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docs: add lonboard visualization (#140)
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‎docs/image/lonboard_ns.png‎

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‎docs/overture-examples.ipynb‎

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@@ -38,7 +38,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 2,
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"id": "6d6fa0ab-b4ed-4e60-b099-a1af0998b486",
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"metadata": {},
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"outputs": [],
@@ -62,7 +62,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 3,
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"id": "52855769-4872-472a-9c42-afced3d85ca8",
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"metadata": {},
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"outputs": [],
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 4,
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"id": "b45b5e5c-64ed-49ba-a8aa-9f2292f617c6",
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"metadata": {},
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"outputs": [
@@ -86,25 +86,25 @@
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"│ id ┆ geometry ┆ … ┆ roof_height │\n",
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"│ utf8 ┆ geometry ┆ ┆ float64 │\n",
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"╞══════════════════════════════════════╪═════════════════════════════════════════╪═══╪═════════════╡\n",
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"│ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 25.7460051,-105.… ┆ … ┆ │\n",
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"│ 97a89436-5295-417e-bde1-2dbf8fe10700 ┆ POLYGON((-107.0377042 28.8102782,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 25.7517374,-105.… ┆ … ┆ │\n",
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"│ e09fcdeb-65ab-443c-bc59-4f9acf32af17 ┆ POLYGON((-107.0372022 28.8103812,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 25.7493614,-105.… ┆ … ┆ │\n",
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"│ cb06e75f-66a0-40ca-9029-e1a24dff1434 ┆ POLYGON((-107.0372848 28.8104923,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 25.7465883,-105.… ┆ … ┆ │\n",
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"│ 5b8eaaca-5628-41d2-9e74-8c4c1205ed54 ┆ POLYGON((-107.0371986 28.8104859,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 25.7150521,-105.… ┆ … ┆ │\n",
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"│ 1a4fba29-6160-4a98-b8f7-03395fd6466a ┆ POLYGON((-107.0373331 28.8105281,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 25.7149905,-105.… ┆ … ┆ │\n",
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"│ 9de2d803-ab58-46e1-9a35-7423f8d0d121 ┆ POLYGON((-107.0378928 28.8112268,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 25.71648,-105.75… ┆ … ┆ │\n",
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"│ 1704c72b-6f2b-445b-b9a3-36fdd0c74233 ┆ POLYGON((-107.0376099 28.8112085,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 25.7197151,-105.76… ┆ … ┆ │\n",
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"│ b30bf41d-479f-4ee5-bd45-d4e17ffd8875 ┆ POLYGON((-107.0377094 28.8115554,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 25.7197994,-105.… ┆ … ┆ │\n",
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"│ c88928d4-b165-4335-9bd8-ccc5c9f79cee ┆ POLYGON((-107.0374986 28.8111847,-107.… ┆ … ┆ │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 25.7190388,-105.… ┆ … ┆ │\n",
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"│ ca1000b0-6af3-47fc-bdf2-61e8b1b716fc ┆ POLYGON((-107.0370972 28.8115247,-107.… ┆ … ┆ │\n",
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"└──────────────────────────────────────┴─────────────────────────────────────────┴───┴─────────────┘\n"
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]
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}
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"execution_count": 5,
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"id": "e37a023e-0e80-403a-a65b-b5a190004f72",
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "ebfe4776-e08f-4f38-97fc-fca8ec6fc364",
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"execution_count": 7,
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"id": "b73f670d-0d10-4a7a-bfc7-e2abe5d9edd2",
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"metadata": {},
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" roof_height: float64<Float64>"
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]
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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"execution_count": 8,
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"│ id ┆ geometry ┆ bbox ┆ … ┆ is_territorial ┆ region ┆ division_id │\n",
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"│ utf8 ┆ geometry ┆ struct ┆ ┆ boolean ┆ utf8 ┆ utf8 │\n",
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"╞═════════════════╪════════════════╪════════════════╪═══╪════════════════╪════════╪════════════════╡\n",
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"│ 6dd2a4d4-542f-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 4b010ede-3285… │\n",
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"│ cd743a89-9507-… ┆ POLYGON((111.… ┆ {xmin: 111.40… ┆ … ┆ true ┆ ┆ e08d9394-cbc8… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 5eef9108-6811-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 4aa05d3a-0300… │\n",
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"│ eb9f314e-1184-… ┆ POLYGON((112.… ┆ {xmin: 112.15… ┆ … ┆ true ┆ ┆ aa2561c6-a578… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ fe123780-bf85-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 63c6570b-70fd… │\n",
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"│ 89fbee90-bca0-… ┆ MULTIPOLYGON(… ┆ {xmin: 112.15… ┆ … ┆ true ┆ ┆ 1cf6b19e-756f… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ c0f0c861-a3bc-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ c3fc4642-f97b… │\n",
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"│ 758c0e1e-67aa-… ┆ POLYGON((112.… ┆ {xmin: 112.27… ┆ … ┆ true ┆ ┆ 505f563f-7aa3… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ a57076cb-c74d-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 5d206247-f4b2… │\n",
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"│ e5d4c707-66d7-… ┆ POLYGON((109.… ┆ {xmin: 109.64… ┆ … ┆ true ┆ CN-HI ┆ 86939aee-1fbd… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ d86411e8-02a1-… ┆ POLYGON((-82.… ┆ {xmin: -82.40… ┆ … ┆ true ┆ PA-4 ┆ c5564623-b42e… │\n",
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"│ 26015e14-62ae-… ┆ POLYGON((109.… ┆ {xmin: 109.66… ┆ … ┆ true ┆ CN-HI ┆ ed052bae-e26f… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ d13f593f-7fde-… ┆ POLYGON((-82.… ┆ {xmin: -82.39… ┆ … ┆ true ┆ PA-4 ┆ b02aa2a3-3889… │\n",
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"│ eb42fd17-ad1e-… ┆ POLYGON((109.… ┆ {xmin: 109.83… ┆ … ┆ true ┆ CN-HI ┆ 201eeb03-4f5a… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ 3598138e-788a-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 6700edfc-96e5… │\n",
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"│ d63e1220-a308-… ┆ POLYGON((109.… ┆ {xmin: 109.90… ┆ … ┆ true ┆ CN-HI ┆ 71e30c32-2bc1… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
305-
"│ a5cecb4f-d6d1-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 9f24a80b-355d… │\n",
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"│ e62cef5e-6768-… ┆ POLYGON((109.… ┆ {xmin: 109.74… ┆ … ┆ true ┆ CN-HI ┆ 24478621-6802… │\n",
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"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
307-
"│ a4d912fc-69d9-… ┆ POLYGON((-82.… ┆ {xmin: -82.37… ┆ … ┆ true ┆ PA-4 ┆ 65786eba-d8fd… │\n",
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"│ c6fcbed1-ad8d-… ┆ POLYGON((110.… ┆ {xmin: 110.00… ┆ … ┆ true ┆ CN-HI ┆ ac0f434d-1e10… │\n",
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"└─────────────────┴────────────────┴────────────────┴───┴────────────────┴────────┴────────────────┘\n"
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]
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"execution_count": 11,
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"id": "03b951de-3397-4fcf-9baf-50e139a38dd4",
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"metadata": {},
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"outputs": [],
@@ -326,7 +326,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"execution_count": 12,
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"id": "9c6bd69d-9407-432a-bdc8-d60976237a3a",
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"metadata": {},
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"outputs": [
@@ -353,7 +353,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"execution_count": 13,
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"id": "75a6d0ed-9767-4d36-a77a-4afb7952fbe4",
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"metadata": {},
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"outputs": [
@@ -376,7 +376,7 @@
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" division_id: utf8<Utf8View>"
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]
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},
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"execution_count": 12,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
@@ -387,7 +387,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 14,
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"id": "f1f7158c-ef2b-4377-9bee-180309ddd553",
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"metadata": {},
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"outputs": [],
@@ -410,7 +410,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"execution_count": 15,
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"id": "27e6909d-06fa-438b-88e0-d300fd2fb1ec",
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"metadata": {},
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"outputs": [],
@@ -420,7 +420,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 16,
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"id": "2dec92d8-a374-4021-990a-e50f5769516e",
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"metadata": {},
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"outputs": [],
@@ -434,7 +434,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 17,
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"id": "7f39a283-0eee-4f72-a30a-8dd9fa1aaa69",
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"metadata": {
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"scrolled": true
@@ -452,8 +452,8 @@
452452
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
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"│ Mud Island ┆ ┆ ┆ POLYGON((-66.0222822… │\n",
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"└────────────────────────┴────────────────────────┴────────────────────────┴───────────────────────┘\n",
455-
"CPU times: user 1.2 ms, sys: 844 μs, total: 2.04 ms\n",
456-
"Wall time: 2.03 ms\n"
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"CPU times: user 1.31 ms, sys: 1.02 ms, total: 2.33 ms\n",
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"Wall time: 2.54 ms\n"
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]
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}
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],
@@ -462,11 +462,60 @@
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"# this executes quickly because the Nova Scotia data was persisted in memory with `to_memtable()`\n",
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"df.show(2)"
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]
465+
},
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{
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"cell_type": "markdown",
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"id": "fc1d2023-c83a-4010-808b-212161b1b577",
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"metadata": {},
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"source": [
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"## Visualize the results with lonboard"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"id": "f78583fd-a73a-4169-9c45-74d8026bb5fb",
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"metadata": {
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"collapsed": true,
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"jupyter": {
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"outputs_hidden": true
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}
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},
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"outputs": [
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{
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"data": {
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"application/vnd.jupyter.widget-view+json": {
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"model_id": "0dec2568b9e9420da04da4bf04eedc94",
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"version_major": 2,
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"version_minor": 1
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},
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"text/plain": [
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"Map(basemap_style=<CartoBasemap.DarkMatter: 'https://basemaps.cartocdn.com/gl/dark-matter-gl-style/style.json'…"
494+
]
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},
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"execution_count": 18,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"import lonboard\n",
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"\n",
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"lonboard.viz(df)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "0f668f51-462e-4e18-b774-c047140b224a",
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"metadata": {},
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"source": [
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"![Lonboard NS](image/lonboard_ns.png)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": ".venv (3.13.3)",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
@@ -480,7 +529,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.13.3"
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"version": "3.12.4"
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}
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},
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"nbformat": 4,

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