Skip to contents

Return ifo business climate data

Usage

ifo_business(
  type = c("germany", "sectors", "eastern", "saxony"),
  long_format = TRUE
)

Arguments

type

(character(1)) Defaults to "germany". One of:

  • "germany": returns the ifo business climate index for Germany.

  • "sectors": returns the ifo business climate index for different sectors.

  • "eastern": returns the ifo business climate index for eastern Germany.

  • "saxony": returns the ifo business climate index for Saxony.

long_format

(logical(1)) If TRUE return the data in long format. Only applies to type "germany" and "sectors". Default TRUE.

Value

A data.frame() containing the monthly ifo business climate time series.

See also

The article for a reproducible example.

Examples

# \donttest{
ifo_business("germany")
#>       yearmonth uncertainty economic_expansion   indicator  series value
#> 1    2005-01-01          NA           83.10000     climate   index  92.2
#> 2    2005-02-01          NA           50.40000     climate   index  92.0
#> 3    2005-03-01          NA            4.90000     climate   index  90.0
#> 4    2005-04-01          NA           18.70000     climate   index  89.9
#> 5    2005-05-01          NA           11.70000     climate   index  89.3
#> 6    2005-06-01          NA           32.10000     climate   index  89.4
#> 7    2005-07-01          NA           91.20000     climate   index  91.1
#> 8    2005-08-01          NA           96.00000     climate   index  92.0
#> 9    2005-09-01          NA           96.70000     climate   index  92.9
#> 10   2005-10-01          NA           99.40000     climate   index  94.4
#> 11   2005-11-01          NA           96.70000     climate   index  94.9
#> 12   2005-12-01          NA           91.10000     climate   index  95.0
#> 13   2006-01-01          NA           98.20000     climate   index  96.5
#> 14   2006-02-01          NA           98.90000     climate   index  97.7
#> 15   2006-03-01          NA           95.30000     climate   index  98.0
#> 16   2006-04-01          NA           91.40000     climate   index  97.9
#> 17   2006-05-01          NA           97.10000     climate   index  98.9
#> 18   2006-06-01          NA           94.50000     climate   index  99.1
#> 19   2006-07-01          NA           79.20000     climate   index  98.8
#> 20   2006-08-01          NA           75.30000     climate   index  98.7
#> 21   2006-09-01          NA           85.20000     climate   index  99.1
#> 22   2006-10-01          NA           90.00000     climate   index  99.4
#> 23   2006-11-01          NA           98.00000     climate   index 100.8
#> 24   2006-12-01          NA           98.00000     climate   index 101.8
#> 25   2007-01-01          NA           87.70000     climate   index 101.5
#> 26   2007-02-01          NA           26.40000     climate   index 100.1
#> 27   2007-03-01          NA           62.90000     climate   index 100.7
#> 28   2007-04-01          NA           85.40000     climate   index 101.0
#> 29   2007-05-01          NA           88.60000     climate   index 101.1
#> 30   2007-06-01          NA           45.70000     climate   index  99.9
#> 31   2007-07-01          NA           51.90000     climate   index 100.2
#> 32   2007-08-01          NA           41.00000     climate   index  99.8
#> 33   2007-09-01          NA           29.30000     climate   index  99.3
#> 34   2007-10-01          NA           57.80000     climate   index  99.8
#> 35   2007-11-01          NA           16.70000     climate   index  98.7
#> 36   2007-12-01          NA           21.30000     climate   index  98.8
#> 37   2008-01-01          NA           19.20000     climate   index  98.2
#> 38   2008-02-01          NA           26.10000     climate   index  98.2
#> 39   2008-03-01          NA           31.80000     climate   index  98.1
#> 40   2008-04-01          NA           26.20000     climate   index  97.0
#> 41   2008-05-01          NA           17.40000     climate   index  96.8
#> 42   2008-06-01          NA            7.20000     climate   index  95.7
#> 43   2008-07-01          NA            0.20000     climate   index  92.4
#> 44   2008-08-01          NA            2.30000     climate   index  91.5
#> 45   2008-09-01          NA            7.90000     climate   index  91.2
#> 46   2008-10-01          NA            0.00000     climate   index  87.1
#> 47   2008-11-01          NA            0.20000     climate   index  84.4
#> 48   2008-12-01          NA            0.10000     climate   index  80.9
#> 49   2009-01-01          NA           29.40000     climate   index  81.7
#> 50   2009-02-01          NA           21.70000     climate   index  81.4
#> 51   2009-03-01          NA            5.40000     climate   index  79.7
#> 52   2009-04-01          NA           78.40000     climate   index  81.5
#> 53   2009-05-01          NA           86.80000     climate   index  82.0
#> 54   2009-06-01          NA           99.50000     climate   index  83.8
#> 55   2009-07-01          NA           98.00000     climate   index  85.1
#> 56   2009-08-01          NA           99.80000     climate   index  87.5
#> 57   2009-09-01          NA           99.70000     climate   index  89.3
#> 58   2009-10-01          NA           93.20000     climate   index  89.6
#> 59   2009-11-01          NA           98.60000     climate   index  90.8
#> 60   2009-12-01          NA           93.50000     climate   index  91.0
#> 61   2010-01-01          NA           80.60000     climate   index  90.7
#> 62   2010-02-01          NA           76.50000     climate   index  90.7
#> 63   2010-03-01          NA           96.80000     climate   index  92.2
#> 64   2010-04-01          NA          100.00000     climate   index  95.5
#> 65   2010-05-01          NA           96.40000     climate   index  95.5
#> 66   2010-06-01          NA           97.30000     climate   index  96.2
#> 67   2010-07-01          NA           99.80000     climate   index  98.5
#> 68   2010-08-01          NA           98.80000     climate   index  99.8
#> 69   2010-09-01          NA           96.50000     climate   index 100.6
#> 70   2010-10-01          NA           99.20000     climate   index 101.8
#> 71   2010-11-01          NA           99.40000     climate   index 103.4
#> 72   2010-12-01          NA           85.70000     climate   index 103.0
#> 73   2011-01-01          NA           27.40000     climate   index 101.7
#> 74   2011-02-01          NA           70.80000     climate   index 102.6
#> 75   2011-03-01          NA           53.30000     climate   index 102.1
#> 76   2011-04-01          NA           72.40000     climate   index 102.2
#> 77   2011-05-01          NA           81.40000     climate   index 102.5
#> 78   2011-06-01          NA           60.20000     climate   index 101.9
#> 79   2011-07-01          NA           82.00000     climate   index 102.2
#> 80   2011-08-01          NA            4.40000     climate   index  99.6
#> 81   2011-09-01          NA            1.50000     climate   index  98.0
#> 82   2011-10-01          NA           10.00000     climate   index  97.9
#> 83   2011-11-01          NA           26.90000     climate   index  98.1
#> 84   2011-12-01          NA           29.00000     climate   index  98.1
#> 85   2012-01-01          NA           27.40000     climate   index  98.5
#> 86   2012-02-01          NA           70.80000     climate   index  99.3
#> 87   2012-03-01          NA           53.30000     climate   index  99.5
#> 88   2012-04-01          NA           72.40000     climate   index 100.1
#> 89   2012-05-01          NA           81.40000     climate   index  98.9
#> 90   2012-06-01          NA           60.20000     climate   index  96.8
#> 91   2012-07-01          NA           82.00000     climate   index  95.6
#> 92   2012-08-01          NA            4.40000     climate   index  95.1
#> 93   2012-09-01          NA            1.50000     climate   index  94.8
#> 94   2012-10-01          NA           10.00000     climate   index  94.7
#> 95   2012-11-01          NA           26.90000     climate   index  94.1
#> 96   2012-12-01          NA           29.00000     climate   index  95.4
#> 97   2013-01-01          NA           93.70000     climate   index  96.3
#> 98   2013-02-01          NA           97.10000     climate   index  97.3
#> 99   2013-03-01          NA           92.50000     climate   index  97.6
#> 100  2013-04-01          NA           36.30000     climate   index  95.9
#> 101  2013-05-01          NA           79.60000     climate   index  97.1
#> 102  2013-06-01          NA           75.60000     climate   index  96.5
#> 103  2013-07-01          NA           96.10000     climate   index  98.0
#> 104  2013-08-01          NA           97.60000     climate   index  98.7
#> 105  2013-09-01          NA           93.80000     climate   index  99.0
#> 106  2013-10-01          NA           85.40000     climate   index  98.9
#> 107  2013-11-01          NA           93.70000     climate   index  99.6
#> 108  2013-12-01          NA           95.40000     climate   index 100.4
#> 109  2014-01-01          NA           97.00000     climate   index 101.4
#> 110  2014-02-01          NA           91.30000     climate   index 101.3
#> 111  2014-03-01          NA           80.80000     climate   index 101.2
#> 112  2014-04-01          NA           94.20000     climate   index 102.1
#> 113  2014-05-01          NA           46.90000     climate   index 100.1
#> 114  2014-06-01          NA           44.90000     climate   index  99.8
#> 115  2014-07-01          NA           39.40000     climate   index  99.5
#> 116  2014-08-01          NA           13.10000     climate   index  98.3
#> 117  2014-09-01          NA            9.30000     climate   index  97.7
#> 118  2014-10-01          NA            2.70000     climate   index  96.3
#> 119  2014-11-01          NA            8.10000     climate   index  96.0
#> 120  2014-12-01          NA           89.00000     climate   index  98.2
#> 121  2015-01-01          NA           90.50000     climate   index  98.8
#> 122  2015-02-01          NA           84.60000     climate   index  98.8
#> 123  2015-03-01          NA           84.40000     climate   index  99.1
#> 124  2015-04-01          NA           95.80000     climate   index 100.1
#> 125  2015-05-01          NA           96.10000     climate   index 100.4
#> 126  2015-06-01          NA           94.00000     climate   index 100.1
#> 127  2015-07-01          NA           72.70000     climate   index  99.7
#> 128  2015-08-01          NA           95.60000     climate   index 100.6
#> 129  2015-09-01          NA           72.10000     climate   index 100.1
#> 130  2015-10-01          NA           87.50000     climate   index 100.6
#> 131  2015-11-01          NA           88.10000     climate   index 101.0
#> 132  2015-12-01          NA           77.60000     climate   index 100.7
#> 133  2016-01-01          NA           26.20000     climate   index  99.7
#> 134  2016-02-01          NA           11.50000     climate   index  98.7
#> 135  2016-03-01          NA           22.50000     climate   index  99.1
#> 136  2016-04-01          NA           66.70000     climate   index 100.1
#> 137  2016-05-01          NA           71.90000     climate   index  99.8
#> 138  2016-06-01          NA           91.80000     climate   index 100.0
#> 139  2016-07-01          NA           87.50000     climate   index 100.0
#> 140  2016-08-01          NA           82.10000     climate   index  99.6
#> 141  2016-09-01          NA           93.60000     climate   index 100.8
#> 142  2016-10-01          NA           93.80000     climate   index 101.3
#> 143  2016-11-01          NA           92.90000     climate   index 101.6
#> 144  2016-12-01          NA           71.10000     climate   index 100.9
#> 145  2017-01-01          NA           65.10000     climate   index 101.3
#> 146  2017-02-01          NA           67.40000     climate   index 101.3
#> 147  2017-03-01          NA           78.40000     climate   index 101.8
#> 148  2017-04-01          NA           97.40000     climate   index 103.6
#> 149  2017-05-01          NA           88.80000     climate   index 102.7
#> 150  2017-06-01          NA           93.80000     climate   index 102.7
#> 151  2017-07-01          NA           97.60000     climate   index 103.8
#> 152  2017-08-01          NA           91.70000     climate   index 103.6
#> 153  2017-09-01          NA           89.10000     climate   index 103.9
#> 154  2017-10-01          NA           94.80000     climate   index 104.4
#> 155  2017-11-01          NA           92.30000     climate   index 105.0
#> 156  2017-12-01          NA           84.00000     climate   index 104.7
#> 157  2018-01-01          NA           76.50000     climate   index 105.0
#> 158  2018-02-01          NA           47.00000     climate   index 104.0
#> 159  2018-03-01          NA           26.90000     climate   index 103.9
#> 160  2018-04-01          NA            7.60000     climate   index 103.4
#> 161  2018-05-01          NA           18.50000     climate   index 102.8
#> 162  2018-06-01          NA           14.70000     climate   index 101.7
#> 163  2018-07-01          NA           21.40000     climate   index 101.7
#> 164  2018-08-01          NA           93.30000     climate   index 103.8
#> 165  2018-09-01          NA           85.00000     climate   index 103.8
#> 166  2018-10-01          NA           52.80000     climate   index 102.9
#> 167  2018-11-01          NA           23.50000     climate   index 102.3
#> 168  2018-12-01          NA            8.70000     climate   index 101.1
#> 169  2019-01-01          NA            1.20000     climate   index  99.5
#> 170  2019-02-01          NA            4.00000     climate   index  98.7
#> 171  2019-03-01          NA           43.50000     climate   index  99.8
#> 172  2019-04-01        52.6           29.70000     climate   index 100.6
#> 173  2019-05-01        52.5            6.90000     climate   index  98.3
#> 174  2019-06-01        53.3            8.60000     climate   index  96.8
#> 175  2019-07-01        54.4            1.30000     climate   index  95.5
#> 176  2019-08-01        55.0            1.30000     climate   index  94.2
#> 177  2019-09-01        55.7           18.30000     climate   index  94.8
#> 178  2019-10-01        56.2           27.10000     climate   index  95.0
#> 179  2019-11-01        56.0           46.70000     climate   index  95.3
#> 180  2019-12-01        55.9           89.10000     climate   index  96.5
#> 181  2020-01-01        55.1           74.80000     climate   index  96.0
#> 182  2020-02-01        55.3           77.70000     climate   index  95.9
#> 183  2020-03-01        65.0            0.70000     climate   index  86.2
#> 184  2020-04-01        74.2            0.00000     climate   index  75.0
#> 185  2020-05-01        70.9           92.80000     climate   index  79.5
#> 186  2020-06-01        67.9           86.10000     climate   index  85.4
#> 187  2020-07-01        66.2           99.90000     climate   index  89.4
#> 188  2020-08-01        65.5           99.20000     climate   index  92.1
#> 189  2020-09-01        64.1           96.40000     climate   index  93.5
#> 190  2020-10-01        64.4           80.80000     climate   index  93.0
#> 191  2020-11-01        66.0           26.50000     climate   index  91.7
#> 192  2020-12-01        65.4           63.70000     climate   index  93.1
#> 193  2021-01-01        66.1           11.60000     climate   index  90.6
#> 194  2021-02-01        65.4           70.00000     climate   index  92.7
#> 195  2021-03-01        64.2           99.10000     climate   index  96.2
#> 196  2021-04-01        64.5           91.80000     climate   index  96.0
#> 197  2021-05-01        62.0           98.80000     climate   index  98.3
#> 198  2021-06-01        59.9           99.20000     climate   index 101.0
#> 199  2021-07-01        60.9           75.90000     climate   index 100.8
#> 200  2021-08-01        61.1           33.90000     climate   index 100.2
#> 201  2021-09-01        61.5           16.60000     climate   index 100.0
#> 202  2021-10-01        60.5            6.01438     climate   index  98.8
#> 203  2021-11-01        62.8            3.40737     climate   index  97.2
#> 204  2021-12-01        62.7            1.33428     climate   index  95.2
#> 205  2022-01-01        62.7           20.06246     climate   index  96.0
#> 206  2022-02-01        61.7           88.96644     climate   index  98.5
#> 207  2022-03-01        69.2            1.23274     climate   index  90.0
#> 208  2022-04-01        67.9           20.04043     climate   index  91.2
#> 209  2022-05-01        66.6           55.16705     climate   index  92.3
#> 210  2022-06-01        65.4           34.96150     climate   index  92.1
#> 211  2022-07-01        69.0            1.67616     climate   index  88.8
#> 212  2022-08-01        68.4            8.10000     climate   index  89.2
#> 213  2022-09-01        70.1            0.31083     climate   index  85.6
#> 214  2022-10-01        70.2            8.46338     climate   index  85.4
#> 215  2022-11-01        69.8           52.45350     climate   index  86.8
#> 216  2022-12-01        68.3           91.17032     climate   index  89.1
#> 217  2023-01-01        67.2           96.20105     climate   index  90.3
#> 218  2023-02-01        66.0           95.10463     climate   index  91.0
#> 219  2023-03-01        64.5           98.29464     climate   index  92.7
#> 220  2023-04-01        65.2           92.49901     climate   index  92.9
#> 221  2023-05-01        65.7           49.37031     climate   index  91.0
#> 222  2023-06-01        65.2            4.32163     climate   index  88.4
#> 223  2023-07-01        65.2            3.94804     climate   index  87.5
#> 224  2023-08-01        65.7            2.60000     climate   index  85.9
#> 225  2023-09-01        65.9           11.10412     climate   index  86.1
#> 226  2023-10-01        66.0           42.24217     climate   index  87.0
#> 227  2023-11-01        65.8           54.87410     climate   index  87.3
#> 228  2023-12-01        65.5           32.97091     climate   index  86.6
#> 229  2024-01-01        67.5           14.83564     climate   index  85.4
#> 230  2024-02-01        66.8           26.60000     climate   index  85.8
#> 231  2024-03-01        65.9           81.29399     climate   index  87.8
#> 232  2024-04-01        65.3           93.64449     climate   index  89.0
#> 233  2024-05-01        65.0           85.44235     climate   index  89.0
#> 234  2024-06-01        65.1           64.66690     climate   index  88.4
#> 235  2024-07-01        64.5           23.11533     climate   index  87.0
#> 236  2024-08-01        64.8           20.80000     climate   index  86.6
#> 237  2024-09-01        65.7            9.35941     climate   index  85.4
#> 238  2024-10-01        66.2           39.98913     climate   index  86.5
#> 239  2024-11-01        65.9           23.17931     climate   index  85.6
#> 240  2024-12-01        66.6           13.01194     climate   index  84.7
#> 241  2025-01-01        65.5           26.86055     climate   index  85.2
#> 242  2025-02-01        66.6           30.17913     climate   index  85.2
#> 243  2005-01-01          NA           83.10000   situation   index  87.5
#> 244  2005-02-01          NA           50.40000   situation   index  88.0
#> 245  2005-03-01          NA            4.90000   situation   index  85.8
#> 246  2005-04-01          NA           18.70000   situation   index  86.2
#> 247  2005-05-01          NA           11.70000   situation   index  86.1
#> 248  2005-06-01          NA           32.10000   situation   index  85.6
#> 249  2005-07-01          NA           91.20000   situation   index  85.8
#> 250  2005-08-01          NA           96.00000   situation   index  86.8
#> 251  2005-09-01          NA           96.70000   situation   index  88.4
#> 252  2005-10-01          NA           99.40000   situation   index  88.8
#> 253  2005-11-01          NA           96.70000   situation   index  90.7
#> 254  2005-12-01          NA           91.10000   situation   index  90.3
#> 255  2006-01-01          NA           98.20000   situation   index  91.9
#> 256  2006-02-01          NA           98.90000   situation   index  93.3
#> 257  2006-03-01          NA           95.30000   situation   index  94.1
#> 258  2006-04-01          NA           91.40000   situation   index  94.2
#> 259  2006-05-01          NA           97.10000   situation   index  97.0
#> 260  2006-06-01          NA           94.50000   situation   index  96.8
#> 261  2006-07-01          NA           79.20000   situation   index  97.5
#> 262  2006-08-01          NA           75.30000   situation   index  97.3
#> 263  2006-09-01          NA           85.20000   situation   index  98.0
#> 264  2006-10-01          NA           90.00000   situation   index  98.8
#> 265  2006-11-01          NA           98.00000   situation   index 100.0
#> 266  2006-12-01          NA           98.00000   situation   index 101.3
#> 267  2007-01-01          NA           87.70000   situation   index 100.1
#> 268  2007-02-01          NA           26.40000   situation   index  98.9
#> 269  2007-03-01          NA           62.90000   situation   index  99.8
#> 270  2007-04-01          NA           85.40000   situation   index 100.7
#> 271  2007-05-01          NA           88.60000   situation   index 100.5
#> 272  2007-06-01          NA           45.70000   situation   index  98.9
#> 273  2007-07-01          NA           51.90000   situation   index  99.2
#> 274  2007-08-01          NA           41.00000   situation   index  99.1
#> 275  2007-09-01          NA           29.30000   situation   index  98.9
#> 276  2007-10-01          NA           57.80000   situation   index  99.7
#> 277  2007-11-01          NA           16.70000   situation   index  98.7
#> 278  2007-12-01          NA           21.30000   situation   index  97.8
#> 279  2008-01-01          NA           19.20000   situation   index  98.7
#> 280  2008-02-01          NA           26.10000   situation   index  98.9
#> 281  2008-03-01          NA           31.80000   situation   index  99.0
#> 282  2008-04-01          NA           26.20000   situation   index  98.4
#> 283  2008-05-01          NA           17.40000   situation   index  98.0
#> 284  2008-06-01          NA            7.20000   situation   index  97.0
#> 285  2008-07-01          NA            0.20000   situation   index  93.7
#> 286  2008-08-01          NA            2.30000   situation   index  93.4
#> 287  2008-09-01          NA            7.90000   situation   index  92.2
#> 288  2008-10-01          NA            0.00000   situation   index  90.5
#> 289  2008-11-01          NA            0.20000   situation   index  87.3
#> 290  2008-12-01          NA            0.10000   situation   index  82.5
#> 291  2009-01-01          NA           29.40000   situation   index  82.1
#> 292  2009-02-01          NA           21.70000   situation   index  80.1
#> 293  2009-03-01          NA            5.40000   situation   index  77.4
#> 294  2009-04-01          NA           78.40000   situation   index  78.3
#> 295  2009-05-01          NA           86.80000   situation   index  77.7
#> 296  2009-06-01          NA           99.50000   situation   index  77.8
#> 297  2009-07-01          NA           98.00000   situation   index  78.6
#> 298  2009-08-01          NA           99.80000   situation   index  80.2
#> 299  2009-09-01          NA           99.70000   situation   index  81.2
#> 300  2009-10-01          NA           93.20000   situation   index  81.8
#> 301  2009-11-01          NA           98.60000   situation   index  82.9
#> 302  2009-12-01          NA           93.50000   situation   index  83.9
#> 303  2010-01-01          NA           80.60000   situation   index  83.9
#> 304  2010-02-01          NA           76.50000   situation   index  84.5
#> 305  2010-03-01          NA           96.80000   situation   index  85.3
#> 306  2010-04-01          NA          100.00000   situation   index  90.2
#> 307  2010-05-01          NA           96.40000   situation   index  90.9
#> 308  2010-06-01          NA           97.30000   situation   index  92.3
#> 309  2010-07-01          NA           99.80000   situation   index  94.9
#> 310  2010-08-01          NA           98.80000   situation   index  96.0
#> 311  2010-09-01          NA           96.50000   situation   index  97.9
#> 312  2010-10-01          NA           99.20000   situation   index  98.9
#> 313  2010-11-01          NA           99.40000   situation   index 100.8
#> 314  2010-12-01          NA           85.70000   situation   index 100.4
#> 315  2011-01-01          NA           27.40000   situation   index  99.8
#> 316  2011-02-01          NA           70.80000   situation   index 102.1
#> 317  2011-03-01          NA           53.30000   situation   index 101.8
#> 318  2011-04-01          NA           72.40000   situation   index 102.7
#> 319  2011-05-01          NA           81.40000   situation   index 103.6
#> 320  2011-06-01          NA           60.20000   situation   index 102.5
#> 321  2011-07-01          NA           82.00000   situation   index 103.1
#> 322  2011-08-01          NA            4.40000   situation   index 102.1
#> 323  2011-09-01          NA            1.50000   situation   index 100.2
#> 324  2011-10-01          NA           10.00000   situation   index 100.2
#> 325  2011-11-01          NA           26.90000   situation   index 100.8
#> 326  2011-12-01          NA           29.00000   situation   index 100.9
#> 327  2012-01-01          NA           27.40000   situation   index 100.2
#> 328  2012-02-01          NA           70.80000   situation   index 100.8
#> 329  2012-03-01          NA           53.30000   situation   index 100.3
#> 330  2012-04-01          NA           72.40000   situation   index 101.6
#> 331  2012-05-01          NA           81.40000   situation   index 100.9
#> 332  2012-06-01          NA           60.20000   situation   index  98.9
#> 333  2012-07-01          NA           82.00000   situation   index  97.5
#> 334  2012-08-01          NA            4.40000   situation   index  97.3
#> 335  2012-09-01          NA            1.50000   situation   index  96.3
#> 336  2012-10-01          NA           10.00000   situation   index  95.7
#> 337  2012-11-01          NA           26.90000   situation   index  95.2
#> 338  2012-12-01          NA           29.00000   situation   index  95.6
#> 339  2013-01-01          NA           93.70000   situation   index  96.5
#> 340  2013-02-01          NA           97.10000   situation   index  95.4
#> 341  2013-03-01          NA           92.50000   situation   index  96.3
#> 342  2013-04-01          NA           36.30000   situation   index  94.1
#> 343  2013-05-01          NA           79.60000   situation   index  95.7
#> 344  2013-06-01          NA           75.60000   situation   index  95.3
#> 345  2013-07-01          NA           96.10000   situation   index  97.2
#> 346  2013-08-01          NA           97.60000   situation   index  96.9
#> 347  2013-09-01          NA           93.80000   situation   index  97.1
#> 348  2013-10-01          NA           85.40000   situation   index  98.0
#> 349  2013-11-01          NA           93.70000   situation   index  97.8
#> 350  2013-12-01          NA           95.40000   situation   index  99.1
#> 351  2014-01-01          NA           97.00000   situation   index 100.1
#> 352  2014-02-01          NA           91.30000   situation   index  99.9
#> 353  2014-03-01          NA           80.80000   situation   index 100.5
#> 354  2014-04-01          NA           94.20000   situation   index 102.2
#> 355  2014-05-01          NA           46.90000   situation   index  99.7
#> 356  2014-06-01          NA           44.90000   situation   index  99.4
#> 357  2014-07-01          NA           39.40000   situation   index  99.2
#> 358  2014-08-01          NA           13.10000   situation   index  98.7
#> 359  2014-09-01          NA            9.30000   situation   index  98.4
#> 360  2014-10-01          NA            2.70000   situation   index  96.7
#> 361  2014-11-01          NA            8.10000   situation   index  96.1
#> 362  2014-12-01          NA           89.00000   situation   index  98.3
#> 363  2015-01-01          NA           90.50000   situation   index  98.8
#> 364  2015-02-01          NA           84.60000   situation   index  98.1
#> 365  2015-03-01          NA           84.40000   situation   index  98.5
#> 366  2015-04-01          NA           95.80000   situation   index 100.3
#> 367  2015-05-01          NA           96.10000   situation   index 100.5
#> 368  2015-06-01          NA           94.00000   situation   index 100.2
#> 369  2015-07-01          NA           72.70000   situation   index 100.6
#> 370  2015-08-01          NA           95.60000   situation   index 100.9
#> 371  2015-09-01          NA           72.10000   situation   index 100.9
#> 372  2015-10-01          NA           87.50000   situation   index 100.2
#> 373  2015-11-01          NA           88.10000   situation   index 100.4
#> 374  2015-12-01          NA           77.60000   situation   index 100.6
#> 375  2016-01-01          NA           26.20000   situation   index 100.2
#> 376  2016-02-01          NA           11.50000   situation   index  99.9
#> 377  2016-03-01          NA           22.50000   situation   index  99.4
#> 378  2016-04-01          NA           66.70000   situation   index 100.2
#> 379  2016-05-01          NA           71.90000   situation   index 100.1
#> 380  2016-06-01          NA           91.80000   situation   index 101.0
#> 381  2016-07-01          NA           87.50000   situation   index  99.9
#> 382  2016-08-01          NA           82.10000   situation   index  99.5
#> 383  2016-09-01          NA           93.60000   situation   index 100.6
#> 384  2016-10-01          NA           93.80000   situation   index 100.6
#> 385  2016-11-01          NA           92.90000   situation   index 102.2
#> 386  2016-12-01          NA           71.10000   situation   index 101.8
#> 387  2017-01-01          NA           65.10000   situation   index 102.0
#> 388  2017-02-01          NA           67.40000   situation   index 102.6
#> 389  2017-03-01          NA           78.40000   situation   index 103.3
#> 390  2017-04-01          NA           97.40000   situation   index 105.1
#> 391  2017-05-01          NA           88.80000   situation   index 104.4
#> 392  2017-06-01          NA           93.80000   situation   index 104.7
#> 393  2017-07-01          NA           97.60000   situation   index 106.7
#> 394  2017-08-01          NA           91.70000   situation   index 105.6
#> 395  2017-09-01          NA           89.10000   situation   index 105.9
#> 396  2017-10-01          NA           94.80000   situation   index 106.3
#> 397  2017-11-01          NA           92.30000   situation   index 106.6
#> 398  2017-12-01          NA           84.00000   situation   index 107.0
#> 399  2018-01-01          NA           76.50000   situation   index 108.5
#> 400  2018-02-01          NA           47.00000   situation   index 107.7
#> 401  2018-03-01          NA           26.90000   situation   index 106.8
#> 402  2018-04-01          NA            7.60000   situation   index 106.4
#> 403  2018-05-01          NA           18.50000   situation   index 106.7
#> 404  2018-06-01          NA           14.70000   situation   index 105.8
#> 405  2018-07-01          NA           21.40000   situation   index 106.0
#> 406  2018-08-01          NA           93.30000   situation   index 107.0
#> 407  2018-09-01          NA           85.00000   situation   index 107.2
#> 408  2018-10-01          NA           52.80000   situation   index 106.3
#> 409  2018-11-01          NA           23.50000   situation   index 106.2
#> 410  2018-12-01          NA            8.70000   situation   index 105.3
#> 411  2019-01-01          NA            1.20000   situation   index 104.9
#> 412  2019-02-01          NA            4.00000   situation   index 103.7
#> 413  2019-03-01          NA           43.50000   situation   index 104.0
#> 414  2019-04-01        52.6           29.70000   situation   index 104.3
#> 415  2019-05-01        52.5            6.90000   situation   index 101.4
#> 416  2019-06-01        53.3            8.60000   situation   index 101.2
#> 417  2019-07-01        54.4            1.30000   situation   index 100.0
#> 418  2019-08-01        55.0            1.30000   situation   index  97.4
#> 419  2019-09-01        55.7           18.30000   situation   index  98.9
#> 420  2019-10-01        56.2           27.10000   situation   index  98.0
#> 421  2019-11-01        56.0           46.70000   situation   index  98.3
#> 422  2019-12-01        55.9           89.10000   situation   index  99.1
#> 423  2020-01-01        55.1           74.80000   situation   index  99.7
#> 424  2020-02-01        55.3           77.70000   situation   index  99.0
#> 425  2020-03-01        65.0            0.70000   situation   index  92.8
#> 426  2020-04-01        74.2            0.00000   situation   index  79.2
#> 427  2020-05-01        70.9           92.80000   situation   index  78.6
#> 428  2020-06-01        67.9           86.10000   situation   index  80.9
#> 429  2020-07-01        66.2           99.90000   situation   index  84.3
#> 430  2020-08-01        65.5           99.20000   situation   index  87.7
#> 431  2020-09-01        64.1           96.40000   situation   index  89.5
#> 432  2020-10-01        64.4           80.80000   situation   index  90.5
#> 433  2020-11-01        66.0           26.50000   situation   index  90.3
#> 434  2020-12-01        65.4           63.70000   situation   index  91.8
#> 435  2021-01-01        66.1           11.60000   situation   index  89.6
#> 436  2021-02-01        65.4           70.00000   situation   index  91.1
#> 437  2021-03-01        64.2           99.10000   situation   index  93.2
#> 438  2021-04-01        64.5           91.80000   situation   index  94.2
#> 439  2021-05-01        62.0           98.80000   situation   index  95.7
#> 440  2021-06-01        59.9           99.20000   situation   index  99.8
#> 441  2021-07-01        60.9           75.90000   situation   index 100.6
#> 442  2021-08-01        61.1           33.90000   situation   index 101.7
#> 443  2021-09-01        61.5           16.60000   situation   index 101.0
#> 444  2021-10-01        60.5            6.01438   situation   index 100.6
#> 445  2021-11-01        62.8            3.40737   situation   index  99.5
#> 446  2021-12-01        62.7            1.33428   situation   index  97.4
#> 447  2022-01-01        62.7           20.06246   situation   index  96.7
#> 448  2022-02-01        61.7           88.96644   situation   index  99.0
#> 449  2022-03-01        69.2            1.23274   situation   index  97.1
#> 450  2022-04-01        67.9           20.04043   situation   index  97.3
#> 451  2022-05-01        66.6           55.16705   situation   index  99.6
#> 452  2022-06-01        65.4           34.96150   situation   index  99.4
#> 453  2022-07-01        69.0            1.67616   situation   index  97.9
#> 454  2022-08-01        68.4            8.10000   situation   index  97.7
#> 455  2022-09-01        70.1            0.31083   situation   index  94.9
#> 456  2022-10-01        70.2            8.46338   situation   index  94.5
#> 457  2022-11-01        69.8           52.45350   situation   index  93.4
#> 458  2022-12-01        68.3           91.17032   situation   index  94.3
#> 459  2023-01-01        67.2           96.20105   situation   index  94.5
#> 460  2023-02-01        66.0           95.10463   situation   index  94.2
#> 461  2023-03-01        64.5           98.29464   situation   index  95.4
#> 462  2023-04-01        65.2           92.49901   situation   index  95.0
#> 463  2023-05-01        65.7           49.37031   situation   index  94.8
#> 464  2023-06-01        65.2            4.32163   situation   index  93.7
#> 465  2023-07-01        65.2            3.94804   situation   index  91.4
#> 466  2023-08-01        65.7            2.60000   situation   index  88.9
#> 467  2023-09-01        65.9           11.10412   situation   index  88.8
#> 468  2023-10-01        66.0           42.24217   situation   index  89.2
#> 469  2023-11-01        65.8           54.87410   situation   index  89.5
#> 470  2023-12-01        65.5           32.97091   situation   index  88.6
#> 471  2024-01-01        67.5           14.83564   situation   index  87.0
#> 472  2024-02-01        66.8           26.60000   situation   index  87.0
#> 473  2024-03-01        65.9           81.29399   situation   index  88.0
#> 474  2024-04-01        65.3           93.64449   situation   index  88.8
#> 475  2024-05-01        65.0           85.44235   situation   index  88.3
#> 476  2024-06-01        65.1           64.66690   situation   index  88.3
#> 477  2024-07-01        64.5           23.11533   situation   index  87.1
#> 478  2024-08-01        64.8           20.80000   situation   index  86.4
#> 479  2024-09-01        65.7            9.35941   situation   index  84.4
#> 480  2024-10-01        66.2           39.98913   situation   index  85.7
#> 481  2024-11-01        65.9           23.17931   situation   index  84.2
#> 482  2024-12-01        66.6           13.01194   situation   index  85.0
#> 483  2025-01-01        65.5           26.86055   situation   index  86.0
#> 484  2025-02-01        66.6           30.17913   situation   index  85.0
#> 485  2005-01-01          NA           83.10000 expectation   index  97.2
#> 486  2005-02-01          NA           50.40000 expectation   index  96.2
#> 487  2005-03-01          NA            4.90000 expectation   index  94.5
#> 488  2005-04-01          NA           18.70000 expectation   index  93.7
#> 489  2005-05-01          NA           11.70000 expectation   index  92.7
#> 490  2005-06-01          NA           32.10000 expectation   index  93.2
#> 491  2005-07-01          NA           91.20000 expectation   index  96.8
#> 492  2005-08-01          NA           96.00000 expectation   index  97.6
#> 493  2005-09-01          NA           96.70000 expectation   index  97.7
#> 494  2005-10-01          NA           99.40000 expectation   index 100.4
#> 495  2005-11-01          NA           96.70000 expectation   index  99.3
#> 496  2005-12-01          NA           91.10000 expectation   index 100.0
#> 497  2006-01-01          NA           98.20000 expectation   index 101.5
#> 498  2006-02-01          NA           98.90000 expectation   index 102.3
#> 499  2006-03-01          NA           95.30000 expectation   index 102.1
#> 500  2006-04-01          NA           91.40000 expectation   index 101.8
#> 501  2006-05-01          NA           97.10000 expectation   index 100.8
#> 502  2006-06-01          NA           94.50000 expectation   index 101.4
#> 503  2006-07-01          NA           79.20000 expectation   index 100.2
#> 504  2006-08-01          NA           75.30000 expectation   index 100.1
#> 505  2006-09-01          NA           85.20000 expectation   index 100.1
#> 506  2006-10-01          NA           90.00000 expectation   index 100.0
#> 507  2006-11-01          NA           98.00000 expectation   index 101.6
#> 508  2006-12-01          NA           98.00000 expectation   index 102.3
#> 509  2007-01-01          NA           87.70000 expectation   index 102.9
#> 510  2007-02-01          NA           26.40000 expectation   index 101.3
#> 511  2007-03-01          NA           62.90000 expectation   index 101.6
#> 512  2007-04-01          NA           85.40000 expectation   index 101.3
#> 513  2007-05-01          NA           88.60000 expectation   index 101.8
#> 514  2007-06-01          NA           45.70000 expectation   index 100.9
#> 515  2007-07-01          NA           51.90000 expectation   index 101.1
#> 516  2007-08-01          NA           41.00000 expectation   index 100.6
#> 517  2007-09-01          NA           29.30000 expectation   index  99.7
#> 518  2007-10-01          NA           57.80000 expectation   index 100.0
#> 519  2007-11-01          NA           16.70000 expectation   index  98.7
#> 520  2007-12-01          NA           21.30000 expectation   index  99.8
#> 521  2008-01-01          NA           19.20000 expectation   index  97.6
#> 522  2008-02-01          NA           26.10000 expectation   index  97.5
#> 523  2008-03-01          NA           31.80000 expectation   index  97.3
#> 524  2008-04-01          NA           26.20000 expectation   index  95.7
#> 525  2008-05-01          NA           17.40000 expectation   index  95.6
#> 526  2008-06-01          NA            7.20000 expectation   index  94.3
#> 527  2008-07-01          NA            0.20000 expectation   index  91.1
#> 528  2008-08-01          NA            2.30000 expectation   index  89.7
#> 529  2008-09-01          NA            7.90000 expectation   index  90.1
#> 530  2008-10-01          NA            0.00000 expectation   index  83.8
#> 531  2008-11-01          NA            0.20000 expectation   index  81.5
#> 532  2008-12-01          NA            0.10000 expectation   index  79.3
#> 533  2009-01-01          NA           29.40000 expectation   index  81.3
#> 534  2009-02-01          NA           21.70000 expectation   index  82.7
#> 535  2009-03-01          NA            5.40000 expectation   index  82.0
#> 536  2009-04-01          NA           78.40000 expectation   index  84.8
#> 537  2009-05-01          NA           86.80000 expectation   index  86.6
#> 538  2009-06-01          NA           99.50000 expectation   index  90.1
#> 539  2009-07-01          NA           98.00000 expectation   index  92.1
#> 540  2009-08-01          NA           99.80000 expectation   index  95.5
#> 541  2009-09-01          NA           99.70000 expectation   index  98.2
#> 542  2009-10-01          NA           93.20000 expectation   index  98.1
#> 543  2009-11-01          NA           98.60000 expectation   index  99.5
#> 544  2009-12-01          NA           93.50000 expectation   index  98.7
#> 545  2010-01-01          NA           80.60000 expectation   index  97.9
#> 546  2010-02-01          NA           76.50000 expectation   index  97.4
#> 547  2010-03-01          NA           96.80000 expectation   index  99.6
#> 548  2010-04-01          NA          100.00000 expectation   index 101.1
#> 549  2010-05-01          NA           96.40000 expectation   index 100.4
#> 550  2010-06-01          NA           97.30000 expectation   index 100.3
#> 551  2010-07-01          NA           99.80000 expectation   index 102.2
#> 552  2010-08-01          NA           98.80000 expectation   index 103.7
#> 553  2010-09-01          NA           96.50000 expectation   index 103.5
#> 554  2010-10-01          NA           99.20000 expectation   index 104.8
#> 555  2010-11-01          NA           99.40000 expectation   index 106.1
#> 556  2010-12-01          NA           85.70000 expectation   index 105.6
#> 557  2011-01-01          NA           27.40000 expectation   index 103.6
#> 558  2011-02-01          NA           70.80000 expectation   index 103.1
#> 559  2011-03-01          NA           53.30000 expectation   index 102.4
#> 560  2011-04-01          NA           72.40000 expectation   index 101.7
#> 561  2011-05-01          NA           81.40000 expectation   index 101.5
#> 562  2011-06-01          NA           60.20000 expectation   index 101.3
#> 563  2011-07-01          NA           82.00000 expectation   index 101.3
#> 564  2011-08-01          NA            4.40000 expectation   index  97.1
#> 565  2011-09-01          NA            1.50000 expectation   index  95.8
#> 566  2011-10-01          NA           10.00000 expectation   index  95.7
#> 567  2011-11-01          NA           26.90000 expectation   index  95.5
#> 568  2011-12-01          NA           29.00000 expectation   index  95.4
#> 569  2012-01-01          NA           27.40000 expectation   index  96.8
#> 570  2012-02-01          NA           70.80000 expectation   index  97.9
#> 571  2012-03-01          NA           53.30000 expectation   index  98.7
#> 572  2012-04-01          NA           72.40000 expectation   index  98.6
#> 573  2012-05-01          NA           81.40000 expectation   index  96.9
#> 574  2012-06-01          NA           60.20000 expectation   index  94.8
#> 575  2012-07-01          NA           82.00000 expectation   index  93.7
#> 576  2012-08-01          NA            4.40000 expectation   index  92.8
#> 577  2012-09-01          NA            1.50000 expectation   index  93.4
#> 578  2012-10-01          NA           10.00000 expectation   index  93.7
#> 579  2012-11-01          NA           26.90000 expectation   index  92.9
#> 580  2012-12-01          NA           29.00000 expectation   index  95.2
#> 581  2013-01-01          NA           93.70000 expectation   index  96.1
#> 582  2013-02-01          NA           97.10000 expectation   index  99.3
#> 583  2013-03-01          NA           92.50000 expectation   index  98.8
#> 584  2013-04-01          NA           36.30000 expectation   index  97.9
#> 585  2013-05-01          NA           79.60000 expectation   index  98.5
#> 586  2013-06-01          NA           75.60000 expectation   index  97.7
#> 587  2013-07-01          NA           96.10000 expectation   index  98.9
#> 588  2013-08-01          NA           97.60000 expectation   index 100.4
#> 589  2013-09-01          NA           93.80000 expectation   index 100.9
#> 590  2013-10-01          NA           85.40000 expectation   index  99.8
#> 591  2013-11-01          NA           93.70000 expectation   index 101.3
#> 592  2013-12-01          NA           95.40000 expectation   index 101.7
#> 593  2014-01-01          NA           97.00000 expectation   index 102.7
#> 594  2014-02-01          NA           91.30000 expectation   index 102.8
#> 595  2014-03-01          NA           80.80000 expectation   index 101.8
#> 596  2014-04-01          NA           94.20000 expectation   index 102.0
#> 597  2014-05-01          NA           46.90000 expectation   index 100.6
#> 598  2014-06-01          NA           44.90000 expectation   index 100.2
#> 599  2014-07-01          NA           39.40000 expectation   index  99.8
#> 600  2014-08-01          NA           13.10000 expectation   index  98.0
#> 601  2014-09-01          NA            9.30000 expectation   index  97.0
#> 602  2014-10-01          NA            2.70000 expectation   index  95.9
#> 603  2014-11-01          NA            8.10000 expectation   index  96.0
#> 604  2014-12-01          NA           89.00000 expectation   index  98.1
#> 605  2015-01-01          NA           90.50000 expectation   index  98.8
#> 606  2015-02-01          NA           84.60000 expectation   index  99.5
#> 607  2015-03-01          NA           84.40000 expectation   index  99.6
#> 608  2015-04-01          NA           95.80000 expectation   index 100.0
#> 609  2015-05-01          NA           96.10000 expectation   index 100.2
#> 610  2015-06-01          NA           94.00000 expectation   index 100.1
#> 611  2015-07-01          NA           72.70000 expectation   index  98.8
#> 612  2015-08-01          NA           95.60000 expectation   index 100.3
#> 613  2015-09-01          NA           72.10000 expectation   index  99.3
#> 614  2015-10-01          NA           87.50000 expectation   index 101.0
#> 615  2015-11-01          NA           88.10000 expectation   index 101.6
#> 616  2015-12-01          NA           77.60000 expectation   index 100.7
#> 617  2016-01-01          NA           26.20000 expectation   index  99.3
#> 618  2016-02-01          NA           11.50000 expectation   index  97.6
#> 619  2016-03-01          NA           22.50000 expectation   index  98.8
#> 620  2016-04-01          NA           66.70000 expectation   index  99.9
#> 621  2016-05-01          NA           71.90000 expectation   index  99.4
#> 622  2016-06-01          NA           91.80000 expectation   index  99.0
#> 623  2016-07-01          NA           87.50000 expectation   index 100.1
#> 624  2016-08-01          NA           82.10000 expectation   index  99.8
#> 625  2016-09-01          NA           93.60000 expectation   index 101.0
#> 626  2016-10-01          NA           93.80000 expectation   index 101.9
#> 627  2016-11-01          NA           92.90000 expectation   index 101.1
#> 628  2016-12-01          NA           71.10000 expectation   index 100.1
#> 629  2017-01-01          NA           65.10000 expectation   index 100.7
#> 630  2017-02-01          NA           67.40000 expectation   index 100.0
#> 631  2017-03-01          NA           78.40000 expectation   index 100.4
#> 632  2017-04-01          NA           97.40000 expectation   index 102.2
#> 633  2017-05-01          NA           88.80000 expectation   index 101.0
#> 634  2017-06-01          NA           93.80000 expectation   index 100.7
#> 635  2017-07-01          NA           97.60000 expectation   index 101.0
#> 636  2017-08-01          NA           91.70000 expectation   index 101.7
#> 637  2017-09-01          NA           89.10000 expectation   index 101.9
#> 638  2017-10-01          NA           94.80000 expectation   index 102.4
#> 639  2017-11-01          NA           92.30000 expectation   index 103.4
#> 640  2017-12-01          NA           84.00000 expectation   index 102.4
#> 641  2018-01-01          NA           76.50000 expectation   index 101.6
#> 642  2018-02-01          NA           47.00000 expectation   index 100.5
#> 643  2018-03-01          NA           26.90000 expectation   index 101.0
#> 644  2018-04-01          NA            7.60000 expectation   index 100.6
#> 645  2018-05-01          NA           18.50000 expectation   index  99.1
#> 646  2018-06-01          NA           14.70000 expectation   index  97.7
#> 647  2018-07-01          NA           21.40000 expectation   index  97.5
#> 648  2018-08-01          NA           93.30000 expectation   index 100.7
#> 649  2018-09-01          NA           85.00000 expectation   index 100.5
#> 650  2018-10-01          NA           52.80000 expectation   index  99.6
#> 651  2018-11-01          NA           23.50000 expectation   index  98.6
#> 652  2018-12-01          NA            8.70000 expectation   index  97.2
#> 653  2019-01-01          NA            1.20000 expectation   index  94.4
#> 654  2019-02-01          NA            4.00000 expectation   index  93.9
#> 655  2019-03-01          NA           43.50000 expectation   index  95.8
#> 656  2019-04-01        52.6           29.70000 expectation   index  97.0
#> 657  2019-05-01        52.5            6.90000 expectation   index  95.3
#> 658  2019-06-01        53.3            8.60000 expectation   index  92.7
#> 659  2019-07-01        54.4            1.30000 expectation   index  91.2
#> 660  2019-08-01        55.0            1.30000 expectation   index  91.1
#> 661  2019-09-01        55.7           18.30000 expectation   index  90.9
#> 662  2019-10-01        56.2           27.10000 expectation   index  92.1
#> 663  2019-11-01        56.0           46.70000 expectation   index  92.5
#> 664  2019-12-01        55.9           89.10000 expectation   index  93.9
#> 665  2020-01-01        55.1           74.80000 expectation   index  92.5
#> 666  2020-02-01        55.3           77.70000 expectation   index  92.9
#> 667  2020-03-01        65.0            0.70000 expectation   index  80.1
#> 668  2020-04-01        74.2            0.00000 expectation   index  71.0
#> 669  2020-05-01        70.9           92.80000 expectation   index  80.5
#> 670  2020-06-01        67.9           86.10000 expectation   index  90.1
#> 671  2020-07-01        66.2           99.90000 expectation   index  94.9
#> 672  2020-08-01        65.5           99.20000 expectation   index  96.7
#> 673  2020-09-01        64.1           96.40000 expectation   index  97.6
#> 674  2020-10-01        64.4           80.80000 expectation   index  95.5
#> 675  2020-11-01        66.0           26.50000 expectation   index  93.0
#> 676  2020-12-01        65.4           63.70000 expectation   index  94.5
#> 677  2021-01-01        66.1           11.60000 expectation   index  91.5
#> 678  2021-02-01        65.4           70.00000 expectation   index  94.3
#> 679  2021-03-01        64.2           99.10000 expectation   index  99.2
#> 680  2021-04-01        64.5           91.80000 expectation   index  97.8
#> 681  2021-05-01        62.0           98.80000 expectation   index 100.9
#> 682  2021-06-01        59.9           99.20000 expectation   index 102.2
#> 683  2021-07-01        60.9           75.90000 expectation   index 101.0
#> 684  2021-08-01        61.1           33.90000 expectation   index  98.6
#> 685  2021-09-01        61.5           16.60000 expectation   index  99.1
#> 686  2021-10-01        60.5            6.01438 expectation   index  97.1
#> 687  2021-11-01        62.8            3.40737 expectation   index  95.0
#> 688  2021-12-01        62.7            1.33428 expectation   index  93.1
#> 689  2022-01-01        62.7           20.06246 expectation   index  95.4
#> 690  2022-02-01        61.7           88.96644 expectation   index  98.0
#> 691  2022-03-01        69.2            1.23274 expectation   index  83.4
#> 692  2022-04-01        67.9           20.04043 expectation   index  85.5
#> 693  2022-05-01        66.6           55.16705 expectation   index  85.6
#> 694  2022-06-01        65.4           34.96150 expectation   index  85.4
#> 695  2022-07-01        69.0            1.67616 expectation   index  80.5
#> 696  2022-08-01        68.4            8.10000 expectation   index  81.5
#> 697  2022-09-01        70.1            0.31083 expectation   index  77.3
#> 698  2022-10-01        70.2            8.46338 expectation   index  77.2
#> 699  2022-11-01        69.8           52.45350 expectation   index  80.8
#> 700  2022-12-01        68.3           91.17032 expectation   index  84.1
#> 701  2023-01-01        67.2           96.20105 expectation   index  86.3
#> 702  2023-02-01        66.0           95.10463 expectation   index  87.9
#> 703  2023-03-01        64.5           98.29464 expectation   index  90.0
#> 704  2023-04-01        65.2           92.49901 expectation   index  90.7
#> 705  2023-05-01        65.7           49.37031 expectation   index  87.4
#> 706  2023-06-01        65.2            4.32163 expectation   index  83.3
#> 707  2023-07-01        65.2            3.94804 expectation   index  83.7
#> 708  2023-08-01        65.7            2.60000 expectation   index  83.0
#> 709  2023-09-01        65.9           11.10412 expectation   index  83.5
#> 710  2023-10-01        66.0           42.24217 expectation   index  84.9
#> 711  2023-11-01        65.8           54.87410 expectation   index  85.1
#> 712  2023-12-01        65.5           32.97091 expectation   index  84.7
#> 713  2024-01-01        67.5           14.83564 expectation   index  83.9
#> 714  2024-02-01        66.8           26.60000 expectation   index  84.5
#> 715  2024-03-01        65.9           81.29399 expectation   index  87.6
#> 716  2024-04-01        65.3           93.64449 expectation   index  89.3
#> 717  2024-05-01        65.0           85.44235 expectation   index  89.7
#> 718  2024-06-01        65.1           64.66690 expectation   index  88.5
#> 719  2024-07-01        64.5           23.11533 expectation   index  87.0
#> 720  2024-08-01        64.8           20.80000 expectation   index  86.9
#> 721  2024-09-01        65.7            9.35941 expectation   index  86.5
#> 722  2024-10-01        66.2           39.98913 expectation   index  87.4
#> 723  2024-11-01        65.9           23.17931 expectation   index  87.0
#> 724  2024-12-01        66.6           13.01194 expectation   index  84.4
#> 725  2025-01-01        65.5           26.86055 expectation   index  84.3
#> 726  2025-02-01        66.6           30.17913 expectation   index  85.4
#> 727  2005-01-01          NA           83.10000     climate balance   1.5
#> 728  2005-02-01          NA           50.40000     climate balance   1.1
#> 729  2005-03-01          NA            4.90000     climate balance  -3.2
#> 730  2005-04-01          NA           18.70000     climate balance  -3.5
#> 731  2005-05-01          NA           11.70000     climate balance  -4.7
#> 732  2005-06-01          NA           32.10000     climate balance  -4.7
#> 733  2005-07-01          NA           91.20000     climate balance  -0.8
#> 734  2005-08-01          NA           96.00000     climate balance   1.2
#> 735  2005-09-01          NA           96.70000     climate balance   3.1
#> 736  2005-10-01          NA           99.40000     climate balance   6.4
#> 737  2005-11-01          NA           96.70000     climate balance   7.5
#> 738  2005-12-01          NA           91.10000     climate balance   7.7
#> 739  2006-01-01          NA           98.20000     climate balance  11.0
#> 740  2006-02-01          NA           98.90000     climate balance  13.6
#> 741  2006-03-01          NA           95.30000     climate balance  14.3
#> 742  2006-04-01          NA           91.40000     climate balance  14.0
#> 743  2006-05-01          NA           97.10000     climate balance  16.1
#> 744  2006-06-01          NA           94.50000     climate balance  16.5
#> 745  2006-07-01          NA           79.20000     climate balance  16.0
#> 746  2006-08-01          NA           75.30000     climate balance  15.7
#> 747  2006-09-01          NA           85.20000     climate balance  16.5
#> 748  2006-10-01          NA           90.00000     climate balance  17.3
#> 749  2006-11-01          NA           98.00000     climate balance  20.3
#> 750  2006-12-01          NA           98.00000     climate balance  22.5
#> 751  2007-01-01          NA           87.70000     climate balance  21.8
#> 752  2007-02-01          NA           26.40000     climate balance  18.8
#> 753  2007-03-01          NA           62.90000     climate balance  20.1
#> 754  2007-04-01          NA           85.40000     climate balance  20.8
#> 755  2007-05-01          NA           88.60000     climate balance  21.1
#> 756  2007-06-01          NA           45.70000     climate balance  18.5
#> 757  2007-07-01          NA           51.90000     climate balance  19.0
#> 758  2007-08-01          NA           41.00000     climate balance  18.2
#> 759  2007-09-01          NA           29.30000     climate balance  17.0
#> 760  2007-10-01          NA           57.80000     climate balance  18.2
#> 761  2007-11-01          NA           16.70000     climate balance  15.8
#> 762  2007-12-01          NA           21.30000     climate balance  16.0
#> 763  2008-01-01          NA           19.20000     climate balance  14.6
#> 764  2008-02-01          NA           26.10000     climate balance  14.6
#> 765  2008-03-01          NA           31.80000     climate balance  14.5
#> 766  2008-04-01          NA           26.20000     climate balance  12.1
#> 767  2008-05-01          NA           17.40000     climate balance  11.5
#> 768  2008-06-01          NA            7.20000     climate balance   9.1
#> 769  2008-07-01          NA            0.20000     climate balance   2.0
#> 770  2008-08-01          NA            2.30000     climate balance   0.1
#> 771  2008-09-01          NA            7.90000     climate balance  -0.7
#> 772  2008-10-01          NA            0.00000     climate balance  -9.6
#> 773  2008-11-01          NA            0.20000     climate balance -15.6
#> 774  2008-12-01          NA            0.10000     climate balance -23.2
#> 775  2009-01-01          NA           29.40000     climate balance -21.4
#> 776  2009-02-01          NA           21.70000     climate balance -22.1
#> 777  2009-03-01          NA            5.40000     climate balance -25.9
#> 778  2009-04-01          NA           78.40000     climate balance -21.9
#> 779  2009-05-01          NA           86.80000     climate balance -20.7
#> 780  2009-06-01          NA           99.50000     climate balance -16.9
#> 781  2009-07-01          NA           98.00000     climate balance -14.0
#> 782  2009-08-01          NA           99.80000     climate balance  -8.6
#> 783  2009-09-01          NA           99.70000     climate balance  -4.8
#> 784  2009-10-01          NA           93.20000     climate balance  -4.3
#> 785  2009-11-01          NA           98.60000     climate balance  -1.5
#> 786  2009-12-01          NA           93.50000     climate balance  -1.1
#> 787  2010-01-01          NA           80.60000     climate balance  -1.8
#> 788  2010-02-01          NA           76.50000     climate balance  -1.7
#> 789  2010-03-01          NA           96.80000     climate balance   1.5
#> 790  2010-04-01          NA          100.00000     climate balance   8.7
#> 791  2010-05-01          NA           96.40000     climate balance   8.8
#> 792  2010-06-01          NA           97.30000     climate balance  10.3
#> 793  2010-07-01          NA           99.80000     climate balance  15.3
#> 794  2010-08-01          NA           98.80000     climate balance  18.1
#> 795  2010-09-01          NA           96.50000     climate balance  20.0
#> 796  2010-10-01          NA           99.20000     climate balance  22.5
#> 797  2010-11-01          NA           99.40000     climate balance  26.1
#> 798  2010-12-01          NA           85.70000     climate balance  25.1
#> 799  2011-01-01          NA           27.40000     climate balance  22.2
#> 800  2011-02-01          NA           70.80000     climate balance  24.2
#> 801  2011-03-01          NA           53.30000     climate balance  23.3
#> 802  2011-04-01          NA           72.40000     climate balance  23.3
#> 803  2011-05-01          NA           81.40000     climate balance  24.1
#> 804  2011-06-01          NA           60.20000     climate balance  22.8
#> 805  2011-07-01          NA           82.00000     climate balance  23.4
#> 806  2011-08-01          NA            4.40000     climate balance  17.7
#> 807  2011-09-01          NA            1.50000     climate balance  14.2
#> 808  2011-10-01          NA           10.00000     climate balance  14.0
#> 809  2011-11-01          NA           26.90000     climate balance  14.5
#> 810  2011-12-01          NA           29.00000     climate balance  14.4
#> 811  2012-01-01          NA           27.40000     climate balance  15.2
#> 812  2012-02-01          NA           70.80000     climate balance  17.1
#> 813  2012-03-01          NA           53.30000     climate balance  17.5
#> 814  2012-04-01          NA           72.40000     climate balance  18.7
#> 815  2012-05-01          NA           81.40000     climate balance  16.1
#> 816  2012-06-01          NA           60.20000     climate balance  11.7
#> 817  2012-07-01          NA           82.00000     climate balance   8.9
#> 818  2012-08-01          NA            4.40000     climate balance   7.8
#> 819  2012-09-01          NA            1.50000     climate balance   7.2
#> 820  2012-10-01          NA           10.00000     climate balance   7.0
#> 821  2012-11-01          NA           26.90000     climate balance   5.6
#> 822  2012-12-01          NA           29.00000     climate balance   8.5
#> 823  2013-01-01          NA           93.70000     climate balance  10.6
#> 824  2013-02-01          NA           97.10000     climate balance  12.8
#> 825  2013-03-01          NA           92.50000     climate balance  13.2
#> 826  2013-04-01          NA           36.30000     climate balance   9.7
#> 827  2013-05-01          NA           79.60000     climate balance  12.2
#> 828  2013-06-01          NA           75.60000     climate balance  10.9
#> 829  2013-07-01          NA           96.10000     climate balance  14.2
#> 830  2013-08-01          NA           97.60000     climate balance  15.7
#> 831  2013-09-01          NA           93.80000     climate balance  16.4
#> 832  2013-10-01          NA           85.40000     climate balance  16.1
#> 833  2013-11-01          NA           93.70000     climate balance  17.6
#> 834  2013-12-01          NA           95.40000     climate balance  19.4
#> 835  2014-01-01          NA           97.00000     climate balance  21.6
#> 836  2014-02-01          NA           91.30000     climate balance  21.5
#> 837  2014-03-01          NA           80.80000     climate balance  21.2
#> 838  2014-04-01          NA           94.20000     climate balance  23.1
#> 839  2014-05-01          NA           46.90000     climate balance  18.8
#> 840  2014-06-01          NA           44.90000     climate balance  18.1
#> 841  2014-07-01          NA           39.40000     climate balance  17.4
#> 842  2014-08-01          NA           13.10000     climate balance  14.9
#> 843  2014-09-01          NA            9.30000     climate balance  13.5
#> 844  2014-10-01          NA            2.70000     climate balance  10.4
#> 845  2014-11-01          NA            8.10000     climate balance   9.9
#> 846  2014-12-01          NA           89.00000     climate balance  14.7
#> 847  2015-01-01          NA           90.50000     climate balance  16.0
#> 848  2015-02-01          NA           84.60000     climate balance  16.0
#> 849  2015-03-01          NA           84.40000     climate balance  16.5
#> 850  2015-04-01          NA           95.80000     climate balance  18.9
#> 851  2015-05-01          NA           96.10000     climate balance  19.4
#> 852  2015-06-01          NA           94.00000     climate balance  18.9
#> 853  2015-07-01          NA           72.70000     climate balance  17.8
#> 854  2015-08-01          NA           95.60000     climate balance  19.9
#> 855  2015-09-01          NA           72.10000     climate balance  18.8
#> 856  2015-10-01          NA           87.50000     climate balance  19.9
#> 857  2015-11-01          NA           88.10000     climate balance  20.8
#> 858  2015-12-01          NA           77.60000     climate balance  20.0
#> 859  2016-01-01          NA           26.20000     climate balance  18.0
#> 860  2016-02-01          NA           11.50000     climate balance  15.8
#> 861  2016-03-01          NA           22.50000     climate balance  16.6
#> 862  2016-04-01          NA           66.70000     climate balance  18.7
#> 863  2016-05-01          NA           71.90000     climate balance  18.1
#> 864  2016-06-01          NA           91.80000     climate balance  18.6
#> 865  2016-07-01          NA           87.50000     climate balance  18.6
#> 866  2016-08-01          NA           82.10000     climate balance  17.8
#> 867  2016-09-01          NA           93.60000     climate balance  20.4
#> 868  2016-10-01          NA           93.80000     climate balance  21.4
#> 869  2016-11-01          NA           92.90000     climate balance  22.1
#> 870  2016-12-01          NA           71.10000     climate balance  20.6
#> 871  2017-01-01          NA           65.10000     climate balance  21.4
#> 872  2017-02-01          NA           67.40000     climate balance  21.4
#> 873  2017-03-01          NA           78.40000     climate balance  22.6
#> 874  2017-04-01          NA           97.40000     climate balance  26.5
#> 875  2017-05-01          NA           88.80000     climate balance  24.4
#> 876  2017-06-01          NA           93.80000     climate balance  24.5
#> 877  2017-07-01          NA           97.60000     climate balance  26.9
#> 878  2017-08-01          NA           91.70000     climate balance  26.5
#> 879  2017-09-01          NA           89.10000     climate balance  27.1
#> 880  2017-10-01          NA           94.80000     climate balance  28.1
#> 881  2017-11-01          NA           92.30000     climate balance  29.5
#> 882  2017-12-01          NA           84.00000     climate balance  28.9
#> 883  2018-01-01          NA           76.50000     climate balance  29.4
#> 884  2018-02-01          NA           47.00000     climate balance  27.4
#> 885  2018-03-01          NA           26.90000     climate balance  27.0
#> 886  2018-04-01          NA            7.60000     climate balance  26.1
#> 887  2018-05-01          NA           18.50000     climate balance  24.8
#> 888  2018-06-01          NA           14.70000     climate balance  22.2
#> 889  2018-07-01          NA           21.40000     climate balance  22.2
#> 890  2018-08-01          NA           93.30000     climate balance  26.8
#> 891  2018-09-01          NA           85.00000     climate balance  26.9
#> 892  2018-10-01          NA           52.80000     climate balance  24.9
#> 893  2018-11-01          NA           23.50000     climate balance  23.7
#> 894  2018-12-01          NA            8.70000     climate balance  21.1
#> 895  2019-01-01          NA            1.20000     climate balance  17.5
#> 896  2019-02-01          NA            4.00000     climate balance  15.7
#> 897  2019-03-01          NA           43.50000     climate balance  18.2
#> 898  2019-04-01        52.6           29.70000     climate balance  19.9
#> 899  2019-05-01        52.5            6.90000     climate balance  14.9
#> 900  2019-06-01        53.3            8.60000     climate balance  11.7
#> 901  2019-07-01        54.4            1.30000     climate balance   8.8
#> 902  2019-08-01        55.0            1.30000     climate balance   5.8
#> 903  2019-09-01        55.7           18.30000     climate balance   7.2
#> 904  2019-10-01        56.2           27.10000     climate balance   7.6
#> 905  2019-11-01        56.0           46.70000     climate balance   8.4
#> 906  2019-12-01        55.9           89.10000     climate balance  10.8
#> 907  2020-01-01        55.1           74.80000     climate balance   9.8
#> 908  2020-02-01        55.3           77.70000     climate balance   9.7
#> 909  2020-03-01        65.0            0.70000     climate balance -11.5
#> 910  2020-04-01        74.2            0.00000     climate balance -36.1
#> 911  2020-05-01        70.9           92.80000     climate balance -26.1
#> 912  2020-06-01        67.9           86.10000     climate balance -13.4
#> 913  2020-07-01        66.2           99.90000     climate balance  -4.5
#> 914  2020-08-01        65.5           99.20000     climate balance   1.3
#> 915  2020-09-01        64.1           96.40000     climate balance   4.3
#> 916  2020-10-01        64.4           80.80000     climate balance   3.3
#> 917  2020-11-01        66.0           26.50000     climate balance   0.4
#> 918  2020-12-01        65.4           63.70000     climate balance   3.5
#> 919  2021-01-01        66.1           11.60000     climate balance  -2.0
#> 920  2021-02-01        65.4           70.00000     climate balance   2.5
#> 921  2021-03-01        64.2           99.10000     climate balance  10.2
#> 922  2021-04-01        64.5           91.80000     climate balance   9.7
#> 923  2021-05-01        62.0           98.80000     climate balance  14.8
#> 924  2021-06-01        59.9           99.20000     climate balance  20.8
#> 925  2021-07-01        60.9           75.90000     climate balance  20.3
#> 926  2021-08-01        61.1           33.90000     climate balance  18.9
#> 927  2021-09-01        61.5           16.60000     climate balance  18.7
#> 928  2021-10-01        60.5            6.01438     climate balance  16.0
#> 929  2021-11-01        62.8            3.40737     climate balance  12.5
#> 930  2021-12-01        62.7            1.33428     climate balance   8.1
#> 931  2022-01-01        62.7           20.06246     climate balance   9.9
#> 932  2022-02-01        61.7           88.96644     climate balance  15.3
#> 933  2022-03-01        69.2            1.23274     climate balance  -3.3
#> 934  2022-04-01        67.9           20.04043     climate balance  -0.7
#> 935  2022-05-01        66.6           55.16705     climate balance   1.8
#> 936  2022-06-01        65.4           34.96150     climate balance   1.4
#> 937  2022-07-01        69.0            1.67616     climate balance  -6.0
#> 938  2022-08-01        68.4            8.10000     climate balance  -4.9
#> 939  2022-09-01        70.1            0.31083     climate balance -12.8
#> 940  2022-10-01        70.2            8.46338     climate balance -13.4
#> 941  2022-11-01        69.8           52.45350     climate balance -10.2
#> 942  2022-12-01        68.3           91.17032     climate balance  -5.3
#> 943  2023-01-01        67.2           96.20105     climate balance  -2.6
#> 944  2023-02-01        66.0           95.10463     climate balance  -1.1
#> 945  2023-03-01        64.5           98.29464     climate balance   2.6
#> 946  2023-04-01        65.2           92.49901     climate balance   3.0
#> 947  2023-05-01        65.7           49.37031     climate balance  -1.1
#> 948  2023-06-01        65.2            4.32163     climate balance  -6.9
#> 949  2023-07-01        65.2            3.94804     climate balance  -8.8
#> 950  2023-08-01        65.7            2.60000     climate balance -12.2
#> 951  2023-09-01        65.9           11.10412     climate balance -11.8
#> 952  2023-10-01        66.0           42.24217     climate balance  -9.8
#> 953  2023-11-01        65.8           54.87410     climate balance  -9.3
#> 954  2023-12-01        65.5           32.97091     climate balance -10.6
#> 955  2024-01-01        67.5           14.83564     climate balance -13.3
#> 956  2024-02-01        66.8           26.60000     climate balance -12.5
#> 957  2024-03-01        65.9           81.29399     climate balance  -8.1
#> 958  2024-04-01        65.3           93.64449     climate balance  -5.4
#> 959  2024-05-01        65.0           85.44235     climate balance  -5.5
#> 960  2024-06-01        65.1           64.66690     climate balance  -6.8
#> 961  2024-07-01        64.5           23.11533     climate balance  -9.7
#> 962  2024-08-01        64.8           20.80000     climate balance -10.7
#> 963  2024-09-01        65.7            9.35941     climate balance -13.3
#> 964  2024-10-01        66.2           39.98913     climate balance -10.9
#> 965  2024-11-01        65.9           23.17931     climate balance -12.9
#> 966  2024-12-01        66.6           13.01194     climate balance -14.9
#> 967  2025-01-01        65.5           26.86055     climate balance -13.8
#> 968  2025-02-01        66.6           30.17913     climate balance -13.7
#> 969  2005-01-01          NA           83.10000   situation balance  -0.7
#> 970  2005-02-01          NA           50.40000   situation balance   0.6
#> 971  2005-03-01          NA            4.90000   situation balance  -4.6
#> 972  2005-04-01          NA           18.70000   situation balance  -3.6
#> 973  2005-05-01          NA           11.70000   situation balance  -3.9
#> 974  2005-06-01          NA           32.10000   situation balance  -4.9
#> 975  2005-07-01          NA           91.20000   situation balance  -4.5
#> 976  2005-08-01          NA           96.00000   situation balance  -2.3
#> 977  2005-09-01          NA           96.70000   situation balance   1.3
#> 978  2005-10-01          NA           99.40000   situation balance   2.3
#> 979  2005-11-01          NA           96.70000   situation balance   6.7
#> 980  2005-12-01          NA           91.10000   situation balance   5.8
#> 981  2006-01-01          NA           98.20000   situation balance   9.3
#> 982  2006-02-01          NA           98.90000   situation balance  12.7
#> 983  2006-03-01          NA           95.30000   situation balance  14.4
#> 984  2006-04-01          NA           91.40000   situation balance  14.5
#> 985  2006-05-01          NA           97.10000   situation balance  20.9
#> 986  2006-06-01          NA           94.50000   situation balance  20.5
#> 987  2006-07-01          NA           79.20000   situation balance  22.1
#> 988  2006-08-01          NA           75.30000   situation balance  21.7
#> 989  2006-09-01          NA           85.20000   situation balance  23.3
#> 990  2006-10-01          NA           90.00000   situation balance  25.2
#> 991  2006-11-01          NA           98.00000   situation balance  27.8
#> 992  2006-12-01          NA           98.00000   situation balance  30.8
#> 993  2007-01-01          NA           87.70000   situation balance  28.1
#> 994  2007-02-01          NA           26.40000   situation balance  25.3
#> 995  2007-03-01          NA           62.90000   situation balance  27.4
#> 996  2007-04-01          NA           85.40000   situation balance  29.5
#> 997  2007-05-01          NA           88.60000   situation balance  29.0
#> 998  2007-06-01          NA           45.70000   situation balance  25.4
#> 999  2007-07-01          NA           51.90000   situation balance  26.1
#> 1000 2007-08-01          NA           41.00000   situation balance  25.7
#> 1001 2007-09-01          NA           29.30000   situation balance  25.3
#> 1002 2007-10-01          NA           57.80000   situation balance  27.1
#> 1003 2007-11-01          NA           16.70000   situation balance  24.9
#> 1004 2007-12-01          NA           21.30000   situation balance  22.8
#> 1005 2008-01-01          NA           19.20000   situation balance  25.0
#> 1006 2008-02-01          NA           26.10000   situation balance  25.3
#> 1007 2008-03-01          NA           31.80000   situation balance  25.5
#> 1008 2008-04-01          NA           26.20000   situation balance  24.2
#> 1009 2008-05-01          NA           17.40000   situation balance  23.2
#> 1010 2008-06-01          NA            7.20000   situation balance  21.1
#> 1011 2008-07-01          NA            0.20000   situation balance  13.4
#> 1012 2008-08-01          NA            2.30000   situation balance  12.8
#> 1013 2008-09-01          NA            7.90000   situation balance  10.1
#> 1014 2008-10-01          NA            0.00000   situation balance   6.3
#> 1015 2008-11-01          NA            0.20000   situation balance  -1.1
#> 1016 2008-12-01          NA            0.10000   situation balance -12.0
#> 1017 2009-01-01          NA           29.40000   situation balance -12.9
#> 1018 2009-02-01          NA           21.70000   situation balance -17.4
#> 1019 2009-03-01          NA            5.40000   situation balance -23.6
#> 1020 2009-04-01          NA           78.40000   situation balance -21.5
#> 1021 2009-05-01          NA           86.80000   situation balance -22.9
#> 1022 2009-06-01          NA           99.50000   situation balance -22.6
#> 1023 2009-07-01          NA           98.00000   situation balance -20.9
#> 1024 2009-08-01          NA           99.80000   situation balance -17.2
#> 1025 2009-09-01          NA           99.70000   situation balance -15.0
#> 1026 2009-10-01          NA           93.20000   situation balance -13.7
#> 1027 2009-11-01          NA           98.60000   situation balance -11.2
#> 1028 2009-12-01          NA           93.50000   situation balance  -8.9
#> 1029 2010-01-01          NA           80.60000   situation balance  -8.8
#> 1030 2010-02-01          NA           76.50000   situation balance  -7.5
#> 1031 2010-03-01          NA           96.80000   situation balance  -5.6
#> 1032 2010-04-01          NA          100.00000   situation balance   5.5
#> 1033 2010-05-01          NA           96.40000   situation balance   7.1
#> 1034 2010-06-01          NA           97.30000   situation balance  10.4
#> 1035 2010-07-01          NA           99.80000   situation balance  16.2
#> 1036 2010-08-01          NA           98.80000   situation balance  18.7
#> 1037 2010-09-01          NA           96.50000   situation balance  23.0
#> 1038 2010-10-01          NA           99.20000   situation balance  25.3
#> 1039 2010-11-01          NA           99.40000   situation balance  29.7
#> 1040 2010-12-01          NA           85.70000   situation balance  28.8
#> 1041 2011-01-01          NA           27.40000   situation balance  27.3
#> 1042 2011-02-01          NA           70.80000   situation balance  32.6
#> 1043 2011-03-01          NA           53.30000   situation balance  32.1
#> 1044 2011-04-01          NA           72.40000   situation balance  33.9
#> 1045 2011-05-01          NA           81.40000   situation balance  36.0
#> 1046 2011-06-01          NA           60.20000   situation balance  33.6
#> 1047 2011-07-01          NA           82.00000   situation balance  35.0
#> 1048 2011-08-01          NA            4.40000   situation balance  32.7
#> 1049 2011-09-01          NA            1.50000   situation balance  28.3
#> 1050 2011-10-01          NA           10.00000   situation balance  28.3
#> 1051 2011-11-01          NA           26.90000   situation balance  29.7
#> 1052 2011-12-01          NA           29.00000   situation balance  29.8
#> 1053 2012-01-01          NA           27.40000   situation balance  28.3
#> 1054 2012-02-01          NA           70.80000   situation balance  29.7
#> 1055 2012-03-01          NA           53.30000   situation balance  28.5
#> 1056 2012-04-01          NA           72.40000   situation balance  31.5
#> 1057 2012-05-01          NA           81.40000   situation balance  30.0
#> 1058 2012-06-01          NA           60.20000   situation balance  25.4
#> 1059 2012-07-01          NA           82.00000   situation balance  22.1
#> 1060 2012-08-01          NA            4.40000   situation balance  21.7
#> 1061 2012-09-01          NA            1.50000   situation balance  19.3
#> 1062 2012-10-01          NA           10.00000   situation balance  18.1
#> 1063 2012-11-01          NA           26.90000   situation balance  16.9
#> 1064 2012-12-01          NA           29.00000   situation balance  17.8
#> 1065 2013-01-01          NA           93.70000   situation balance  20.0
#> 1066 2013-02-01          NA           97.10000   situation balance  17.3
#> 1067 2013-03-01          NA           92.50000   situation balance  19.4
#> 1068 2013-04-01          NA           36.30000   situation balance  14.3
#> 1069 2013-05-01          NA           79.60000   situation balance  18.1
#> 1070 2013-06-01          NA           75.60000   situation balance  17.1
#> 1071 2013-07-01          NA           96.10000   situation balance  21.4
#> 1072 2013-08-01          NA           97.60000   situation balance  20.8
#> 1073 2013-09-01          NA           93.80000   situation balance  21.2
#> 1074 2013-10-01          NA           85.40000   situation balance  23.2
#> 1075 2013-11-01          NA           93.70000   situation balance  22.9
#> 1076 2013-12-01          NA           95.40000   situation balance  25.8
#> 1077 2014-01-01          NA           97.00000   situation balance  28.1
#> 1078 2014-02-01          NA           91.30000   situation balance  27.7
#> 1079 2014-03-01          NA           80.80000   situation balance  29.1
#> 1080 2014-04-01          NA           94.20000   situation balance  32.7
#> 1081 2014-05-01          NA           46.90000   situation balance  27.1
#> 1082 2014-06-01          NA           44.90000   situation balance  26.4
#> 1083 2014-07-01          NA           39.40000   situation balance  26.0
#> 1084 2014-08-01          NA           13.10000   situation balance  24.8
#> 1085 2014-09-01          NA            9.30000   situation balance  24.1
#> 1086 2014-10-01          NA            2.70000   situation balance  20.3
#> 1087 2014-11-01          NA            8.10000   situation balance  18.9
#> 1088 2014-12-01          NA           89.00000   situation balance  24.0
#> 1089 2015-01-01          NA           90.50000   situation balance  25.1
#> 1090 2015-02-01          NA           84.60000   situation balance  23.6
#> 1091 2015-03-01          NA           84.40000   situation balance  24.4
#> 1092 2015-04-01          NA           95.80000   situation balance  28.5
#> 1093 2015-05-01          NA           96.10000   situation balance  29.1
#> 1094 2015-06-01          NA           94.00000   situation balance  28.3
#> 1095 2015-07-01          NA           72.70000   situation balance  29.2
#> 1096 2015-08-01          NA           95.60000   situation balance  29.8
#> 1097 2015-09-01          NA           72.10000   situation balance  30.0
#> 1098 2015-10-01          NA           87.50000   situation balance  28.3
#> 1099 2015-11-01          NA           88.10000   situation balance  28.8
#> 1100 2015-12-01          NA           77.60000   situation balance  29.1
#> 1101 2016-01-01          NA           26.20000   situation balance  28.2
#> 1102 2016-02-01          NA           11.50000   situation balance  27.5
#> 1103 2016-03-01          NA           22.50000   situation balance  26.5
#> 1104 2016-04-01          NA           66.70000   situation balance  28.4
#> 1105 2016-05-01          NA           71.90000   situation balance  28.1
#> 1106 2016-06-01          NA           91.80000   situation balance  30.1
#> 1107 2016-07-01          NA           87.50000   situation balance  27.5
#> 1108 2016-08-01          NA           82.10000   situation balance  26.7
#> 1109 2016-09-01          NA           93.60000   situation balance  29.3
#> 1110 2016-10-01          NA           93.80000   situation balance  29.3
#> 1111 2016-11-01          NA           92.90000   situation balance  32.7
#> 1112 2016-12-01          NA           71.10000   situation balance  31.8
#> 1113 2017-01-01          NA           65.10000   situation balance  32.3
#> 1114 2017-02-01          NA           67.40000   situation balance  33.7
#> 1115 2017-03-01          NA           78.40000   situation balance  35.4
#> 1116 2017-04-01          NA           97.40000   situation balance  39.5
#> 1117 2017-05-01          NA           88.80000   situation balance  37.9
#> 1118 2017-06-01          NA           93.80000   situation balance  38.5
#> 1119 2017-07-01          NA           97.60000   situation balance  43.1
#> 1120 2017-08-01          NA           91.70000   situation balance  40.7
#> 1121 2017-09-01          NA           89.10000   situation balance  41.3
#> 1122 2017-10-01          NA           94.80000   situation balance  42.2
#> 1123 2017-11-01          NA           92.30000   situation balance  42.8
#> 1124 2017-12-01          NA           84.00000   situation balance  43.8
#> 1125 2018-01-01          NA           76.50000   situation balance  47.1
#> 1126 2018-02-01          NA           47.00000   situation balance  45.3
#> 1127 2018-03-01          NA           26.90000   situation balance  43.4
#> 1128 2018-04-01          NA            7.60000   situation balance  42.4
#> 1129 2018-05-01          NA           18.50000   situation balance  43.1
#> 1130 2018-06-01          NA           14.70000   situation balance  41.1
#> 1131 2018-07-01          NA           21.40000   situation balance  41.4
#> 1132 2018-08-01          NA           93.30000   situation balance  43.7
#> 1133 2018-09-01          NA           85.00000   situation balance  44.3
#> 1134 2018-10-01          NA           52.80000   situation balance  42.1
#> 1135 2018-11-01          NA           23.50000   situation balance  41.9
#> 1136 2018-12-01          NA            8.70000   situation balance  39.8
#> 1137 2019-01-01          NA            1.20000   situation balance  39.0
#> 1138 2019-02-01          NA            4.00000   situation balance  36.3
#> 1139 2019-03-01          NA           43.50000   situation balance  37.1
#> 1140 2019-04-01        52.6           29.70000   situation balance  37.7
#> 1141 2019-05-01        52.5            6.90000   situation balance  31.1
#> 1142 2019-06-01        53.3            8.60000   situation balance  30.5
#> 1143 2019-07-01        54.4            1.30000   situation balance  27.9
#> 1144 2019-08-01        55.0            1.30000   situation balance  21.8
#> 1145 2019-09-01        55.7           18.30000   situation balance  25.2
#> 1146 2019-10-01        56.2           27.10000   situation balance  23.2
#> 1147 2019-11-01        56.0           46.70000   situation balance  23.9
#> 1148 2019-12-01        55.9           89.10000   situation balance  25.8
#> 1149 2020-01-01        55.1           74.80000   situation balance  27.1
#> 1150 2020-02-01        55.3           77.70000   situation balance  25.7
#> 1151 2020-03-01        65.0            0.70000   situation balance  11.4
#> 1152 2020-04-01        74.2            0.00000   situation balance -19.5
#> 1153 2020-05-01        70.9           92.80000   situation balance -20.9
#> 1154 2020-06-01        67.9           86.10000   situation balance -15.6
#> 1155 2020-07-01        66.2           99.90000   situation balance  -7.9
#> 1156 2020-08-01        65.5           99.20000   situation balance  -0.2
#> 1157 2020-09-01        64.1           96.40000   situation balance   4.0
#> 1158 2020-10-01        64.4           80.80000   situation balance   6.3
#> 1159 2020-11-01        66.0           26.50000   situation balance   5.8
#> 1160 2020-12-01        65.4           63.70000   situation balance   9.1
#> 1161 2021-01-01        66.1           11.60000   situation balance   4.2
#> 1162 2021-02-01        65.4           70.00000   situation balance   7.5
#> 1163 2021-03-01        64.2           99.10000   situation balance  12.4
#> 1164 2021-04-01        64.5           91.80000   situation balance  14.5
#> 1165 2021-05-01        62.0           98.80000   situation balance  18.1
#> 1166 2021-06-01        59.9           99.20000   situation balance  27.4
#> 1167 2021-07-01        60.9           75.90000   situation balance  29.2
#> 1168 2021-08-01        61.1           33.90000   situation balance  31.7
#> 1169 2021-09-01        61.5           16.60000   situation balance  30.0
#> 1170 2021-10-01        60.5            6.01438   situation balance  29.3
#> 1171 2021-11-01        62.8            3.40737   situation balance  26.7
#> 1172 2021-12-01        62.7            1.33428   situation balance  21.8
#> 1173 2022-01-01        62.7           20.06246   situation balance  20.3
#> 1174 2022-02-01        61.7           88.96644   situation balance  25.6
#> 1175 2022-03-01        69.2            1.23274   situation balance  21.2
#> 1176 2022-04-01        67.9           20.04043   situation balance  21.7
#> 1177 2022-05-01        66.6           55.16705   situation balance  27.0
#> 1178 2022-06-01        65.4           34.96150   situation balance  26.5
#> 1179 2022-07-01        69.0            1.67616   situation balance  23.1
#> 1180 2022-08-01        68.4            8.10000   situation balance  22.7
#> 1181 2022-09-01        70.1            0.31083   situation balance  16.3
#> 1182 2022-10-01        70.2            8.46338   situation balance  15.3
#> 1183 2022-11-01        69.8           52.45350   situation balance  12.7
#> 1184 2022-12-01        68.3           91.17032   situation balance  14.8
#> 1185 2023-01-01        67.2           96.20105   situation balance  15.3
#> 1186 2023-02-01        66.0           95.10463   situation balance  14.7
#> 1187 2023-03-01        64.5           98.29464   situation balance  17.4
#> 1188 2023-04-01        65.2           92.49901   situation balance  16.5
#> 1189 2023-05-01        65.7           49.37031   situation balance  15.9
#> 1190 2023-06-01        65.2            4.32163   situation balance  13.4
#> 1191 2023-07-01        65.2            3.94804   situation balance   8.2
#> 1192 2023-08-01        65.7            2.60000   situation balance   2.7
#> 1193 2023-09-01        65.9           11.10412   situation balance   2.3
#> 1194 2023-10-01        66.0           42.24217   situation balance   3.2
#> 1195 2023-11-01        65.8           54.87410   situation balance   3.8
#> 1196 2023-12-01        65.5           32.97091   situation balance   1.8
#> 1197 2024-01-01        67.5           14.83564   situation balance  -1.9
#> 1198 2024-02-01        66.8           26.60000   situation balance  -1.7
#> 1199 2024-03-01        65.9           81.29399   situation balance   0.5
#> 1200 2024-04-01        65.3           93.64449   situation balance   2.3
#> 1201 2024-05-01        65.0           85.44235   situation balance   1.1
#> 1202 2024-06-01        65.1           64.66690   situation balance   1.1
#> 1203 2024-07-01        64.5           23.11533   situation balance  -1.6
#> 1204 2024-08-01        64.8           20.80000   situation balance  -3.2
#> 1205 2024-09-01        65.7            9.35941   situation balance  -7.8
#> 1206 2024-10-01        66.2           39.98913   situation balance  -4.8
#> 1207 2024-11-01        65.9           23.17931   situation balance  -8.1
#> 1208 2024-12-01        66.6           13.01194   situation balance  -6.2
#> 1209 2025-01-01        65.5           26.86055   situation balance  -3.9
#> 1210 2025-02-01        66.6           30.17913   situation balance  -6.3
#> 1211 2005-01-01          NA           83.10000 expectation balance   3.8
#> 1212 2005-02-01          NA           50.40000 expectation balance   1.6
#> 1213 2005-03-01          NA            4.90000 expectation balance  -1.8
#> 1214 2005-04-01          NA           18.70000 expectation balance  -3.5
#> 1215 2005-05-01          NA           11.70000 expectation balance  -5.6
#> 1216 2005-06-01          NA           32.10000 expectation balance  -4.5
#> 1217 2005-07-01          NA           91.20000 expectation balance   3.0
#> 1218 2005-08-01          NA           96.00000 expectation balance   4.8
#> 1219 2005-09-01          NA           96.70000 expectation balance   4.9
#> 1220 2005-10-01          NA           99.40000 expectation balance  10.5
#> 1221 2005-11-01          NA           96.70000 expectation balance   8.2
#> 1222 2005-12-01          NA           91.10000 expectation balance   9.6
#> 1223 2006-01-01          NA           98.20000 expectation balance  12.8
#> 1224 2006-02-01          NA           98.90000 expectation balance  14.5
#> 1225 2006-03-01          NA           95.30000 expectation balance  14.2
#> 1226 2006-04-01          NA           91.40000 expectation balance  13.5
#> 1227 2006-05-01          NA           97.10000 expectation balance  11.4
#> 1228 2006-06-01          NA           94.50000 expectation balance  12.6
#> 1229 2006-07-01          NA           79.20000 expectation balance  10.1
#> 1230 2006-08-01          NA           75.30000 expectation balance   9.8
#> 1231 2006-09-01          NA           85.20000 expectation balance   9.9
#> 1232 2006-10-01          NA           90.00000 expectation balance   9.6
#> 1233 2006-11-01          NA           98.00000 expectation balance  13.1
#> 1234 2006-12-01          NA           98.00000 expectation balance  14.5
#> 1235 2007-01-01          NA           87.70000 expectation balance  15.7
#> 1236 2007-02-01          NA           26.40000 expectation balance  12.5
#> 1237 2007-03-01          NA           62.90000 expectation balance  13.0
#> 1238 2007-04-01          NA           85.40000 expectation balance  12.5
#> 1239 2007-05-01          NA           88.60000 expectation balance  13.5
#> 1240 2007-06-01          NA           45.70000 expectation balance  11.7
#> 1241 2007-07-01          NA           51.90000 expectation balance  12.1
#> 1242 2007-08-01          NA           41.00000 expectation balance  11.0
#> 1243 2007-09-01          NA           29.30000 expectation balance   9.0
#> 1244 2007-10-01          NA           57.80000 expectation balance   9.7
#> 1245 2007-11-01          NA           16.70000 expectation balance   7.0
#> 1246 2007-12-01          NA           21.30000 expectation balance   9.4
#> 1247 2008-01-01          NA           19.20000 expectation balance   4.7
#> 1248 2008-02-01          NA           26.10000 expectation balance   4.4
#> 1249 2008-03-01          NA           31.80000 expectation balance   4.0
#> 1250 2008-04-01          NA           26.20000 expectation balance   0.6
#> 1251 2008-05-01          NA           17.40000 expectation balance   0.5
#> 1252 2008-06-01          NA            7.20000 expectation balance  -2.2
#> 1253 2008-07-01          NA            0.20000 expectation balance  -8.9
#> 1254 2008-08-01          NA            2.30000 expectation balance -11.9
#> 1255 2008-09-01          NA            7.90000 expectation balance -11.0
#> 1256 2008-10-01          NA            0.00000 expectation balance -24.3
#> 1257 2008-11-01          NA            0.20000 expectation balance -29.1
#> 1258 2008-12-01          NA            0.10000 expectation balance -33.8
#> 1259 2009-01-01          NA           29.40000 expectation balance -29.5
#> 1260 2009-02-01          NA           21.70000 expectation balance -26.7
#> 1261 2009-03-01          NA            5.40000 expectation balance -28.1
#> 1262 2009-04-01          NA           78.40000 expectation balance -22.3
#> 1263 2009-05-01          NA           86.80000 expectation balance -18.5
#> 1264 2009-06-01          NA           99.50000 expectation balance -11.0
#> 1265 2009-07-01          NA           98.00000 expectation balance  -6.8
#> 1266 2009-08-01          NA           99.80000 expectation balance   0.3
#> 1267 2009-09-01          NA           99.70000 expectation balance   5.9
#> 1268 2009-10-01          NA           93.20000 expectation balance   5.7
#> 1269 2009-11-01          NA           98.60000 expectation balance   8.7
#> 1270 2009-12-01          NA           93.50000 expectation balance   6.9
#> 1271 2010-01-01          NA           80.60000 expectation balance   5.4
#> 1272 2010-02-01          NA           76.50000 expectation balance   4.3
#> 1273 2010-03-01          NA           96.80000 expectation balance   8.8
#> 1274 2010-04-01          NA          100.00000 expectation balance  12.0
#> 1275 2010-05-01          NA           96.40000 expectation balance  10.6
#> 1276 2010-06-01          NA           97.30000 expectation balance  10.3
#> 1277 2010-07-01          NA           99.80000 expectation balance  14.4
#> 1278 2010-08-01          NA           98.80000 expectation balance  17.5
#> 1279 2010-09-01          NA           96.50000 expectation balance  17.0
#> 1280 2010-10-01          NA           99.20000 expectation balance  19.7
#> 1281 2010-11-01          NA           99.40000 expectation balance  22.5
#> 1282 2010-12-01          NA           85.70000 expectation balance  21.5
#> 1283 2011-01-01          NA           27.40000 expectation balance  17.2
#> 1284 2011-02-01          NA           70.80000 expectation balance  16.2
#> 1285 2011-03-01          NA           53.30000 expectation balance  14.8
#> 1286 2011-04-01          NA           72.40000 expectation balance  13.3
#> 1287 2011-05-01          NA           81.40000 expectation balance  12.8
#> 1288 2011-06-01          NA           60.20000 expectation balance  12.5
#> 1289 2011-07-01          NA           82.00000 expectation balance  12.5
#> 1290 2011-08-01          NA            4.40000 expectation balance   3.6
#> 1291 2011-09-01          NA            1.50000 expectation balance   0.9
#> 1292 2011-10-01          NA           10.00000 expectation balance   0.6
#> 1293 2011-11-01          NA           26.90000 expectation balance   0.2
#> 1294 2011-12-01          NA           29.00000 expectation balance   0.0
#> 1295 2012-01-01          NA           27.40000 expectation balance   2.9
#> 1296 2012-02-01          NA           70.80000 expectation balance   5.2
#> 1297 2012-03-01          NA           53.30000 expectation balance   7.0
#> 1298 2012-04-01          NA           72.40000 expectation balance   6.7
#> 1299 2012-05-01          NA           81.40000 expectation balance   3.1
#> 1300 2012-06-01          NA           60.20000 expectation balance  -1.2
#> 1301 2012-07-01          NA           82.00000 expectation balance  -3.6
#> 1302 2012-08-01          NA            4.40000 expectation balance  -5.3
#> 1303 2012-09-01          NA            1.50000 expectation balance  -4.2
#> 1304 2012-10-01          NA           10.00000 expectation balance  -3.6
#> 1305 2012-11-01          NA           26.90000 expectation balance  -5.2
#> 1306 2012-12-01          NA           29.00000 expectation balance  -0.4
#> 1307 2013-01-01          NA           93.70000 expectation balance   1.6
#> 1308 2013-02-01          NA           97.10000 expectation balance   8.3
#> 1309 2013-03-01          NA           92.50000 expectation balance   7.3
#> 1310 2013-04-01          NA           36.30000 expectation balance   5.2
#> 1311 2013-05-01          NA           79.60000 expectation balance   6.5
#> 1312 2013-06-01          NA           75.60000 expectation balance   4.9
#> 1313 2013-07-01          NA           96.10000 expectation balance   7.3
#> 1314 2013-08-01          NA           97.60000 expectation balance  10.6
#> 1315 2013-09-01          NA           93.80000 expectation balance  11.6
#> 1316 2013-10-01          NA           85.40000 expectation balance   9.2
#> 1317 2013-11-01          NA           93.70000 expectation balance  12.5
#> 1318 2013-12-01          NA           95.40000 expectation balance  13.2
#> 1319 2014-01-01          NA           97.00000 expectation balance  15.4
#> 1320 2014-02-01          NA           91.30000 expectation balance  15.5
#> 1321 2014-03-01          NA           80.80000 expectation balance  13.6
#> 1322 2014-04-01          NA           94.20000 expectation balance  13.9
#> 1323 2014-05-01          NA           46.90000 expectation balance  10.9
#> 1324 2014-06-01          NA           44.90000 expectation balance  10.0
#> 1325 2014-07-01          NA           39.40000 expectation balance   9.2
#> 1326 2014-08-01          NA           13.10000 expectation balance   5.5
#> 1327 2014-09-01          NA            9.30000 expectation balance   3.4
#> 1328 2014-10-01          NA            2.70000 expectation balance   1.0
#> 1329 2014-11-01          NA            8.10000 expectation balance   1.2
#> 1330 2014-12-01          NA           89.00000 expectation balance   5.7
#> 1331 2015-01-01          NA           90.50000 expectation balance   7.3
#> 1332 2015-02-01          NA           84.60000 expectation balance   8.6
#> 1333 2015-03-01          NA           84.40000 expectation balance   8.9
#> 1334 2015-04-01          NA           95.80000 expectation balance   9.7
#> 1335 2015-05-01          NA           96.10000 expectation balance  10.2
#> 1336 2015-06-01          NA           94.00000 expectation balance   9.9
#> 1337 2015-07-01          NA           72.70000 expectation balance   7.1
#> 1338 2015-08-01          NA           95.60000 expectation balance  10.4
#> 1339 2015-09-01          NA           72.10000 expectation balance   8.1
#> 1340 2015-10-01          NA           87.50000 expectation balance  11.9
#> 1341 2015-11-01          NA           88.10000 expectation balance  13.1
#> 1342 2015-12-01          NA           77.60000 expectation balance  11.3
#> 1343 2016-01-01          NA           26.20000 expectation balance   8.2
#> 1344 2016-02-01          NA           11.50000 expectation balance   4.7
#> 1345 2016-03-01          NA           22.50000 expectation balance   7.2
#> 1346 2016-04-01          NA           66.70000 expectation balance   9.5
#> 1347 2016-05-01          NA           71.90000 expectation balance   8.5
#> 1348 2016-06-01          NA           91.80000 expectation balance   7.6
#> 1349 2016-07-01          NA           87.50000 expectation balance   9.9
#> 1350 2016-08-01          NA           82.10000 expectation balance   9.3
#> 1351 2016-09-01          NA           93.60000 expectation balance  11.9
#> 1352 2016-10-01          NA           93.80000 expectation balance  13.8
#> 1353 2016-11-01          NA           92.90000 expectation balance  11.9
#> 1354 2016-12-01          NA           71.10000 expectation balance  10.0
#> 1355 2017-01-01          NA           65.10000 expectation balance  11.1
#> 1356 2017-02-01          NA           67.40000 expectation balance   9.7
#> 1357 2017-03-01          NA           78.40000 expectation balance  10.5
#> 1358 2017-04-01          NA           97.40000 expectation balance  14.3
#> 1359 2017-05-01          NA           88.80000 expectation balance  11.7
#> 1360 2017-06-01          NA           93.80000 expectation balance  11.2
#> 1361 2017-07-01          NA           97.60000 expectation balance  11.8
#> 1362 2017-08-01          NA           91.70000 expectation balance  13.2
#> 1363 2017-09-01          NA           89.10000 expectation balance  13.7
#> 1364 2017-10-01          NA           94.80000 expectation balance  14.8
#> 1365 2017-11-01          NA           92.30000 expectation balance  16.8
#> 1366 2017-12-01          NA           84.00000 expectation balance  14.8
#> 1367 2018-01-01          NA           76.50000 expectation balance  13.0
#> 1368 2018-02-01          NA           47.00000 expectation balance  10.8
#> 1369 2018-03-01          NA           26.90000 expectation balance  11.7
#> 1370 2018-04-01          NA            7.60000 expectation balance  10.9
#> 1371 2018-05-01          NA           18.50000 expectation balance   7.9
#> 1372 2018-06-01          NA           14.70000 expectation balance   4.8
#> 1373 2018-07-01          NA           21.40000 expectation balance   4.5
#> 1374 2018-08-01          NA           93.30000 expectation balance  11.1
#> 1375 2018-09-01          NA           85.00000 expectation balance  10.7
#> 1376 2018-10-01          NA           52.80000 expectation balance   8.9
#> 1377 2018-11-01          NA           23.50000 expectation balance   6.8
#> 1378 2018-12-01          NA            8.70000 expectation balance   3.8
#> 1379 2019-01-01          NA            1.20000 expectation balance  -2.1
#> 1380 2019-02-01          NA            4.00000 expectation balance  -3.2
#> 1381 2019-03-01          NA           43.50000 expectation balance   0.9
#> 1382 2019-04-01        52.6           29.70000 expectation balance   3.4
#> 1383 2019-05-01        52.5            6.90000 expectation balance  -0.1
#> 1384 2019-06-01        53.3            8.60000 expectation balance  -5.7
#> 1385 2019-07-01        54.4            1.30000 expectation balance  -8.7
#> 1386 2019-08-01        55.0            1.30000 expectation balance  -9.0
#> 1387 2019-09-01        55.7           18.30000 expectation balance  -9.3
#> 1388 2019-10-01        56.2           27.10000 expectation balance  -6.9
#> 1389 2019-11-01        56.0           46.70000 expectation balance  -6.1
#> 1390 2019-12-01        55.9           89.10000 expectation balance  -3.1
#> 1391 2020-01-01        55.1           74.80000 expectation balance  -6.1
#> 1392 2020-02-01        55.3           77.70000 expectation balance  -5.2
#> 1393 2020-03-01        65.0            0.70000 expectation balance -32.0
#> 1394 2020-04-01        74.2            0.00000 expectation balance -51.2
#> 1395 2020-05-01        70.9           92.80000 expectation balance -31.2
#> 1396 2020-06-01        67.9           86.10000 expectation balance -11.1
#> 1397 2020-07-01        66.2           99.90000 expectation balance  -1.0
#> 1398 2020-08-01        65.5           99.20000 expectation balance   2.8
#> 1399 2020-09-01        64.1           96.40000 expectation balance   4.7
#> 1400 2020-10-01        64.4           80.80000 expectation balance   0.3
#> 1401 2020-11-01        66.0           26.50000 expectation balance  -5.0
#> 1402 2020-12-01        65.4           63.70000 expectation balance  -1.9
#> 1403 2021-01-01        66.1           11.60000 expectation balance  -8.0
#> 1404 2021-02-01        65.4           70.00000 expectation balance  -2.3
#> 1405 2021-03-01        64.2           99.10000 expectation balance   8.0
#> 1406 2021-04-01        64.5           91.80000 expectation balance   5.1
#> 1407 2021-05-01        62.0           98.80000 expectation balance  11.7
#> 1408 2021-06-01        59.9           99.20000 expectation balance  14.4
#> 1409 2021-07-01        60.9           75.90000 expectation balance  11.8
#> 1410 2021-08-01        61.1           33.90000 expectation balance   6.8
#> 1411 2021-09-01        61.5           16.60000 expectation balance   7.8
#> 1412 2021-10-01        60.5            6.01438 expectation balance   3.6
#> 1413 2021-11-01        62.8            3.40737 expectation balance  -0.8
#> 1414 2021-12-01        62.7            1.33428 expectation balance  -4.7
#> 1415 2022-01-01        62.7           20.06246 expectation balance   0.0
#> 1416 2022-02-01        61.7           88.96644 expectation balance   5.5
#> 1417 2022-03-01        69.2            1.23274 expectation balance -25.1
#> 1418 2022-04-01        67.9           20.04043 expectation balance -20.8
#> 1419 2022-05-01        66.6           55.16705 expectation balance -20.5
#> 1420 2022-06-01        65.4           34.96150 expectation balance -21.0
#> 1421 2022-07-01        69.0            1.67616 expectation balance -31.3
#> 1422 2022-08-01        68.4            8.10000 expectation balance -29.1
#> 1423 2022-09-01        70.1            0.31083 expectation balance -38.0
#> 1424 2022-10-01        70.2            8.46338 expectation balance -38.2
#> 1425 2022-11-01        69.8           52.45350 expectation balance -30.6
#> 1426 2022-12-01        68.3           91.17032 expectation balance -23.6
#> 1427 2023-01-01        67.2           96.20105 expectation balance -19.0
#> 1428 2023-02-01        66.0           95.10463 expectation balance -15.7
#> 1429 2023-03-01        64.5           98.29464 expectation balance -11.3
#> 1430 2023-04-01        65.2           92.49901 expectation balance  -9.7
#> 1431 2023-05-01        65.7           49.37031 expectation balance -16.7
#> 1432 2023-06-01        65.2            4.32163 expectation balance -25.3
#> 1433 2023-07-01        65.2            3.94804 expectation balance -24.4
#> 1434 2023-08-01        65.7            2.60000 expectation balance -25.9
#> 1435 2023-09-01        65.9           11.10412 expectation balance -24.8
#> 1436 2023-10-01        66.0           42.24217 expectation balance -21.9
#> 1437 2023-11-01        65.8           54.87410 expectation balance -21.5
#> 1438 2023-12-01        65.5           32.97091 expectation balance -22.3
#> 1439 2024-01-01        67.5           14.83564 expectation balance -24.0
#> 1440 2024-02-01        66.8           26.60000 expectation balance -22.8
#> 1441 2024-03-01        65.9           81.29399 expectation balance -16.4
#> 1442 2024-04-01        65.3           93.64449 expectation balance -12.8
#> 1443 2024-05-01        65.0           85.44235 expectation balance -11.9
#> 1444 2024-06-01        65.1           64.66690 expectation balance -14.4
#> 1445 2024-07-01        64.5           23.11533 expectation balance -17.5
#> 1446 2024-08-01        64.8           20.80000 expectation balance -17.9
#> 1447 2024-09-01        65.7            9.35941 expectation balance -18.7
#> 1448 2024-10-01        66.2           39.98913 expectation balance -16.7
#> 1449 2024-11-01        65.9           23.17931 expectation balance -17.5
#> 1450 2024-12-01        66.6           13.01194 expectation balance -23.1
#> 1451 2025-01-01        65.5           26.86055 expectation balance -23.2
#> 1452 2025-02-01        66.6           30.17913 expectation balance -20.9
# }