# open the shapefile
source("https://raw.githubusercontent.com/snexuz/TWD97TM2toWGS84/master/TWD97TM2toWGS84.R")
##
## 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
# install.packages("maptools")
# install.packages("rgeos")
# devtools::install_github("karthik/wesanderson")
library(rgdal)
## Loading required package: sp
## rgdal: version: 1.1-3, (SVN revision 594)
## Geospatial Data Abstraction Library extensions to R successfully loaded
## Loaded GDAL runtime: GDAL 1.11.2, released 2015/02/10
## Path to GDAL shared files: /usr/local/Cellar/gdal/1.11.2/share/gdal
## Loaded PROJ.4 runtime: Rel. 4.8.0, 6 March 2012, [PJ_VERSION: 480]
## Path to PROJ.4 shared files: (autodetected)
## Linking to sp version: 1.1-1
library(rgeos)
## rgeos version: 0.3-11, (SVN revision 479)
## GEOS runtime version: 3.4.2-CAPI-1.8.2 r3921
## Linking to sp version: 1.1-0
## Polygon checking: TRUE
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 3.2.3
library(dplyr)
library(maptools)
## Checking rgeos availability: TRUE
##
## Attaching package: 'maptools'
##
## The following object is masked from 'package:sp':
##
## nowrapSpatialLines
library(reshape2)
library(wesanderson)
raw <- read.csv("Taipower/102_AvgPower 每戶平均用電度數.csv", na.strings = "NULL")
tmp <- select(raw, 6:14) %>% rowMeans(na.rm = TRUE)
power <- cbind(select(raw, CODE3), value=tmp) %>%
mutate(CODE3=as.character(CODE3))
head(power)
## CODE3 value
## 1 A100100101 244.3167
## 2 A100100102 313.9422
## 3 A100100103 439.4744
## 4 A100100104 409.9189
## 5 A100100105 317.6889
## 6 A100100106 230.9089
tw <- readOGR("台灣行政區域經濟發布區/CODE3 經濟三級發布區/",
layer = "Code3_16county", encoding = "big5")
## OGR data source with driver: ESRI Shapefile
## Source: "台灣行政區域經濟發布區/CODE3 經濟三級發布區/", layer: "Code3_16county"
## with 8032 features
## It has 5 fields
head(tw@data)
## TOWN_ID TOWN_NA COUN_ID COUN_NA CODE3
## 0 1000204 頭城鎮 10002 宜蘭縣 A100020401
## 1 1000204 頭城鎮 10002 宜蘭縣 A100020402
## 2 1000204 頭城鎮 10002 宜蘭縣 A100020403
## 3 1000204 頭城鎮 10002 宜蘭縣 A100020404
## 4 1000204 頭城鎮 10002 宜蘭縣 A100020407
## 5 1000204 頭城鎮 10002 宜蘭縣 A100020406
tw@polygons[[1]]
## An object of class "Polygons"
## Slot "Polygons":
## [[1]]
## An object of class "Polygon"
## Slot "labpt":
## [1] 342236.3 2762190.2
##
## Slot "area":
## [1] 15157880
##
## Slot "hole":
## [1] FALSE
##
## Slot "ringDir":
## [1] 1
##
## Slot "coords":
## [,1] [,2]
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## [1552,] 338651.0 2761077
## [1553,] 338702.8 2761117
## [1554,] 338715.8 2761131
## [1555,] 338724.6 2761145
## [1556,] 338733.4 2761164
## [1557,] 338749.3 2761180
## [1558,] 338754.1 2761191
## [1559,] 338753.5 2761198
## [1560,] 338744.0 2761225
## [1561,] 338744.1 2761234
## [1562,] 338748.2 2761243
## [1563,] 338760.0 2761251
## [1564,] 338788.3 2761262
## [1565,] 338861.9 2761298
## [1566,] 338877.2 2761299
## [1567,] 338884.8 2761297
## [1568,] 338905.4 2761290
## [1569,] 338907.0 2761292
## [1570,] 338909.9 2761294
## [1571,] 338974.1 2761311
## [1572,] 338997.6 2761318
## [1573,] 339005.9 2761318
## [1574,] 339007.6 2761317
## [1575,] 339027.1 2761310
## [1576,] 339038.8 2761306
## [1577,] 339047.1 2761306
## [1578,] 339055.3 2761310
## [1579,] 339071.8 2761319
## [1580,] 339082.9 2761327
## [1581,] 339093.1 2761325
## [1582,] 339118.4 2761318
## [1583,] 339165.5 2761306
## [1584,] 339185.5 2761307
## [1585,] 339195.0 2761307
## [1586,] 339212.2 2761303
## [1587,] 339231.4 2761299
## [1588,] 339257.6 2761291
## [1589,] 339264.6 2761289
## [1590,] 339298.4 2761284
## [1591,] 339312.5 2761281
## [1592,] 339337.4 2761274
## [1593,] 339344.4 2761274
## [1594,] 339354.6 2761275
## [1595,] 339376.3 2761282
## [1596,] 339397.4 2761288
## [1597,] 339422.3 2761294
## [1598,] 339431.8 2761299
## [1599,] 339448.4 2761310
## [1600,] 339466.3 2761319
## [1601,] 339481.6 2761329
## [1602,] 339510.4 2761354
## [1603,] 339531.8 2761371
## [1604,] 339580.3 2761418
## [1605,] 339617.6 2761464
## [1606,] 339696.8 2761658
## [1607,] 339702.3 2761703
## [1608,] 339706.3 2761727
## [1609,] 339709.5 2761761
## [1610,] 339707.9 2761777
## [1611,] 339693.4 2761788
## [1612,] 339688.3 2761799
## [1613,] 339689.1 2761812
## [1614,] 339686.4 2761830
## [1615,] 339679.1 2761841
## [1616,] 339657.3 2761858
## [1617,] 339653.9 2761874
## [1618,] 339658.4 2761895
## [1619,] 339659.1 2761905
## [1620,] 339641.9 2761926
## [1621,] 339632.9 2761938
## [1622,] 339618.7 2761946
## [1623,] 339609.2 2761953
## [1624,] 339604.6 2761960
## [1625,] 339597.5 2761970
## [1626,] 339588.9 2761978
## [1627,] 339586.3 2761984
## [1628,] 339583.9 2761994
## [1629,] 339583.3 2762006
## [1630,] 339580.5 2762018
## [1631,] 339571.5 2762031
## [1632,] 339563.9 2762039
## [1633,] 339557.3 2762052
## [1634,] 339548.1 2762065
## [1635,] 339538.3 2762071
## [1636,] 339529.7 2762074
## [1637,] 339519.7 2762080
## [1638,] 339518.9 2762084
## [1639,] 339520.3 2762087
## [1640,] 339541.9 2762082
## [1641,] 339620.9 2762054
## [1642,] 339676.0 2762024
## [1643,] 339707.8 2761995
## [1644,] 339716.1 2761992
## [1645,] 339721.2 2761994
## [1646,] 339724.3 2762000
## [1647,] 339736.4 2762051
## [1648,] 339753.5 2762097
## [1649,] 339766.0 2762118
## [1650,] 339781.9 2762136
## [1651,] 339818.7 2762167
## [1652,] 339824.2 2762169
## [1653,] 339835.4 2762173
## [1654,] 339869.1 2762171
## [1655,] 339888.2 2762174
## [1656,] 339968.8 2762206
## [1657,] 340036.7 2762208
## [1658,] 340051.4 2762212
## [1659,] 340148.7 2762277
## [1660,] 340219.6 2762292
## [1661,] 340257.4 2762306
## [1662,] 340344.2 2762351
## [1663,] 340423.2 2762402
## [1664,] 340462.9 2762423
## [1665,] 340478.8 2762426
## [1666,] 340498.9 2762423
## [1667,] 340544.2 2762410
## [1668,] 340568.3 2762413
## [1669,] 340580.3 2762421
## [1670,] 340615.9 2762457
## [1671,] 340721.8 2762585
## [1672,] 340788.2 2762657
## [1673,] 340809.4 2762680
## [1674,] 340812.0 2762693
## [1675,] 340813.4 2762790
## [1676,] 340848.5 2762877
## [1677,] 340879.0 2762926
## [1678,] 340908.8 2762964
## [1679,] 340965.6 2763027
## [1680,] 340991.7 2763053
## [1681,] 341071.7 2763123
## [1682,] 341117.2 2763199
## [1683,] 341142.8 2763236
## [1684,] 341153.6 2763245
## [1685,] 341236.8 2763269
## [1686,] 341266.6 2763275
## [1687,] 341281.2 2763275
## [1688,] 341303.5 2763257
## [1689,] 341347.0 2763193
## [1690,] 341370.1 2763165
## [1691,] 341398.7 2763143
## [1692,] 341414.6 2763140
## [1693,] 341422.8 2763146
## [1694,] 341497.8 2763235
## [1695,] 341505.4 2763258
## [1696,] 341505.8 2763269
## [1697,] 341497.8 2763315
## [1698,] 341506.7 2763332
## [1699,] 341520.4 2763348
## [1700,] 341548.0 2763374
## [1701,] 341562.6 2763382
## [1702,] 341593.5 2763389
## [1703,] 341687.0 2763410
## [1704,] 341698.1 2763410
## [1705,] 341728.0 2763402
## [1706,] 341754.7 2763382
## [1707,] 341802.9 2763333
## [1708,] 341819.5 2763323
## [1709,] 341848.0 2763315
## [1710,] 341876.6 2763295
## [1711,] 341893.8 2763289
## [1712,] 341903.3 2763290
## [1713,] 341919.2 2763297
## [1714,] 341931.9 2763318
## [1715,] 341937.6 2763335
## [1716,] 341953.5 2763422
## [1717,] 341952.2 2763476
## [1718,] 341954.8 2763495
## [1719,] 341961.8 2763516
## [1720,] 341974.5 2763535
## [1721,] 342005.6 2763560
## [1722,] 342025.8 2763568
## [1723,] 342040.5 2763580
## [1724,] 342067.7 2763632
## [1725,] 342077.3 2763645
## [1726,] 342103.9 2763670
## [1727,] 342143.3 2763690
## [1728,] 342291.3 2763726
## [1729,] 342343.3 2763785
## [1730,] 342361.8 2763800
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## [1732,] 342508.5 2763814
## [1733,] 342527.6 2763808
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## [1735,] 342610.7 2763742
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## [1738,] 342709.2 2763765
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## [1740,] 342747.9 2763738
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## [1745,] 342859.7 2763780
## [1746,] 342928.3 2763827
## [1747,] 342952.5 2763842
## [1748,] 342969.6 2763844
## [1749,] 342982.9 2763834
## [1750,] 343007.0 2763803
## [1751,] 343031.8 2763764
## [1752,] 343041.3 2763755
## [1753,] 343073.1 2763738
## [1754,] 343107.3 2763725
## [1755,] 343146.7 2763721
## [1756,] 343182.9 2763729
## [1757,] 343213.4 2763741
## [1758,] 343287.1 2763794
## [1759,] 343316.3 2763808
## [1760,] 343524.6 2763843
## [1761,] 343539.2 2763855
## [1762,] 343542.2 2763860
## [1763,] 343565.2 2763899
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## [1765,] 343732.3 2763843
## [1766,] 343741.8 2763843
## [1767,] 343750.7 2763853
## [1768,] 343785.6 2763918
## [1769,] 343795.2 2763928
## [1770,] 343819.0 2763942
## [1771,] 343902.2 2763972
## [1772,] 343928.4 2763988
## [1773,] 343930.8 2763989
## [1774,] 343956.4 2763998
## [1775,] 344057.1 2764011
## [1776,] 344100.9 2764013
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## [1779,] 344233.3 2763984
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## [1781,] 344271.0 2764004
## [1782,] 344292.8 2764034
## [1783,] 344323.8 2764165
## [1784,] 344330.2 2764207
## [1785,] 344338.3 2764228
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## [1787,] 344375.9 2764258
## [1788,] 344399.4 2764262
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## [1790,] 344510.5 2764261
## [1791,] 344516.3 2764260
## [1792,] 344603.1 2764226
## [1793,] 344637.6 2764223
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## [1795,] 344655.8 2764236
## [1796,] 344667.4 2764274
## [1797,] 344711.8 2764382
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## [1802,] 344835.1 2764388
## [1803,] 344900.9 2764379
## [1804,] 344925.9 2764380
## [1805,] 344942.4 2764384
## [1806,] 344955.5 2764396
## [1807,] 344973.0 2764427
## [1808,] 344979.7 2764474
## [1809,] 344991.1 2764500
## [1810,] 345004.4 2764517
## [1811,] 345021.6 2764529
## [1812,] 345094.0 2764555
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## [1814,] 345182.4 2764591
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## [1820,] 345299.3 2764777
## [1821,] 345356.4 2764798
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## [1823,] 345383.1 2764798
## [1824,] 345477.1 2764759
## [1825,] 345485.3 2764752
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## [1829,] 345582.5 2764656
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## [1831,] 345662.5 2764634
## [1832,] 345714.2 2764642
## [1833,] 345775.6 2764671
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## [1837,] 345892.4 2764764
## [1838,] 345926.7 2764811
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## [1840,] 345957.8 2764823
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## [1845,] 346164.9 2764816
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## [1853,] 346445.6 2764825
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## [1855,] 346504.6 2764807
## [1856,] 346511.6 2764787
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## [1858,] 346599.8 2764786
## [1859,] 346653.2 2764748
## [1860,] 346714.7 2764714
## [1861,] 346724.2 2764713
## [1862,] 346757.3 2764736
## [1863,] 346790.9 2764765
## [1864,] 346834.7 2764779
## [1865,] 346880.4 2764825
## [1866,] 346901.4 2764839
## [1867,] 346918.6 2764841
##
##
##
## Slot "plotOrder":
## [1] 1
##
## Slot "labpt":
## [1] 342236.3 2762190.2
##
## Slot "ID":
## [1] "0"
##
## Slot "area":
## [1] 15157880
# neihu <- tw[tw$TOWN_NA=="內湖區",] %>% fortify(region="CODE3")
# out <- left_join(neihu, power, by=c("id"="CODE3"))
map <- tw[tw$TOWN_NA=="沙鹿區",] %>%
fortify(region="CODE3")
head(map)
## long lat order hole piece id group
## 1 209975.7 2684480 1 FALSE 1 A660130001 A660130001.1
## 2 209965.5 2684462 2 FALSE 1 A660130001 A660130001.1
## 3 209943.4 2684424 3 FALSE 1 A660130001 A660130001.1
## 4 209934.2 2684408 4 FALSE 1 A660130001 A660130001.1
## 5 209928.2 2684396 5 FALSE 1 A660130001 A660130001.1
## 6 209924.1 2684387 6 FALSE 1 A660130001 A660130001.1
out <- left_join(map, power, by=c("id"="CODE3"))
ggplot(out, aes(x = long, y = lat, group = group, fill=value)) +
geom_polygon(colour = "black", size = 0.5, aes(group = group)) +
scale_fill_gradient(low = wes_palette("GrandBudapest")[1],
high = wes_palette("GrandBudapest")[3],
tran="log")
