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@ohno
Last active April 17, 2023 13:51
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{
"cells": [
{
"cell_type": "markdown",
"id": "8a615f8f",
"metadata": {},
"source": [
"# Juliaでgeojsonから地図をプロットする\n",
"\n",
"geojsonファイルから地図を描写します. ドキュメントが少なく, 結構難しかったので記事にしておきます."
]
},
{
"cell_type": "markdown",
"id": "ad4d904f",
"metadata": {},
"source": [
"## パッケージ\n",
"\n",
"描写には[Plots.jl](https://docs.juliaplots.org/stable/), geojsonファイルの読み込みには[GeoJSON.jl](https://github.com/JuliaGeo/GeoJSON.jl)を用います. これだけでも描写は可能ですがデータの扱いを簡単にするために[DataFrames.jl](https://dataframes.juliadata.org/stable/)を用いました."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "82c56fdc",
"metadata": {},
"outputs": [],
"source": [
"# using Pkg\n",
"# Pkg.add(\"Plots\")\n",
"# Pkg.add(\"GeoJSON\")\n",
"# Pkg.add(\"DataFrames\")\n",
"using Plots\n",
"using GeoJSON\n",
"using DataFrames"
]
},
{
"cell_type": "markdown",
"id": "4b232ed6",
"metadata": {},
"source": [
"## Hello World!\n",
"\n",
"geojsonファイルは[こちらのサイトのGeojson ファイル](https://japonyol.net/editor/article/47-prefectures-geojson.html)からダウンロードして使用させて頂きます. なお, 研究などで使う場合は元ファイルを[国土数値情報ダウンロードサイト](https://nlftp.mlit.go.jp/ksj/gml/datalist/KsjTmplt-N03-v2_3.html)から入手して使ってください. `read()`でそのファイルを読み込み, `GeoJSON.read()`でパースします. `.geometry`を`plot()`に渡せば描写できます. `savefig()`で保存できます. SVGだとかなり重いのでPNGで保存することをお勧めします."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "89824688",
"metadata": {},
"outputs": [
{
"data": {
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"
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"jsonbytes = read(\"./prefectures.geojson\") # ここでダウンロードしたファイルを指定\n",
"japan = GeoJSON.read(jsonbytes)\n",
"plot(japan.geometry, fmt=:png)"
]
},
{
"cell_type": "markdown",
"id": "40ae8255",
"metadata": {},
"source": [
"例えば神奈川県は下記のように描写できます."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "475498f7",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot(japan[14].geometry, fmt=:png)"
]
},
{
"cell_type": "markdown",
"id": "651ccc08",
"metadata": {},
"source": [
"## DataFrame"
]
},
{
"cell_type": "markdown",
"id": "79b9486b",
"metadata": {},
"source": [
"データフレームに収めると, より扱いやすくなります. 特に複数の県のみ描写するなどの場合に便利です. まずは先ほどの結果を再現していきます."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "b4e6e5e7",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"jsonbytes = read(\"./prefectures.geojson\") # ここでダウンロードしたファイルを指定\n",
"japan = GeoJSON.read(jsonbytes)\n",
"df = DataFrame(japan)\n",
"plot(df[:, :geometry], fmt=:png)"
]
},
{
"cell_type": "markdown",
"id": "ba3622be",
"metadata": {},
"source": [
"例えば神奈川県は次のように抜き出せます."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ff22fdb0",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"神奈川県\""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df[14, :name]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "45214471",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot(df[14, :geometry], fmt=:png)"
]
},
{
"cell_type": "markdown",
"id": "8273e42c",
"metadata": {},
"source": [
"複数の県を描写する場合は下記のように扱います."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "6935069f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2-element Vector{String}:\n",
" \"埼玉県\"\n",
" \"神奈川県\""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df[[11,14], :name]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "371e1f98",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plot(df[[11,14], :geometry], fmt=:png)"
]
},
{
"cell_type": "markdown",
"id": "180ae06a",
"metadata": {},
"source": [
"## 実用例"
]
},
{
"cell_type": "markdown",
"id": "91ca2adf",
"metadata": {},
"source": [
"自分がこれまでに使った例を示します. まず, 良い感じの日本を描きます."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "6260306f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 日本全体を描写\n",
"plot(\n",
" df[:, :geometry],\n",
" xlims=(127,149),\n",
" ylims=(30,46),\n",
" ticks=false,\n",
" framestyle=:none,\n",
" foreground_color=:transparent,\n",
" background_color=:transparent,\n",
" fmt=:png,\n",
" size=(420,420),\n",
" fill=\"#3FBCBC\",\n",
" lc=\"#FFFFFF\",\n",
" lw=0.5\n",
")"
]
},
{
"cell_type": "markdown",
"id": "9505523a",
"metadata": {},
"source": [
"例えば神奈川だけ塗りつぶす場合は下記のように`plot!()`を使って上から神奈川県だけ色を変えて重ねて描写します."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "e680ec5b",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 日本全体を描写\n",
"plot(\n",
" df[:, :geometry],\n",
" xlims=(127,149),\n",
" ylims=(30,46),\n",
" ticks=false,\n",
" framestyle=:none,\n",
" foreground_color=:transparent,\n",
" background_color=:transparent,\n",
" fmt=:png,\n",
" size=(420,420),\n",
" fill=\"#3FBCBC\",\n",
" lc=\"#FFFFFF\",\n",
" lw=0.5\n",
")\n",
"\n",
"# 神奈川だけ色を変える\n",
"plot!(\n",
" df[14,:geometry],\n",
" fill=\"#BC1C5F\",\n",
" lc=\"#BC1C5F\",\n",
" lw=1\n",
")"
]
},
{
"cell_type": "markdown",
"id": "debd61b4",
"metadata": {},
"source": [
"例えば神奈川だけ塗りつぶす場合は下記のように`plot!()`を使って上から神奈川県だけ色を変えて重ねて描写します."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "8037eff3",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 日本全体を描写します\n",
"plot(\n",
" df[:, :geometry],\n",
" xlims=(127,149),\n",
" ylims=(30,46),\n",
" ticks=false,\n",
" framestyle=:none,\n",
" foreground_color=:transparent,\n",
" background_color=:transparent,\n",
" fmt=:png,\n",
" size=(420,420),\n",
" fill=\"#3FBCBC\",\n",
" lc=\"#FFFFFF\",\n",
" lw=0.5\n",
")\n",
"\n",
"# 神奈川だけ色を変える\n",
"plot!(\n",
" df[[11,14],:geometry],\n",
" fill=\"#BC1C5F\"\n",
")\n",
"\n",
"# 保存\n",
"# savefig(\"Japan.svg\")\n",
"# plot!()"
]
},
{
"cell_type": "markdown",
"id": "081bb5a7",
"metadata": {},
"source": [
"関東だけ拡大する場合は`xlims`と`ylims`を変更します."
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "084acf6f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 関東だけ拡大して表示\n",
"plot(\n",
" df[:, :geometry],\n",
" xlims=(138.3,140.9),\n",
" ylims=(34.8,37.2),\n",
" ticks=false,\n",
" framestyle=:none,\n",
" foreground_color=:transparent,\n",
" background_color=:transparent,\n",
" fmt=:png,\n",
" size=(420,420),\n",
" fill=\"#9BDEDE\",\n",
" lc=\"#FFFFFF\",\n",
" lw=1\n",
")"
]
},
{
"cell_type": "markdown",
"id": "746e7b97",
"metadata": {},
"source": [
"例えば神奈川県だけ表示したい場合は先ほどと同様に"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "afdaa2aa",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 関東だけ拡大して表示\n",
"plot(\n",
" df[:, :geometry],\n",
" xlims=(138.3,140.9),\n",
" ylims=(34.8,37.2),\n",
" ticks=false,\n",
" framestyle=:none,\n",
" foreground_color=:transparent,\n",
" background_color=:transparent,\n",
" fmt=:png,\n",
" size=(420,420),\n",
" fill=\"#9BDEDE\",\n",
" lc=\"#FFFFFF\",\n",
" lw=1\n",
")\n",
"\n",
"# 神奈川だけ赤く\n",
"plot!(\n",
" df[14,:geometry],\n",
" fill=\"#F099BD\",\n",
" lc=\"#FFFFFF\",\n",
" lw=1\n",
")"
]
},
{
"attachments": {
"YCU.png": {
"image/png": 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