library(dplyr)
##
## Attaching package: 'dplyr'
##
## The following objects are masked from 'package:stats':
##
## filter, lag
##
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(tidyr)
library(historydata)
library(ggplot2)
data(sarna.csv)
## Warning: data set 'sarna.csv' not found
sarna
## Source: local data frame [92 x 3]
##
## year estimate value
## 1 1660 population_low 5.000e+01
## 2 1700 population_low 2.000e+02
## 3 1776 population_low 1.000e+03
## 4 1790 population_low 1.300e+03
## 5 1800 population_low 2.500e+03
## 6 1820 population_low 2.650e+03
## 7 1830 population_low 4.000e+03
## 8 1840 population_low 1.500e+04
## 9 1850 population_low 5.000e+04
## 10 1860 population_low 1.250e+05
## 11 1880 population_low 2.300e+05
## 12 1890 population_low 4.000e+05
## 13 1900 population_low 9.380e+05
## 14 1910 population_low 1.508e+06
## 15 1920 population_low 3.300e+06
## 16 1930 population_low 4.228e+06
## 17 1940 population_low 4.771e+06
## 18 1950 population_low 4.500e+06
## 19 1960 population_low 5.367e+06
## 20 1970 population_low 5.370e+06
## 21 1980 population_low 5.500e+06
## 22 1990 population_low 5.515e+06
## 23 2000 population_low 5.340e+06
## 24 1660 population_high 5.000e+01
## 25 1700 population_high 3.000e+02
## 26 1776 population_high 2.500e+03
## 27 1790 population_high 3.000e+03
## 28 1800 population_high 2.500e+03
## 29 1820 population_high 3.000e+03
## 30 1830 population_high 6.000e+03
## 31 1840 population_high 1.500e+04
## 32 1850 population_high 5.000e+04
## 33 1860 population_high 2.000e+05
## 34 1880 population_high 3.000e+05
## 35 1890 population_high 4.750e+05
## 36 1900 population_high 1.058e+06
## 37 1910 population_high 2.044e+06
## 38 1920 population_high 3.600e+06
## 39 1930 population_high 4.400e+06
## 40 1940 population_high 4.831e+06
## 41 1950 population_high 5.000e+06
## 42 1960 population_high 5.531e+06
## 43 1970 population_high 6.000e+06
## 44 1980 population_high 5.921e+06
## 45 1990 population_high 5.981e+06
## 46 2000 population_high 6.155e+06
## 47 1660 percentage_low NA
## 48 1700 percentage_low NA
## 49 1776 percentage_low 4.000e-02
## 50 1790 percentage_low 3.000e-02
## 51 1800 percentage_low 4.000e-02
## 52 1820 percentage_low 3.000e-02
## 53 1830 percentage_low 3.000e-02
## 54 1840 percentage_low 9.000e-02
## 55 1850 percentage_low 2.200e-01
## 56 1860 percentage_low 4.000e-01
## 57 1880 percentage_low 4.600e-01
## 58 1890 percentage_low 6.400e-01
## 59 1900 percentage_low 1.230e+00
## 60 1910 percentage_low 1.630e+00
## 61 1920 percentage_low 3.120e+00
## 62 1930 percentage_low 3.440e+00
## 63 1940 percentage_low 3.630e+00
## 64 1950 percentage_low 2.980e+00
## 65 1960 percentage_low 2.990e+00
## 66 1970 percentage_low 2.640e+00
## 67 1980 percentage_low 2.420e+00
## 68 1990 percentage_low 2.240e+00
## 69 2000 percentage_low 1.900e+00
## 70 1660 percentage_high NA
## 71 1700 percentage_high NA
## 72 1776 percentage_high 1.000e-01
## 73 1790 percentage_high 8.000e-02
## 74 1800 percentage_high 4.000e-02
## 75 1820 percentage_high 3.000e-02
## 76 1830 percentage_high 5.000e-02
## 77 1840 percentage_high 9.000e-02
## 78 1850 percentage_high 2.200e-01
## 79 1860 percentage_high 6.300e-01
## 80 1880 percentage_high 6.000e-01
## 81 1890 percentage_high 7.500e-01
## 82 1900 percentage_high 1.390e+00
## 83 1910 percentage_high 2.220e+00
## 84 1920 percentage_high 3.410e+00
## 85 1930 percentage_high 3.580e+00
## 86 1940 percentage_high 3.680e+00
## 87 1950 percentage_high 3.310e+00
## 88 1960 percentage_high 3.080e+00
## 89 1970 percentage_high 2.950e+00
## 90 1980 percentage_high 2.610e+00
## 91 1990 percentage_high 2.430e+00
## 92 2000 percentage_high 2.200e+00
# this is the cleaned up sarna
# working off the original raw sarna
sarnaUntidy <- read.csv("historydata/data-raw/sarna.csv", stringsAsFactors = FALSE)
sarnaUntidy
## year estimate_low estimate_high percentage_pop_low percentage_pop_high
## 1 1660 50 50 NA NA
## 2 1700 200 300 NA NA
## 3 1776 1000 2500 0.04 0.10
## 4 1790 1300 3000 0.03 0.08
## 5 1800 2500 2500 0.04 0.04
## 6 1820 2650 3000 0.03 0.03
## 7 1830 4000 6000 0.03 0.05
## 8 1840 15000 15000 0.09 0.09
## 9 1850 50000 50000 0.22 0.22
## 10 1860 125000 200000 0.40 0.63
## 11 1880 230000 300000 0.46 0.60
## 12 1890 400000 475000 0.64 0.75
## 13 1900 938000 1058000 1.23 1.39
## 14 1910 1508000 2044000 1.63 2.22
## 15 1920 3300000 3600000 3.12 3.41
## 16 1930 4228000 4400000 3.44 3.58
## 17 1940 4771000 4831000 3.63 3.68
## 18 1950 4500000 5000000 2.98 3.31
## 19 1960 5367000 5531000 2.99 3.08
## 20 1970 5370000 6000000 2.64 2.95
## 21 1980 5500000 5921000 2.42 2.61
## 22 1990 5515000 5981000 2.24 2.43
## 23 2000 5340000 6155000 1.90 2.20
sarnaUntidy <- sarnaUntidy %>%
tbl_df() %>%
select(year,
population_low = estimate_low,
population_high = estimate_high,
percentage_low = percentage_pop_low,
percentage_high = percentage_pop_high) %>%
gather(estimate, counts, -year)
# THIS WORKED!
#trying something else now:
#summarize national population for each year from the raw data.
#THIS WORKED!!
states <- read.csv("historydata/data-raw/nhgis0011_ts_state.csv", stringsAsFactors = FALSE)
states
## GISJOIN YEAR STATE STATEA NAME
## 1 G090 1790 Connecticut 90 Connecticut
## 2 G100 1790 Delaware 100 Delaware
## 3 G130 1790 Georgia 130 Georgia
## 4 G240 1790 Maryland 240 Maryland
## 5 G250 1790 Massachusetts 250 Massachusetts
## 6 G330 1790 New Hampshire 330 New Hampshire
## 7 G340 1790 New Jersey 340 New Jersey
## 8 G360 1790 New York 360 New York
## 9 G370 1790 North Carolina 370 North Carolina
## 10 G420 1790 Pennsylvania 420 Pennsylvania
## 11 G440 1790 Rhode Island 440 Rhode Island
## 12 G450 1790 South Carolina 450 South Carolina
## 13 G465 1790 Southwest Territory 465 Southwest Territory
## 14 G500 1790 Vermont 500 Vermont
## 15 G510 1790 Virginia 510 Virginia
## 16 G090 1800 Connecticut 90 Connecticut
## 17 G100 1800 Delaware 100 Delaware
## 18 G110 1800 District Of Columbia 110 District of Columbia
## 19 G130 1800 Georgia 130 Georgia
## 20 G185 1800 Indiana Territory 185 Indiana Territory
## 21 G210 1800 Kentucky 210 Kentucky
## 22 G240 1800 Maryland 240 Maryland
## 23 G250 1800 Massachusetts 250 Massachusetts
## 24 G285 1800 Mississippi Territory 285 Mississippi Territory
## 25 G330 1800 New Hampshire 330 New Hampshire
## 26 G340 1800 New Jersey 340 New Jersey
## 27 G360 1800 New York 360 New York
## 28 G370 1800 North Carolina 370 North Carolina
## 29 G385 1800 Northwest Territory 385 Northwest Territory
## 30 G420 1800 Pennsylvania 420 Pennsylvania
## 31 G440 1800 Rhode Island 440 Rhode Island
## 32 G450 1800 South Carolina 450 South Carolina
## 33 G470 1800 Tennessee 470 Tennessee
## 34 G500 1800 Vermont 500 Vermont
## 35 G510 1800 Virginia 510 Virginia
## 36 G090 1810 Connecticut 90 Connecticut
## 37 G100 1810 Delaware 100 Delaware
## 38 G110 1810 District Of Columbia 110 District of Columbia
## 39 G130 1810 Georgia 130 Georgia
## 40 G175 1810 Illinois Territory 175 Illinois Territory
## 41 G185 1810 Indiana Territory 185 Indiana Territory
## 42 G210 1810 Kentucky 210 Kentucky
## 43 G225 1810 Louisiana Territory 225 Louisiana Territory
## 44 G240 1810 Maryland 240 Maryland
## 45 G250 1810 Massachusetts 250 Massachusetts
## 46 G265 1810 Michigan Territory 265 Michigan Territory
## 47 G285 1810 Mississippi Territory 285 Mississippi Territory
## 48 G330 1810 New Hampshire 330 New Hampshire
## 49 G340 1810 New Jersey 340 New Jersey
## 50 G360 1810 New York 360 New York
## 51 G370 1810 North Carolina 370 North Carolina
## 52 G390 1810 Ohio 390 Ohio
## 53 G417 1810 Orleans Territory 417 Orleans Territory
## 54 G420 1810 Pennsylvania 420 Pennsylvania
## 55 G440 1810 Rhode Island 440 Rhode Island
## 56 G450 1810 South Carolina 450 South Carolina
## 57 G470 1810 Tennessee 470 Tennessee
## 58 G500 1810 Vermont 500 Vermont
## 59 G510 1810 Virginia 510 Virginia
## 60 G010 1820 Alabama 10 Alabama
## 61 G055 1820 Arkansas Territory 55 Arkansas Territory
## 62 G090 1820 Connecticut 90 Connecticut
## 63 G100 1820 Delaware 100 Delaware
## 64 G110 1820 District Of Columbia 110 District of Columbia
## 65 G130 1820 Georgia 130 Georgia
## 66 G170 1820 Illinois 170 Illinois
## 67 G180 1820 Indiana 180 Indiana
## 68 G210 1820 Kentucky 210 Kentucky
## 69 G220 1820 Louisiana 220 Louisianna
## 70 G230 1820 Maine 230 Maine
## 71 G240 1820 Maryland 240 Maryland
## 72 G250 1820 Massachusetts 250 Massachusetts
## 73 G265 1820 Michigan Territory 265 Michigan Territory
## 74 G280 1820 Mississippi 280 Mississippi
## 75 G295 1820 Missouri Territory 295 Missouri Territory
## 76 G330 1820 New Hampshire 330 New Hampshire
## 77 G340 1820 New Jersey 340 New Jersey
## 78 G360 1820 New York 360 New York
## 79 G370 1820 North Carolina 370 North Carolina
## 80 G390 1820 Ohio 390 Ohio
## 81 G420 1820 Pennsylvania 420 Pennsylvania
## 82 G440 1820 Rhode Island 440 Rhode Island
## 83 G450 1820 South Carolina 450 South Carolina
## 84 G470 1820 Tennessee 470 Tennessee
## 85 G500 1820 Vermont 500 Vermont
## 86 G510 1820 Virginia 510 Virginia
## 87 G010 1830 Alabama 10 Alabama
## 88 G055 1830 Arkansas Territory 55 Arkansas Territory
## 89 G090 1830 Connecticut 90 Connecticut
## 90 G100 1830 Delaware 100 Delaware
## 91 G110 1830 District Of Columbia 110 District of Columbia
## 92 G125 1830 Florida Territory 125 Florida Territory
## 93 G130 1830 Georgia 130 Georgia
## 94 G170 1830 Illinois 170 Illinois
## 95 G180 1830 Indiana 180 Indiana
## 96 G210 1830 Kentucky 210 Kentucky
## 97 G220 1830 Louisiana 220 Louisianna
## 98 G230 1830 Maine 230 Maine
## 99 G240 1830 Maryland 240 Maryland
## 100 G250 1830 Massachusetts 250 Massachusetts
## 101 G265 1830 Michigan Territory 265 Michigan Territory
## 102 G280 1830 Mississippi 280 Mississippi
## 103 G290 1830 Missouri 290 Missouri
## 104 G330 1830 New Hampshire 330 New Hampshire
## 105 G340 1830 New Jersey 340 New Jersey
## 106 G360 1830 New York 360 New York
## 107 G370 1830 North Carolina 370 North Carolina
## 108 G390 1830 Ohio 390 Ohio
## 109 G420 1830 Pennsylvania 420 Pennsylvania
## 110 G440 1830 Rhode Island 440 Rhode Island
## 111 G450 1830 South Carolina 450 South Carolina
## 112 G470 1830 Tennessee 470 Tennessee
## 113 G500 1830 Vermont 500 Vermont
## 114 G510 1830 Virginia 510 Virginia
## 115 G010 1840 Alabama 10 Alabama
## 116 G050 1840 Arkansas 50 Arkansas
## 117 G090 1840 Connecticut 90 Connecticut
## 118 G100 1840 Delaware 100 Delaware
## 119 G110 1840 District Of Columbia 110 District of Columbia
## 120 G125 1840 Florida Territory 125 Florida Territory
## 121 G130 1840 Georgia 130 Georgia
## 122 G170 1840 Illinois 170 Illinois
## 123 G180 1840 Indiana 180 Indiana
## 124 G195 1840 Iowa Territory 195 Iowa Territory
## 125 G210 1840 Kentucky 210 Kentucky
## 126 G220 1840 Louisiana 220 Louisianna
## 127 G230 1840 Maine 230 Maine
## 128 G240 1840 Maryland 240 Maryland
## 129 G250 1840 Massachusetts 250 Massachusetts
## 130 G260 1840 Michigan 260 Michigan
## 131 G280 1840 Mississippi 280 Mississippi
## 132 G290 1840 Missouri 290 Missouri
## 133 G330 1840 New Hampshire 330 New Hampshire
## 134 G340 1840 New Jersey 340 New Jersey
## 135 G360 1840 New York 360 New York
## 136 G370 1840 North Carolina 370 North Carolina
## 137 G390 1840 Ohio 390 Ohio
## 138 G420 1840 Pennsylvania 420 Pennsylvania
## 139 G440 1840 Rhode Island 440 Rhode Island
## 140 G450 1840 South Carolina 450 South Carolina
## 141 G470 1840 Tennessee 470 Tennessee
## 142 G500 1840 Vermont 500 Vermont
## 143 G510 1840 Virginia 510 Virginia
## 144 G555 1840 Wisconsin Territory 555 Wisconsin Territory
## 145 G010 1850 Alabama 10 Alabama
## 146 G050 1850 Arkansas 50 Arkansas
## 147 G060 1850 California 60 California
## 148 G090 1850 Connecticut 90 Connecticut
## 149 G100 1850 Delaware 100 Delaware
## 150 G110 1850 District Of Columbia 110 District of Columbia
## 151 G120 1850 Florida 120 Florida
## 152 G130 1850 Georgia 130 Georgia
## 153 G170 1850 Illinois 170 Illinois
## 154 G180 1850 Indiana 180 Indiana
## 155 G190 1850 Iowa 190 Iowa
## 156 G210 1850 Kentucky 210 Kentucky
## 157 G220 1850 Louisiana 220 Louisianna
## 158 G230 1850 Maine 230 Maine
## 159 G240 1850 Maryland 240 Maryland
## 160 G250 1850 Massachusetts 250 Massachusetts
## 161 G260 1850 Michigan 260 Michigan
## 162 G275 1850 Minnesota Territory 275 Minnesota Territory
## 163 G280 1850 Mississippi 280 Mississippi
## 164 G290 1850 Missouri 290 Missouri
## 165 G330 1850 New Hampshire 330 New Hampshire
## 166 G340 1850 New Jersey 340 New Jersey
## 167 G355 1850 New Mexico Territory 355 New Mexico Territory
## 168 G360 1850 New York 360 New York
## 169 G370 1850 North Carolina 370 North Carolina
## 170 G390 1850 Ohio 390 Ohio
## 171 G413 1850 Oregon Territory 413 Oregon Territory
## 172 G420 1850 Pennsylvania 420 Pennsylvania
## 173 G440 1850 Rhode Island 440 Rhode Island
## 174 G450 1850 South Carolina 450 South Carolina
## 175 G470 1850 Tennessee 470 Tennessee
## 176 G480 1850 Texas 480 Texas
## 177 G495 1850 Utah Territory 495 Utah Territory
## 178 G500 1850 Vermont 500 Vermont
## 179 G510 1850 Virginia 510 Virginia
## 180 G550 1850 Wisconsin 550 Wisconsin
## 181 G010 1860 Alabama 10 Alabama
## 182 G050 1860 Arkansas 50 Arkansas
## 183 G060 1860 California 60 California
## 184 G085 1860 Colorado Territory 85 Colorado Territory
## 185 G090 1860 Connecticut 90 Connecticut
## 186 G095 1860 Dakota Territory 95 Dakota Territory
## 187 G100 1860 Delaware 100 Delaware
## 188 G110 1860 District Of Columbia 110 District of Columbia
## 189 G120 1860 Florida 120 Florida
## 190 G130 1860 Georgia 130 Georgia
## 191 G170 1860 Illinois 170 Illinois
## 192 G180 1860 Indiana 180 Indiana
## 193 G190 1860 Iowa 190 Iowa
## 194 G205 1860 Kansas Territory 205 Kansas Territory
## 195 G210 1860 Kentucky 210 Kentucky
## 196 G220 1860 Louisiana 220 Louisianna
## 197 G230 1860 Maine 230 Maine
## 198 G240 1860 Maryland 240 Maryland
## 199 G250 1860 Massachusetts 250 Massachusetts
## 200 G260 1860 Michigan 260 Michigan
## 201 G270 1860 Minnesota 270 Minnesota
## 202 G280 1860 Mississippi 280 Mississippi
## 203 G290 1860 Missouri 290 Missouri
## 204 G315 1860 Nebraska Territory 315 Nebraska Territory
## 205 G325 1860 Nevada Territory 325 Nevada Territory
## 206 G330 1860 New Hampshire 330 New Hampshire
## 207 G340 1860 New Jersey 340 New Jersey
## 208 G355 1860 New Mexico Territory 355 New Mexico Territory
## 209 G360 1860 New York 360 New York
## 210 G370 1860 North Carolina 370 North Carolina
## 211 G390 1860 Ohio 390 Ohio
## 212 G410 1860 Oregon 410 Oregon
## 213 G420 1860 Pennsylvania 420 Pennsylvania
## 214 G440 1860 Rhode Island 440 Rhode Island
## 215 G450 1860 South Carolina 450 South Carolina
## 216 G470 1860 Tennessee 470 Tennessee
## 217 G480 1860 Texas 480 Texas
## 218 G495 1860 Utah Territory 495 Utah Territory
## 219 G500 1860 Vermont 500 Vermont
## 220 G510 1860 Virginia 510 Virginia
## 221 G535 1860 Washington Territory 535 Washington Territory
## 222 G550 1860 Wisconsin 550 Wisconsin
## 223 G010 1870 Alabama 10 Alabama
## 224 G045 1870 Arizona Territory 45 Arizona Territory
## 225 G050 1870 Arkansas 50 Arkansas
## 226 G060 1870 California 60 California
## 227 G085 1870 Colorado Territory 85 Colorado Territory
## 228 G090 1870 Connecticut 90 Connecticut
## 229 G095 1870 Dakota Territory 95 Dakota Territory
## 230 G100 1870 Delaware 100 Delaware
## 231 G110 1870 District Of Columbia 110 District of Columbia
## 232 G120 1870 Florida 120 Florida
## 233 G130 1870 Georgia 130 Georgia
## 234 G165 1870 Idaho Territory 165 Idaho Territory
## 235 G170 1870 Illinois 170 Illinois
## 236 G180 1870 Indiana 180 Indiana
## 237 G190 1870 Iowa 190 Iowa
## 238 G200 1870 Kansas 200 Kansas
## 239 G210 1870 Kentucky 210 Kentucky
## 240 G220 1870 Louisiana 220 Louisianna
## 241 G230 1870 Maine 230 Maine
## 242 G240 1870 Maryland 240 Maryland
## 243 G250 1870 Massachusetts 250 Massachusetts
## 244 G260 1870 Michigan 260 Michigan
## 245 G270 1870 Minnesota 270 Minnesota
## 246 G280 1870 Mississippi 280 Mississippi
## 247 G290 1870 Missouri 290 Missouri
## 248 G305 1870 Montana Territory 305 Montana Territory
## 249 G310 1870 Nebraska 310 Nebraska
## 250 G320 1870 Nevada 320 Nevada
## 251 G330 1870 New Hampshire 330 New Hampshire
## 252 G340 1870 New Jersey 340 New Jersey
## 253 G355 1870 New Mexico Territory 355 New Mexico Territory
## 254 G360 1870 New York 360 New York
## 255 G370 1870 North Carolina 370 North Carolina
## 256 G390 1870 Ohio 390 Ohio
## 257 G410 1870 Oregon 410 Oregon
## 258 G420 1870 Pennsylvania 420 Pennsylvania
## 259 G440 1870 Rhode Island 440 Rhode Island
## 260 G450 1870 South Carolina 450 South Carolina
## 261 G470 1870 Tennessee 470 Tennessee
## 262 G480 1870 Texas 480 Texas
## 263 G495 1870 Utah Territory 495 Utah Territory
## 264 G500 1870 Vermont 500 Vermont
## 265 G510 1870 Virginia 510 Virginia
## 266 G535 1870 Washington Territory 535 Washington Territory
## 267 G540 1870 West Virginia 540 West Virginia
## 268 G550 1870 Wisconsin 550 Wisconsin
## 269 G565 1870 Wyoming Territory 565 Wyoming Territory
## 270 G010 1880 Alabama 10 Alabama
## 271 G025 1880 Alaska Territory 25 Alaska Territory
## 272 G045 1880 Arizona Territory 45 Arizona Territory
## 273 G050 1880 Arkansas 50 Arkansas
## 274 G060 1880 California 60 California
## 275 G080 1880 Colorado 80 Colorado
## 276 G090 1880 Connecticut 90 Connecticut
## 277 G095 1880 Dakota Territory 95 Dakota Territory
## 278 G100 1880 Delaware 100 Delaware
## 279 G110 1880 District Of Columbia 110 District of Columbia
## 280 G120 1880 Florida 120 Florida
## 281 G130 1880 Georgia 130 Georgia
## 282 G165 1880 Idaho Territory 165 Idaho Territory
## 283 G170 1880 Illinois 170 Illinois
## 284 G180 1880 Indiana 180 Indiana
## 285 G190 1880 Iowa 190 Iowa
## 286 G200 1880 Kansas 200 Kansas
## 287 G210 1880 Kentucky 210 Kentucky
## 288 G220 1880 Louisiana 220 Louisianna
## 289 G230 1880 Maine 230 Maine
## 290 G240 1880 Maryland 240 Maryland
## 291 G250 1880 Massachusetts 250 Massachusetts
## 292 G260 1880 Michigan 260 Michigan
## 293 G270 1880 Minnesota 270 Minnesota
## 294 G280 1880 Mississippi 280 Mississippi
## 295 G290 1880 Missouri 290 Missouri
## 296 G305 1880 Montana Territory 305 Montana Territory
## 297 G310 1880 Nebraska 310 Nebraska
## 298 G320 1880 Nevada 320 Nevada
## 299 G330 1880 New Hampshire 330 New Hampshire
## 300 G340 1880 New Jersey 340 New Jersey
## 301 G355 1880 New Mexico Territory 355 New Mexico Territory
## 302 G360 1880 New York 360 New York
## 303 G370 1880 North Carolina 370 North Carolina
## 304 G390 1880 Ohio 390 Ohio
## 305 G410 1880 Oregon 410 Oregon
## 306 G420 1880 Pennsylvania 420 Pennsylvania
## 307 G440 1880 Rhode Island 440 Rhode Island
## 308 G450 1880 South Carolina 450 South Carolina
## 309 G470 1880 Tennessee 470 Tennessee
## 310 G480 1880 Texas 480 Texas
## 311 G495 1880 Utah Territory 495 Utah Territory
## 312 G500 1880 Vermont 500 Vermont
## 313 G510 1880 Virginia 510 Virginia
## 314 G535 1880 Washington Territory 535 Washington Territory
## 315 G540 1880 West Virginia 540 West Virginia
## 316 G550 1880 Wisconsin 550 Wisconsin
## 317 G565 1880 Wyoming Territory 565 Wyoming Territory
## 318 G010 1890 Alabama 10 Alabama
## 319 G025 1890 Alaska Territory 25 Alaska Territory
## 320 G045 1890 Arizona Territory 45 Arizona Territory
## 321 G050 1890 Arkansas 50 Arkansas
## 322 G060 1890 California 60 California
## 323 G080 1890 Colorado 80 Colorado
## 324 G090 1890 Connecticut 90 Connecticut
## 325 G100 1890 Delaware 100 Delaware
## 326 G110 1890 District Of Columbia 110 District of Columbia
## 327 G120 1890 Florida 120 Florida
## 328 G130 1890 Georgia 130 Georgia
## 329 G160 1890 Idaho 160 Idaho
## 330 G170 1890 Illinois 170 Illinois
## 331 G178 1890 Indian Territory 178 Indian Territory
## 332 G180 1890 Indiana 180 Indiana
## 333 G190 1890 Iowa 190 Iowa
## 334 G200 1890 Kansas 200 Kansas
## 335 G210 1890 Kentucky 210 Kentucky
## 336 G220 1890 Louisiana 220 Louisianna
## 337 G230 1890 Maine 230 Maine
## 338 G240 1890 Maryland 240 Maryland
## 339 G250 1890 Massachusetts 250 Massachusetts
## 340 G260 1890 Michigan 260 Michigan
## 341 G270 1890 Minnesota 270 Minnesota
## 342 G280 1890 Mississippi 280 Mississippi
## 343 G290 1890 Missouri 290 Missouri
## 344 G300 1890 Montana 300 Montana
## 345 G310 1890 Nebraska 310 Nebraska
## 346 G320 1890 Nevada 320 Nevada
## 347 G330 1890 New Hampshire 330 New Hampshire
## 348 G340 1890 New Jersey 340 New Jersey
## 349 G355 1890 New Mexico Territory 355 New Mexico Territory
## 350 G360 1890 New York 360 New York
## 351 G370 1890 North Carolina 370 North Carolina
## 352 G380 1890 North Dakota 380 North Dakota
## 353 G390 1890 Ohio 390 Ohio
## 354 G405 1890 Oklahoma Territory 405 Oklahoma Territory
## 355 G410 1890 Oregon 410 Oregon
## 356 G420 1890 Pennsylvania 420 Pennsylvania
## 357 G440 1890 Rhode Island 440 Rhode Island
## 358 G450 1890 South Carolina 450 South Carolina
## 359 G460 1890 South Dakota 460 South Dakota
## 360 G470 1890 Tennessee 470 Tennessee
## 361 G480 1890 Texas 480 Texas
## 362 G495 1890 Utah Territory 495 Utah Territory
## 363 G500 1890 Vermont 500 Vermont
## 364 G510 1890 Virginia 510 Virginia
## 365 G530 1890 Washington 530 Washington
## 366 G540 1890 West Virginia 540 West Virginia
## 367 G550 1890 Wisconsin 550 Wisconsin
## 368 G560 1890 Wyoming 560 Wyoming
## 369 G010 1900 Alabama 10 Alabama
## 370 G025 1900 Alaska Territory 25 Alaska Territory
## 371 G045 1900 Arizona Territory 45 Arizona Territory
## 372 G050 1900 Arkansas 50 Arkansas
## 373 G060 1900 California 60 California
## 374 G080 1900 Colorado 80 Colorado
## 375 G090 1900 Connecticut 90 Connecticut
## 376 G100 1900 Delaware 100 Delaware
## 377 G110 1900 District Of Columbia 110 District of Columbia
## 378 G120 1900 Florida 120 Florida
## 379 G130 1900 Georgia 130 Georgia
## 380 G155 1900 Hawaii Territory 155 Hawaii Territory
## 381 G160 1900 Idaho 160 Idaho
## 382 G170 1900 Illinois 170 Illinois
## 383 G178 1900 Indian Territory 178 Indian Territory
## 384 G180 1900 Indiana 180 Indiana
## 385 G190 1900 Iowa 190 Iowa
## 386 G200 1900 Kansas 200 Kansas
## 387 G210 1900 Kentucky 210 Kentucky
## 388 G220 1900 Louisiana 220 Louisianna
## 389 G230 1900 Maine 230 Maine
## 390 G240 1900 Maryland 240 Maryland
## 391 G250 1900 Massachusetts 250 Massachusetts
## 392 G260 1900 Michigan 260 Michigan
## 393 G270 1900 Minnesota 270 Minnesota
## 394 G280 1900 Mississippi 280 Mississippi
## 395 G290 1900 Missouri 290 Missouri
## 396 G300 1900 Montana 300 Montana
## 397 G310 1900 Nebraska 310 Nebraska
## 398 G320 1900 Nevada 320 Nevada
## 399 G330 1900 New Hampshire 330 New Hampshire
## 400 G340 1900 New Jersey 340 New Jersey
## 401 G355 1900 New Mexico Territory 355 New Mexico Territory
## 402 G360 1900 New York 360 New York
## 403 G370 1900 North Carolina 370 North Carolina
## 404 G380 1900 North Dakota 380 North Dakota
## 405 G390 1900 Ohio 390 Ohio
## 406 G405 1900 Oklahoma Territory 405 Oklahoma Territory
## 407 G410 1900 Oregon 410 Oregon
## 408 G420 1900 Pennsylvania 420 Pennsylvania
## 409 G440 1900 Rhode Island 440 Rhode Island
## 410 G450 1900 South Carolina 450 South Carolina
## 411 G460 1900 South Dakota 460 South Dakota
## 412 G470 1900 Tennessee 470 Tennessee
## 413 G480 1900 Texas 480 Texas
## 414 G490 1900 Utah 490 Utah
## 415 G500 1900 Vermont 500 Vermont
## 416 G510 1900 Virginia 510 Virginia
## 417 G530 1900 Washington 530 Washington
## 418 G540 1900 West Virginia 540 West Virginia
## 419 G550 1900 Wisconsin 550 Wisconsin
## 420 G560 1900 Wyoming 560 Wyoming
## 421 G999 1900 Persons in the Military 999 Persons in Military
## 422 G010 1910 Alabama 10 Alabama
## 423 G025 1910 Alaska Territory 25 Alaska Territory
## 424 G045 1910 Arizona Territory 45 Arizona Territory
## 425 G050 1910 Arkansas 50 Arkansas
## 426 G060 1910 California 60 California
## 427 G080 1910 Colorado 80 Colorado
## 428 G090 1910 Connecticut 90 Connecticut
## 429 G100 1910 Delaware 100 Delaware
## 430 G110 1910 District Of Columbia 110 District of Columbia
## 431 G120 1910 Florida 120 Florida
## 432 G130 1910 Georgia 130 Georgia
## 433 G155 1910 Hawaii Territory 155 Hawaii Territory
## 434 G160 1910 Idaho 160 Idaho
## 435 G170 1910 Illinois 170 Illinois
## 436 G180 1910 Indiana 180 Indiana
## 437 G190 1910 Iowa 190 Iowa
## 438 G200 1910 Kansas 200 Kansas
## 439 G210 1910 Kentucky 210 Kentucky
## 440 G220 1910 Louisiana 220 Louisianna
## 441 G230 1910 Maine 230 Maine
## 442 G240 1910 Maryland 240 Maryland
## 443 G250 1910 Massachusetts 250 Massachusetts
## 444 G260 1910 Michigan 260 Michigan
## 445 G270 1910 Minnesota 270 Minnesota
## 446 G280 1910 Mississippi 280 Mississippi
## 447 G290 1910 Missouri 290 Missouri
## 448 G300 1910 Montana 300 Montana
## 449 G310 1910 Nebraska 310 Nebraska
## 450 G320 1910 Nevada 320 Nevada
## 451 G330 1910 New Hampshire 330 New Hampshire
## 452 G340 1910 New Jersey 340 New Jersey
## 453 G355 1910 New Mexico Territory 355 New Mexico Territory
## 454 G360 1910 New York 360 New York
## 455 G370 1910 North Carolina 370 North Carolina
## 456 G380 1910 North Dakota 380 North Dakota
## 457 G390 1910 Ohio 390 Ohio
## 458 G400 1910 Oklahoma 400 Oklahoma
## 459 G410 1910 Oregon 410 Oregon
## 460 G420 1910 Pennsylvania 420 Pennsylvania
## 461 G440 1910 Rhode Island 440 Rhode Island
## 462 G450 1910 South Carolina 450 South Carolina
## 463 G460 1910 South Dakota 460 South Dakota
## 464 G470 1910 Tennessee 470 Tennessee
## 465 G480 1910 Texas 480 Texas
## 466 G490 1910 Utah 490 Utah
## 467 G500 1910 Vermont 500 Vermont
## 468 G510 1910 Virginia 510 Virginia
## 469 G530 1910 Washington 530 Washington
## 470 G540 1910 West Virginia 540 West Virginia
## 471 G550 1910 Wisconsin 550 Wisconsin
## 472 G560 1910 Wyoming 560 Wyoming
## 473 G010 1920 Alabama 10 Alabama
## 474 G025 1920 Alaska Territory 25 Alaska Territory
## 475 G040 1920 Arizona 40 Arizona
## 476 G050 1920 Arkansas 50 Arkansas
## 477 G060 1920 California 60 California
## 478 G080 1920 Colorado 80 Colorado
## 479 G090 1920 Connecticut 90 Connecticut
## 480 G100 1920 Delaware 100 Delaware
## 481 G110 1920 District Of Columbia 110 District of Columbia
## 482 G120 1920 Florida 120 Florida
## 483 G130 1920 Georgia 130 Georgia
## 484 G155 1920 Hawaii Territory 155 Hawaii Territory
## 485 G160 1920 Idaho 160 Idaho
## 486 G170 1920 Illinois 170 Illinois
## 487 G180 1920 Indiana 180 Indiana
## 488 G190 1920 Iowa 190 Iowa
## 489 G200 1920 Kansas 200 Kansas
## 490 G210 1920 Kentucky 210 Kentucky
## 491 G220 1920 Louisiana 220 Louisianna
## 492 G230 1920 Maine 230 Maine
## 493 G240 1920 Maryland 240 Maryland
## 494 G250 1920 Massachusetts 250 Massachusetts
## 495 G260 1920 Michigan 260 Michigan
## 496 G270 1920 Minnesota 270 Minnesota
## 497 G280 1920 Mississippi 280 Mississippi
## 498 G290 1920 Missouri 290 Missouri
## 499 G300 1920 Montana 300 Montana
## 500 G310 1920 Nebraska 310 Nebraska
## 501 G320 1920 Nevada 320 Nevada
## 502 G330 1920 New Hampshire 330 New Hampshire
## 503 G340 1920 New Jersey 340 New Jersey
## 504 G350 1920 New Mexico 350 New Mexico
## 505 G360 1920 New York 360 New York
## 506 G370 1920 North Carolina 370 North Carolina
## 507 G380 1920 North Dakota 380 North Dakota
## 508 G390 1920 Ohio 390 Ohio
## 509 G400 1920 Oklahoma 400 Oklahoma
## 510 G410 1920 Oregon 410 Oregon
## 511 G420 1920 Pennsylvania 420 Pennsylvania
## 512 G440 1920 Rhode Island 440 Rhode Island
## 513 G450 1920 South Carolina 450 South Carolina
## 514 G460 1920 South Dakota 460 South Dakota
## 515 G470 1920 Tennessee 470 Tennessee
## 516 G480 1920 Texas 480 Texas
## 517 G490 1920 Utah 490 Utah
## 518 G500 1920 Vermont 500 Vermont
## 519 G510 1920 Virginia 510 Virginia
## 520 G530 1920 Washington 530 Washington
## 521 G540 1920 West Virginia 540 West Virginia
## 522 G550 1920 Wisconsin 550 Wisconsin
## 523 G560 1920 Wyoming 560 Wyoming
## 524 G010 1930 Alabama 10 Alabama
## 525 G025 1930 Alaska Territory 25 Alaska Territory
## 526 G040 1930 Arizona 40 Arizona
## 527 G050 1930 Arkansas 50 Arkansas
## 528 G060 1930 California 60 California
## 529 G080 1930 Colorado 80 Colorado
## 530 G090 1930 Connecticut 90 Connecticut
## 531 G100 1930 Delaware 100 Delaware
## 532 G110 1930 District Of Columbia 110 District of Columbia
## 533 G120 1930 Florida 120 Florida
## 534 G130 1930 Georgia 130 Georgia
## 535 G155 1930 Hawaii Territory 155 Hawaii Territory
## 536 G160 1930 Idaho 160 Idaho
## 537 G170 1930 Illinois 170 Illinois
## 538 G180 1930 Indiana 180 Indiana
## 539 G190 1930 Iowa 190 Iowa
## 540 G200 1930 Kansas 200 Kansas
## 541 G210 1930 Kentucky 210 Kentucky
## 542 G220 1930 Louisiana 220 Louisianna
## 543 G230 1930 Maine 230 Maine
## 544 G240 1930 Maryland 240 Maryland
## 545 G250 1930 Massachusetts 250 Massachusetts
## 546 G260 1930 Michigan 260 Michigan
## 547 G270 1930 Minnesota 270 Minnesota
## 548 G280 1930 Mississippi 280 Mississippi
## 549 G290 1930 Missouri 290 Missouri
## 550 G300 1930 Montana 300 Montana
## 551 G310 1930 Nebraska 310 Nebraska
## 552 G320 1930 Nevada 320 Nevada
## 553 G330 1930 New Hampshire 330 New Hampshire
## 554 G340 1930 New Jersey 340 New Jersey
## 555 G350 1930 New Mexico 350 New Mexico
## 556 G360 1930 New York 360 New York
## 557 G370 1930 North Carolina 370 North Carolina
## 558 G380 1930 North Dakota 380 North Dakota
## 559 G390 1930 Ohio 390 Ohio
## 560 G400 1930 Oklahoma 400 Oklahoma
## 561 G410 1930 Oregon 410 Oregon
## 562 G420 1930 Pennsylvania 420 Pennsylvania
## 563 G440 1930 Rhode Island 440 Rhode Island
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states <- states %>%
select(GISJOIN,
year = YEAR,
state = STATE,
statea = STATEA,
name = NAME,
statepop = A00AA) %>%
group_by(year) %>%
summarize(nationalpop = sum(statepop))
states
## Source: local data frame [23 x 2]
##
## year nationalpop
## 1 1790 3929625
## 2 1800 5308483
## 3 1810 7239881
## 4 1820 9638239
## 5 1830 12860702
## 6 1840 17063353
## 7 1850 23191876
## 8 1860 31443321
## 9 1870 38558371
## 10 1880 50189209
## 11 1890 NA
## 12 1900 76303387
## 13 1910 92228531
## 14 1920 106021539
## 15 1930 123202660
## 16 1940 132164569
## 17 1950 151325799
## 18 1960 179323177
## 19 1970 203211926
## 20 1980 226545805
## 21 1990 248709873
## 22 2000 281421906
## 23 2010 312471327
#failures
# attempts to rename, reorder content
#states <- states %>%
# select(GISJOIN,
# year = YEAR,
# state = STATE,
# statea = STATEA,
# name = NAME,
# statepop = A00AA) %>%
# gather(GISJOIN, year, state, statea, name, statepop)
# group it together by year
#states <- states %>%
# filter(YEAR == 1790)
#THIS WORKED TO SELECT ONLY PARTS OF CHART, RENAME POP - could also have put
# select(-GISJOIN, -statea, -name)
#states <- states %>%
# select(YEAR, NAME, STATEPOP = A00AA)