{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![](../docs/banner.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Chapter 1: Introduction to Spatial Data\n", "\n", "**Tomas Beuzen, 2021**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![](img/map.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Chapter Outline\n", "
\n", " | PRUID | \n", "PRNAME | \n", "PRENAME | \n", "PRFNAME | \n", "PREABBR | \n", "PRFABBR | \n", "geometry | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "10 | \n", "Newfoundland and Labrador / Terre-Neuve-et-Lab... | \n", "Newfoundland and Labrador | \n", "Terre-Neuve-et-Labrador | \n", "N.L. | \n", "T.-N.-L. | \n", "MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ... | \n", "
1 | \n", "11 | \n", "Prince Edward Island / Île-du-Prince-Édouard | \n", "Prince Edward Island | \n", "Île-du-Prince-Édouard | \n", "P.E.I. | \n", "Î.-P.-É. | \n", "MULTIPOLYGON (((-61.98300 46.45775, -61.98136 ... | \n", "
2 | \n", "12 | \n", "Nova Scotia / Nouvelle-Écosse | \n", "Nova Scotia | \n", "Nouvelle-Écosse | \n", "N.S. | \n", "N.-É. | \n", "MULTIPOLYGON (((-61.90233 45.87878, -61.90057 ... | \n", "
3 | \n", "13 | \n", "New Brunswick / Nouveau-Brunswick | \n", "New Brunswick | \n", "Nouveau-Brunswick | \n", "N.B. | \n", "N.-B. | \n", "MULTIPOLYGON (((-64.80155 47.80365, -64.80155 ... | \n", "
4 | \n", "24 | \n", "Quebec / Québec | \n", "Quebec | \n", "Québec | \n", "Que. | \n", "Qc | \n", "MULTIPOLYGON (((-58.64703 51.20816, -58.63991 ... | \n", "
5 | \n", "35 | \n", "Ontario | \n", "Ontario | \n", "Ontario | \n", "Ont. | \n", "Ont. | \n", "MULTIPOLYGON (((-88.86612 56.84777, -88.86838 ... | \n", "
6 | \n", "46 | \n", "Manitoba | \n", "Manitoba | \n", "Manitoba | \n", "Man. | \n", "Man. | \n", "MULTIPOLYGON (((-94.82341 59.99352, -94.82398 ... | \n", "
7 | \n", "47 | \n", "Saskatchewan | \n", "Saskatchewan | \n", "Saskatchewan | \n", "Sask. | \n", "Sask. | \n", "POLYGON ((-109.63748 60.00005, -109.62498 60.0... | \n", "
8 | \n", "48 | \n", "Alberta | \n", "Alberta | \n", "Alberta | \n", "Alta. | \n", "Alb. | \n", "POLYGON ((-110.00001 59.95257, -110.00001 59.9... | \n", "
9 | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "British Columbia | \n", "Colombie-Britannique | \n", "B.C. | \n", "C.-B. | \n", "MULTIPOLYGON (((-135.40000 60.00006, -135.3875... | \n", "
10 | \n", "60 | \n", "Yukon | \n", "Yukon | \n", "Yukon | \n", "Y.T. | \n", "Yn | \n", "MULTIPOLYGON (((-136.46988 68.86889, -136.4686... | \n", "
11 | \n", "61 | \n", "Northwest Territories / Territoires du Nord-Ouest | \n", "Northwest Territories | \n", "Territoires du Nord-Ouest | \n", "N.W.T. | \n", "T.N.-O. | \n", "MULTIPOLYGON (((-134.49321 69.70799, -134.4947... | \n", "
12 | \n", "62 | \n", "Nunavut | \n", "Nunavut | \n", "Nunavut | \n", "Nvt. | \n", "Nt | \n", "MULTIPOLYGON (((-94.65114 72.00040, -94.64164 ... | \n", "
\n", " | PRUID | \n", "PRNAME | \n", "PRENAME | \n", "PRFNAME | \n", "PREABBR | \n", "PRFABBR | \n", "geometry | \n", "
---|---|---|---|---|---|---|---|
0 | \n", "10 | \n", "Newfoundland and Labrador / Terre-Neuve-et-Lab... | \n", "Newfoundland and Labrador | \n", "Terre-Neuve-et-Labrador | \n", "N.L. | \n", "T.-N.-L. | \n", "MULTIPOLYGON (((-57.40256 54.14965, -57.38429 ... | \n", "
\n", " | PRUID | \n", "PRNAME | \n", "PRENAME | \n", "PRFNAME | \n", "PREABBR | \n", "PRFABBR | \n", "geometry | \n", "
---|---|---|---|---|---|---|---|
9 | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "British Columbia | \n", "Colombie-Britannique | \n", "B.C. | \n", "C.-B. | \n", "MULTIPOLYGON (((-135.40000 60.00006, -135.3875... | \n", "
\n", " | PRENAME | \n", "geometry | \n", "
---|---|---|
0 | \n", "British Columbia | \n", "MULTIPOLYGON (((-135.40000 60.00006, -135.3875... | \n", "
\n", " | City | \n", "Population | \n", "Latitude | \n", "Longitude | \n", "
---|---|---|---|---|
0 | \n", "Vancouver | \n", "2264823 | \n", "49.260833 | \n", "-123.113889 | \n", "
1 | \n", "Victoria | \n", "335696 | \n", "48.428333 | \n", "-123.364722 | \n", "
2 | \n", "Kelowna | \n", "151957 | \n", "49.888056 | \n", "-119.495556 | \n", "
\n", " | City | \n", "Population | \n", "Latitude | \n", "Longitude | \n", "geometry | \n", "
---|---|---|---|---|---|
0 | \n", "Vancouver | \n", "2264823 | \n", "49.260833 | \n", "-123.113889 | \n", "POINT (-123.11389 49.26083) | \n", "
1 | \n", "Victoria | \n", "335696 | \n", "48.428333 | \n", "-123.364722 | \n", "POINT (-123.36472 48.42833) | \n", "
2 | \n", "Kelowna | \n", "151957 | \n", "49.888056 | \n", "-119.495556 | \n", "POINT (-119.49556 49.88806) | \n", "
\n", " | name | \n", "length | \n", "bridge | \n", "geometry | \n", "
---|---|---|---|---|
0 | \n", "Stanley Park Causeway | \n", "165.216 | \n", "yes | \n", "LINESTRING (-123.13719 49.29767, -123.13718 49... | \n", "
1 | \n", "Stanley Park Causeway | \n", "62.901 | \n", "NaN | \n", "LINESTRING (-123.13719 49.29767, -123.13741 49... | \n", "
2 | \n", "NaN | \n", "8.066 | \n", "NaN | \n", "LINESTRING (-123.13211 49.29737, -123.13212 49... | \n", "
3 | \n", "Stanley Park Drive | \n", "80.558 | \n", "NaN | \n", "LINESTRING (-123.13211 49.29737, -123.13204 49... | \n", "
4 | \n", "NaN | \n", "91.001 | \n", "NaN | \n", "LINESTRING (-123.13211 49.29737, -123.13212 49... | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
361 | \n", "NaN | \n", "12.670 | \n", "NaN | \n", "LINESTRING (-123.12854 49.29693, -123.12863 49... | \n", "
362 | \n", "NaN | \n", "44.325 | \n", "NaN | \n", "LINESTRING (-123.12854 49.29693, -123.12869 49... | \n", "
363 | \n", "Stanley Park Drive | \n", "3.339 | \n", "NaN | \n", "LINESTRING (-123.14577 49.29042, -123.14572 49... | \n", "
364 | \n", "Park Lane | \n", "29.437 | \n", "NaN | \n", "LINESTRING (-123.14668 49.29078, -123.14658 49... | \n", "
365 | \n", "Stanley Park Drive | \n", "48.880 | \n", "NaN | \n", "LINESTRING (-123.14668 49.29078, -123.14670 49... | \n", "
366 rows × 4 columns
\n", "\n", " | name | \n", "length | \n", "bridge | \n", "geometry | \n", "
---|---|---|---|---|
0 | \n", "Stanley Park Causeway | \n", "165.216 | \n", "yes | \n", "POLYGON ((4018562.106 2009363.283, 4018563.601... | \n", "
1 | \n", "Stanley Park Causeway | \n", "62.901 | \n", "NaN | \n", "POLYGON ((4018554.879 2009389.952, 4018550.455... | \n", "
2 | \n", "NaN | \n", "8.066 | \n", "NaN | \n", "POLYGON ((4018874.157 2009173.346, 4018874.220... | \n", "
3 | \n", "Stanley Park Drive | \n", "80.558 | \n", "NaN | \n", "POLYGON ((4018877.663 2009164.604, 4018883.832... | \n", "
4 | \n", "NaN | \n", "91.001 | \n", "NaN | \n", "POLYGON ((4018870.301 2009159.558, 4018867.565... | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
361 | \n", "NaN | \n", "12.670 | \n", "NaN | \n", "POLYGON ((4019075.828 2009012.416, 4019075.828... | \n", "
362 | \n", "NaN | \n", "44.325 | \n", "NaN | \n", "POLYGON ((4019065.791 2008999.105, 4019063.426... | \n", "
363 | \n", "Stanley Park Drive | \n", "3.339 | \n", "NaN | \n", "POLYGON ((4017636.250 2008950.892, 4017636.334... | \n", "
364 | \n", "Park Lane | \n", "29.437 | \n", "NaN | \n", "POLYGON ((4017601.662 2009019.800, 4017601.738... | \n", "
365 | \n", "Stanley Park Drive | \n", "48.880 | \n", "NaN | \n", "POLYGON ((4017591.429 2009020.028, 4017591.421... | \n", "
366 rows × 4 columns
\n", "\n", " | CFSAUID | \n", "PRUID | \n", "PRNAME | \n", "geometry | \n", "index_right | \n", "name | \n", "length | \n", "bridge | \n", "
---|---|---|---|---|---|---|---|---|
1386 | \n", "V5Z | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.11483 49.26939, -123.11482 49.2... | \n", "14683 | \n", "West 49th Avenue | \n", "113.479 | \n", "NaN | \n", "
1386 | \n", "V5Z | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.11483 49.26939, -123.11482 49.2... | \n", "11256 | \n", "West 49th Avenue | \n", "113.479 | \n", "NaN | \n", "
1386 | \n", "V5Z | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.11483 49.26939, -123.11482 49.2... | \n", "11211 | \n", "West 49th Avenue | \n", "115.184 | \n", "NaN | \n", "
1386 | \n", "V5Z | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.11483 49.26939, -123.11482 49.2... | \n", "11257 | \n", "West 49th Avenue | \n", "115.184 | \n", "NaN | \n", "
1386 | \n", "V5Z | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.11483 49.26939, -123.11482 49.2... | \n", "11214 | \n", "Fremlin Street | \n", "51.729 | \n", "NaN | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
1615 | \n", "V6R | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.21376 49.27669, -123.21346 49.2... | \n", "48960 | \n", "NaN | \n", "221.171 | \n", "NaN | \n", "
1615 | \n", "V6R | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.21376 49.27669, -123.21346 49.2... | \n", "48957 | \n", "NaN | \n", "105.284 | \n", "NaN | \n", "
1615 | \n", "V6R | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.21376 49.27669, -123.21346 49.2... | \n", "54169 | \n", "NaN | \n", "105.284 | \n", "NaN | \n", "
1615 | \n", "V6R | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.21376 49.27669, -123.21346 49.2... | \n", "40455 | \n", "NaN | \n", "292.839 | \n", "NaN | \n", "
1615 | \n", "V6R | \n", "59 | \n", "British Columbia / Colombie-Britannique | \n", "POLYGON ((-123.21376 49.27669, -123.21346 49.2... | \n", "1231 | \n", "NaN | \n", "292.839 | \n", "NaN | \n", "
57907 rows × 8 columns
\n", "\n", " | length | \n", "
---|---|
CFSAUID | \n", "\n", " |
V6P | \n", "348095.253 | \n", "
V5R | \n", "281367.666 | \n", "
V5X | \n", "264815.800 | \n", "
V5S | \n", "259047.140 | \n", "
V5K | \n", "245773.116 | \n", "