"
],
"text/plain": [
" name geometry\n",
"0 Vatican City POINT (12.45339 41.90328)\n",
"1 San Marino POINT (12.44177 43.93610)\n",
"2 Vaduz POINT (9.51667 47.13372)\n",
"3 Lobamba POINT (31.20000 -26.46667)\n",
"4 Luxembourg POINT (6.13000 49.61166)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cities.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 1. The spatial join\n",
"\n",
"\n",
"**SPATIAL JOIN** = merging attributes from two geometry layers based on their spatial relationship"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Different parts of this operations:\n",
"\n",
"- The GeoDataFrame to which we want add information\n",
"- The GeoDataFrame that contains the information we want to add\n",
"- The spatial relationship we want to use to match both datasets (**intersects**, **contains**, **within**)\n",
"- The type of join: **left** or **inner** join"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"In this case, we want to join the `cities` dataframe, containing `Point` geometries, with the information of the `countries` dataframe, containing `Polygon` geometries.\n",
"\n",
"To match cities with countries, we'll use the `within` spatial relationship."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"The [`geopandas.sjoin()`](https://geopandas.org/reference/geopandas.sjoin.html) function performs this operation:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"joined = gpd.sjoin(cities, countries, predicate='within', how='left') "
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
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" name_left geometry index_right iso_a3 name_right \\\n",
"0 Vatican City POINT (12.45339 41.90328) 79.0 ITA Italy \n",
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"\n",
" continent pop_est gdp_md_est \n",
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"1 Europe 62137802.0 2221000.0 \n",
"2 Europe 8754413.0 416600.0 \n",
"3 Africa 1467152.0 11060.0 \n",
"4 Europe 594130.0 58740.0 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"joined.head() "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
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"\n",
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"metadata": {},
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],
"source": [
"cities_in_italy = joined.loc[joined['name_right'] == 'Italy']\n",
"cities_in_italy"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
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\n",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Extract Italy\n",
"italy = countries.loc[countries[\"name\"] == \"Italy\"]\n",
"\n",
"# Plot\n",
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"italy.plot(ax=ax, facecolor=\"none\", edgecolor=\"black\")\n",
"ax.set_axis_off()\n",
"ax.set_aspect(\"equal\")\n",
"\n",
"# Plot the first city in the joined data frame (Vatican City)\n",
"# Use the same axes by passing in the ax=ax keyword\n",
"ax = cities_in_italy.plot(ax=ax, color=\"red\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## 2. Spatial overlay operation\n",
"\n",
"We can also perform the `join()` operation on the **geometries** rather than just combining **attributes**.\n",
"\n",
"The `overlay()` function combines geometries, e.g. by taking the intersection of the geometries."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"africa = countries.loc[countries['continent'] == 'Africa'] "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
" iso_a3 name continent pop_est gdp_md_est \\\n",
"0 AGO Angola Africa 29310273.0 189000.0 \n",
"1 BEN Benin Africa 11038805.0 24310.0 \n",
"2 BFA Burkina Faso Africa 20107509.0 32990.0 \n",
"3 BWA Botswana Africa 2214858.0 35900.0 \n",
"4 CAF Central African Rep. Africa 5625118.0 3206.0 \n",
"\n",
" geometry \n",
"0 MULTIPOLYGON (((2673464.087 -1449571.330, 2441... \n",
"1 POLYGON ((100138.898 1231805.081, 138422.412 1... \n",
"2 MULTIPOLYGON (((100138.898 1231805.081, 26368.... \n",
"3 POLYGON ((3065120.801 -2659823.621, 3061281.52... \n",
"4 POLYGON ((1792937.514 836963.765, 1813457.017 ... "
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Data attributes are the same as the first data frame (africa) \n",
"# with an updated geometry column\n",
"diff.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Plot the intersection of the two geometries"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"\n",
"# The intersection of the geometry sets\n",
"intersection = gpd.overlay(africa, buffered_cities, how='intersection')\n",
"\n",
"# Plot\n",
"intersection.plot(ax=ax, facecolor=\"#b9f2b1\")\n",
"ax.set_axis_off()\n",
"ax.set_aspect(\"equal\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"## Recap: spatial operations\n",
"\n",
"- **Spatial join**: merge attributes from one data frame to another based on the spatial relationship\n",
"- **Spatial overlay**: creating new geometries based on spatial operation between both data frames (and not combining attributes of both data frames)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Putting it all together: 311 requests in 2020\n",
"\n",
"Load 311 requests in Philadelphia from the `data/` directory.\n",
"\n",
"Source: [OpenDataPhilly](https://www.opendataphilly.org/dataset/311-service-and-information-requests)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/49/ntrr94q12xd4rq8hqdnx96gm0000gn/T/ipykernel_16373/38353759.py:2: DtypeWarning: Columns (12) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" requests = pd.read_csv('./data/public_cases_fc_2020.csv.tar.gz')\n"
]
}
],
"source": [
"# Load the data from a CSV file into a pandas DataFrame\n",
"requests = pd.read_csv('./data/public_cases_fc_2020.csv.tar.gz')"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"number of requests = 727746\n"
]
}
],
"source": [
"print(\"number of requests = \", len(requests))"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
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"
NaN
\n",
"
2020-05-22 12:00:44
\n",
"
2020-05-22 12:00:53
\n",
"
2020-05-22 12:30:22
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" objectid service_request_id status status_notes \\\n",
"0 7890359 13127945 Closed Question Answered \n",
"1 9551814 13788036 Closed Question Answered \n",
"2 8138665 13251716 Closed NaN \n",
"3 8433329 13376073 Closed NaN \n",
"4 8433331 13376078 Closed NaN \n",
"\n",
" service_name service_code agency_responsible \\\n",
"0 Information Request SR-IR01 Police Department \n",
"1 Information Request SR-IR01 State/Federal Government Offices \n",
"2 Information Request SR-IR01 License & Inspections \n",
"3 Information Request SR-IR01 License & Inspections \n",
"4 Information Request SR-IR01 Streets Department \n",
"\n",
" service_notice requested_datetime updated_datetime \\\n",
"0 NaN 2020-02-05 11:00:11 2020-02-05 11:00:23 \n",
"1 NaN 2020-11-24 11:34:27 2020-11-24 11:34:32 \n",
"2 NaN 2020-03-26 11:40:36 2020-03-26 11:40:47 \n",
"3 NaN 2020-05-22 12:00:10 2020-05-22 12:00:39 \n",
"4 NaN 2020-05-22 12:00:44 2020-05-22 12:00:53 \n",
"\n",
" expected_datetime address zipcode media_url lat lon \n",
"0 2020-02-05 11:30:20 NaN NaN NaN NaN NaN \n",
"1 2020-11-24 12:00:24 NaN NaN NaN NaN NaN \n",
"2 2020-03-26 12:00:21 NaN NaN NaN NaN NaN \n",
"3 2020-05-22 12:30:22 NaN NaN NaN NaN NaN \n",
"4 2020-05-22 12:30:22 NaN NaN NaN NaN NaN "
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"requests.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"## First, convert to a GeoDataFrame"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Remove the requests missing lat/lon coordinates"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests = requests.dropna(subset=['lat', 'lon']) "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Create Point objects for each `lat` and `lon` combination.\n",
"\n",
"We can use the helper utility function: [`geopandas.points_from_xy()`](https://geopandas.org/reference/geopandas.points_from_xy.html#geopandas.points_from_xy)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests['Coordinates'] = gpd.points_from_xy(requests['lon'], requests['lat'])"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/plain": [
"13 POINT (-75.16257 40.04816)\n",
"18 POINT (-75.18500 40.03733)\n",
"21 POINT (-75.20887 40.02665)\n",
"24 POINT (-75.10652 40.03439)\n",
"25 POINT (-75.16350 39.93616)\n",
"Name: Coordinates, dtype: geometry"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"requests['Coordinates'].head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Now, convert to a GeoDataFrame.\n",
"\n",
"**Important**\n",
"- Don't forget to set the CRS manually! \n",
"- **The CRS you specify when creating a GeoDataFrame should tell geopandas what the coordinate system the input data is in.**\n",
"- Usually you will be reading lat/lng coordinates, and will need to specify the crs as EPSG code 4326\n",
"- You should specify the crs as a string using the syntax: `ESPG:4326`\n",
"\n"
]
},
{
"attachments": {
"Screen%20Shot%202020-09-12%20at%204.15.11%20PM.png": {
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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Since we're only using a few EPSG codes in this course, you can usually tell what the CRS is by looking at the values in the Point() objects.\n",
"\n",
"Philadelphia has a latitude of about 40 deg and longitude of about -75 deg.\n",
"\n",
"Our data must be in the usual lat/lng EPSG=4326.\n",
"\n",
""
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests = gpd.GeoDataFrame(requests, \n",
" geometry=\"Coordinates\", \n",
" crs=\"EPSG:4326\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Part 2: Putting it all together: 311 requests in 2020\n",
"\n",
"Load 311 requests in Philadelphia from the `data/` directory.\n",
"\n",
"Source: [OpenDataPhilly](https://www.opendataphilly.org/dataset/311-service-and-information-requests)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/49/ntrr94q12xd4rq8hqdnx96gm0000gn/T/ipykernel_16373/38353759.py:2: DtypeWarning: Columns (12) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" requests = pd.read_csv('./data/public_cases_fc_2020.csv.tar.gz')\n"
]
}
],
"source": [
"# Load the data from a CSV file into a pandas DataFrame\n",
"requests = pd.read_csv('./data/public_cases_fc_2020.csv.tar.gz')"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"number of requests = 727746\n"
]
}
],
"source": [
"print(\"number of requests = \", len(requests))"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
objectid
\n",
"
service_request_id
\n",
"
status
\n",
"
status_notes
\n",
"
service_name
\n",
"
service_code
\n",
"
agency_responsible
\n",
"
service_notice
\n",
"
requested_datetime
\n",
"
updated_datetime
\n",
"
expected_datetime
\n",
"
address
\n",
"
zipcode
\n",
"
media_url
\n",
"
lat
\n",
"
lon
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
7890359
\n",
"
13127945
\n",
"
Closed
\n",
"
Question Answered
\n",
"
Information Request
\n",
"
SR-IR01
\n",
"
Police Department
\n",
"
NaN
\n",
"
2020-02-05 11:00:11
\n",
"
2020-02-05 11:00:23
\n",
"
2020-02-05 11:30:20
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
1
\n",
"
9551814
\n",
"
13788036
\n",
"
Closed
\n",
"
Question Answered
\n",
"
Information Request
\n",
"
SR-IR01
\n",
"
State/Federal Government Offices
\n",
"
NaN
\n",
"
2020-11-24 11:34:27
\n",
"
2020-11-24 11:34:32
\n",
"
2020-11-24 12:00:24
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
2
\n",
"
8138665
\n",
"
13251716
\n",
"
Closed
\n",
"
NaN
\n",
"
Information Request
\n",
"
SR-IR01
\n",
"
License & Inspections
\n",
"
NaN
\n",
"
2020-03-26 11:40:36
\n",
"
2020-03-26 11:40:47
\n",
"
2020-03-26 12:00:21
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
3
\n",
"
8433329
\n",
"
13376073
\n",
"
Closed
\n",
"
NaN
\n",
"
Information Request
\n",
"
SR-IR01
\n",
"
License & Inspections
\n",
"
NaN
\n",
"
2020-05-22 12:00:10
\n",
"
2020-05-22 12:00:39
\n",
"
2020-05-22 12:30:22
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
"
\n",
"
4
\n",
"
8433331
\n",
"
13376078
\n",
"
Closed
\n",
"
NaN
\n",
"
Information Request
\n",
"
SR-IR01
\n",
"
Streets Department
\n",
"
NaN
\n",
"
2020-05-22 12:00:44
\n",
"
2020-05-22 12:00:53
\n",
"
2020-05-22 12:30:22
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
NaN
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" objectid service_request_id status status_notes \\\n",
"0 7890359 13127945 Closed Question Answered \n",
"1 9551814 13788036 Closed Question Answered \n",
"2 8138665 13251716 Closed NaN \n",
"3 8433329 13376073 Closed NaN \n",
"4 8433331 13376078 Closed NaN \n",
"\n",
" service_name service_code agency_responsible \\\n",
"0 Information Request SR-IR01 Police Department \n",
"1 Information Request SR-IR01 State/Federal Government Offices \n",
"2 Information Request SR-IR01 License & Inspections \n",
"3 Information Request SR-IR01 License & Inspections \n",
"4 Information Request SR-IR01 Streets Department \n",
"\n",
" service_notice requested_datetime updated_datetime \\\n",
"0 NaN 2020-02-05 11:00:11 2020-02-05 11:00:23 \n",
"1 NaN 2020-11-24 11:34:27 2020-11-24 11:34:32 \n",
"2 NaN 2020-03-26 11:40:36 2020-03-26 11:40:47 \n",
"3 NaN 2020-05-22 12:00:10 2020-05-22 12:00:39 \n",
"4 NaN 2020-05-22 12:00:44 2020-05-22 12:00:53 \n",
"\n",
" expected_datetime address zipcode media_url lat lon \n",
"0 2020-02-05 11:30:20 NaN NaN NaN NaN NaN \n",
"1 2020-11-24 12:00:24 NaN NaN NaN NaN NaN \n",
"2 2020-03-26 12:00:21 NaN NaN NaN NaN NaN \n",
"3 2020-05-22 12:30:22 NaN NaN NaN NaN NaN \n",
"4 2020-05-22 12:30:22 NaN NaN NaN NaN NaN "
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"requests.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"## First, convert to a GeoDataFrame"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Remove the requests missing lat/lon coordinates"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests = requests.dropna(subset=['lat', 'lon']) "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Create Point objects for each `lat` and `lon` combination.\n",
"\n",
"We can use the helper utility function: [`geopandas.points_from_xy()`](https://geopandas.org/reference/geopandas.points_from_xy.html#geopandas.points_from_xy)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests['geometry'] = gpd.points_from_xy(requests['lon'], requests['lat'])"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/plain": [
"13 POINT (-75.16257 40.04816)\n",
"18 POINT (-75.18500 40.03733)\n",
"21 POINT (-75.20887 40.02665)\n",
"24 POINT (-75.10652 40.03439)\n",
"25 POINT (-75.16350 39.93616)\n",
"Name: geometry, dtype: geometry"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"requests['geometry'].head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Now, convert to a GeoDataFrame.\n",
"\n",
"**Important**\n",
"- Don't forget to set the CRS manually! \n",
"- **The CRS you specify when creating a GeoDataFrame should tell geopandas what the coordinate system the input data is in.**\n",
"- Usually you will be reading lat/lng coordinates, and will need to specify the crs as EPSG code 4326\n",
"- You should specify the crs as a string using the syntax: `ESPG:4326`\n",
"\n"
]
},
{
"attachments": {
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"
}
},
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Since we're only using a few EPSG codes in this course, you can usually tell what the CRS is by looking at the values in the Point() objects.\n",
"\n",
"Philadelphia has a latitude of about 40 deg and longitude of about -75 deg.\n",
"\n",
"Our data must be in the usual lat/lng EPSG=4326.\n",
"\n",
""
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"requests = gpd.GeoDataFrame(requests, \n",
" geometry=\"geometry\", \n",
" crs=\"EPSG:4326\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Next, identify the top 20 most common requests"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Group by the service name and calculate the size of each group:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"service_types = requests.groupby('service_name').size()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Sort by the number (in descending order):"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"service_types = service_types.sort_values(ascending=False)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Slice the data to take the first 20 elements:"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/plain": [
"service_name\n",
"Rubbish/Recyclable Material Collection 47690\n",
"Illegal Dumping 26252\n",
"Maintenance Complaint 24722\n",
"Abandoned Vehicle 24538\n",
"Information Request 18480\n",
"Graffiti Removal 16264\n",
"Street Light Outage 13707\n",
"Street Defect 9670\n",
"Agency Receivables 6527\n",
"Other (Streets) 5994\n",
"Construction Complaints 5918\n",
"Sanitation / Dumpster Violation 5563\n",
"Fire Safety Complaint 5276\n",
"Street Trees 5141\n",
"LI Escalation 4788\n",
"Maintenance Residential or Commercial 3389\n",
"Traffic Signal Emergency 3013\n",
"Parks and Rec Safety and Maintenance 2773\n",
"License Complaint 2593\n",
"Alley Light Outage 2340\n",
"dtype: int64"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"top20 = service_types.iloc[:20]\n",
"top20 "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Let's trim to only the trash-related requests"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The nuumber of trash-related requests = 47690\n"
]
}
],
"source": [
"trash_selection = requests[\"service_name\"] == \"Rubbish/Recyclable Material Collection\"\n",
"trash_requests = requests.loc[trash_selection].copy()\n",
"\n",
"print(\"The nuumber of trash-related requests = \", len(trash_requests))"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Trash collection was a big concern in Philadelphia when the pandemic began\n",
"\n",
"\n",
"See for example, [this article](https://www.inquirer.com/news/philadephia-trash-recycling-collection-delays-covid-20200806.html) in the Philadelphia Inquirer"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Let's plot the monthly totals for 2020"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"# Convert the requested datetime to a column of Datetime objects\n",
"trash_requests['requested_datetime'] = pd.to_datetime(trash_requests['requested_datetime'])\n",
"\n",
"# Use the .dt attribute to extract out the month name\n",
"trash_requests['month_int'] = trash_requests['requested_datetime'].dt.month\n",
"trash_requests['month'] = trash_requests['requested_datetime'].dt.month_name()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Note: Setting with a copy warning\n",
"\n",
"TL;DR: This is usually fine! \n",
"\n",
"If you select a subset of a dataframe (a \"slice\") and then make changes (like adding a new column), you will get this warning. There is a good discussion of the issue on [StackOverflow](https://stackoverflow.com/questions/20625582/how-to-deal-with-settingwithcopywarning-in-pandas).\n",
"\n",
"You can usually make this go away if you add a `.copy()` after you perform your selection. For example, this warning will go away if we had done:\n",
"\n",
"```python\n",
"trash_requests = requests.loc[requests[\"service_name\"] == \"Rubbish/Recyclable Material Collection\"].copy()\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
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\n",
"
month_int
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"
month
\n",
"
size
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"
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" \n",
" \n",
"
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"
0
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"
1
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January
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2710
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"
],
"text/plain": [
" month_int month size\n",
"0 1 January 2710\n",
"1 2 February 2067\n",
"2 3 March 2460\n",
"3 4 April 5778\n",
"4 5 May 6572\n",
"5 6 June 6485\n",
"6 7 July 9627\n",
"7 8 August 4466\n",
"8 9 September 1704\n",
"9 10 October 1335\n",
"10 11 November 1729\n",
"11 12 December 2757"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"totals_by_month = trash_requests.groupby([\"month_int\", \"month\"], as_index=False).size()\n",
"\n",
"totals_by_month"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### Note: I've used the `as_index=False` syntax here\n",
"\n",
"This will force the size() function to return a DataFrame instead of having the `month` column as the index of the resulted groupby operation.\n",
"\n",
"It saves us from having to do the `.reset_index()` function call after running the `.size()` function."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Plot a bar chart with seaborn\n",
"\n",
"For making static bar charts with Python, seaborn's [`sns.barplot()`](https://seaborn.pydata.org/generated/seaborn.barplot.html) is the best option"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
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"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Initialize figure/axes\n",
"fig, ax = plt.subplots(figsize=(12, 6))\n",
"\n",
"# Plot!\n",
"sns.barplot(\n",
" x=\"month_int\",\n",
" y=\"size\",\n",
" data=totals_by_month,\n",
" color=\"#2176d2\",\n",
" ax=ax,\n",
")\n",
"\n",
"ax.set_xticklabels(totals_by_month[\"month\"]);"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Example: Improving the aesthetics of matplotlib\n",
"\n",
"The trend is clear in the previous chart, but can we do a better job with the aesthetics? Yes!\n",
"\n",
"For reference, here is a common way to clean up charts in matplotlib:"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/49/ntrr94q12xd4rq8hqdnx96gm0000gn/T/ipykernel_16373/2905335741.py:33: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
" ax.set_yticklabels([f\"{yval:,.0f}\" for yval in ax.get_yticks()])\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Initialize figure/axes\n",
"fig, ax = plt.subplots(figsize=(12, 6))\n",
"\n",
"# Plot!\n",
"sns.barplot(\n",
" x=\"month\",\n",
" y=\"size\",\n",
" data=totals_by_month,\n",
" color=\"#2176d2\",\n",
" ax=ax,\n",
" order=[\n",
" \"January\",\n",
" \"February\",\n",
" \"March\",\n",
" \"April\",\n",
" \"May\",\n",
" \"June\",\n",
" \"July\",\n",
" \"August\",\n",
" \"September\",\n",
" \"October\",\n",
" \"November\",\n",
" \"December\",\n",
" ],\n",
" zorder=999, # Make sure the bar charts are on top of the grid\n",
")\n",
"\n",
"# Remove x/y axis labels\n",
"ax.set_xlabel(\"\")\n",
"ax.set_ylabel(\"\")\n",
"\n",
"# Format the ytick labels to use a comma and no decimal places\n",
"ax.set_yticklabels([f\"{yval:,.0f}\" for yval in ax.get_yticks()])\n",
"\n",
"# Rotate the xticks\n",
"plt.setp(ax.get_xticklabels(), rotation=60)\n",
"\n",
"# Add a grid backgrou d\n",
"ax.grid(True, axis=\"y\")\n",
"\n",
"# Remove the top and right axes lines\n",
"ax.spines[\"top\"].set_visible(False)\n",
"ax.spines[\"right\"].set_visible(False)\n",
"\n",
"# Add a title\n",
"ax.set_title(\n",
" \"Philadelphia's Trash-Related 311 Requests in 2020\", weight=\"bold\", fontsize=16\n",
");"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Now let's look at some geospatial trends!"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Let's convert from lat/lng to Web Mercator\n",
"\n",
"The original data has EPSG=4326. We'll convert to EPSG=3857."
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"trash_requests = trash_requests.to_crs(epsg=3857)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
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" objectid service_request_id status status_notes \\\n",
"24 8180042 13269656 Closed NaN \n",
"25 8180043 13266979 Closed NaN \n",
"57 7744426 13066443 Closed NaN \n",
"58 7744427 13066540 Closed NaN \n",
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"\n",
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"25 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"57 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"58 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"175 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"\n",
" service_notice requested_datetime updated_datetime \\\n",
"24 2 Business Days 2020-04-02 19:22:24 2020-04-06 07:02:57 \n",
"25 2 Business Days 2020-04-02 08:40:53 2020-04-06 07:02:58 \n",
"57 2 Business Days 2020-01-02 19:17:55 2020-01-04 05:46:06 \n",
"58 2 Business Days 2020-01-03 07:01:46 2020-01-04 05:46:07 \n",
"175 2 Business Days 2020-01-15 13:22:14 2020-01-16 14:03:29 \n",
"\n",
" expected_datetime address zipcode media_url lat \\\n",
"24 2020-04-06 20:00:00 624 FOULKROD ST NaN NaN 40.034389 \n",
"25 2020-04-05 20:00:00 1203 ELLSWORTH ST NaN NaN 39.936164 \n",
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"58 2020-01-06 19:00:00 2784 WILLITS RD NaN NaN 40.063658 \n",
"175 2020-01-16 19:00:00 6137 LOCUST ST NaN NaN 39.958186 \n",
"\n",
" lon geometry month_int month \n",
"24 -75.106518 POINT (-8360819.322 4870940.907) 4 April \n",
"25 -75.163497 POINT (-8367162.212 4856670.199) 4 April \n",
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]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"trash_requests.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Calculate statistics by Zillow neighborhood\n",
"\n",
"A GeoJSON holding Zillow definitions for Philadelphia neighborhoods is available in the `data/` directory. "
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"zillow = gpd.read_file('data/zillow_neighborhoods.geojson')\n",
"zillow = zillow.to_crs(epsg=3857)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"ax = zillow.plot(ax=ax, facecolor='none', edgecolor='black')\n",
"ax.set_axis_off()\n",
"ax.set_aspect(\"equal\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### Goal: for each neighborhood, calculate the number of trash-related requests\n",
"\n",
"Use the `sjoin()` function to match point data (requests) to polygon data (neighborhoods)"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"joined = gpd.sjoin(trash_requests, zillow, predicate='within', how='left')"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
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\n",
" \n",
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\n",
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\n",
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objectid
\n",
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service_request_id
\n",
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status
\n",
"
status_notes
\n",
"
service_name
\n",
"
service_code
\n",
"
agency_responsible
\n",
"
service_notice
\n",
"
requested_datetime
\n",
"
updated_datetime
\n",
"
...
\n",
"
address
\n",
"
zipcode
\n",
"
media_url
\n",
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lat
\n",
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lon
\n",
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geometry
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month_int
\n",
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month
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index_right
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ZillowName
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" \n",
" \n",
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24
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8180042
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13269656
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Closed
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NaN
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Rubbish/Recyclable Material Collection
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SR-ST03
\n",
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Streets Department
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"
2 Business Days
\n",
"
2020-04-02 19:22:24
\n",
"
2020-04-06 07:02:57
\n",
"
...
\n",
"
624 FOULKROD ST
\n",
"
NaN
\n",
"
NaN
\n",
"
40.034389
\n",
"
-75.106518
\n",
"
POINT (-8360819.322 4870940.907)
\n",
"
4
\n",
"
April
\n",
"
70.0
\n",
"
Lawndale
\n",
"
\n",
"
\n",
"
25
\n",
"
8180043
\n",
"
13266979
\n",
"
Closed
\n",
"
NaN
\n",
"
Rubbish/Recyclable Material Collection
\n",
"
SR-ST03
\n",
"
Streets Department
\n",
"
2 Business Days
\n",
"
2020-04-02 08:40:53
\n",
"
2020-04-06 07:02:58
\n",
"
...
\n",
"
1203 ELLSWORTH ST
\n",
"
NaN
\n",
"
NaN
\n",
"
39.936164
\n",
"
-75.163497
\n",
"
POINT (-8367162.212 4856670.199)
\n",
"
4
\n",
"
April
\n",
"
105.0
\n",
"
Passyunk Square
\n",
"
\n",
"
\n",
"
57
\n",
"
7744426
\n",
"
13066443
\n",
"
Closed
\n",
"
NaN
\n",
"
Rubbish/Recyclable Material Collection
\n",
"
SR-ST03
\n",
"
Streets Department
\n",
"
2 Business Days
\n",
"
2020-01-02 19:17:55
\n",
"
2020-01-04 05:46:06
\n",
"
...
\n",
"
9054 WESLEYAN RD
\n",
"
NaN
\n",
"
NaN
\n",
"
40.058737
\n",
"
-75.018345
\n",
"
POINT (-8351004.015 4874481.442)
\n",
"
1
\n",
"
January
\n",
"
109.0
\n",
"
Pennypack Woods
\n",
"
\n",
"
\n",
"
58
\n",
"
7744427
\n",
"
13066540
\n",
"
Closed
\n",
"
NaN
\n",
"
Rubbish/Recyclable Material Collection
\n",
"
SR-ST03
\n",
"
Streets Department
\n",
"
2 Business Days
\n",
"
2020-01-03 07:01:46
\n",
"
2020-01-04 05:46:07
\n",
"
...
\n",
"
2784 WILLITS RD
\n",
"
NaN
\n",
"
NaN
\n",
"
40.063658
\n",
"
-75.022347
\n",
"
POINT (-8351449.489 4875197.202)
\n",
"
1
\n",
"
January
\n",
"
107.0
\n",
"
Pennypack
\n",
"
\n",
"
\n",
"
175
\n",
"
7801094
\n",
"
13089345
\n",
"
Closed
\n",
"
NaN
\n",
"
Rubbish/Recyclable Material Collection
\n",
"
SR-ST03
\n",
"
Streets Department
\n",
"
2 Business Days
\n",
"
2020-01-15 13:22:14
\n",
"
2020-01-16 14:03:29
\n",
"
...
\n",
"
6137 LOCUST ST
\n",
"
NaN
\n",
"
NaN
\n",
"
39.958186
\n",
"
-75.244732
\n",
"
POINT (-8376205.240 4859867.796)
\n",
"
1
\n",
"
January
\n",
"
21.0
\n",
"
Cobbs Creek
\n",
"
\n",
" \n",
"
\n",
"
5 rows × 21 columns
\n",
"
"
],
"text/plain": [
" objectid service_request_id status status_notes \\\n",
"24 8180042 13269656 Closed NaN \n",
"25 8180043 13266979 Closed NaN \n",
"57 7744426 13066443 Closed NaN \n",
"58 7744427 13066540 Closed NaN \n",
"175 7801094 13089345 Closed NaN \n",
"\n",
" service_name service_code agency_responsible \\\n",
"24 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"25 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"57 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"58 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"175 Rubbish/Recyclable Material Collection SR-ST03 Streets Department \n",
"\n",
" service_notice requested_datetime updated_datetime ... \\\n",
"24 2 Business Days 2020-04-02 19:22:24 2020-04-06 07:02:57 ... \n",
"25 2 Business Days 2020-04-02 08:40:53 2020-04-06 07:02:58 ... \n",
"57 2 Business Days 2020-01-02 19:17:55 2020-01-04 05:46:06 ... \n",
"58 2 Business Days 2020-01-03 07:01:46 2020-01-04 05:46:07 ... \n",
"175 2 Business Days 2020-01-15 13:22:14 2020-01-16 14:03:29 ... \n",
"\n",
" address zipcode media_url lat lon \\\n",
"24 624 FOULKROD ST NaN NaN 40.034389 -75.106518 \n",
"25 1203 ELLSWORTH ST NaN NaN 39.936164 -75.163497 \n",
"57 9054 WESLEYAN RD NaN NaN 40.058737 -75.018345 \n",
"58 2784 WILLITS RD NaN NaN 40.063658 -75.022347 \n",
"175 6137 LOCUST ST NaN NaN 39.958186 -75.244732 \n",
"\n",
" geometry month_int month index_right \\\n",
"24 POINT (-8360819.322 4870940.907) 4 April 70.0 \n",
"25 POINT (-8367162.212 4856670.199) 4 April 105.0 \n",
"57 POINT (-8351004.015 4874481.442) 1 January 109.0 \n",
"58 POINT (-8351449.489 4875197.202) 1 January 107.0 \n",
"175 POINT (-8376205.240 4859867.796) 1 January 21.0 \n",
"\n",
" ZillowName \n",
"24 Lawndale \n",
"25 Passyunk Square \n",
"57 Pennypack Woods \n",
"58 Pennypack \n",
"175 Cobbs Creek \n",
"\n",
"[5 rows x 21 columns]"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"joined.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"source": [
"Note that this operation can be **slow**"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Group by neighborhood and calculate the size:"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/plain": [
"pandas.core.frame.DataFrame"
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"totals = joined.groupby('ZillowName', as_index=False).size()\n",
"type(totals)"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"**Note:** we're once again using the `as_index=False` to ensure the result of the `.size()` function is a DataFrame rather than a Series with the `ZillowName` as its index"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
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" \n",
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"
\n",
"
ZillowName
\n",
"
size
\n",
"
\n",
" \n",
" \n",
"
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0
\n",
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Academy Gardens
\n",
"
84
\n",
"
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"
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1
\n",
"
Allegheny West
\n",
"
330
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2
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Andorra
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83
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"
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3
\n",
"
Aston Woodbridge
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110
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"
\n",
"
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4
\n",
"
Bartram Village
\n",
"
35
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" ZillowName size\n",
"0 Academy Gardens 84\n",
"1 Allegheny West 330\n",
"2 Andorra 83\n",
"3 Aston Woodbridge 110\n",
"4 Bartram Village 35"
]
},
"execution_count": 49,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"totals.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"Lastly, merge Zillow geometries (GeoDataFrame) with the total # of requests per neighborhood (DataFrame).\n",
"\n",
"**Important**\n",
"\n",
"When merging a GeoDataFrame (spatial) and DataFrame (non-spatial), you should always call the `.merge()` function of the spatial data set to ensure that the merged data is a GeoDataFrame. \n",
"\n",
"For example..."
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"totals = zillow.merge(totals, on='ZillowName')"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
ZillowName
\n",
"
geometry
\n",
"
size
\n",
"
\n",
" \n",
" \n",
"
\n",
"
0
\n",
"
Academy Gardens
\n",
"
POLYGON ((-8348795.677 4875297.327, -8348355.9...
\n",
"
84
\n",
"
\n",
"
\n",
"
1
\n",
"
Allegheny West
\n",
"
POLYGON ((-8367432.106 4866417.820, -8367436.0...
\n",
"
330
\n",
"
\n",
"
\n",
"
2
\n",
"
Andorra
\n",
"
POLYGON ((-8373967.120 4875663.024, -8374106.1...
\n",
"
83
\n",
"
\n",
"
\n",
"
3
\n",
"
Aston Woodbridge
\n",
"
POLYGON ((-8349918.770 4873746.906, -8349919.8...
\n",
"
110
\n",
"
\n",
"
\n",
"
4
\n",
"
Bartram Village
\n",
"
POLYGON ((-8372041.314 4856283.292, -8372041.6...
\n",
"
35
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" ZillowName geometry size\n",
"0 Academy Gardens POLYGON ((-8348795.677 4875297.327, -8348355.9... 84\n",
"1 Allegheny West POLYGON ((-8367432.106 4866417.820, -8367436.0... 330\n",
"2 Andorra POLYGON ((-8373967.120 4875663.024, -8374106.1... 83\n",
"3 Aston Woodbridge POLYGON ((-8349918.770 4873746.906, -8349919.8... 110\n",
"4 Bartram Village POLYGON ((-8372041.314 4856283.292, -8372041.6... 35"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"totals.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Visualize as a choropleth map\n",
"\n",
"Choropleth maps color polygon regions according to the values of a specific data attribute. *They are built-in to GeoDataFrame objects*."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"First, plot the total number of requests per neighborhood."
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
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\n",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create the figure/axes\n",
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"\n",
"# Plot\n",
"totals.plot(\n",
" ax=ax, \n",
" column=\"size\", # NEW\n",
" edgecolor=\"white\", \n",
" linewidth=0.5, \n",
" legend=True, \n",
" cmap=\"viridis\"\n",
")\n",
"\n",
"# Format\n",
"ax.set_axis_off()\n",
"ax.set_aspect(\"equal\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Can we make the aesthetics better?"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"## Yes!\n",
"\n",
"- Make the colorbar line up with the axes. The default configuration will always overshoot the axes.\n",
"- Explicitly set the limits of the x-axis and y-axis to zoom in and center the map"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [],
"source": [
"# Needed to line up the colorbar properly\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Create the figure\n",
"fig, ax = plt.subplots(figsize=(8, 8))\n",
"\n",
"# NEW: Create a nice, lined up colorbar axes (called \"cax\" here)\n",
"divider = make_axes_locatable(ax)\n",
"cax = divider.append_axes(\"right\", size=\"5%\", pad=0.2)\n",
"\n",
"# Plot\n",
"totals.plot(\n",
" ax=ax,\n",
" cax=cax, # NEW \n",
" column=\"size\",\n",
" edgecolor=\"white\",\n",
" linewidth=0.5,\n",
" legend=True,\n",
" cmap=\"viridis\",\n",
")\n",
"\n",
"# NEW: Get the limits of the GeoDataFrame\n",
"xmin, ymin, xmax, ymax = totals.total_bounds\n",
"\n",
"# NEW: Set the xlims and ylims\n",
"ax.set_xlim(xmin, xmax)\n",
"ax.set_ylim(ymin, ymax)\n",
"\n",
"# Format\n",
"ax.set_axis_off()\n",
"ax.set_aspect(\"equal\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"These improvements are optional, but they definitely make for nicer plots!"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Can we classify the data into bins? \n",
"\n",
"Yes, built-in to the `plot()` function!"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"## Classification schemes\n",
"\n",
"Many different schemes, but here are some of the most common ones:\n",
"\n",
"1. \"Quantiles\" : assigns the same number of data points per bin\n",
"1. \"EqualInterval\" : divides the *range of the data* into equally sized bins\n",
"1. \"FisherJenks\": [scheme](https://en.wikipedia.org/wiki/Jenks_natural_breaks_optimization) that tries to minimize the variance within each bin and maximize the variances between different bins."
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
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