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A spacetime object is a collection of a linked data frame and an sf objects. It can be thought of as geography linked to a table that represents those geographies over one or more time periods.

Usage

spacetime(.data, .geometry, .loc_col, .time_col, active = "data")

new_spacetime(.data, .geometry, .loc_col, .time_col, active = "data")

validate_spacetime(.data, .geometry, .loc_col, .time_col)

is_spacetime(x, ...)

is.spacetime(x, ...)

Arguments

.data

an object with base class data.frame containing location and time identifiers .loc_col and .time_col respectively.

.geometry

an sf object with columns .loc_col and .time_col

.loc_col

the quoted name of the column containing unique location identifiers. Must be present in both .data and .geometry.

.time_col

the quoted name of the column containing time periods must be present .data. See details for more

active

default "data". The object to make active. See activate() for more.

x

an object to test

...

unused

Value

  • spacetime() and new_spacetime() construct spacetime clss objects

  • validate_spacetime() returns nothing but will elicit a warning or error if the spacetime object is not validly constructed

  • is_spacetime() and is.spacetime() return a logical scalar indicating if an object inherits the spacetime class

Details

Create a spacetime representation of vector data from a data.frame and an sf object with spacetime()

.time_col must be able to be sorted. As such, .time_col cannot be a character vector. It must have a base type of (typeof()) either double or integer—the case in dates or factors respectively. An edge case exists with POSIXlt class objects as these can be sorted appropriately but have a base type of list.

spacetime() is a wrapper around new_spacetime(). Spacetimes are validated before creation with validate_spacetime().

Check if an object is a spacetime object with is_spacetime() or is.spacetime().

Validation

validate_spacetime() checks both .data and .geometry to ensure that the constructed spacetime object meets minimum requirements.:

  • .data inherits the data.frame class

  • .geometry is an sf object

  • ensures that .time_col is of the proper class

  • ensures there are no missing geometries in .geometry

  • checks for duplicate geometries

  • ensures .loc_col are the same type in .data and .geometry

  • lastly informs of missing values in additional columns in .data

Examples


df_fp <- system.file("extdata", "bos-ecometric.csv", package = "sfdep")
geo_fp <- system.file("extdata", "bos-ecometric.geojson", package = "sfdep")

# read in data
df <- read.csv(
  df_fp, colClasses = c("character", "character", "integer", "double", "Date")
)

geo <- sf::st_read(geo_fp)
#> Reading layer `bos-ecometric' from data source 
#>   `/private/var/folders/zc/tg2xwck53dg9sls8x4ndzdc00000gn/T/Rtmp2RGXTr/temp_libpath2b6f5ea0db20/sfdep/extdata/bos-ecometric.geojson' 
#>   using driver `GeoJSON'
#> Simple feature collection with 168 features and 1 field
#> Geometry type: POLYGON
#> Dimension:     XY
#> Bounding box:  xmin: -71.19115 ymin: 42.22788 xmax: -70.99445 ymax: 42.3974
#> Geodetic CRS:  NAD83

bos <- spacetime(df, geo, ".region_id", "year")
is_spacetime(bos)
#> [1] TRUE
bos
#> spacetime ────
#> Context:`data`
#> 168 locations `.region_id`
#> 10 time periods `year`
#> ── data context ────────────────────────────────────────────────────────────────
#>       .region_id ecometric year value time_period
#> 1    25025010405      Guns 2010  0.35  2010-01-01
#> 2    25025010405      Guns 2011  0.89  2011-01-01
#> 3    25025010405      Guns 2012  1.20  2012-01-01
#> 4    25025010405      Guns 2013  0.84  2013-01-01
#> 5    25025010405      Guns 2014  1.50  2014-01-01
#> 6    25025010405      Guns 2015  1.15  2015-01-01
#> 7    25025010405      Guns 2016  1.48  2016-01-01
#> 8    25025010405      Guns 2017  1.64  2017-01-01
#> 9    25025010405      Guns 2018  0.49  2018-01-01
#> 10   25025010405      Guns 2019  0.17  2019-01-01
#> 11   25025010404      Guns 2010  0.00  2010-01-01
#> 12   25025010404      Guns 2011  0.86  2011-01-01
#> 13   25025010404      Guns 2012  0.17  2012-01-01
#> 14   25025010404      Guns 2013  1.35  2013-01-01
#> 15   25025010404      Guns 2014  1.58  2014-01-01
#> 16   25025010404      Guns 2015  1.17  2015-01-01
#> 17   25025010404      Guns 2016  0.78  2016-01-01
#> 18   25025010404      Guns 2017  0.39  2017-01-01
#> 19   25025010404      Guns 2018  1.17  2018-01-01
#> 20   25025010404      Guns 2019  0.19  2019-01-01
#> 21   25025010801      Guns 2010  0.00  2010-01-01
#> 22   25025010801      Guns 2011  0.00  2011-01-01
#> 23   25025010801      Guns 2012  0.00  2012-01-01
#> 24   25025010801      Guns 2013  0.32  2013-01-01
#> 25   25025010801      Guns 2014  0.61  2014-01-01
#> 26   25025010801      Guns 2015  0.31  2015-01-01
#> 27   25025010801      Guns 2016  0.62  2016-01-01
#> 28   25025010801      Guns 2017  0.31  2017-01-01
#> 29   25025010801      Guns 2018  0.62  2018-01-01
#> 30   25025010801      Guns 2019  0.00  2019-01-01
#> 31   25025010702      Guns 2010  0.46  2010-01-01
#> 32   25025010702      Guns 2011  2.12  2011-01-01
#> 33   25025010702      Guns 2012  2.88  2012-01-01
#> 34   25025010702      Guns 2013  3.68  2013-01-01
#> 35   25025010702      Guns 2014  3.22  2014-01-01
#> 36   25025010702      Guns 2015  2.71  2015-01-01
#> 37   25025010702      Guns 2016  5.80  2016-01-01
#> 38   25025010702      Guns 2017  5.41  2017-01-01
#> 39   25025010702      Guns 2018  5.41  2018-01-01
#> 40   25025010702      Guns 2019  2.68  2019-01-01
#> 41   25025010204      Guns 2010  0.00  2010-01-01
#> 42   25025010204      Guns 2011  0.30  2011-01-01
#> 43   25025010204      Guns 2012  0.31  2012-01-01
#> 44   25025010204      Guns 2013  0.60  2013-01-01
#> 45   25025010204      Guns 2014  0.92  2014-01-01
#> 46   25025010204      Guns 2015  0.00  2015-01-01
#> 47   25025010204      Guns 2016  0.89  2016-01-01
#> 48   25025010204      Guns 2017  0.00  2017-01-01
#> 49   25025010204      Guns 2018  1.49  2018-01-01
#> 50   25025010204      Guns 2019  0.28  2019-01-01
#> 51   25025010802      Guns 2010  0.00  2010-01-01
#> 52   25025010802      Guns 2011  0.33  2011-01-01
#> 53   25025010802      Guns 2012  0.00  2012-01-01
#> 54   25025010802      Guns 2013  0.70  2013-01-01
#> 55   25025010802      Guns 2014  0.00  2014-01-01
#> 56   25025010802      Guns 2015  0.63  2015-01-01
#> 57   25025010802      Guns 2016  0.00  2016-01-01
#> 58   25025010802      Guns 2017  0.63  2017-01-01
#> 59   25025010802      Guns 2018  0.32  2018-01-01
#> 60   25025010802      Guns 2019  0.00  2019-01-01
#> 61   25025010104      Guns 2010  0.00  2010-01-01
#> 62   25025010104      Guns 2011  0.42  2011-01-01
#> 63   25025010104      Guns 2012  0.64  2012-01-01
#> 64   25025010104      Guns 2013  0.84  2013-01-01
#> 65   25025010104      Guns 2014  0.21  2014-01-01
#> 66   25025010104      Guns 2015  0.82  2015-01-01
#> 67   25025010104      Guns 2016  0.00  2016-01-01
#> 68   25025010104      Guns 2017  0.61  2017-01-01
#> 69   25025010104      Guns 2018  1.02  2018-01-01
#> 70   25025010104      Guns 2019  0.00  2019-01-01
#> 71   25025000703      Guns 2010  0.00  2010-01-01
#> 72   25025000703      Guns 2011  3.34  2011-01-01
#> 73   25025000703      Guns 2012  1.34  2012-01-01
#> 74   25025000703      Guns 2013  2.80  2013-01-01
#> 75   25025000703      Guns 2014  3.06  2014-01-01
#> 76   25025000703      Guns 2015  4.67  2015-01-01
#> 77   25025000703      Guns 2016  3.63  2016-01-01
#> 78   25025000703      Guns 2017  3.63  2017-01-01
#> 79   25025000703      Guns 2018  5.71  2018-01-01
#> 80   25025000703      Guns 2019  3.06  2019-01-01
#> 81   25025000504      Guns 2010  0.22  2010-01-01
#> 82   25025000504      Guns 2011  1.35  2011-01-01
#> 83   25025000504      Guns 2012  1.66  2012-01-01
#> 84   25025000504      Guns 2013  2.89  2013-01-01
#> 85   25025000504      Guns 2014  0.66  2014-01-01
#> 86   25025000504      Guns 2015  1.35  2015-01-01
#> 87   25025000504      Guns 2016  0.90  2016-01-01
#> 88   25025000504      Guns 2017  1.12  2017-01-01
#> 89   25025000504      Guns 2018  1.57  2018-01-01
#> 90   25025000504      Guns 2019  0.61  2019-01-01
#> 91   25025000704      Guns 2010  0.00  2010-01-01
#> 92   25025000704      Guns 2011  2.66  2011-01-01
#> 93   25025000704      Guns 2012  1.63  2012-01-01
#> 94   25025000704      Guns 2013  3.05  2013-01-01
#> 95   25025000704      Guns 2014  2.21  2014-01-01
#> 96   25025000704      Guns 2015  1.96  2015-01-01
#> 97   25025000704      Guns 2016  2.62  2016-01-01
#> 98   25025000704      Guns 2017  0.65  2017-01-01
#> 99   25025000704      Guns 2018  1.09  2018-01-01
#> 100  25025000704      Guns 2019  0.41  2019-01-01
#> 101  25025010103      Guns 2010  0.00  2010-01-01
#> 102  25025010103      Guns 2011  0.51  2011-01-01
#> 103  25025010103      Guns 2012  0.00  2012-01-01
#> 104  25025010103      Guns 2013  0.28  2013-01-01
#> 105  25025010103      Guns 2014  0.27  2014-01-01
#> 106  25025010103      Guns 2015  1.35  2015-01-01
#> 107  25025010103      Guns 2016  0.00  2016-01-01
#> 108  25025010103      Guns 2017  0.00  2017-01-01
#> 109  25025010103      Guns 2018  0.81  2018-01-01
#> 110  25025010103      Guns 2019  0.00  2019-01-01
#> 111  25025000803      Guns 2010  0.00  2010-01-01
#> 112  25025000803      Guns 2011  0.87  2011-01-01
#> 113  25025000803      Guns 2012  0.49  2012-01-01
#> 114  25025000803      Guns 2013  0.00  2013-01-01
#> 115  25025000803      Guns 2014  0.00  2014-01-01
#> 116  25025000803      Guns 2015  0.00  2015-01-01
#> 117  25025000803      Guns 2016  0.32  2016-01-01
#> 118  25025000803      Guns 2017  0.16  2017-01-01
#> 119  25025000803      Guns 2018  0.48  2018-01-01
#> 120  25025000803      Guns 2019  0.33  2019-01-01
#> 121  25025120201      Guns 2010  0.52  2010-01-01
#> 122  25025120201      Guns 2011  2.10  2011-01-01
#> 123  25025120201      Guns 2012  3.19  2012-01-01
#> 124  25025120201      Guns 2013  4.35  2013-01-01
#> 125  25025120201      Guns 2014  2.20  2014-01-01
#> 126  25025120201      Guns 2015  3.97  2015-01-01
#> 127  25025120201      Guns 2016  2.38  2016-01-01
#> 128  25025120201      Guns 2017  0.79  2017-01-01
#> 129  25025120201      Guns 2018  1.59  2018-01-01
#> 130  25025120201      Guns 2019  2.30  2019-01-01
#> 131  25025120104      Guns 2010  0.00  2010-01-01
#> 132  25025120104      Guns 2011  4.65  2011-01-01
#> 133  25025120104      Guns 2012  3.22  2012-01-01
#> 134  25025120104      Guns 2013  4.40  2013-01-01
#> 135  25025120104      Guns 2014  3.92  2014-01-01
#> 136  25025120104      Guns 2015  1.74  2015-01-01
#> 137  25025120104      Guns 2016  1.74  2016-01-01
#> 138  25025120104      Guns 2017  1.30  2017-01-01
#> 139  25025120104      Guns 2018  2.61  2018-01-01
#> 140  25025120104      Guns 2019  0.45  2019-01-01
#> 141  25025110607      Guns 2010  0.00  2010-01-01
#> 142  25025110607      Guns 2011  1.32  2011-01-01
#> 143  25025110607      Guns 2012  1.89  2012-01-01
#> 144  25025110607      Guns 2013  1.37  2013-01-01
#> 145  25025110607      Guns 2014  2.08  2014-01-01
#> 146  25025110607      Guns 2015  0.37  2015-01-01
#> 147  25025110607      Guns 2016  1.31  2016-01-01
#> 148  25025110607      Guns 2017  0.75  2017-01-01
#> 149  25025110607      Guns 2018  0.93  2018-01-01
#> 150  25025110607      Guns 2019  0.55  2019-01-01
#> 151  25025000302      Guns 2010  0.33  2010-01-01
#> 152  25025000302      Guns 2011  1.10  2011-01-01
#> 153  25025000302      Guns 2012  1.50  2012-01-01
#> 154  25025000302      Guns 2013  0.69  2013-01-01
#> 155  25025000302      Guns 2014  1.93  2014-01-01
#> 156  25025000302      Guns 2015  0.89  2015-01-01
#> 157  25025000302      Guns 2016  1.18  2016-01-01
#> 158  25025000302      Guns 2017  0.59  2017-01-01
#> 159  25025000302      Guns 2018  0.00  2018-01-01
#> 160  25025000302      Guns 2019  0.58  2019-01-01
#> 161  25025000301      Guns 2010  0.00  2010-01-01
#> 162  25025000301      Guns 2011  1.65  2011-01-01
#> 163  25025000301      Guns 2012  1.64  2012-01-01
#> 164  25025000301      Guns 2013  0.74  2013-01-01
#> 165  25025000301      Guns 2014  1.16  2014-01-01
#> 166  25025000301      Guns 2015  0.69  2015-01-01
#> 167  25025000301      Guns 2016  0.69  2016-01-01
#> 168  25025000301      Guns 2017  0.34  2017-01-01
#> 169  25025000301      Guns 2018  0.34  2018-01-01
#> 170  25025000301      Guns 2019  0.00  2019-01-01
#> 171  25025140400      Guns 2010  0.24  2010-01-01
#> 172  25025140400      Guns 2011  3.20  2011-01-01
#> 173  25025140400      Guns 2012  2.40  2012-01-01
#> 174  25025140400      Guns 2013  3.23  2013-01-01
#> 175  25025140400      Guns 2014  3.12  2014-01-01
#> 176  25025140400      Guns 2015  4.23  2015-01-01
#> 177  25025140400      Guns 2016  2.29  2016-01-01
#> 178  25025140400      Guns 2017  2.29  2017-01-01
#> 179  25025140400      Guns 2018  2.29  2018-01-01
#> 180  25025140400      Guns 2019  3.91  2019-01-01
#> 181  25025140300      Guns 2010  0.32  2010-01-01
#> 182  25025140300      Guns 2011  3.18  2011-01-01
#> 183  25025140300      Guns 2012  4.26  2012-01-01
#> 184  25025140300      Guns 2013  4.25  2013-01-01
#> 185  25025140300      Guns 2014  1.58  2014-01-01
#> 186  25025140300      Guns 2015  3.67  2015-01-01
#> 187  25025140300      Guns 2016  2.58  2016-01-01
#> 188  25025140300      Guns 2017  3.94  2017-01-01
#> 189  25025140300      Guns 2018  4.48  2018-01-01
#> 190  25025140300      Guns 2019  5.32  2019-01-01
#> 191  25025140201      Guns 2010  0.00  2010-01-01
#> 192  25025140201      Guns 2011  1.67  2011-01-01
#> 193  25025140201      Guns 2012  0.83  2012-01-01
#> 194  25025140201      Guns 2013  0.00  2013-01-01
#> 195  25025140201      Guns 2014  2.09  2014-01-01
#> 196  25025140201      Guns 2015  2.56  2015-01-01
#> 197  25025140201      Guns 2016  1.28  2016-01-01
#> 198  25025140201      Guns 2017  2.13  2017-01-01
#> 199  25025140201      Guns 2018  2.13  2018-01-01
#> 200  25025140201      Guns 2019  2.42  2019-01-01
#> 201  25025140202      Guns 2010  0.33  2010-01-01
#> 202  25025140202      Guns 2011  1.15  2011-01-01
#> 203  25025140202      Guns 2012  2.13  2012-01-01
#> 204  25025140202      Guns 2013  4.53  2013-01-01
#> 205  25025140202      Guns 2014  2.55  2014-01-01
#> 206  25025140202      Guns 2015  3.37  2015-01-01
#> 207  25025140202      Guns 2016  3.22  2016-01-01
#> 208  25025140202      Guns 2017  2.91  2017-01-01
#> 209  25025140202      Guns 2018  2.76  2018-01-01
#> 210  25025140202      Guns 2019  2.06  2019-01-01
#> 211  25025140102      Guns 2010  0.45  2010-01-01
#> 212  25025140102      Guns 2011  1.34  2011-01-01
#> 213  25025140102      Guns 2012  0.63  2012-01-01
#> 214  25025140102      Guns 2013  1.49  2013-01-01
#> 215  25025140102      Guns 2014  0.99  2014-01-01
#> 216  25025140102      Guns 2015  2.09  2015-01-01
#> 217  25025140102      Guns 2016  2.28  2016-01-01
#> 218  25025140102      Guns 2017  2.28  2017-01-01
#> 219  25025140102      Guns 2018  3.23  2018-01-01
#> 220  25025140102      Guns 2019  1.98  2019-01-01
#> 221  25025130402      Guns 2010  0.22  2010-01-01
#> 222  25025130402      Guns 2011  0.00  2011-01-01
#> 223  25025130402      Guns 2012  0.39  2012-01-01
#> 224  25025130402      Guns 2013  0.61  2013-01-01
#> 225  25025130402      Guns 2014  1.39  2014-01-01
#> 226  25025130402      Guns 2015  1.38  2015-01-01
#> 227  25025130402      Guns 2016  1.18  2016-01-01
#> 228  25025130402      Guns 2017  0.79  2017-01-01
#> 229  25025130402      Guns 2018  0.98  2018-01-01
#> 230  25025130402      Guns 2019  0.61  2019-01-01
#> 231  25025130300      Guns 2010  0.23  2010-01-01
#> 232  25025130300      Guns 2011  0.43  2011-01-01
#> 233  25025130300      Guns 2012  0.00  2012-01-01
#> 234  25025130300      Guns 2013  0.43  2013-01-01
#> 235  25025130300      Guns 2014  0.44  2014-01-01
#> 236  25025130300      Guns 2015  1.07  2015-01-01
#> 237  25025130300      Guns 2016  0.00  2016-01-01
#> 238  25025130300      Guns 2017  0.64  2017-01-01
#> 239  25025130300      Guns 2018  0.43  2018-01-01
#> 240  25025130300      Guns 2019  0.44  2019-01-01
#> 241  25025130200      Guns 2010  0.00  2010-01-01
#> 242  25025130200      Guns 2011  0.60  2011-01-01
#> 243  25025130200      Guns 2012  0.40  2012-01-01
#> 244  25025130200      Guns 2013  0.60  2013-01-01
#> 245  25025130200      Guns 2014  0.80  2014-01-01
#> 246  25025130200      Guns 2015  0.57  2015-01-01
#> 247  25025130200      Guns 2016  0.38  2016-01-01
#> 248  25025130200      Guns 2017  0.38  2017-01-01
#> 249  25025130200      Guns 2018  1.14  2018-01-01
#> 250  25025130200      Guns 2019  0.57  2019-01-01
#> 251  25025130100      Guns 2010  0.17  2010-01-01
#> 252  25025130100      Guns 2011  0.50  2011-01-01
#> 253  25025130100      Guns 2012  1.32  2012-01-01
#> 254  25025130100      Guns 2013  0.46  2013-01-01
#> 255  25025130100      Guns 2014  0.00  2014-01-01
#> 256  25025130100      Guns 2015  0.90  2015-01-01
#> 257  25025130100      Guns 2016  0.60  2016-01-01
#> 258  25025130100      Guns 2017  0.30  2017-01-01
#> 259  25025130100      Guns 2018  0.30  2018-01-01
#> 260  25025130100      Guns 2019  0.30  2019-01-01
#> 261  25025120700      Guns 2010  0.47  2010-01-01
#> 262  25025120700      Guns 2011  1.56  2011-01-01
#> 263  25025120700      Guns 2012  3.43  2012-01-01
#> 264  25025120700      Guns 2013  2.32  2013-01-01
#> 265  25025120700      Guns 2014  2.27  2014-01-01
#> 266  25025120700      Guns 2015  3.49  2015-01-01
#> 267  25025120700      Guns 2016  1.31  2016-01-01
#> 268  25025120700      Guns 2017  2.18  2017-01-01
#> 269  25025120700      Guns 2018  2.62  2018-01-01
#> 270  25025120700      Guns 2019  1.29  2019-01-01
#> 271  25025120600      Guns 2010  0.00  2010-01-01
#> 272  25025120600      Guns 2011  3.05  2011-01-01
#> 273  25025120600      Guns 2012  0.00  2012-01-01
#> 274  25025120600      Guns 2013  3.10  2013-01-01
#> 275  25025120600      Guns 2014  2.91  2014-01-01
#> 276  25025120600      Guns 2015  2.16  2015-01-01
#> 277  25025120600      Guns 2016  1.73  2016-01-01
#> 278  25025120600      Guns 2017  0.43  2017-01-01
#> 279  25025120600      Guns 2018  2.59  2018-01-01
#> 280  25025120600      Guns 2019  2.04  2019-01-01
#> 281  25025120500      Guns 2010  0.00  2010-01-01
#> 282  25025120500      Guns 2011  2.50  2011-01-01
#> 283  25025120500      Guns 2012  2.11  2012-01-01
#> 284  25025120500      Guns 2013  4.03  2013-01-01
#> 285  25025120500      Guns 2014  4.88  2014-01-01
#> 286  25025120500      Guns 2015  2.98  2015-01-01
#> 287  25025120500      Guns 2016  5.21  2016-01-01
#> 288  25025120500      Guns 2017  2.23  2017-01-01
#> 289  25025120500      Guns 2018  4.10  2018-01-01
#> 290  25025120500      Guns 2019  4.61  2019-01-01
#> 291  25025120400      Guns 2010  1.51  2010-01-01
#> 292  25025120400      Guns 2011  0.93  2011-01-01
#> 293  25025120400      Guns 2012  1.25  2012-01-01
#> 294  25025120400      Guns 2013  2.12  2013-01-01
#> 295  25025120400      Guns 2014  2.52  2014-01-01
#> 296  25025120400      Guns 2015  1.42  2015-01-01
#> 297  25025120400      Guns 2016  2.06  2016-01-01
#> 298  25025120400      Guns 2017  3.00  2017-01-01
#> 299  25025120400      Guns 2018  2.06  2018-01-01
#> 300  25025120400      Guns 2019  0.46  2019-01-01
#> 301  25025110601      Guns 2010  0.00  2010-01-01
#> 302  25025110601      Guns 2011  0.75  2011-01-01
#> 303  25025110601      Guns 2012  0.00  2012-01-01
#> 304  25025110601      Guns 2013  2.04  2013-01-01
#> 305  25025110601      Guns 2014  1.06  2014-01-01
#> 306  25025110601      Guns 2015  0.00  2015-01-01
#> 307  25025110601      Guns 2016  1.00  2016-01-01
#> 308  25025110601      Guns 2017  0.00  2017-01-01
#> 309  25025110601      Guns 2018  0.33  2018-01-01
#> 310  25025110601      Guns 2019  0.00  2019-01-01
#> 311  25025110502      Guns 2010  0.00  2010-01-01
#> 312  25025110502      Guns 2011  2.64  2011-01-01
#> 313  25025110502      Guns 2012  3.08  2012-01-01
#> 314  25025110502      Guns 2013  2.25  2013-01-01
#> 315  25025110502      Guns 2014  1.93  2014-01-01
#> 316  25025110502      Guns 2015  1.72  2015-01-01
#> 317  25025110502      Guns 2016  2.79  2016-01-01
#> 318  25025110502      Guns 2017  3.01  2017-01-01
#> 319  25025110502      Guns 2018  2.79  2018-01-01
#> 320  25025110502      Guns 2019  1.63  2019-01-01
#> 321  25025110501      Guns 2010  0.00  2010-01-01
#> 322  25025110501      Guns 2011  0.83  2011-01-01
#> 323  25025110501      Guns 2012  0.83  2012-01-01
#> 324  25025110501      Guns 2013  1.11  2013-01-01
#> 325  25025110501      Guns 2014  0.28  2014-01-01
#> 326  25025110501      Guns 2015  0.00  2015-01-01
#> 327  25025110501      Guns 2016  1.13  2016-01-01
#> 328  25025110501      Guns 2017  1.41  2017-01-01
#> 329  25025110501      Guns 2018  1.13  2018-01-01
#> 330  25025110501      Guns 2019  0.80  2019-01-01
#> 331  25025110401      Guns 2010  0.54  2010-01-01
#> 332  25025110401      Guns 2011  2.48  2011-01-01
#> 333  25025110401      Guns 2012  2.49  2012-01-01
#> 334  25025110401      Guns 2013  2.09  2013-01-01
#> 335  25025110401      Guns 2014  2.07  2014-01-01
#> 336  25025110401      Guns 2015  3.45  2015-01-01
#> 337  25025110401      Guns 2016  1.59  2016-01-01
#> 338  25025110401      Guns 2017  2.39  2017-01-01
#> 339  25025110401      Guns 2018  3.18  2018-01-01
#> 340  25025110401      Guns 2019  3.10  2019-01-01
#> 341  25025101102      Guns 2010  1.66  2010-01-01
#> 342  25025101102      Guns 2011  8.40  2011-01-01
#> 343  25025101102      Guns 2012  7.78  2012-01-01
#> 344  25025101102      Guns 2013 13.99  2013-01-01
#> 345  25025101102      Guns 2014  9.02  2014-01-01
#> 346  25025101102      Guns 2015 10.06  2015-01-01
#> 347  25025101102      Guns 2016  8.29  2016-01-01
#> 348  25025101102      Guns 2017  7.89  2017-01-01
#> 349  25025101102      Guns 2018  7.70  2018-01-01
#> 350  25025101102      Guns 2019  8.57  2019-01-01
#> 351  25025101101      Guns 2010  0.59  2010-01-01
#> 352  25025101101      Guns 2011  6.31  2011-01-01
#> 353  25025101101      Guns 2012  3.49  2012-01-01
#> 354  25025101101      Guns 2013  4.46  2013-01-01
#> 355  25025101101      Guns 2014  4.84  2014-01-01
#> 356  25025101101      Guns 2015  4.49  2015-01-01
#> 357  25025101101      Guns 2016  3.96  2016-01-01
#> 358  25025101101      Guns 2017  4.75  2017-01-01
#> 359  25025101101      Guns 2018  2.64  2018-01-01
#> 360  25025101101      Guns 2019  7.27  2019-01-01
#> 361  25025101002      Guns 2010  1.05  2010-01-01
#> 362  25025101002      Guns 2011  7.50  2011-01-01
#> 363  25025101002      Guns 2012  6.46  2012-01-01
#> 364  25025101002      Guns 2013  6.70  2013-01-01
#> 365  25025101002      Guns 2014  7.73  2014-01-01
#> 366  25025101002      Guns 2015  8.48  2015-01-01
#> 367  25025101002      Guns 2016  5.88  2016-01-01
#> 368  25025101002      Guns 2017  5.88  2017-01-01
#> 369  25025101002      Guns 2018  6.92  2018-01-01
#> 370  25025101002      Guns 2019  4.53  2019-01-01
#> 371  25025101001      Guns 2010  0.84  2010-01-01
#> 372  25025101001      Guns 2011  5.43  2011-01-01
#> 373  25025101001      Guns 2012  7.15  2012-01-01
#> 374  25025101001      Guns 2013  8.08  2013-01-01
#> 375  25025101001      Guns 2014  7.00  2014-01-01
#> 376  25025101001      Guns 2015  6.15  2015-01-01
#> 377  25025101001      Guns 2016  8.98  2016-01-01
#> 378  25025101001      Guns 2017  8.83  2017-01-01
#> 379  25025101001      Guns 2018  7.25  2018-01-01
#> 380  25025101001      Guns 2019  4.85  2019-01-01
#> 381  25025100900      Guns 2010  0.00  2010-01-01
#> 382  25025100900      Guns 2011  4.63  2011-01-01
#> 383  25025100900      Guns 2012  1.68  2012-01-01
#> 384  25025100900      Guns 2013  3.77  2013-01-01
#> 385  25025100900      Guns 2014  5.64  2014-01-01
#> 386  25025100900      Guns 2015  6.20  2015-01-01
#> 387  25025100900      Guns 2016  7.15  2016-01-01
#> 388  25025100900      Guns 2017  7.39  2017-01-01
#> 389  25025100900      Guns 2018  5.72  2018-01-01
#> 390  25025100900      Guns 2019  3.07  2019-01-01
#> 391  25025100800      Guns 2010  0.76  2010-01-01
#> 392  25025100800      Guns 2011  2.51  2011-01-01
#> 393  25025100800      Guns 2012  4.86  2012-01-01
#> 394  25025100800      Guns 2013  4.17  2013-01-01
#> 395  25025100800      Guns 2014  4.52  2014-01-01
#> 396  25025100800      Guns 2015  1.97  2015-01-01
#> 397  25025100800      Guns 2016  2.73  2016-01-01
#> 398  25025100800      Guns 2017  2.89  2017-01-01
#> 399  25025100800      Guns 2018  1.82  2018-01-01
#> 400  25025100800      Guns 2019  2.89  2019-01-01
#> 401  25025100601      Guns 2010  0.20  2010-01-01
#> 402  25025100601      Guns 2011  3.09  2011-01-01
#> 403  25025100601      Guns 2012  4.44  2012-01-01
#> 404  25025100601      Guns 2013  5.01  2013-01-01
#> 405  25025100601      Guns 2014  2.67  2014-01-01
#> 406  25025100601      Guns 2015  2.20  2015-01-01
#> 407  25025100601      Guns 2016  2.37  2016-01-01
#> 408  25025100601      Guns 2017  1.36  2017-01-01
#> 409  25025100601      Guns 2018  0.85  2018-01-01
#> 410  25025100601      Guns 2019  0.67  2019-01-01
#> 411  25025100500      Guns 2010  1.23  2010-01-01
#> 412  25025100500      Guns 2011  6.43  2011-01-01
#> 413  25025100500      Guns 2012  7.90  2012-01-01
#> 414  25025100500      Guns 2013 10.24  2013-01-01
#> 415  25025100500      Guns 2014  8.30  2014-01-01
#> 416  25025100500      Guns 2015  9.54  2015-01-01
#> 417  25025100500      Guns 2016 10.63  2016-01-01
#> 418  25025100500      Guns 2017  6.00  2017-01-01
#> 419  25025100500      Guns 2018  5.18  2018-01-01
#> 420  25025100500      Guns 2019  6.37  2019-01-01
#> 421  25025100400      Guns 2010  0.65  2010-01-01
#> 422  25025100400      Guns 2011  4.95  2011-01-01
#> 423  25025100400      Guns 2012  8.12  2012-01-01
#> 424  25025100400      Guns 2013  6.91  2013-01-01
#> 425  25025100400      Guns 2014  6.25  2014-01-01
#> 426  25025100400      Guns 2015  5.65  2015-01-01
#> 427  25025100400      Guns 2016 10.76  2016-01-01
#> 428  25025100400      Guns 2017  6.00  2017-01-01
#> 429  25025100400      Guns 2018  3.71  2018-01-01
#> 430  25025100400      Guns 2019  3.51  2019-01-01
#> 431  25025100300      Guns 2010  0.55  2010-01-01
#> 432  25025100300      Guns 2011  4.69  2011-01-01
#> 433  25025100300      Guns 2012  7.91  2012-01-01
#> 434  25025100300      Guns 2013  9.34  2013-01-01
#> 435  25025100300      Guns 2014  9.11  2014-01-01
#> 436  25025100300      Guns 2015  8.86  2015-01-01
#> 437  25025100300      Guns 2016  3.20  2016-01-01
#> 438  25025100300      Guns 2017 10.83  2017-01-01
#> 439  25025100300      Guns 2018  7.14  2018-01-01
#> 440  25025100300      Guns 2019  3.65  2019-01-01
#> 441  25025100200      Guns 2010  1.49  2010-01-01
#> 442  25025100200      Guns 2011 10.07  2011-01-01
#> 443  25025100200      Guns 2012 13.21  2012-01-01
#> 444  25025100200      Guns 2013 14.98  2013-01-01
#> 445  25025100200      Guns 2014 11.99  2014-01-01
#> 446  25025100200      Guns 2015  6.93  2015-01-01
#> 447  25025100200      Guns 2016  6.62  2016-01-01
#> 448  25025100200      Guns 2017  9.14  2017-01-01
#> 449  25025100200      Guns 2018  8.51  2018-01-01
#> 450  25025100200      Guns 2019  9.59  2019-01-01
#> 451  25025100100      Guns 2010  0.16  2010-01-01
#> 452  25025100100      Guns 2011  8.90  2011-01-01
#> 453  25025100100      Guns 2012  8.79  2012-01-01
#> 454  25025100100      Guns 2013 10.90  2013-01-01
#> 455  25025100100      Guns 2014 11.03  2014-01-01
#> 456  25025100100      Guns 2015 11.12  2015-01-01
#> 457  25025100100      Guns 2016  9.64  2016-01-01
#> 458  25025100100      Guns 2017  8.90  2017-01-01
#> 459  25025100100      Guns 2018  7.42  2018-01-01
#> 460  25025100100      Guns 2019  8.12  2019-01-01
#> 461  25025092400      Guns 2010  1.19  2010-01-01
#> 462  25025092400      Guns 2011  9.42  2011-01-01
#> 463  25025092400      Guns 2012  8.22  2012-01-01
#> 464  25025092400      Guns 2013 10.47  2013-01-01
#> 465  25025092400      Guns 2014 13.41  2014-01-01
#> 466  25025092400      Guns 2015 10.19  2015-01-01
#> 467  25025092400      Guns 2016 11.20  2016-01-01
#> 468  25025092400      Guns 2017 10.70  2017-01-01
#> 469  25025092400      Guns 2018  6.68  2018-01-01
#> 470  25025092400      Guns 2019  9.31  2019-01-01
#> 471  25025092300      Guns 2010  0.32  2010-01-01
#> 472  25025092300      Guns 2011 10.53  2011-01-01
#> 473  25025092300      Guns 2012  9.48  2012-01-01
#> 474  25025092300      Guns 2013  7.24  2013-01-01
#> 475  25025092300      Guns 2014  5.91  2014-01-01
#> 476  25025092300      Guns 2015 12.79  2015-01-01
#> 477  25025092300      Guns 2016 10.80  2016-01-01
#> 478  25025092300      Guns 2017 13.07  2017-01-01
#> 479  25025092300      Guns 2018  7.10  2018-01-01
#> 480  25025092300      Guns 2019  8.25  2019-01-01
#> 481  25025092200      Guns 2010  1.38  2010-01-01
#> 482  25025092200      Guns 2011 13.37  2011-01-01
#> 483  25025092200      Guns 2012 10.47  2012-01-01
#> 484  25025092200      Guns 2013 10.42  2013-01-01
#> 485  25025092200      Guns 2014 14.61  2014-01-01
#> 486  25025092200      Guns 2015 12.86  2015-01-01
#> 487  25025092200      Guns 2016 19.30  2016-01-01
#> 488  25025092200      Guns 2017 15.01  2017-01-01
#> 489  25025092200      Guns 2018 17.46  2018-01-01
#> 490  25025092200      Guns 2019 15.13  2019-01-01
#> 491  25025092000      Guns 2010  1.32  2010-01-01
#> 492  25025092000      Guns 2011  7.85  2011-01-01
#> 493  25025092000      Guns 2012  9.27  2012-01-01
#> 494  25025092000      Guns 2013 14.19  2013-01-01
#> 495  25025092000      Guns 2014  9.26  2014-01-01
#> 496  25025092000      Guns 2015  8.48  2015-01-01
#> 497  25025092000      Guns 2016  8.48  2016-01-01
#> 498  25025092000      Guns 2017  9.40  2017-01-01
#> 499  25025092000      Guns 2018  6.08  2018-01-01
#> 500  25025092000      Guns 2019  6.92  2019-01-01
#> 501  25025091900      Guns 2010  0.98  2010-01-01
#> 502  25025091900      Guns 2011  7.49  2011-01-01
#> 503  25025091900      Guns 2012  5.65  2012-01-01
#> 504  25025091900      Guns 2013 14.19  2013-01-01
#> 505  25025091900      Guns 2014  8.96  2014-01-01
#> 506  25025091900      Guns 2015 12.47  2015-01-01
#> 507  25025091900      Guns 2016  9.48  2016-01-01
#> 508  25025091900      Guns 2017  9.73  2017-01-01
#> 509  25025091900      Guns 2018  6.73  2018-01-01
#> 510  25025091900      Guns 2019  8.11  2019-01-01
#> 511  25025091800      Guns 2010  0.87  2010-01-01
#> 512  25025091800      Guns 2011 13.29  2011-01-01
#> 513  25025091800      Guns 2012  7.60  2012-01-01
#> 514  25025091800      Guns 2013  8.92  2013-01-01
#> 515  25025091800      Guns 2014  9.15  2014-01-01
#> 516  25025091800      Guns 2015 16.80  2015-01-01
#> 517  25025091800      Guns 2016 13.22  2016-01-01
#> 518  25025091800      Guns 2017 12.67  2017-01-01
#> 519  25025091800      Guns 2018  9.09  2018-01-01
#> 520  25025091800      Guns 2019  7.37  2019-01-01
#> 521  25025091700      Guns 2010  0.60  2010-01-01
#> 522  25025091700      Guns 2011  5.26  2011-01-01
#> 523  25025091700      Guns 2012 10.53  2012-01-01
#> 524  25025091700      Guns 2013 16.95  2013-01-01
#> 525  25025091700      Guns 2014 10.86  2014-01-01
#> 526  25025091700      Guns 2015 11.40  2015-01-01
#> 527  25025091700      Guns 2016 11.71  2016-01-01
#> 528  25025091700      Guns 2017 16.02  2017-01-01
#> 529  25025091700      Guns 2018  5.55  2018-01-01
#> 530  25025091700      Guns 2019  8.71  2019-01-01
#> 531  25025091600      Guns 2010  1.58  2010-01-01
#> 532  25025091600      Guns 2011  6.25  2011-01-01
#> 533  25025091600      Guns 2012  4.18  2012-01-01
#> 534  25025091600      Guns 2013 14.78  2013-01-01
#> 535  25025091600      Guns 2014  5.59  2014-01-01
#> 536  25025091600      Guns 2015  4.39  2015-01-01
#> 537  25025091600      Guns 2016  7.44  2016-01-01
#> 538  25025091600      Guns 2017 11.49  2017-01-01
#> 539  25025091600      Guns 2018  9.80  2018-01-01
#> 540  25025091600      Guns 2019  7.08  2019-01-01
#> 541  25025981100      Guns 2010  0.00  2010-01-01
#> 542  25025981100      Guns 2011  0.00  2011-01-01
#> 543  25025981100      Guns 2012  0.00  2012-01-01
#> 544  25025981100      Guns 2013  3.36  2013-01-01
#> 545  25025981100      Guns 2014  0.00  2014-01-01
#> 546  25025981100      Guns 2015  0.00  2015-01-01
#> 547  25025981100      Guns 2016  0.00  2016-01-01
#> 548  25025981100      Guns 2017  0.00  2017-01-01
#> 549  25025981100      Guns 2018  0.00  2018-01-01
#> 550  25025981100      Guns 2019  0.00  2019-01-01
#> 551  25025140105      Guns 2010  0.00  2010-01-01
#> 552  25025140105      Guns 2011  2.36  2011-01-01
#> 553  25025140105      Guns 2012  1.22  2012-01-01
#> 554  25025140105      Guns 2013  0.50  2013-01-01
#> 555  25025140105      Guns 2014  1.78  2014-01-01
#> 556  25025140105      Guns 2015  2.89  2015-01-01
#> 557  25025140105      Guns 2016  1.45  2016-01-01
#> 558  25025140105      Guns 2017  0.96  2017-01-01
#> 559  25025140105      Guns 2018  1.21  2018-01-01
#> 560  25025140105      Guns 2019  2.46  2019-01-01
#> 561  25025120105      Guns 2010  0.87  2010-01-01
#> 562  25025120105      Guns 2011  0.85  2011-01-01
#> 563  25025120105      Guns 2012  0.41  2012-01-01
#> 564  25025120105      Guns 2013  0.38  2013-01-01
#> 565  25025120105      Guns 2014  1.10  2014-01-01
#> 566  25025120105      Guns 2015  1.81  2015-01-01
#> 567  25025120105      Guns 2016  0.73  2016-01-01
#> 568  25025120105      Guns 2017  2.18  2017-01-01
#> 569  25025120105      Guns 2018  0.73  2018-01-01
#> 570  25025120105      Guns 2019  1.83  2019-01-01
#> 571  25025120301      Guns 2010  0.80  2010-01-01
#> 572  25025120301      Guns 2011  6.53  2011-01-01
#> 573  25025120301      Guns 2012  2.95  2012-01-01
#> 574  25025120301      Guns 2013  4.61  2013-01-01
#> 575  25025120301      Guns 2014  7.69  2014-01-01
#> 576  25025120301      Guns 2015  4.94  2015-01-01
#> 577  25025120301      Guns 2016  4.75  2016-01-01
#> 578  25025120301      Guns 2017  6.27  2017-01-01
#> 579  25025120301      Guns 2018  2.47  2018-01-01
#> 580  25025120301      Guns 2019  2.33  2019-01-01
#> 581  25025071201      Guns 2010  0.34  2010-01-01
#> 582  25025071201      Guns 2011  5.11  2011-01-01
#> 583  25025071201      Guns 2012  1.79  2012-01-01
#> 584  25025071201      Guns 2013  1.77  2013-01-01
#> 585  25025071201      Guns 2014  1.72  2014-01-01
#> 586  25025071201      Guns 2015  2.79  2015-01-01
#> 587  25025071201      Guns 2016  5.59  2016-01-01
#> 588  25025071201      Guns 2017  2.51  2017-01-01
#> 589  25025071201      Guns 2018  2.79  2018-01-01
#> 590  25025071201      Guns 2019  3.75  2019-01-01
#> 591  25025091001      Guns 2010  0.36  2010-01-01
#> 592  25025091001      Guns 2011  5.39  2011-01-01
#> 593  25025091001      Guns 2012  3.19  2012-01-01
#> 594  25025091001      Guns 2013  6.53  2013-01-01
#> 595  25025091001      Guns 2014  3.40  2014-01-01
#> 596  25025091001      Guns 2015  3.94  2015-01-01
#> 597  25025091001      Guns 2016  2.95  2016-01-01
#> 598  25025091001      Guns 2017  4.60  2017-01-01
#> 599  25025091001      Guns 2018  6.24  2018-01-01
#> 600  25025091001      Guns 2019  3.03  2019-01-01
#> 601  25025091500      Guns 2010  1.20  2010-01-01
#> 602  25025091500      Guns 2011  6.91  2011-01-01
#> 603  25025091500      Guns 2012  7.15  2012-01-01
#> 604  25025091500      Guns 2013  9.16  2013-01-01
#> 605  25025091500      Guns 2014 10.47  2014-01-01
#> 606  25025091500      Guns 2015  9.22  2015-01-01
#> 607  25025091500      Guns 2016 12.10  2016-01-01
#> 608  25025091500      Guns 2017 12.49  2017-01-01
#> 609  25025091500      Guns 2018  6.34  2018-01-01
#> 610  25025091500      Guns 2019  3.96  2019-01-01
#> 611  25025091400      Guns 2010  0.46  2010-01-01
#> 612  25025091400      Guns 2011  7.21  2011-01-01
#> 613  25025091400      Guns 2012  6.13  2012-01-01
#> 614  25025091400      Guns 2013 13.23  2013-01-01
#> 615  25025091400      Guns 2014 10.50  2014-01-01
#> 616  25025091400      Guns 2015  8.42  2015-01-01
#> 617  25025091400      Guns 2016  7.77  2016-01-01
#> 618  25025091400      Guns 2017  7.45  2017-01-01
#> 619  25025091400      Guns 2018  9.71  2018-01-01
#> 620  25025091400      Guns 2019  8.85  2019-01-01
#> 621  25025091300      Guns 2010  0.00  2010-01-01
#> 622  25025091300      Guns 2011 11.09  2011-01-01
#> 623  25025091300      Guns 2012 16.65  2012-01-01
#> 624  25025091300      Guns 2013 12.33  2013-01-01
#> 625  25025091300      Guns 2014 19.66  2014-01-01
#> 626  25025091300      Guns 2015 21.10  2015-01-01
#> 627  25025091300      Guns 2016 25.79  2016-01-01
#> 628  25025091300      Guns 2017 14.46  2017-01-01
#> 629  25025091300      Guns 2018 14.07  2018-01-01
#> 630  25025091300      Guns 2019  7.81  2019-01-01
#> 631  25025091200      Guns 2010  0.68  2010-01-01
#> 632  25025091200      Guns 2011  5.18  2011-01-01
#> 633  25025091200      Guns 2012  5.05  2012-01-01
#> 634  25025091200      Guns 2013  7.41  2013-01-01
#> 635  25025091200      Guns 2014 10.80  2014-01-01
#> 636  25025091200      Guns 2015 11.58  2015-01-01
#> 637  25025091200      Guns 2016  9.60  2016-01-01
#> 638  25025091200      Guns 2017 15.88  2017-01-01
#> 639  25025091200      Guns 2018  8.27  2018-01-01
#> 640  25025091200      Guns 2019  3.98  2019-01-01
#> 641  25025091100      Guns 2010  0.00  2010-01-01
#> 642  25025091100      Guns 2011  2.34  2011-01-01
#> 643  25025091100      Guns 2012  2.64  2012-01-01
#> 644  25025091100      Guns 2013  2.92  2013-01-01
#> 645  25025091100      Guns 2014  2.44  2014-01-01
#> 646  25025091100      Guns 2015  1.78  2015-01-01
#> 647  25025091100      Guns 2016  1.19  2016-01-01
#> 648  25025091100      Guns 2017  2.78  2017-01-01
#> 649  25025091100      Guns 2018  2.78  2018-01-01
#> 650  25025091100      Guns 2019  1.89  2019-01-01
#> 651  25025090700      Guns 2010  0.24  2010-01-01
#> 652  25025090700      Guns 2011  2.76  2011-01-01
#> 653  25025090700      Guns 2012  2.20  2012-01-01
#> 654  25025090700      Guns 2013  4.34  2013-01-01
#> 655  25025090700      Guns 2014  4.62  2014-01-01
#> 656  25025090700      Guns 2015  4.55  2015-01-01
#> 657  25025090700      Guns 2016  4.79  2016-01-01
#> 658  25025090700      Guns 2017  4.79  2017-01-01
#> 659  25025090700      Guns 2018  3.59  2018-01-01
#> 660  25025090700      Guns 2019  6.44  2019-01-01
#> 661  25025090600      Guns 2010  1.39  2010-01-01
#> 662  25025090600      Guns 2011 12.66  2011-01-01
#> 663  25025090600      Guns 2012 10.00  2012-01-01
#> 664  25025090600      Guns 2013 15.83  2013-01-01
#> 665  25025090600      Guns 2014 15.11  2014-01-01
#> 666  25025090600      Guns 2015  8.19  2015-01-01
#> 667  25025090600      Guns 2016  9.83  2016-01-01
#> 668  25025090600      Guns 2017 11.06  2017-01-01
#> 669  25025090600      Guns 2018  6.96  2018-01-01
#> 670  25025090600      Guns 2019 11.16  2019-01-01
#> 671  25025090400      Guns 2010  2.46  2010-01-01
#> 672  25025090400      Guns 2011 10.09  2011-01-01
#> 673  25025090400      Guns 2012 15.82  2012-01-01
#> 674  25025090400      Guns 2013  9.84  2013-01-01
#> 675  25025090400      Guns 2014  6.19  2014-01-01
#> 676  25025090400      Guns 2015  7.42  2015-01-01
#> 677  25025090400      Guns 2016  5.34  2016-01-01
#> 678  25025090400      Guns 2017  7.42  2017-01-01
#> 679  25025090400      Guns 2018  7.66  2018-01-01
#> 680  25025090400      Guns 2019  6.72  2019-01-01
#> 681  25025090300      Guns 2010  0.31  2010-01-01
#> 682  25025090300      Guns 2011 16.33  2011-01-01
#> 683  25025090300      Guns 2012  7.95  2012-01-01
#> 684  25025090300      Guns 2013 11.29  2013-01-01
#> 685  25025090300      Guns 2014 12.36  2014-01-01
#> 686  25025090300      Guns 2015 15.34  2015-01-01
#> 687  25025090300      Guns 2016 13.28  2016-01-01
#> 688  25025090300      Guns 2017 12.98  2017-01-01
#> 689  25025090300      Guns 2018  6.49  2018-01-01
#> 690  25025090300      Guns 2019  9.22  2019-01-01
#> 691  25025090200      Guns 2010  2.04  2010-01-01
#> 692  25025090200      Guns 2011 13.87  2011-01-01
#> 693  25025090200      Guns 2012 14.25  2012-01-01
#> 694  25025090200      Guns 2013 18.88  2013-01-01
#> 695  25025090200      Guns 2014 15.72  2014-01-01
#> 696  25025090200      Guns 2015 14.26  2015-01-01
#> 697  25025090200      Guns 2016 17.52  2016-01-01
#> 698  25025090200      Guns 2017 11.00  2017-01-01
#> 699  25025090200      Guns 2018 11.41  2018-01-01
#> 700  25025090200      Guns 2019 12.76  2019-01-01
#> 701  25025040801      Guns 2010  0.58  2010-01-01
#> 702  25025040801      Guns 2011  3.69  2011-01-01
#> 703  25025040801      Guns 2012  1.68  2012-01-01
#> 704  25025040801      Guns 2013  7.08  2013-01-01
#> 705  25025040801      Guns 2014  4.11  2014-01-01
#> 706  25025040801      Guns 2015  2.90  2015-01-01
#> 707  25025040801      Guns 2016  5.13  2016-01-01
#> 708  25025040801      Guns 2017  3.12  2017-01-01
#> 709  25025040801      Guns 2018  4.68  2018-01-01
#> 710  25025040801      Guns 2019  1.83  2019-01-01
#> 711  25025010203      Guns 2010  0.42  2010-01-01
#> 712  25025010203      Guns 2011  1.47  2011-01-01
#> 713  25025010203      Guns 2012  1.05  2012-01-01
#> 714  25025010203      Guns 2013  1.21  2013-01-01
#> 715  25025010203      Guns 2014  2.17  2014-01-01
#> 716  25025010203      Guns 2015  3.29  2015-01-01
#> 717  25025010203      Guns 2016  2.71  2016-01-01
#> 718  25025010203      Guns 2017  1.35  2017-01-01
#> 719  25025010203      Guns 2018  1.93  2018-01-01
#> 720  25025010203      Guns 2019  1.49  2019-01-01
#> 721  25025110403      Guns 2010  0.00  2010-01-01
#> 722  25025110403      Guns 2011  1.00  2011-01-01
#> 723  25025110403      Guns 2012  1.01  2012-01-01
#> 724  25025110403      Guns 2013  1.91  2013-01-01
#> 725  25025110403      Guns 2014  1.53  2014-01-01
#> 726  25025110403      Guns 2015  0.67  2015-01-01
#> 727  25025110403      Guns 2016  1.33  2016-01-01
#> 728  25025110403      Guns 2017  2.89  2017-01-01
#> 729  25025110403      Guns 2018  0.44  2018-01-01
#> 730  25025110403      Guns 2019  1.77  2019-01-01
#> 731  25025110201      Guns 2010  0.00  2010-01-01
#> 732  25025110201      Guns 2011  0.90  2011-01-01
#> 733  25025110201      Guns 2012  2.23  2012-01-01
#> 734  25025110201      Guns 2013  5.46  2013-01-01
#> 735  25025110201      Guns 2014  3.23  2014-01-01
#> 736  25025110201      Guns 2015  5.18  2015-01-01
#> 737  25025110201      Guns 2016  2.39  2016-01-01
#> 738  25025110201      Guns 2017  3.58  2017-01-01
#> 739  25025110201      Guns 2018  3.18  2018-01-01
#> 740  25025110201      Guns 2019  3.56  2019-01-01
#> 741  25025090100      Guns 2010  1.82  2010-01-01
#> 742  25025090100      Guns 2011  8.39  2011-01-01
#> 743  25025090100      Guns 2012  8.38  2012-01-01
#> 744  25025090100      Guns 2013 18.91  2013-01-01
#> 745  25025090100      Guns 2014 11.29  2014-01-01
#> 746  25025090100      Guns 2015 12.73  2015-01-01
#> 747  25025090100      Guns 2016 15.36  2016-01-01
#> 748  25025090100      Guns 2017 11.72  2017-01-01
#> 749  25025090100      Guns 2018 12.33  2018-01-01
#> 750  25025090100      Guns 2019 10.10  2019-01-01
#> 751  25025082100      Guns 2010  1.00  2010-01-01
#> 752  25025082100      Guns 2011 10.76  2011-01-01
#> 753  25025082100      Guns 2012  5.59  2012-01-01
#> 754  25025082100      Guns 2013 14.69  2013-01-01
#> 755  25025082100      Guns 2014 13.54  2014-01-01
#> 756  25025082100      Guns 2015  8.71  2015-01-01
#> 757  25025082100      Guns 2016 12.79  2016-01-01
#> 758  25025082100      Guns 2017 14.08  2017-01-01
#> 759  25025082100      Guns 2018  7.04  2018-01-01
#> 760  25025082100      Guns 2019  7.30  2019-01-01
#> 761  25025082000      Guns 2010  0.00  2010-01-01
#> 762  25025082000      Guns 2011 13.75  2011-01-01
#> 763  25025082000      Guns 2012 12.50  2012-01-01
#> 764  25025082000      Guns 2013 11.01  2013-01-01
#> 765  25025082000      Guns 2014  9.91  2014-01-01
#> 766  25025082000      Guns 2015 10.32  2015-01-01
#> 767  25025082000      Guns 2016 11.70  2016-01-01
#> 768  25025082000      Guns 2017  7.91  2017-01-01
#> 769  25025082000      Guns 2018  5.85  2018-01-01
#> 770  25025082000      Guns 2019  6.16  2019-01-01
#> 771  25025081900      Guns 2010  1.04  2010-01-01
#> 772  25025081900      Guns 2011 11.21  2011-01-01
#> 773  25025081900      Guns 2012 13.37  2012-01-01
#> 774  25025081900      Guns 2013 21.91  2013-01-01
#> 775  25025081900      Guns 2014 17.31  2014-01-01
#> 776  25025081900      Guns 2015 16.07  2015-01-01
#> 777  25025081900      Guns 2016 18.33  2016-01-01
#> 778  25025081900      Guns 2017 10.71  2017-01-01
#> 779  25025081900      Guns 2018  7.61  2018-01-01
#> 780  25025081900      Guns 2019 11.73  2019-01-01
#> 781  25025081800      Guns 2010  2.22  2010-01-01
#> 782  25025081800      Guns 2011 12.99  2011-01-01
#> 783  25025081800      Guns 2012  9.06  2012-01-01
#> 784  25025081800      Guns 2013 18.11  2013-01-01
#> 785  25025081800      Guns 2014 12.84  2014-01-01
#> 786  25025081800      Guns 2015 10.18  2015-01-01
#> 787  25025081800      Guns 2016 10.18  2016-01-01
#> 788  25025081800      Guns 2017 13.01  2017-01-01
#> 789  25025081800      Guns 2018  9.90  2018-01-01
#> 790  25025081800      Guns 2019  6.59  2019-01-01
#> 791  25025081700      Guns 2010  0.87  2010-01-01
#> 792  25025081700      Guns 2011  9.46  2011-01-01
#> 793  25025081700      Guns 2012 15.42  2012-01-01
#> 794  25025081700      Guns 2013 21.58  2013-01-01
#> 795  25025081700      Guns 2014 17.33  2014-01-01
#> 796  25025081700      Guns 2015 15.46  2015-01-01
#> 797  25025081700      Guns 2016 14.43  2016-01-01
#> 798  25025081700      Guns 2017 14.43  2017-01-01
#> 799  25025081700      Guns 2018  8.24  2018-01-01
#> 800  25025081700      Guns 2019 15.90  2019-01-01
#> 801  25025081500      Guns 2010  0.00  2010-01-01
#> 802  25025081500      Guns 2011  7.06  2011-01-01
#> 803  25025081500      Guns 2012 11.39  2012-01-01
#> 804  25025081500      Guns 2013  6.41  2013-01-01
#> 805  25025081500      Guns 2014  7.58  2014-01-01
#> 806  25025081500      Guns 2015  5.30  2015-01-01
#> 807  25025081500      Guns 2016  5.30  2016-01-01
#> 808  25025081500      Guns 2017  5.30  2017-01-01
#> 809  25025081500      Guns 2018 11.01  2018-01-01
#> 810  25025081500      Guns 2019  7.65  2019-01-01
#> 811  25025081400      Guns 2010  0.74  2010-01-01
#> 812  25025081400      Guns 2011  5.10  2011-01-01
#> 813  25025081400      Guns 2012  2.74  2012-01-01
#> 814  25025081400      Guns 2013  5.94  2013-01-01
#> 815  25025081400      Guns 2014  6.17  2014-01-01
#> 816  25025081400      Guns 2015  6.51  2015-01-01
#> 817  25025081400      Guns 2016  7.88  2016-01-01
#> 818  25025081400      Guns 2017 11.30  2017-01-01
#> 819  25025081400      Guns 2018  6.51  2018-01-01
#> 820  25025081400      Guns 2019  7.14  2019-01-01
#> 821  25025081300      Guns 2010  0.58  2010-01-01
#> 822  25025081300      Guns 2011 10.41  2011-01-01
#> 823  25025081300      Guns 2012  5.21  2012-01-01
#> 824  25025081300      Guns 2013 13.63  2013-01-01
#> 825  25025081300      Guns 2014 12.26  2014-01-01
#> 826  25025081300      Guns 2015 14.89  2015-01-01
#> 827  25025081300      Guns 2016 14.35  2016-01-01
#> 828  25025081300      Guns 2017 13.46  2017-01-01
#> 829  25025081300      Guns 2018 10.95  2018-01-01
#> 830  25025081300      Guns 2019  8.26  2019-01-01
#> 831  25025110103      Guns 2010  0.68  2010-01-01
#> 832  25025110103      Guns 2011  3.59  2011-01-01
#> 833  25025110103      Guns 2012  3.69  2012-01-01
#> 834  25025110103      Guns 2013  3.20  2013-01-01
#> 835  25025110103      Guns 2014  2.14  2014-01-01
#> 836  25025110103      Guns 2015  4.76  2015-01-01
#> 837  25025110103      Guns 2016  2.54  2016-01-01
#> 838  25025110103      Guns 2017  2.54  2017-01-01
#> 839  25025110103      Guns 2018  1.59  2018-01-01
#> 840  25025110103      Guns 2019  2.10  2019-01-01
#> 841  25025110301      Guns 2010  0.39  2010-01-01
#> 842  25025110301      Guns 2011  2.42  2011-01-01
#> 843  25025110301      Guns 2012  2.76  2012-01-01
#> 844  25025110301      Guns 2013  2.25  2013-01-01
#> 845  25025110301      Guns 2014  1.84  2014-01-01
#> 846  25025110301      Guns 2015  2.60  2015-01-01
#> 847  25025110301      Guns 2016  2.23  2016-01-01
#> 848  25025110301      Guns 2017  4.46  2017-01-01
#> 849  25025110301      Guns 2018  2.60  2018-01-01
#> 850  25025110301      Guns 2019  2.94  2019-01-01
#> 851  25025140106      Guns 2010  0.00  2010-01-01
#> 852  25025140106      Guns 2011  0.00  2011-01-01
#> 853  25025140106      Guns 2012  1.10  2012-01-01
#> 854  25025140106      Guns 2013  1.60  2013-01-01
#> 855  25025140106      Guns 2014  1.05  2014-01-01
#> 856  25025140106      Guns 2015  3.21  2015-01-01
#> 857  25025140106      Guns 2016  2.75  2016-01-01
#> 858  25025140106      Guns 2017  2.29  2017-01-01
#> 859  25025140106      Guns 2018  0.92  2018-01-01
#> 860  25025140106      Guns 2019  1.37  2019-01-01
#> 861  25025010701      Guns 2010  0.00  2010-01-01
#> 862  25025010701      Guns 2011  0.68  2011-01-01
#> 863  25025010701      Guns 2012  0.68  2012-01-01
#> 864  25025010701      Guns 2013  1.06  2013-01-01
#> 865  25025010701      Guns 2014  1.43  2014-01-01
#> 866  25025010701      Guns 2015  1.48  2015-01-01
#> 867  25025010701      Guns 2016  1.11  2016-01-01
#> 868  25025010701      Guns 2017  3.33  2017-01-01
#> 869  25025010701      Guns 2018  1.85  2018-01-01
#> 870  25025010701      Guns 2019  4.67  2019-01-01
#> 871  25025010408      Guns 2010  0.00  2010-01-01
#> 872  25025010408      Guns 2011  0.68  2011-01-01
#> 873  25025010408      Guns 2012  1.33  2012-01-01
#> 874  25025010408      Guns 2013  1.35  2013-01-01
#> 875  25025010408      Guns 2014  2.13  2014-01-01
#> 876  25025010408      Guns 2015  0.72  2015-01-01
#> 877  25025010408      Guns 2016  0.72  2016-01-01
#> 878  25025010408      Guns 2017  0.72  2017-01-01
#> 879  25025010408      Guns 2018  0.00  2018-01-01
#> 880  25025010408      Guns 2019  0.00  2019-01-01
#> 881  25025000503      Guns 2010  0.00  2010-01-01
#> 882  25025000503      Guns 2011  1.03  2011-01-01
#> 883  25025000503      Guns 2012  0.53  2012-01-01
#> 884  25025000503      Guns 2013  2.39  2013-01-01
#> 885  25025000503      Guns 2014  0.00  2014-01-01
#> 886  25025000503      Guns 2015  0.94  2015-01-01
#> 887  25025000503      Guns 2016  0.94  2016-01-01
#> 888  25025000503      Guns 2017  0.94  2017-01-01
#> 889  25025000503      Guns 2018  0.00  2018-01-01
#> 890  25025000503      Guns 2019  1.00  2019-01-01
#> 891  25025081200      Guns 2010  0.57  2010-01-01
#> 892  25025081200      Guns 2011  5.55  2011-01-01
#> 893  25025081200      Guns 2012 11.90  2012-01-01
#> 894  25025081200      Guns 2013 16.06  2013-01-01
#> 895  25025081200      Guns 2014 11.42  2014-01-01
#> 896  25025081200      Guns 2015 24.60  2015-01-01
#> 897  25025081200      Guns 2016 20.69  2016-01-01
#> 898  25025081200      Guns 2017 20.69  2017-01-01
#> 899  25025081200      Guns 2018 12.30  2018-01-01
#> 900  25025081200      Guns 2019 15.01  2019-01-01
#> 901  25025081100      Guns 2010  0.00  2010-01-01
#> 902  25025081100      Guns 2011  2.19  2011-01-01
#> 903  25025081100      Guns 2012  2.85  2012-01-01
#> 904  25025081100      Guns 2013  2.34  2013-01-01
#> 905  25025081100      Guns 2014  4.33  2014-01-01
#> 906  25025081100      Guns 2015  2.90  2015-01-01
#> 907  25025081100      Guns 2016  4.35  2016-01-01
#> 908  25025081100      Guns 2017  7.01  2017-01-01
#> 909  25025081100      Guns 2018  3.14  2018-01-01
#> 910  25025081100      Guns 2019  5.14  2019-01-01
#> 911  25025080900      Guns 2010  0.58  2010-01-01
#> 912  25025080900      Guns 2011  3.21  2011-01-01
#> 913  25025080900      Guns 2012  2.67  2012-01-01
#> 914  25025080900      Guns 2013  2.87  2013-01-01
#> 915  25025080900      Guns 2014  3.22  2014-01-01
#> 916  25025080900      Guns 2015  2.11  2015-01-01
#> 917  25025080900      Guns 2016  2.38  2016-01-01
#> 918  25025080900      Guns 2017  2.64  2017-01-01
#> 919  25025080900      Guns 2018  0.53  2018-01-01
#> 920  25025080900      Guns 2019  0.27  2019-01-01
#> 921  25025080801      Guns 2010  0.58  2010-01-01
#> 922  25025080801      Guns 2011 11.00  2011-01-01
#> 923  25025080801      Guns 2012  6.50  2012-01-01
#> 924  25025080801      Guns 2013  9.68  2013-01-01
#> 925  25025080801      Guns 2014  9.77  2014-01-01
#> 926  25025080801      Guns 2015 12.24  2015-01-01
#> 927  25025080801      Guns 2016  7.79  2016-01-01
#> 928  25025080801      Guns 2017 10.68  2017-01-01
#> 929  25025080801      Guns 2018  6.90  2018-01-01
#> 930  25025080801      Guns 2019  6.20  2019-01-01
#> 931  25025080601      Guns 2010  0.59  2010-01-01
#> 932  25025080601      Guns 2011  5.32  2011-01-01
#> 933  25025080601      Guns 2012  6.04  2012-01-01
#> 934  25025080601      Guns 2013  7.71  2013-01-01
#> 935  25025080601      Guns 2014  8.62  2014-01-01
#> 936  25025080601      Guns 2015 14.31  2015-01-01
#> 937  25025080601      Guns 2016 13.61  2016-01-01
#> 938  25025080601      Guns 2017 11.54  2017-01-01
#> 939  25025080601      Guns 2018  6.46  2018-01-01
#> 940  25025080601      Guns 2019  6.30  2019-01-01
#> 941  25025080500      Guns 2010  1.52  2010-01-01
#> 942  25025080500      Guns 2011 12.63  2011-01-01
#> 943  25025080500      Guns 2012 14.64  2012-01-01
#> 944  25025080500      Guns 2013 14.30  2013-01-01
#> 945  25025080500      Guns 2014  9.39  2014-01-01
#> 946  25025080500      Guns 2015 12.17  2015-01-01
#> 947  25025080500      Guns 2016 13.77  2016-01-01
#> 948  25025080500      Guns 2017  9.93  2017-01-01
#> 949  25025080500      Guns 2018  4.16  2018-01-01
#> 950  25025080500      Guns 2019  5.29  2019-01-01
#> 951  25025080401      Guns 2010  1.99  2010-01-01
#> 952  25025080401      Guns 2011  5.11  2011-01-01
#> 953  25025080401      Guns 2012  5.64  2012-01-01
#> 954  25025080401      Guns 2013 10.35  2013-01-01
#> 955  25025080401      Guns 2014 14.06  2014-01-01
#> 956  25025080401      Guns 2015 16.82  2015-01-01
#> 957  25025080401      Guns 2016 15.53  2016-01-01
#> 958  25025080401      Guns 2017 21.03  2017-01-01
#> 959  25025080401      Guns 2018 11.32  2018-01-01
#> 960  25025080401      Guns 2019 10.11  2019-01-01
#> 961  25025080300      Guns 2010  4.15  2010-01-01
#> 962  25025080300      Guns 2011 10.81  2011-01-01
#> 963  25025080300      Guns 2012  9.76  2012-01-01
#> 964  25025080300      Guns 2013 23.18  2013-01-01
#> 965  25025080300      Guns 2014 18.80  2014-01-01
#> 966  25025080300      Guns 2015 19.64  2015-01-01
#> 967  25025080300      Guns 2016 12.38  2016-01-01
#> 968  25025080300      Guns 2017 17.51  2017-01-01
#> 969  25025080300      Guns 2018 12.38  2018-01-01
#> 970  25025080300      Guns 2019  8.62  2019-01-01
#> 971  25025071101      Guns 2010  1.79  2010-01-01
#> 972  25025071101      Guns 2011  8.60  2011-01-01
#> 973  25025071101      Guns 2012  7.70  2012-01-01
#> 974  25025071101      Guns 2013 10.82  2013-01-01
#> 975  25025071101      Guns 2014 11.08  2014-01-01
#> 976  25025071101      Guns 2015 10.03  2015-01-01
#> 977  25025071101      Guns 2016 12.90  2016-01-01
#> 978  25025071101      Guns 2017 12.90  2017-01-01
#> 979  25025071101      Guns 2018 12.66  2018-01-01
#> 980  25025071101      Guns 2019  9.79  2019-01-01
#> 981  25025070900      Guns 2010  0.67  2010-01-01
#> 982  25025070900      Guns 2011  2.70  2011-01-01
#> 983  25025070900      Guns 2012  4.99  2012-01-01
#> 984  25025070900      Guns 2013  3.17  2013-01-01
#> 985  25025070900      Guns 2014  8.24  2014-01-01
#> 986  25025070900      Guns 2015  9.78  2015-01-01
#> 987  25025070900      Guns 2016  7.75  2016-01-01
#> 988  25025070900      Guns 2017 10.11  2017-01-01
#> 989  25025070900      Guns 2018  2.36  2018-01-01
#> 990  25025070900      Guns 2019  5.70  2019-01-01
#> 991  25025140107      Guns 2010  0.00  2010-01-01
#> 992  25025140107      Guns 2011  3.08  2011-01-01
#> 993  25025140107      Guns 2012  1.04  2012-01-01
#> 994  25025140107      Guns 2013  1.72  2013-01-01
#> 995  25025140107      Guns 2014  1.97  2014-01-01
#> 996  25025140107      Guns 2015  0.74  2015-01-01
#> 997  25025140107      Guns 2016  1.12  2016-01-01
#> 998  25025140107      Guns 2017  3.72  2017-01-01
#> 999  25025140107      Guns 2018  1.49  2018-01-01
#> 1000 25025140107      Guns 2019  4.36  2019-01-01
#> 1001 25025130404      Guns 2010  0.34  2010-01-01
#> 1002 25025130404      Guns 2011  0.98  2011-01-01
#> 1003 25025130404      Guns 2012  0.30  2012-01-01
#> 1004 25025130404      Guns 2013  3.60  2013-01-01
#> 1005 25025130404      Guns 2014  1.87  2014-01-01
#> 1006 25025130404      Guns 2015  1.53  2015-01-01
#> 1007 25025130404      Guns 2016  1.53  2016-01-01
#> 1008 25025130404      Guns 2017  1.53  2017-01-01
#> 1009 25025130404      Guns 2018  0.00  2018-01-01
#> 1010 25025130404      Guns 2019  0.87  2019-01-01
#> 1011 25025130406      Guns 2010  0.00  2010-01-01
#> 1012 25025130406      Guns 2011  2.61  2011-01-01
#> 1013 25025130406      Guns 2012  1.13  2012-01-01
#> 1014 25025130406      Guns 2013  1.85  2013-01-01
#> 1015 25025130406      Guns 2014  1.77  2014-01-01
#> 1016 25025130406      Guns 2015  0.83  2015-01-01
#> 1017 25025130406      Guns 2016  1.66  2016-01-01
#> 1018 25025130406      Guns 2017  1.16  2017-01-01
#> 1019 25025130406      Guns 2018  0.50  2018-01-01
#> 1020 25025130406      Guns 2019  0.79  2019-01-01
#> 1021 25025120103      Guns 2010  0.00  2010-01-01
#> 1022 25025120103      Guns 2011  0.63  2011-01-01
#> 1023 25025120103      Guns 2012  0.00  2012-01-01
#> 1024 25025120103      Guns 2013  0.62  2013-01-01
#> 1025 25025120103      Guns 2014  1.81  2014-01-01
#> 1026 25025120103      Guns 2015  5.29  2015-01-01
#> 1027 25025120103      Guns 2016  0.59  2016-01-01
#> 1028 25025120103      Guns 2017  0.00  2017-01-01
#> 1029 25025120103      Guns 2018  5.29  2018-01-01
#> 1030 25025120103      Guns 2019  1.80  2019-01-01
#> 1031 25025100700      Guns 2010  0.69  2010-01-01
#> 1032 25025100700      Guns 2011  2.05  2011-01-01
#> 1033 25025100700      Guns 2012  0.67  2012-01-01
#> 1034 25025100700      Guns 2013  1.14  2013-01-01
#> 1035 25025100700      Guns 2014  1.34  2014-01-01
#> 1036 25025100700      Guns 2015  0.45  2015-01-01
#> 1037 25025100700      Guns 2016  0.91  2016-01-01
#> 1038 25025100700      Guns 2017  1.81  2017-01-01
#> 1039 25025100700      Guns 2018  1.13  2018-01-01
#> 1040 25025100700      Guns 2019  0.46  2019-01-01
#> 1041 25025100603      Guns 2010  0.00  2010-01-01
#> 1042 25025100603      Guns 2011  4.19  2011-01-01
#> 1043 25025100603      Guns 2012  1.96  2012-01-01
#> 1044 25025100603      Guns 2013  0.98  2013-01-01
#> 1045 25025100603      Guns 2014  1.93  2014-01-01
#> 1046 25025100603      Guns 2015  4.30  2015-01-01
#> 1047 25025100603      Guns 2016  0.48  2016-01-01
#> 1048 25025100603      Guns 2017  4.30  2017-01-01
#> 1049 25025100603      Guns 2018  1.91  2018-01-01
#> 1050 25025100603      Guns 2019  3.04  2019-01-01
#> 1051 25025092101      Guns 2010  1.33  2010-01-01
#> 1052 25025092101      Guns 2011  5.76  2011-01-01
#> 1053 25025092101      Guns 2012  3.42  2012-01-01
#> 1054 25025092101      Guns 2013  5.35  2013-01-01
#> 1055 25025092101      Guns 2014  7.70  2014-01-01
#> 1056 25025092101      Guns 2015  3.36  2015-01-01
#> 1057 25025092101      Guns 2016  4.90  2016-01-01
#> 1058 25025092101      Guns 2017  5.74  2017-01-01
#> 1059 25025092101      Guns 2018  4.06  2018-01-01
#> 1060 25025092101      Guns 2019  3.76  2019-01-01
#> 1061 25025061101      Guns 2010  0.91  2010-01-01
#> 1062 25025061101      Guns 2011  3.34  2011-01-01
#> 1063 25025061101      Guns 2012  5.29  2012-01-01
#> 1064 25025061101      Guns 2013  5.54  2013-01-01
#> 1065 25025061101      Guns 2014  6.33  2014-01-01
#> 1066 25025061101      Guns 2015 11.49  2015-01-01
#> 1067 25025061101      Guns 2016 12.37  2016-01-01
#> 1068 25025061101      Guns 2017 11.93  2017-01-01
#> 1069 25025061101      Guns 2018 10.16  2018-01-01
#> 1070 25025061101      Guns 2019  9.57  2019-01-01
#> 1071 25025070800      Guns 2010  0.27  2010-01-01
#> 1072 25025070800      Guns 2011  3.51  2011-01-01
#> 1073 25025070800      Guns 2012  3.25  2012-01-01
#> 1074 25025070800      Guns 2013  4.30  2013-01-01
#> 1075 25025070800      Guns 2014  6.44  2014-01-01
#> 1076 25025070800      Guns 2015  4.06  2015-01-01
#> 1077 25025070800      Guns 2016  1.45  2016-01-01
#> 1078 25025070800      Guns 2017  1.45  2017-01-01
#> 1079 25025070800      Guns 2018  3.19  2018-01-01
#> 1080 25025070800      Guns 2019  2.24  2019-01-01
#> 1081 25025070700      Guns 2010  0.00  2010-01-01
#> 1082 25025070700      Guns 2011  2.49  2011-01-01
#> 1083 25025070700      Guns 2012  1.34  2012-01-01
#> 1084 25025070700      Guns 2013  3.37  2013-01-01
#> 1085 25025070700      Guns 2014  2.19  2014-01-01
#> 1086 25025070700      Guns 2015  1.08  2015-01-01
#> 1087 25025070700      Guns 2016  2.52  2016-01-01
#> 1088 25025070700      Guns 2017  1.08  2017-01-01
#> 1089 25025070700      Guns 2018  2.52  2018-01-01
#> 1090 25025070700      Guns 2019  2.19  2019-01-01
#> 1091 25025070600      Guns 2010  0.00  2010-01-01
#> 1092 25025070600      Guns 2011  1.30  2011-01-01
#> 1093 25025070600      Guns 2012  1.68  2012-01-01
#> 1094 25025070600      Guns 2013  2.15  2013-01-01
#> 1095 25025070600      Guns 2014  2.41  2014-01-01
#> 1096 25025070600      Guns 2015  3.59  2015-01-01
#> 1097 25025070600      Guns 2016  2.39  2016-01-01
#> 1098 25025070600      Guns 2017  0.40  2017-01-01
#> 1099 25025070600      Guns 2018  1.20  2018-01-01
#> 1100 25025070600      Guns 2019  2.34  2019-01-01
#> 1101 25025070500      Guns 2010  0.16  2010-01-01
#> 1102 25025070500      Guns 2011  2.79  2011-01-01
#> 1103 25025070500      Guns 2012  3.86  2012-01-01
#> 1104 25025070500      Guns 2013  6.76  2013-01-01
#> 1105 25025070500      Guns 2014  7.30  2014-01-01
#> 1106 25025070500      Guns 2015  6.94  2015-01-01
#> 1107 25025070500      Guns 2016  7.79  2016-01-01
#> 1108 25025070500      Guns 2017  2.88  2017-01-01
#> 1109 25025070500      Guns 2018  2.20  2018-01-01
#> 1110 25025070500      Guns 2019  3.29  2019-01-01
#> 1111 25025070300      Guns 2010  0.45  2010-01-01
#> 1112 25025070300      Guns 2011  0.91  2011-01-01
#> 1113 25025070300      Guns 2012  0.22  2012-01-01
#> 1114 25025070300      Guns 2013  1.61  2013-01-01
#> 1115 25025070300      Guns 2014  0.44  2014-01-01
#> 1116 25025070300      Guns 2015  1.12  2015-01-01
#> 1117 25025070300      Guns 2016  1.12  2016-01-01
#> 1118 25025070300      Guns 2017  2.69  2017-01-01
#> 1119 25025070300      Guns 2018  1.35  2018-01-01
#> 1120 25025070300      Guns 2019  1.34  2019-01-01
#> 1121 25025070200      Guns 2010  0.19  2010-01-01
#> 1122 25025070200      Guns 2011  3.26  2011-01-01
#> 1123 25025070200      Guns 2012  3.30  2012-01-01
#> 1124 25025070200      Guns 2013  2.10  2013-01-01
#> 1125 25025070200      Guns 2014  2.66  2014-01-01
#> 1126 25025070200      Guns 2015  2.36  2015-01-01
#> 1127 25025070200      Guns 2016  2.54  2016-01-01
#> 1128 25025070200      Guns 2017  4.00  2017-01-01
#> 1129 25025070200      Guns 2018  3.45  2018-01-01
#> 1130 25025070200      Guns 2019  2.67  2019-01-01
#> 1131 25025070101      Guns 2010  0.36  2010-01-01
#> 1132 25025070101      Guns 2011  3.04  2011-01-01
#> 1133 25025070101      Guns 2012  2.73  2012-01-01
#> 1134 25025070101      Guns 2013  7.06  2013-01-01
#> 1135 25025070101      Guns 2014  6.76  2014-01-01
#> 1136 25025070101      Guns 2015  7.08  2015-01-01
#> 1137 25025070101      Guns 2016  8.93  2016-01-01
#> 1138 25025070101      Guns 2017 10.62  2017-01-01
#> 1139 25025070101      Guns 2018  9.08  2018-01-01
#> 1140 25025070101      Guns 2019  5.09  2019-01-01
#> 1141 25025061200      Guns 2010  0.59  2010-01-01
#> 1142 25025061200      Guns 2011  1.54  2011-01-01
#> 1143 25025061200      Guns 2012  3.18  2012-01-01
#> 1144 25025061200      Guns 2013  4.51  2013-01-01
#> 1145 25025061200      Guns 2014  2.05  2014-01-01
#> 1146 25025061200      Guns 2015  3.52  2015-01-01
#> 1147 25025061200      Guns 2016  1.64  2016-01-01
#> 1148 25025061200      Guns 2017  3.28  2017-01-01
#> 1149 25025061200      Guns 2018  6.10  2018-01-01
#> 1150 25025061200      Guns 2019  3.90  2019-01-01
#> 1151 25025061000      Guns 2010  0.30  2010-01-01
#> 1152 25025061000      Guns 2011  0.60  2011-01-01
#> 1153 25025061000      Guns 2012  2.47  2012-01-01
#> 1154 25025061000      Guns 2013  3.45  2013-01-01
#> 1155 25025061000      Guns 2014  1.91  2014-01-01
#> 1156 25025061000      Guns 2015  3.64  2015-01-01
#> 1157 25025061000      Guns 2016  3.04  2016-01-01
#> 1158 25025061000      Guns 2017 10.02  2017-01-01
#> 1159 25025061000      Guns 2018  6.68  2018-01-01
#> 1160 25025061000      Guns 2019  2.79  2019-01-01
#> 1161 25025060800      Guns 2010  0.00  2010-01-01
#> 1162 25025060800      Guns 2011  0.67  2011-01-01
#> 1163 25025060800      Guns 2012  0.66  2012-01-01
#> 1164 25025060800      Guns 2013  1.76  2013-01-01
#> 1165 25025060800      Guns 2014  0.45  2014-01-01
#> 1166 25025060800      Guns 2015  3.20  2015-01-01
#> 1167 25025060800      Guns 2016  1.83  2016-01-01
#> 1168 25025060800      Guns 2017  3.43  2017-01-01
#> 1169 25025060800      Guns 2018  4.12  2018-01-01
#> 1170 25025060800      Guns 2019  1.62  2019-01-01
#> 1171 25025060700      Guns 2010  0.00  2010-01-01
#> 1172 25025060700      Guns 2011  2.12  2011-01-01
#> 1173 25025060700      Guns 2012  6.14  2012-01-01
#> 1174 25025060700      Guns 2013  3.13  2013-01-01
#> 1175 25025060700      Guns 2014  5.07  2014-01-01
#> 1176 25025060700      Guns 2015  9.53  2015-01-01
#> 1177 25025060700      Guns 2016  3.81  2016-01-01
#> 1178 25025060700      Guns 2017 21.34  2017-01-01
#> 1179 25025060700      Guns 2018 15.62  2018-01-01
#> 1180 25025060700      Guns 2019  3.06  2019-01-01
#> 1181 25025080100      Guns 2010  1.67  2010-01-01
#> 1182 25025080100      Guns 2011  5.97  2011-01-01
#> 1183 25025080100      Guns 2012  6.63  2012-01-01
#> 1184 25025080100      Guns 2013 15.28  2013-01-01
#> 1185 25025080100      Guns 2014  8.66  2014-01-01
#> 1186 25025080100      Guns 2015 11.75  2015-01-01
#> 1187 25025080100      Guns 2016 18.72  2016-01-01
#> 1188 25025080100      Guns 2017 13.22  2017-01-01
#> 1189 25025080100      Guns 2018 23.13  2018-01-01
#> 1190 25025080100      Guns 2019 12.27  2019-01-01
#> 1191 25025060301      Guns 2010  0.33  2010-01-01
#> 1192 25025060301      Guns 2011  0.97  2011-01-01
#> 1193 25025060301      Guns 2012  0.63  2012-01-01
#> 1194 25025060301      Guns 2013  0.00  2013-01-01
#> 1195 25025060301      Guns 2014  0.29  2014-01-01
#> 1196 25025060301      Guns 2015  1.40  2015-01-01
#> 1197 25025060301      Guns 2016  0.56  2016-01-01
#> 1198 25025060301      Guns 2017  0.00  2017-01-01
#> 1199 25025060301      Guns 2018  0.84  2018-01-01
#> 1200 25025060301      Guns 2019  0.00  2019-01-01
#> 1201 25025090901      Guns 2010  0.00  2010-01-01
#> 1202 25025090901      Guns 2011  2.30  2011-01-01
#> 1203 25025090901      Guns 2012  1.89  2012-01-01
#> 1204 25025090901      Guns 2013  1.04  2013-01-01
#> 1205 25025090901      Guns 2014  2.30  2014-01-01
#> 1206 25025090901      Guns 2015  1.04  2015-01-01
#> 1207 25025090901      Guns 2016  1.82  2016-01-01
#> 1208 25025090901      Guns 2017  1.56  2017-01-01
#> 1209 25025090901      Guns 2018  1.82  2018-01-01
#> 1210 25025090901      Guns 2019  1.32  2019-01-01
#> 1211 25025060101      Guns 2010  0.00  2010-01-01
#> 1212 25025060101      Guns 2011  1.10  2011-01-01
#> 1213 25025060101      Guns 2012  0.00  2012-01-01
#> 1214 25025060101      Guns 2013  0.26  2013-01-01
#> 1215 25025060101      Guns 2014  1.11  2014-01-01
#> 1216 25025060101      Guns 2015  1.10  2015-01-01
#> 1217 25025060101      Guns 2016  0.28  2016-01-01
#> 1218 25025060101      Guns 2017  0.00  2017-01-01
#> 1219 25025060101      Guns 2018  0.28  2018-01-01
#> 1220 25025060101      Guns 2019  0.57  2019-01-01
#> 1221 25025060600      Guns 2010  0.00  2010-01-01
#> 1222 25025060600      Guns 2011  2.44  2011-01-01
#> 1223 25025060600      Guns 2012  0.39  2012-01-01
#> 1224 25025060600      Guns 2013  2.99  2013-01-01
#> 1225 25025060600      Guns 2014  0.69  2014-01-01
#> 1226 25025060600      Guns 2015  1.24  2015-01-01
#> 1227 25025060600      Guns 2016  1.86  2016-01-01
#> 1228 25025060600      Guns 2017  3.11  2017-01-01
#> 1229 25025060600      Guns 2018  2.49  2018-01-01
#> 1230 25025060600      Guns 2019  1.38  2019-01-01
#> 1231 25025060400      Guns 2010  0.00  2010-01-01
#> 1232 25025060400      Guns 2011  0.40  2011-01-01
#> 1233 25025060400      Guns 2012  0.19  2012-01-01
#> 1234 25025060400      Guns 2013  0.56  2013-01-01
#> 1235 25025060400      Guns 2014  0.90  2014-01-01
#> 1236 25025060400      Guns 2015  0.53  2015-01-01
#> 1237 25025060400      Guns 2016  0.35  2016-01-01
#> 1238 25025060400      Guns 2017  0.71  2017-01-01
#> 1239 25025060400      Guns 2018  1.06  2018-01-01
#> 1240 25025060400      Guns 2019  1.06  2019-01-01
#> 1241 25025060200      Guns 2010  0.00  2010-01-01
#> 1242 25025060200      Guns 2011  0.95  2011-01-01
#> 1243 25025060200      Guns 2012  0.89  2012-01-01
#> 1244 25025060200      Guns 2013  0.00  2013-01-01
#> 1245 25025060200      Guns 2014  0.83  2014-01-01
#> 1246 25025060200      Guns 2015  0.00  2015-01-01
#> 1247 25025060200      Guns 2016  0.00  2016-01-01
#> 1248 25025060200      Guns 2017  0.86  2017-01-01
#> 1249 25025060200      Guns 2018  1.29  2018-01-01
#> 1250 25025060200      Guns 2019  0.44  2019-01-01
#> 1251 25025050700      Guns 2010  0.00  2010-01-01
#> 1252 25025050700      Guns 2011  0.62  2011-01-01
#> 1253 25025050700      Guns 2012  1.01  2012-01-01
#> 1254 25025050700      Guns 2013  1.69  2013-01-01
#> 1255 25025050700      Guns 2014  1.83  2014-01-01
#> 1256 25025050700      Guns 2015  0.89  2015-01-01
#> 1257 25025050700      Guns 2016  0.89  2016-01-01
#> 1258 25025050700      Guns 2017  0.89  2017-01-01
#> 1259 25025050700      Guns 2018  0.72  2018-01-01
#> 1260 25025050700      Guns 2019  0.36  2019-01-01
#> 1261 25025050600      Guns 2010  0.46  2010-01-01
#> 1262 25025050600      Guns 2011  1.22  2011-01-01
#> 1263 25025050600      Guns 2012  1.26  2012-01-01
#> 1264 25025050600      Guns 2013  2.62  2013-01-01
#> 1265 25025050600      Guns 2014  2.36  2014-01-01
#> 1266 25025050600      Guns 2015  3.74  2015-01-01
#> 1267 25025050600      Guns 2016  2.08  2016-01-01
#> 1268 25025050600      Guns 2017  0.42  2017-01-01
#> 1269 25025050600      Guns 2018  0.83  2018-01-01
#> 1270 25025050600      Guns 2019  2.02  2019-01-01
#> 1271 25025050500      Guns 2010  0.00  2010-01-01
#> 1272 25025050500      Guns 2011  1.02  2011-01-01
#> 1273 25025050500      Guns 2012  0.91  2012-01-01
#> 1274 25025050500      Guns 2013  0.87  2013-01-01
#> 1275 25025050500      Guns 2014  0.81  2014-01-01
#> 1276 25025050500      Guns 2015  0.00  2015-01-01
#> 1277 25025050500      Guns 2016  0.80  2016-01-01
#> 1278 25025050500      Guns 2017  0.40  2017-01-01
#> 1279 25025050500      Guns 2018  0.80  2018-01-01
#> 1280 25025050500      Guns 2019  0.43  2019-01-01
#> 1281 25025050400      Guns 2010  0.00  2010-01-01
#> 1282 25025050400      Guns 2011  3.02  2011-01-01
#> 1283 25025050400      Guns 2012  1.60  2012-01-01
#> 1284 25025050400      Guns 2013  3.28  2013-01-01
#> 1285 25025050400      Guns 2014  1.17  2014-01-01
#> 1286 25025050400      Guns 2015  1.95  2015-01-01
#> 1287 25025050400      Guns 2016  4.30  2016-01-01
#> 1288 25025050400      Guns 2017  1.17  2017-01-01
#> 1289 25025050400      Guns 2018  2.73  2018-01-01
#> 1290 25025050400      Guns 2019  1.21  2019-01-01
#> 1291 25025050300      Guns 2010  0.00  2010-01-01
#> 1292 25025050300      Guns 2011  1.37  2011-01-01
#> 1293 25025050300      Guns 2012  2.54  2012-01-01
#> 1294 25025050300      Guns 2013  5.60  2013-01-01
#> 1295 25025050300      Guns 2014  6.07  2014-01-01
#> 1296 25025050300      Guns 2015  7.87  2015-01-01
#> 1297 25025050300      Guns 2016  6.56  2016-01-01
#> 1298 25025050300      Guns 2017  5.68  2017-01-01
#> 1299 25025050300      Guns 2018  4.37  2018-01-01
#> 1300 25025050300      Guns 2019  1.61  2019-01-01
#> 1301 25025050200      Guns 2010  0.20  2010-01-01
#> 1302 25025050200      Guns 2011  1.83  2011-01-01
#> 1303 25025050200      Guns 2012  2.01  2012-01-01
#> 1304 25025050200      Guns 2013  1.32  2013-01-01
#> 1305 25025050200      Guns 2014  2.55  2014-01-01
#> 1306 25025050200      Guns 2015  1.80  2015-01-01
#> 1307 25025050200      Guns 2016  1.80  2016-01-01
#> 1308 25025050200      Guns 2017  1.14  2017-01-01
#> 1309 25025050200      Guns 2018  1.47  2018-01-01
#> 1310 25025050200      Guns 2019  0.71  2019-01-01
#> 1311 25025040300      Guns 2010  0.48  2010-01-01
#> 1312 25025040300      Guns 2011  2.64  2011-01-01
#> 1313 25025040300      Guns 2012  2.39  2012-01-01
#> 1314 25025040300      Guns 2013  3.47  2013-01-01
#> 1315 25025040300      Guns 2014  5.75  2014-01-01
#> 1316 25025040300      Guns 2015  2.39  2015-01-01
#> 1317 25025040300      Guns 2016  0.48  2016-01-01
#> 1318 25025040300      Guns 2017  0.95  2017-01-01
#> 1319 25025040300      Guns 2018  1.67  2018-01-01
#> 1320 25025040300      Guns 2019  1.11  2019-01-01
#> 1321 25025040200      Guns 2010  1.61  2010-01-01
#> 1322 25025040200      Guns 2011  1.70  2011-01-01
#> 1323 25025040200      Guns 2012  3.66  2012-01-01
#> 1324 25025040200      Guns 2013  4.35  2013-01-01
#> 1325 25025040200      Guns 2014  4.17  2014-01-01
#> 1326 25025040200      Guns 2015  1.04  2015-01-01
#> 1327 25025040200      Guns 2016  2.60  2016-01-01
#> 1328 25025040200      Guns 2017  2.60  2017-01-01
#> 1329 25025040200      Guns 2018  3.12  2018-01-01
#> 1330 25025040200      Guns 2019  2.45  2019-01-01
#> 1331 25025030500      Guns 2010  0.00  2010-01-01
#> 1332 25025030500      Guns 2011  0.00  2011-01-01
#> 1333 25025030500      Guns 2012  0.74  2012-01-01
#> 1334 25025030500      Guns 2013  0.38  2013-01-01
#> 1335 25025030500      Guns 2014  0.00  2014-01-01
#> 1336 25025030500      Guns 2015  0.39  2015-01-01
#> 1337 25025030500      Guns 2016  0.39  2016-01-01
#> 1338 25025030500      Guns 2017  0.39  2017-01-01
#> 1339 25025030500      Guns 2018  0.39  2018-01-01
#> 1340 25025030500      Guns 2019  0.40  2019-01-01
#> 1341 25025051101      Guns 2010  0.31  2010-01-01
#> 1342 25025051101      Guns 2011  1.89  2011-01-01
#> 1343 25025051101      Guns 2012  1.41  2012-01-01
#> 1344 25025051101      Guns 2013  2.01  2013-01-01
#> 1345 25025051101      Guns 2014  1.97  2014-01-01
#> 1346 25025051101      Guns 2015  1.78  2015-01-01
#> 1347 25025051101      Guns 2016  0.96  2016-01-01
#> 1348 25025051101      Guns 2017  2.46  2017-01-01
#> 1349 25025051101      Guns 2018  0.68  2018-01-01
#> 1350 25025051101      Guns 2019  1.20  2019-01-01
#> 1351 25025051000      Guns 2010  0.23  2010-01-01
#> 1352 25025051000      Guns 2011  0.92  2011-01-01
#> 1353 25025051000      Guns 2012  0.86  2012-01-01
#> 1354 25025051000      Guns 2013  0.66  2013-01-01
#> 1355 25025051000      Guns 2014  0.90  2014-01-01
#> 1356 25025051000      Guns 2015  0.86  2015-01-01
#> 1357 25025051000      Guns 2016  0.64  2016-01-01
#> 1358 25025051000      Guns 2017  1.50  2017-01-01
#> 1359 25025051000      Guns 2018  0.64  2018-01-01
#> 1360 25025051000      Guns 2019  0.41  2019-01-01
#> 1361 25025030400      Guns 2010  0.00  2010-01-01
#> 1362 25025030400      Guns 2011  0.42  2011-01-01
#> 1363 25025030400      Guns 2012  0.39  2012-01-01
#> 1364 25025030400      Guns 2013  0.00  2013-01-01
#> 1365 25025030400      Guns 2014  1.41  2014-01-01
#> 1366 25025030400      Guns 2015  0.73  2015-01-01
#> 1367 25025030400      Guns 2016  0.73  2016-01-01
#> 1368 25025030400      Guns 2017  0.36  2017-01-01
#> 1369 25025030400      Guns 2018  0.36  2018-01-01
#> 1370 25025030400      Guns 2019  0.37  2019-01-01
#> 1371 25025030300      Guns 2010  0.19  2010-01-01
#> 1372 25025030300      Guns 2011  1.85  2011-01-01
#> 1373 25025030300      Guns 2012  0.92  2012-01-01
#> 1374 25025030300      Guns 2013  2.18  2013-01-01
#> 1375 25025030300      Guns 2014  2.70  2014-01-01
#> 1376 25025030300      Guns 2015  4.84  2015-01-01
#> 1377 25025030300      Guns 2016  3.94  2016-01-01
#> 1378 25025030300      Guns 2017  3.58  2017-01-01
#> 1379 25025030300      Guns 2018  3.40  2018-01-01
#> 1380 25025030300      Guns 2019  3.06  2019-01-01
#> 1381 25025030200      Guns 2010  0.00  2010-01-01
#> 1382 25025030200      Guns 2011  0.00  2011-01-01
#> 1383 25025030200      Guns 2012  0.00  2012-01-01
#> 1384 25025030200      Guns 2013  1.15  2013-01-01
#> 1385 25025030200      Guns 2014  0.59  2014-01-01
#> 1386 25025030200      Guns 2015  1.18  2015-01-01
#> 1387 25025030200      Guns 2016  1.18  2016-01-01
#> 1388 25025030200      Guns 2017  1.77  2017-01-01
#> 1389 25025030200      Guns 2018  1.77  2018-01-01
#> 1390 25025030200      Guns 2019  1.65  2019-01-01
#> 1391 25025030100      Guns 2010  0.00  2010-01-01
#> 1392 25025030100      Guns 2011  0.99  2011-01-01
#> 1393 25025030100      Guns 2012  0.46  2012-01-01
#> 1394 25025030100      Guns 2013  2.32  2013-01-01
#> 1395 25025030100      Guns 2014  0.91  2014-01-01
#> 1396 25025030100      Guns 2015  0.44  2015-01-01
#> 1397 25025030100      Guns 2016  0.44  2016-01-01
#> 1398 25025030100      Guns 2017  0.44  2017-01-01
#> 1399 25025030100      Guns 2018  1.33  2018-01-01
#> 1400 25025030100      Guns 2019  0.43  2019-01-01
#> 1401 25025020200      Guns 2010  0.00  2010-01-01
#> 1402 25025020200      Guns 2011  0.26  2011-01-01
#> 1403 25025020200      Guns 2012  0.77  2012-01-01
#> 1404 25025020200      Guns 2013  0.26  2013-01-01
#> 1405 25025020200      Guns 2014  0.00  2014-01-01
#> 1406 25025020200      Guns 2015  0.26  2015-01-01
#> 1407 25025020200      Guns 2016  1.06  2016-01-01
#> 1408 25025020200      Guns 2017  1.06  2017-01-01
#> 1409 25025020200      Guns 2018  0.26  2018-01-01
#> 1410 25025020200      Guns 2019  0.00  2019-01-01
#> 1411 25025010600      Guns 2010  0.35  2010-01-01
#> 1412 25025010600      Guns 2011  2.19  2011-01-01
#> 1413 25025010600      Guns 2012  1.06  2012-01-01
#> 1414 25025010600      Guns 2013  1.65  2013-01-01
#> 1415 25025010600      Guns 2014  3.50  2014-01-01
#> 1416 25025010600      Guns 2015  5.12  2015-01-01
#> 1417 25025010600      Guns 2016  4.16  2016-01-01
#> 1418 25025010600      Guns 2017  4.48  2017-01-01
#> 1419 25025010600      Guns 2018  5.76  2018-01-01
#> 1420 25025010600      Guns 2019  4.77  2019-01-01
#> 1421 25025010500      Guns 2010  0.00  2010-01-01
#> 1422 25025010500      Guns 2011  0.00  2011-01-01
#> 1423 25025010500      Guns 2012  0.60  2012-01-01
#> 1424 25025010500      Guns 2013  1.80  2013-01-01
#> 1425 25025010500      Guns 2014  0.91  2014-01-01
#> 1426 25025010500      Guns 2015  2.06  2015-01-01
#> 1427 25025010500      Guns 2016  1.47  2016-01-01
#> 1428 25025010500      Guns 2017  1.47  2017-01-01
#> 1429 25025010500      Guns 2018  3.24  2018-01-01
#> 1430 25025010500      Guns 2019  1.99  2019-01-01
#> 1431 25025010300      Guns 2010  0.00  2010-01-01
#> 1432 25025010300      Guns 2011  0.59  2011-01-01
#> 1433 25025010300      Guns 2012  0.19  2012-01-01
#> 1434 25025010300      Guns 2013  0.38  2013-01-01
#> 1435 25025010300      Guns 2014  0.00  2014-01-01
#> 1436 25025010300      Guns 2015  0.56  2015-01-01
#> 1437 25025010300      Guns 2016  0.56  2016-01-01
#> 1438 25025010300      Guns 2017  0.37  2017-01-01
#> 1439 25025010300      Guns 2018  0.56  2018-01-01
#> 1440 25025010300      Guns 2019  0.00  2019-01-01
#> 1441 25025000802      Guns 2010  0.25  2010-01-01
#> 1442 25025000802      Guns 2011  1.58  2011-01-01
#> 1443 25025000802      Guns 2012  2.35  2012-01-01
#> 1444 25025000802      Guns 2013  3.51  2013-01-01
#> 1445 25025000802      Guns 2014  2.13  2014-01-01
#> 1446 25025000802      Guns 2015  2.12  2015-01-01
#> 1447 25025000802      Guns 2016  3.49  2016-01-01
#> 1448 25025000802      Guns 2017  3.03  2017-01-01
#> 1449 25025000802      Guns 2018  3.18  2018-01-01
#> 1450 25025000802      Guns 2019  2.55  2019-01-01
#> 1451 25025000701      Guns 2010  0.00  2010-01-01
#> 1452 25025000701      Guns 2011  2.63  2011-01-01
#> 1453 25025000701      Guns 2012  2.02  2012-01-01
#> 1454 25025000701      Guns 2013  2.38  2013-01-01
#> 1455 25025000701      Guns 2014  0.51  2014-01-01
#> 1456 25025000701      Guns 2015  0.70  2015-01-01
#> 1457 25025000701      Guns 2016  1.16  2016-01-01
#> 1458 25025000701      Guns 2017  0.47  2017-01-01
#> 1459 25025000701      Guns 2018  0.00  2018-01-01
#> 1460 25025000701      Guns 2019  0.42  2019-01-01
#> 1461 25025050101      Guns 2010  0.19  2010-01-01
#> 1462 25025050101      Guns 2011  1.52  2011-01-01
#> 1463 25025050101      Guns 2012  0.90  2012-01-01
#> 1464 25025050101      Guns 2013  1.09  2013-01-01
#> 1465 25025050101      Guns 2014  2.94  2014-01-01
#> 1466 25025050101      Guns 2015  1.68  2015-01-01
#> 1467 25025050101      Guns 2016  1.31  2016-01-01
#> 1468 25025050101      Guns 2017  1.31  2017-01-01
#> 1469 25025050101      Guns 2018  3.17  2018-01-01
#> 1470 25025050101      Guns 2019  1.80  2019-01-01
#> 1471 25025050901      Guns 2010  0.44  2010-01-01
#> 1472 25025050901      Guns 2011  1.83  2011-01-01
#> 1473 25025050901      Guns 2012  2.42  2012-01-01
#> 1474 25025050901      Guns 2013  1.27  2013-01-01
#> 1475 25025050901      Guns 2014  2.34  2014-01-01
#> 1476 25025050901      Guns 2015  1.99  2015-01-01
#> 1477 25025050901      Guns 2016  3.32  2016-01-01
#> 1478 25025050901      Guns 2017  2.21  2017-01-01
#> 1479 25025050901      Guns 2018  2.43  2018-01-01
#> 1480 25025050901      Guns 2019  1.52  2019-01-01
#> 1481 25025060501      Guns 2010  0.00  2010-01-01
#> 1482 25025060501      Guns 2011  0.81  2011-01-01
#> 1483 25025060501      Guns 2012  0.79  2012-01-01
#> 1484 25025060501      Guns 2013  1.48  2013-01-01
#> 1485 25025060501      Guns 2014  0.97  2014-01-01
#> 1486 25025060501      Guns 2015  1.43  2015-01-01
#> 1487 25025060501      Guns 2016  0.71  2016-01-01
#> 1488 25025060501      Guns 2017  0.95  2017-01-01
#> 1489 25025060501      Guns 2018  1.19  2018-01-01
#> 1490 25025060501      Guns 2019  0.25  2019-01-01
#> 1491 25025040100      Guns 2010  0.00  2010-01-01
#> 1492 25025040100      Guns 2011  0.88  2011-01-01
#> 1493 25025040100      Guns 2012  0.43  2012-01-01
#> 1494 25025040100      Guns 2013  1.67  2013-01-01
#> 1495 25025040100      Guns 2014  1.20  2014-01-01
#> 1496 25025040100      Guns 2015  0.41  2015-01-01
#> 1497 25025040100      Guns 2016  0.81  2016-01-01
#> 1498 25025040100      Guns 2017  0.81  2017-01-01
#> 1499 25025040100      Guns 2018  0.41  2018-01-01
#> 1500 25025040100      Guns 2019  0.41  2019-01-01
#> 1501 25025040600      Guns 2010  0.00  2010-01-01
#> 1502 25025040600      Guns 2011  0.35  2011-01-01
#> 1503 25025040600      Guns 2012  1.05  2012-01-01
#> 1504 25025040600      Guns 2013  2.44  2013-01-01
#> 1505 25025040600      Guns 2014  0.00  2014-01-01
#> 1506 25025040600      Guns 2015  1.30  2015-01-01
#> 1507 25025040600      Guns 2016  1.95  2016-01-01
#> 1508 25025040600      Guns 2017  1.62  2017-01-01
#> 1509 25025040600      Guns 2018  2.27  2018-01-01
#> 1510 25025040600      Guns 2019  1.96  2019-01-01
#> 1511 25025000602      Guns 2010  0.00  2010-01-01
#> 1512 25025000602      Guns 2011  1.60  2011-01-01
#> 1513 25025000602      Guns 2012  2.61  2012-01-01
#> 1514 25025000602      Guns 2013  6.24  2013-01-01
#> 1515 25025000602      Guns 2014  2.24  2014-01-01
#> 1516 25025000602      Guns 2015  3.59  2015-01-01
#> 1517 25025000602      Guns 2016  3.85  2016-01-01
#> 1518 25025000602      Guns 2017  2.31  2017-01-01
#> 1519 25025000602      Guns 2018  3.34  2018-01-01
#> 1520 25025000602      Guns 2019  3.56  2019-01-01
#> 1521 25025000601      Guns 2010  0.00  2010-01-01
#> 1522 25025000601      Guns 2011  0.33  2011-01-01
#> 1523 25025000601      Guns 2012  0.31  2012-01-01
#> 1524 25025000601      Guns 2013  1.82  2013-01-01
#> 1525 25025000601      Guns 2014  1.42  2014-01-01
#> 1526 25025000601      Guns 2015  1.05  2015-01-01
#> 1527 25025000601      Guns 2016  1.05  2016-01-01
#> 1528 25025000601      Guns 2017  0.79  2017-01-01
#> 1529 25025000601      Guns 2018  1.84  2018-01-01
#> 1530 25025000601      Guns 2019  0.75  2019-01-01
#> 1531 25025000502      Guns 2010  0.20  2010-01-01
#> 1532 25025000502      Guns 2011  0.39  2011-01-01
#> 1533 25025000502      Guns 2012  0.72  2012-01-01
#> 1534 25025000502      Guns 2013  0.16  2013-01-01
#> 1535 25025000502      Guns 2014  0.34  2014-01-01
#> 1536 25025000502      Guns 2015  0.17  2015-01-01
#> 1537 25025000502      Guns 2016  0.85  2016-01-01
#> 1538 25025000502      Guns 2017  0.34  2017-01-01
#> 1539 25025000502      Guns 2018  0.00  2018-01-01
#> 1540 25025000502      Guns 2019  0.86  2019-01-01
#> 1541 25025000402      Guns 2010  0.00  2010-01-01
#> 1542 25025000402      Guns 2011  0.00  2011-01-01
#> 1543 25025000402      Guns 2012  2.92  2012-01-01
#> 1544 25025000402      Guns 2013  1.57  2013-01-01
#> 1545 25025000402      Guns 2014  0.00  2014-01-01
#> 1546 25025000402      Guns 2015  0.29  2015-01-01
#> 1547 25025000402      Guns 2016  0.87  2016-01-01
#> 1548 25025000402      Guns 2017  0.58  2017-01-01
#> 1549 25025000402      Guns 2018  0.00  2018-01-01
#> 1550 25025000402      Guns 2019  0.00  2019-01-01
#> 1551 25025000401      Guns 2010  0.19  2010-01-01
#> 1552 25025000401      Guns 2011  0.96  2011-01-01
#> 1553 25025000401      Guns 2012  1.77  2012-01-01
#> 1554 25025000401      Guns 2013  0.57  2013-01-01
#> 1555 25025000401      Guns 2014  0.78  2014-01-01
#> 1556 25025000401      Guns 2015  0.59  2015-01-01
#> 1557 25025000401      Guns 2016  1.17  2016-01-01
#> 1558 25025000401      Guns 2017  1.17  2017-01-01
#> 1559 25025000401      Guns 2018  0.39  2018-01-01
#> 1560 25025000401      Guns 2019  0.00  2019-01-01
#> 1561 25025000202      Guns 2010  0.82  2010-01-01
#> 1562 25025000202      Guns 2011  2.02  2011-01-01
#> 1563 25025000202      Guns 2012  1.72  2012-01-01
#> 1564 25025000202      Guns 2013  3.07  2013-01-01
#> 1565 25025000202      Guns 2014  2.43  2014-01-01
#> 1566 25025000202      Guns 2015  0.75  2015-01-01
#> 1567 25025000202      Guns 2016  4.02  2016-01-01
#> 1568 25025000202      Guns 2017  1.76  2017-01-01
#> 1569 25025000202      Guns 2018  3.52  2018-01-01
#> 1570 25025000202      Guns 2019  1.17  2019-01-01
#> 1571 25025000201      Guns 2010  0.00  2010-01-01
#> 1572 25025000201      Guns 2011  1.60  2011-01-01
#> 1573 25025000201      Guns 2012  0.65  2012-01-01
#> 1574 25025000201      Guns 2013  0.91  2013-01-01
#> 1575 25025000201      Guns 2014  0.28  2014-01-01
#> 1576 25025000201      Guns 2015  0.78  2015-01-01
#> 1577 25025000201      Guns 2016  0.52  2016-01-01
#> 1578 25025000201      Guns 2017  0.00  2017-01-01
#> 1579 25025000201      Guns 2018  1.81  2018-01-01
#> 1580 25025000201      Guns 2019  0.25  2019-01-01
#> 1581 25025040401      Guns 2010  0.35  2010-01-01
#> 1582 25025040401      Guns 2011  1.17  2011-01-01
#> 1583 25025040401      Guns 2012  0.80  2012-01-01
#> 1584 25025040401      Guns 2013  2.38  2013-01-01
#> 1585 25025040401      Guns 2014  2.30  2014-01-01
#> 1586 25025040401      Guns 2015  1.45  2015-01-01
#> 1587 25025040401      Guns 2016  2.18  2016-01-01
#> 1588 25025040401      Guns 2017  2.18  2017-01-01
#> 1589 25025040401      Guns 2018  0.73  2018-01-01
#> 1590 25025040401      Guns 2019  0.68  2019-01-01
#> 1591 25025020303      Guns 2010  0.00  2010-01-01
#> 1592 25025020303      Guns 2011  1.60  2011-01-01
#> 1593 25025020303      Guns 2012  0.86  2012-01-01
#> 1594 25025020303      Guns 2013  2.24  2013-01-01
#> 1595 25025020303      Guns 2014  1.35  2014-01-01
#> 1596 25025020303      Guns 2015  2.10  2015-01-01
#> 1597 25025020303      Guns 2016  1.31  2016-01-01
#> 1598 25025020303      Guns 2017  2.88  2017-01-01
#> 1599 25025020303      Guns 2018  2.36  2018-01-01
#> 1600 25025020303      Guns 2019  2.09  2019-01-01
#> 1601 25025070402      Guns 2010  0.00  2010-01-01
#> 1602 25025070402      Guns 2011  3.49  2011-01-01
#> 1603 25025070402      Guns 2012  1.81  2012-01-01
#> 1604 25025070402      Guns 2013  0.00  2013-01-01
#> 1605 25025070402      Guns 2014  2.11  2014-01-01
#> 1606 25025070402      Guns 2015  2.72  2015-01-01
#> 1607 25025070402      Guns 2016  2.27  2016-01-01
#> 1608 25025070402      Guns 2017  2.27  2017-01-01
#> 1609 25025070402      Guns 2018  2.72  2018-01-01
#> 1610 25025070402      Guns 2019  1.25  2019-01-01
#> 1611 25025020302      Guns 2010  1.66  2010-01-01
#> 1612 25025020302      Guns 2011  2.49  2011-01-01
#> 1613 25025020302      Guns 2012  0.00  2012-01-01
#> 1614 25025020302      Guns 2013  2.01  2013-01-01
#> 1615 25025020302      Guns 2014  0.99  2014-01-01
#> 1616 25025020302      Guns 2015  0.95  2015-01-01
#> 1617 25025020302      Guns 2016  0.00  2016-01-01
#> 1618 25025020302      Guns 2017  3.80  2017-01-01
#> 1619 25025020302      Guns 2018  0.00  2018-01-01
#> 1620 25025020302      Guns 2019  1.02  2019-01-01
#> 1621 25025020301      Guns 2010  0.00  2010-01-01
#> 1622 25025020301      Guns 2011  0.44  2011-01-01
#> 1623 25025020301      Guns 2012  1.53  2012-01-01
#> 1624 25025020301      Guns 2013  2.11  2013-01-01
#> 1625 25025020301      Guns 2014  3.39  2014-01-01
#> 1626 25025020301      Guns 2015  1.27  2015-01-01
#> 1627 25025020301      Guns 2016  2.12  2016-01-01
#> 1628 25025020301      Guns 2017  0.42  2017-01-01
#> 1629 25025020301      Guns 2018  0.42  2018-01-01
#> 1630 25025020301      Guns 2019  0.46  2019-01-01
#> 1631 25025020101      Guns 2010  0.00  2010-01-01
#> 1632 25025020101      Guns 2011  0.00  2011-01-01
#> 1633 25025020101      Guns 2012  0.00  2012-01-01
#> 1634 25025020101      Guns 2013  1.36  2013-01-01
#> 1635 25025020101      Guns 2014  0.91  2014-01-01
#> 1636 25025020101      Guns 2015  1.43  2015-01-01
#> 1637 25025020101      Guns 2016  1.02  2016-01-01
#> 1638 25025020101      Guns 2017  0.41  2017-01-01
#> 1639 25025020101      Guns 2018  0.00  2018-01-01
#> 1640 25025020101      Guns 2019  0.21  2019-01-01
#> 1641 25025081001      Guns 2010  0.67  2010-01-01
#> 1642 25025081001      Guns 2011  1.25  2011-01-01
#> 1643 25025081001      Guns 2012  1.49  2012-01-01
#> 1644 25025081001      Guns 2013  2.19  2013-01-01
#> 1645 25025081001      Guns 2014  2.92  2014-01-01
#> 1646 25025081001      Guns 2015  5.41  2015-01-01
#> 1647 25025081001      Guns 2016  4.21  2016-01-01
#> 1648 25025081001      Guns 2017  2.00  2017-01-01
#> 1649 25025081001      Guns 2018  2.80  2018-01-01
#> 1650 25025081001      Guns 2019  3.12  2019-01-01
#> 1651 25025010403      Guns 2010  0.00  2010-01-01
#> 1652 25025010403      Guns 2011  3.11  2011-01-01
#> 1653 25025010403      Guns 2012  0.68  2012-01-01
#> 1654 25025010403      Guns 2013  3.13  2013-01-01
#> 1655 25025010403      Guns 2014  1.03  2014-01-01
#> 1656 25025010403      Guns 2015  2.44  2015-01-01
#> 1657 25025010403      Guns 2016  0.35  2016-01-01
#> 1658 25025010403      Guns 2017  2.79  2017-01-01
#> 1659 25025010403      Guns 2018  3.83  2018-01-01
#> 1660 25025010403      Guns 2019  2.10  2019-01-01
#> 1661 25025000100      Guns 2010  0.00  2010-01-01
#> 1662 25025000100      Guns 2011  1.54  2011-01-01
#> 1663 25025000100      Guns 2012  1.84  2012-01-01
#> 1664 25025000100      Guns 2013  4.36  2013-01-01
#> 1665 25025000100      Guns 2014  1.91  2014-01-01
#> 1666 25025000100      Guns 2015  1.93  2015-01-01
#> 1667 25025000100      Guns 2016  1.50  2016-01-01
#> 1668 25025000100      Guns 2017  2.14  2017-01-01
#> 1669 25025000100      Guns 2018  2.78  2018-01-01
#> 1670 25025000100      Guns 2019  1.69  2019-01-01
#> 1671 25025051200      Guns 2010  0.47  2010-01-01
#> 1672 25025051200      Guns 2011  0.00  2011-01-01
#> 1673 25025051200      Guns 2012  1.94  2012-01-01
#> 1674 25025051200      Guns 2013  1.48  2013-01-01
#> 1675 25025051200      Guns 2014  2.70  2014-01-01
#> 1676 25025051200      Guns 2015  1.38  2015-01-01
#> 1677 25025051200      Guns 2016  1.73  2016-01-01
#> 1678 25025051200      Guns 2017  0.69  2017-01-01
#> 1679 25025051200      Guns 2018  0.00  2018-01-01
#> 1680 25025051200      Guns 2019  0.69  2019-01-01