44 4 0 0
2013 20.476712 52 3 0 0
2014 20.915069 46 3 0 0
2015 20.926027 43 3 0 0
2016 20.923497 48 3 0 0
2017 21.586301 43 2 0 0
clermont 2009 7.997260 21 1 0 0
2010 8.106849 19 0 0 1
2011 8.745206 22 0 0 3
2012 9.565574 26 0 0 2
2013 9.032877 24 0 0 1
2014 9.498630 22 0 0 1
2015 10.098630 22 0 0 1
2016 9.928962 28 0 0 2
2017 10.838356 28 0 0 4
grenoble 2009 13.715068 31 0 0 1
2010 14.575342 32 2 0 0
2011 14.671233 37 3 0 0
2012 15.879781 36 3 0 0
2013 15.945206 38 3 0 0
2014 16.063014 39 2 0 0
2015 17.309589 39 2 0 0
2016 17.595628 38 3 0 0
2017 18.123288 40 1 0 0
lehavre 2011 7.983562 24 0 0 2
2012 8.352459 24 0 0 2
2013 8.509589 21 0 0 1
2014 8.580822 23 1 0 0
2015 9.082192 22 0 0 1
2016 9.289618 23 1 0 0
2017 9.369863 26 0 0 2
lille 2009 25.756164 59 6 0 0
2010 25.183562 56 5 0 0
2011 26.419178 61 6 0 0
2012 26.502732 56 6 0 0
2013 27.038356 66 4 0 0
2014 26.460274 57 7 0 0
2015 26.287671 54 5 0 0
2016 25.505464 51 7 0 0
2017 25.912329 50 2 0 0
lyon 2009 25.249315 73 5 0 0
2010 25.769863 67 4 0 0
2011 24.964384 58 2 0 0
2012 26.180328 60 3 0 0
2013 27.158904 63 6 0 0
2014 29.104110 59 4 0 0
2015 28.498630 64 6 0 0
2016 29.696721 60 4 0 0
2017 30.994521 75 2 0 0
marseille 2009 35.632877 79 6 0 0
2010 35.882192 82 8 0 0
2011 34.369863 78 7 0 0
2012 33.617486 61 8 0 0
2013 34.241096 62 6 0 0
2014 35.109589 70 9 0 0
2015 33.093151 62 10 0 0
2016 33.606557 69 6 0 0
2017 33.863014 62 1 0 0
montpellier 2009 10.008219 23 1 0 0
2010 9.901370 24 1 0 0
2011 9.887671 25 1 0 0
2012 9.967213 23 1 0 0
2013 10.180822 24 0 0 2
2014 10.701370 28 1 0 0
2015 10.835616 23 0 0 1
2016 10.475410 25 0 0 1
2017 10.821918 29 0 0 3
nancy 2009 7.854794 20 0 0 2
2010 8.082192 22 1 0 0
2011 8.610959 26 0 0 1
2012 8.961749 21 0 0 2
2013 8.591781 20 0 0 2
2014 9.460274 28 0 0 2
2015 9.797260 25 0 0 2
2016 10.062841 22 2 0 0
2017 9.789041 24 0 0 3
nantes 2009 14.287671 36 2 0 0
2010 14.213699 33 2 0 0
2011 14.276712 32 1 0 0
2012 15.109290 36 2 0 0
2013 15.687671 36 1 0 0
2014 15.873973 34 0 0 1
2015 17.167123 37 2 0 0
2016 17.450820 36 2 0 0
2017 17.120548 40 2 0 0
nice 2009 11.082192 31 1 0 0
2010 11.504110 27 2 0 0
2011 11.764384 29 2 0 0
2012 12.628415 29 1 0 0
2013 13.167123 31 1 0 0
2014 13.723288 31 2 0 0
2015 13.556164 31 1 0 0
2016 14.978142 32 2 0 0
2017 14.621918 34 1 0 0
paris 2009 157.671233 289 45 0 0
2010 154.939726 282 48 0 0
2011 155.860274 308 36 0 0
2012 164.081967 313 42 0 0
2013 165.183562 311 47 0 0
2014 169.756164 337 46 0 0
2015 174.621918 332 50 0 0
2016 179.825137 327 56 0 0
2017 181.295890 327 6 0 0
rennes 2009 4.673973 18 0 0 3
2010 4.764384 16 0 0 10
2011 4.367123 14 0 0 12
2012 4.423497 14 0 0 13
2013 4.339726 13 0 0 14
2014 4.756164 14 0 0 10
2015 4.969863 16 0 0 6
2016 4.959016 13 0 0 8
2017 4.734247 14 0 0 8
rouen 2009 15.002740 43 1 0 0
2010 15.717808 37 1 0 0
2011 14.857534 32 1 0 0
2012 15.480874 32 2 0 0
2013 15.389041 32 4 0 0
2014 15.676712 35 2 0 0
2015 16.660274 41 3 0 0
2016 16.931694 38 2 0 0
2017 17.263014 36 0 0 1
strasbourg 2009 12.156164 32 2 0 0
2010 12.602740 28 2 0 0
2011 13.336986 30 2 0 0
2012 13.475410 30 2 0 0
2013 13.912329 29 1 0 0
2014 14.621918 32 0 0 1
2015 16.030137 32 1 0 0
2016 16.666667 35 1 0 0
2017 17.468493 35 0 0 1
toulouse 2009 18.953425 39 3 0 0
2010 18.246575 42 2 0 0
2011 18.860274 42 2 0 0
2012 19.540984 38 3 0 0
2013 19.602740 41 3 0 0
2014 20.887671 45 4 0 0
2015 21.928767 42 4 0 0
2016 23.325137 48 4 0 0
2017 24.186301 48 2 0 0

Respiratory Hospitalisations

city annee Mean Max Min MissingVA Count_0
bm 2011 12.936986 33 1 0 0
2012 12.453552 36 0 0 1
2013 12.273973 37 1 0 0
2014 12.416438 27 2 0 0
2015 11.619178 30 1 0 0
2016 12.087432 35 0 0 1
2017 11.126027 31 0 0 1
bordeaux 2009 16.673973 34 2 0 0
2010 17.002740 40 2 0 0
2011 18.463014 43 2 0 0
2012 19.516393 43 2 0 0
2013 19.786301 43 3 0 0
2014 20.915069 46 3 0 0
2015 22.515069 52 2 0 0
2016 21.193989 44 1 0 0
2017 22.827397 53 3 0 0
clermont 2009 5.430137 20 0 0 7
2010 5.454795 17 0 0 8
2011 5.600000 16 0 0 10
2012 5.448087 16 0 0 10
2013 5.353425 15 0 0 14
2014 5.295890 18 0 0 12
2015 5.797260 20 0 0 8
2016 5.707650 17 0 0 8
2017 5.780822 19 0 0 11
grenoble 2009 11.493151 26 2 0 0
2010 11.635616 25 1 0 0
2011 12.904110 31 2 0 0
2012 12.284153 25 2 0 0
2013 12.750685 35 1 0 0
2014 11.868493 28 2 0 0
2015 13.668493 38 0 0 1
2016 14.770492 45 2 0 0
2017 14.180822 48 2 0 0
lehavre 2011 8.942466 25 1 0 0
2012 8.959016 23 1 0 0
2013 8.446575 27 0 0 1
2014 8.569863 22 0 0 1
2015 9.126027 23 1 0 0
2016 8.827869 22 0 0 1
2017 8.663014 24 1 0 0
lille 2009 31.241096 69 6 0 0
2010 29.298630 59 5 0 0
2011 31.260274 64 7 0 0
2012 31.767760 68 9 0 0
2013 33.769863 68 9 0 0
2014 33.906849 65 8 0 0
2015 36.347945 73 7 0 0
2016 35.915301 79 7 0 0
2017 34.808219 88 5 0 0
lyon 2009 23.605480 50 3 0 0
2010 22.539726 47 4 0 0
2011 24.602740 57 3 0 0
2012 24.814208 60 3 0 0
2013 25.602740 61 3 0 0
2014 24.169863 51 3 0 0
2015 25.364384 51 3 0 0
2016 26.423497 80 5 0 0
2017 25.504110 62 1 0 0
marseille 2009 31.610959 69 5 0 0
2010 31.934247 70 6 0 0
2011 32.915068 72 4 0 0
2012 32.887978 69 8 0 0
2013 34.315069 73 8 0 0
2014 35.246575 73 8 0 0
2015 36.049315 75 10 0 0
2016 37.590164 80 8 0 0
2017 36.052055 75 5 0 0
montpellier 2009 9.928767 24 0 0 4
2010 10.410959 28 0 0 3
2011 10.810959 29 0 0 2
2012 11.002732 28 1 0 0
2013 10.295890 34 0 0 1
2014 10.917808 31 0 0 2
2015 11.183562 27 1 0 0
2016 12.013661 30 0 0 1
2017 12.386301 35 0 0 1
nancy 2009 9.186301 24 0 0 1
2010 9.093151 25 0 0 1
2011 9.613699 27 0 0 1
2012 9.784153 23 1 0 0
2013 9.564384 25 0 0 1
2014 10.049315 24 1 0 0
2015 10.421918 27 1 0 0
2016 10.855191 29 1 0 0
2017 10.123288 27 0 0 1
nantes 2009 12.873973 31 0 0 1
2010 13.002740 33 0 0 2
2011 13.800000 32 2 0 0
2012 13.732240 31 0 0 1
2013 13.117808 29 1 0 0
2014 13.054794 31 0 0 1
2015 13.931507 47 1 0 0
2016 14.601093 34 0 0 1
2017 13.764384 35 1 0 0
nice 2009 11.090411 25 1 0 0
2010 10.808219 28 1 0 0
2011 11.109589 27 0 0 2
2012 11.521858 27 0 0 1
2013 10.750685 27 1 0 0
2014 11.893151 28 1 0 0
2015 12.794521 31 1 0 0
2016 13.193989 32 1 0 0
2017 12.997260 30 0 0 1
paris 2009 174.528767 324 50 0 0
2010 168.487671 285 42 0 0
2011 179.641096 342 48 0 0
2012 184.928962 325 51 0 0
2013 180.556164 340 44 0 0
2014 183.183562 337 40 0 0
2015 189.961644 347 50 0 0
2016 193.775956 376 49 0 0
2017 183.545206 344 13 0 0
rennes 2009 5.605480 16 0 0 5
2010 5.358904 17 0 0 14
2011 5.704110 19 0 0 13
2012 5.830601 17 0 0 11
2013 5.742466 17 0 0 10
2014 5.630137 16 0 0 13
2015 6.021918 17 0 0 12
2016 6.103825 16 0 0 6
2017 6.342466 20 0 0 15
rouen 2009 15.405480 39 3 0 0
2010 14.326027 29 2 0 0
2011 15.145205 37 2 0 0
2012 15.398907 47 2 0 0
2013 14.980822 36 2 0 0
2014 14.465753 37 1 0 0
2015 16.723288 40 2 0 0
2016 16.704918 39 2 0 0
2017 18.041096 41 2 0 0
strasbourg 2009 9.589041 23 1 0 0
2010 9.350685 29 1 0 0
2011 10.304110 24 1 0 0
2012 11.035519 28 2 0 0
2013 12.701370 32 1 0 0
2014 13.243836 39 2 0 0
2015 13.797260 34 1 0 0
2016 14.147541 40 2 0 0
2017 14.024657 43 1 0 0
toulouse 2009 17.758904 37 2 0 0
2010 17.002740 38 3 0 0
2011 17.975343 44 2 0 0
2012 19.191257 43 2 0 0
2013 19.391781 44 3 0 0
2014 20.378082 46 4 0 0
2015 22.243836 53 3 0 0
2016 24.562842 62 4 0 0
2017 24.263014 52 4 0 0

Asthma Hospitalisations

city annee Mean Max Min MissingVA Count_0
bm 2011 0.8493151 6 0 0 173
2012 0.8688525 4 0 0 155
2013 0.9479452 6 0 0 149
2014 1.0383562 6 0 0 147
2015 0.8027397 6 0 0 181
2016 0.9972678 5 0 0 140
2017 0.9506849 5 0 0 158
bordeaux 2009 0.4136986 4 0 0 240
2010 0.7424658 7 0 0 184
2011 0.7205479 6 0 0 187
2012 0.6065574 5 0 0 211
2013 0.6246575 5 0 0 207
2014 0.9424658 5 0 0 166
2015 1.0931507 6 0 0 145
2016 1.2377049 6 0 0 133
2017 1.5506849 8 0 0 116
clermont 2009 0.1095890 3 0 0 328
2010 0.2301370 2 0 0 289
2011 0.2027397 2 0 0 296
2012 0.1639344 2 0 0 312
2013 0.2246575 2 0 0 297
2014 0.1753425 3 0 0 310
2015 0.1506849 2 0 0 313
2016 0.1994536 2 0 0 303
2017 0.1479452 2 0 0 317
grenoble 2009 0.3726027 4 0 0 260
2010 0.4493151 3 0 0 238
2011 0.3150685 4 0 0 278
2012 0.5109290 5 0 0 230
2013 0.5561644 6 0 0 224
2014 0.5643836 3 0 0 225
2015 0.7287671 5 0 0 196
2016 1.1120219 7 0 0 142
2017 0.7424658 6 0 0 187
lehavre 2011 0.7123288 4 0 0 199
2012 0.9207650 7 0 0 162
2013 0.6301370 5 0 0 211
2014 0.6246575 5 0 0 205
2015 0.4849315 4 0 0 232
2016 0.7131148 5 0 0 193
2017 0.6082192 4 0 0 207
lille 2009 1.6465753 9 0 0 95
2010 1.6849315 7 0 0 84
2011 1.7917808 8 0 0 79
2012 1.7540984 8 0 0 82
2013 1.8794521 8 0 0 86
2014 2.3890411 13 0 0 52
2015 2.2410959 10 0 0 62
2016 2.3633880 11 0 0 51
2017 2.7123288 18 0 0 57
lyon 2009 0.8191781 4 0 0 170
2010 0.8904110 6 0 0 158
2011 1.1534247 6 0 0 119
2012 1.0956284 8 0 0 148
2013 1.0027397 7 0 0 148
2014 1.0438356 6 0 0 144
2015 0.8602740 5 0 0 176
2016 1.1803279 7 0 0 140
2017 0.7780822 4 0 0 179
marseille 2009 0.9616438 5 0 0 148
2010 1.5561644 7 0 0 105
2011 1.3835616 6 0 0 111
2012 1.6092896 8 0 0 108
2013 1.8547945 9 0 0 80
2014 1.8520548 10 0 0 87
2015 1.7561644 8 0 0 93
2016 1.9125683 11 0 0 73
2017 2.0876712 12 0 0 85
montpellier 2009 0.2273973 2 0 0 293
2010 0.2712329 4 0 0 280
2011 0.3123288 3 0 0 264
2012 0.4125683 4 0 0 246
2013 0.3671233 3 0 0 256
2014 0.4712329 4 0 0 232
2015 0.5424658 4 0 0 220
2016 0.5409836 3 0 0 218
2017 0.4219178 4 0 0 248
nancy 2009 0.3095890 3 0 0 276
2010 0.3616438 3 0 0 258
2011 0.2821918 2 0 0 277
2012 0.2759563 3 0 0 277
2013 0.3232877 4 0 0 260
2014 0.3041096 4 0 0 267
2015 0.2520548 2 0 0 282
2016 0.2978142 4 0 0 274
2017 0.2986301 4 0 0 275
nantes 2009 0.5780822 5 0 0 210
2010 0.6465753 8 0 0 204
2011 0.7068493 6 0 0 202
2012 0.8032787 5 0 0 179
2013 0.7506849 6 0 0 180
2014 0.6465753 6 0 0 207
2015 0.6876712 4 0 0 195
2016 1.0792350 9 0 0 154
2017 0.8383562 8 0 0 182
nice 2009 0.5342466 4 0 0 219
2010 0.6383562 4 0 0 207
2011 0.5808219 4 0 0 222
2012 0.5382514 5 0 0 222
2013 0.5972603 4 0 0 207
2014 1.1342466 6 0 0 150
2015 1.0712329 6 0 0 143
2016 1.2814208 6 0 0 122
2017 1.2136986 7 0 0 119
paris 2009 14.3917808 41 0 0 4
2010 14.2602740 42 0 0 7
2011 16.0904110 51 0 0 4
2012 17.2076503 46 1 0 0
2013 15.5123288 46 0 0 1
2014 16.9917808 46 1 0 0
2015 17.6082192 50 1 0 0
2016 18.7213115 48 0 0 2
2017 14.3780822 43 1 0 0
rennes 2009 0.2191781 2 0 0 292
2010 0.1972603 3 0 0 303
2011 0.2547945 3 0 0 288
2012 0.2732240 5 0 0 287
2013 0.2794521 4 0 0 280
2014 0.3095890 3 0 0 266
2015 0.2465753 2 0 0 286
2016 0.3442623 3 0 0 261
2017 0.2438356 3 0 0 294
rouen 2009 0.9479452 7 0 0 150
2010 0.6219178 4 0 0 207
2011 0.6904110 6 0 0 189
2012 0.7814208 5 0 0 185
2013 0.8027397 5 0 0 180
2014 0.9780822 6 0 0 159
2015 1.0630137 8 0 0 161
2016 1.5464481 7 0 0 96
2017 1.5561644 10 0 0 97
strasbourg 2009 0.2246575 2 0 0 292
2010 0.2767123 3 0 0 282
2011 0.2136986 2 0 0 294
2012 0.1830601 2 0 0 303
2013 0.2000000 2 0 0 298
2014 0.2767123 3 0 0 275
2015 0.2821918 3 0 0 279
2016 0.3224044 3 0 0 268
2017 0.2849315 3 0 0 279
toulouse 2009 0.6328767 6 0 0 212
2010 0.6164384 5 0 0 203
2011 0.4657534 3 0 0 229
2012 0.6666667 6 0 0 205
2013 0.6630137 4 0 0 201
2014 0.9452055 7 0 0 173
2015 1.2191781 6 0 0 147
2016 1.7459016 10 0 0 87
2017 1.5534247 8 0 0 109

Times Series Graphs

 

Paris

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Marseille

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Bordeaux

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Lyon

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Grenoble

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Toulouse

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

 

 

Rouen

Cardiovascular Hospitalisations

 

Respiratory Hospitalisations

 

Asthma Hospitalisations

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