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2 km W of Cottesmore, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -0.693, + 52.714, + 2 + ] + }, + "id": "us20003n3q" + }, + { + "type": "Feature", + "properties": { + "mag": 3.8, + "place": "31 km NE of Tobermory, United Kingdom", + "time": 1501857816590, + "updated": 1659881601497, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000a62y", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000a62y&format=geojson", + "felt": 9, + "cdi": 4.3, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 226, + "net": "us", + "code": "2000a62y", + "ids": ",us2000a62y,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": 2.08, + "rms": 0.59, + "gap": 137, + "magType": "ml", + "type": "earthquake", + "title": "M 3.8 - 31 km NE of Tobermory, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -5.7295, + 56.8378, + 7.07 + ] + }, + "id": "us2000a62y" + }, + { + "type": "Feature", + "properties": { + "mag": 2.6, + "place": "2 km NNW of Tarbert, United Kingdom", + "time": 1509569962000, + "updated": 1516757104040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000bf5x", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000bf5x&format=geojson", + "felt": 30, + "cdi": 3.2, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 114, + "net": "us", + "code": "2000bf5x", + "ids": ",us2000bf5x,", + "sources": ",us,", + "types": ",dyfi,impact-text,origin,phase-data,", + "nst": null, + "dmin": null, + "rms": 0.55, + "gap": null, + "magType": "ml", + "type": "earthquake", + "title": "M 2.6 - 2 km NNW of Tarbert, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -5.429, + 55.883, + 7 + ] + }, + "id": "us2000bf5x" + }, + { + "type": "Feature", + "properties": { + "mag": 4.3, + "place": "5 km NE of Clydach, United Kingdom", + "time": 1518877865070, + "updated": 1664101506468, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000d3uw", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000d3uw&format=geojson", + "felt": 3409, + "cdi": 5.4, + "mmi": 4.638, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 824, + "net": "us", + "code": "2000d3uw", + "ids": ",us2000d3uw,", + "sources": ",us,", + "types": ",dyfi,impact-text,origin,phase-data,shakemap,", + "nst": null, + "dmin": 2.167, + "rms": 1.14, + "gap": 92, + "magType": "mb", + "type": "earthquake", + "title": "M 4.3 - 5 km NE of Clydach, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -3.8559, + 51.7231, + 11.55 + ] + }, + "id": "us2000d3uw" + }, + { + "type": "Feature", + "properties": { + "mag": 2.7, + "place": "4 km E of Holmwood, United Kingdom", + "time": 1522581061000, + "updated": 1529703139040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us1000dc9r", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us1000dc9r&format=geojson", + "felt": 22, + "cdi": 3.3, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 119, + "net": "us", + "code": "1000dc9r", + "ids": ",us1000dc9r,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": null, + "rms": 1.07, + "gap": null, + "magType": "ml", + "type": "earthquake", + "title": "M 2.7 - 4 km E of Holmwood, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -0.257, + 51.174, + 5 + ] + }, + "id": "us1000dc9r" + }, + { + "type": "Feature", + "properties": { + "mag": 4.1, + "place": "7 km NNE of Withernsea, United Kingdom", + "time": 1528582465670, + "updated": 1535560582040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us1000emw5", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us1000emw5&format=geojson", + "felt": 33, + "cdi": 3.9, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 271, + "net": "us", + "code": "1000emw5", + "ids": ",us1000emw5,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": 2.438, + "rms": 1.01, + "gap": 76, + "magType": "mb", + "type": "earthquake", + "title": "M 4.1 - 7 km NNE of Withernsea, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + 0.0603, + 53.7927, + 10 + ] + }, + "id": "us1000emw5" + }, + { + "type": "Feature", + "properties": { + "mag": 2.6, + "place": "5 km W of Capel, United Kingdom", + "time": 1530102503700, + "updated": 1537547147040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000fpl7", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000fpl7&format=geojson", + "felt": 17, + "cdi": 3.8, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 110, + "net": "us", + "code": "2000fpl7", + "ids": ",us2000fpl7,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": null, + "rms": 0.8, + "gap": null, + "magType": "ml", + "type": "earthquake", + "title": "M 2.6 - 5 km W of Capel, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -0.258, + 51.154, + 5 + ] + }, + "id": "us2000fpl7" + }, + { + "type": "Feature", + "properties": { + "mag": 2.4, + "place": "4 km E of Capel, United Kingdom", + "time": 1530251652600, + "updated": 1537547147040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000ft87", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000ft87&format=geojson", + "felt": 3, + "cdi": 2, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 89, + "net": "us", + "code": "2000ft87", + "ids": ",us2000ft87,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": null, + "rms": 1.8, + "gap": null, + "magType": "ml", + "type": "earthquake", + "title": "M 2.4 - 4 km E of Capel, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -0.265, + 51.152, + 5 + ] + }, + "id": "us2000ft87" + }, + { + "type": "Feature", + "properties": { + "mag": 2.8, + "place": "1 km S of Ewhurst, United Kingdom", + "time": 1530788004180, + "updated": 1551245211157, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000fxc7", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000fxc7&format=geojson", + "felt": 171, + "cdi": 4.2, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 192, + "net": "us", + "code": "2000fxc7", + "ids": ",us2000fxc7,", + "sources": ",us,", + "types": ",dyfi,origin,phase-data,", + "nst": null, + "dmin": 3.582, + "rms": 0.41, + "gap": 190, + "magType": "mb_lg", + "type": "earthquake", + "title": "M 2.8 - 1 km S of Ewhurst, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -0.4435, + 51.1437, + 10 + ] + }, + "id": "us2000fxc7" + }, + { + "type": "Feature", + "properties": { + "mag": 2.5, + "place": "1 km ENE of Gourock, United Kingdom", + "time": 1535668487620, + "updated": 1541615829040, + "tz": null, + "url": "https://earthquake.usgs.gov/earthquakes/eventpage/us2000h6y0", + "detail": "https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000h6y0&format=geojson", + "felt": null, + "cdi": null, + "mmi": null, + "alert": null, + "status": "reviewed", + "tsunami": 0, + "sig": 96, + "net": "us", + "code": "2000h6y0", + "ids": ",us2000h6y0,", + "sources": ",us,", + "types": ",impact-text,origin,phase-data,", + "nst": null, + "dmin": 1.112, + "rms": 0.26, + "gap": 211, + "magType": "ml", + "type": "earthquake", + "title": "M 2.5 - 1 km ENE of Gourock, United Kingdom" + }, + "geometry": { + "type": "Point", + "coordinates": [ + -4.7957, + 55.9663, + 10 + ] + }, + "id": "us2000h6y0" + } + ], + "bbox": [ + -6.04, + 50.048, + 0, + 1.582, + 58.204, + 28.7 + ] +} \ No newline at end of file diff --git a/earthquakes.py b/earthquakes.py index 16f433d..0aa75cd 100644 --- a/earthquakes.py +++ b/earthquakes.py @@ -3,7 +3,7 @@ # However, we will use a more powerful and simpler library called requests. # This is external library that you may need to install first. import requests - +import json def get_data(): # With requests, we can ask the web service for the data. @@ -27,31 +27,34 @@ def get_data(): # To understand the structure of this text, you may want to save it # to a file and open it in VS Code or a browser. # See the README file for more information. - ... + out = json.loads(text) + with open("data.json", "w") as data: + json.dump(out, data, indent=4) # We need to interpret the text to get values that we can work with. # What format is the text in? How can we load the values? - return ... + return out def count_earthquakes(data): """Get the total number of earthquakes in the response.""" - return ... + return len(data['features']) def get_magnitude(earthquake): """Retrive the magnitude of an earthquake item.""" - return ... + return earthquake['properties']['mag'] def get_location(earthquake): """Retrieve the latitude and longitude of an earthquake item.""" # There are three coordinates, but we don't care about the third (altitude) - return ... + return (earthquake['geometry']['coordinates'][0], earthquake['geometry']['coordinates'][1]) def get_maximum(data): """Get the magnitude and location of the strongest earthquake in the data.""" - ... + sorted_list = sorted(data['features'], key=get_magnitude, reverse=True) + return get_magnitude(sorted_list[0]), get_location(sorted_list[0]) # With all the above functions defined, we can now call them and get the result From d57f39ffff4005c061355c605bf8e491026f817f Mon Sep 17 00:00:00 2001 From: James Jia <32031865+wenzhaojia2000@users.noreply.github.com> Date: Thu, 27 Oct 2022 10:55:26 +0100 Subject: [PATCH 2/4] Plots number of earthquakes and average magnitude per year --- plot_earthquakes.py | 85 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100644 plot_earthquakes.py diff --git a/plot_earthquakes.py b/plot_earthquakes.py new file mode 100644 index 0000000..2cc11aa --- /dev/null +++ b/plot_earthquakes.py @@ -0,0 +1,85 @@ +from datetime import date +import matplotlib.pyplot as plt +import requests +import json +import numpy as np + +def get_data(): + """Retrieve the data we will be working with.""" + response = requests.get( + "http://earthquake.usgs.gov/fdsnws/event/1/query.geojson", + params={ + 'starttime': "2000-01-01", + "maxlatitude": "58.723", + "minlatitude": "50.008", + "maxlongitude": "1.67", + "minlongitude": "-9.756", + "minmagnitude": "1", + "endtime": "2018-10-11", + "orderby": "time-asc"} + ) + text = response.text + out = json.loads(text) + return out + +def get_year(earthquake): + """Extract the year in which an earthquake happened.""" + timestamp = earthquake['properties']['time'] + # The time is given in a strange-looking but commonly-used format. + # To understand it, we can look at the documentation of the source data: + # https://earthquake.usgs.gov/data/comcat/index.php#time + # Fortunately, Python provides a way of interpreting this timestamp: + # (Question for discussion: Why do we divide by 1000?) + year = date.fromtimestamp(timestamp/1000).year + return year + + +def get_magnitude(earthquake): + """Retrive the magnitude of an earthquake item.""" + return earthquake['properties']['mag'] + + +# This is function you may want to create to break down the computations, +# although it is not necessary. You may also change it to something different. +def get_magnitudes_per_year(earthquakes): + """Retrieve the magnitudes of all the earthquakes in a given year. + + Returns a dictionary with years as keys, and lists of magnitudes as values. + """ + output = {} + for earthquake in earthquakes: + year = get_year(earthquake) + magnitude = get_magnitude(earthquake) + try: + output[year].append(magnitude) + except: + output[year] = [magnitude] + return output + +def plot_average_magnitude_per_year(earthquakes): + magnitudes_per_year = get_magnitudes_per_year(earthquakes) + x = magnitudes_per_year.keys() + y = [np.average(i) for i in magnitudes_per_year.values()] + fig = plt.subplots(figsize = (12, 6)) + plt.xticks(np.arange(np.min(list(x)), np.max(list(x))+1, 1.0)) + plt.plot(x, y) + + +def plot_number_per_year(earthquakes): + magnitudes_per_year = get_magnitudes_per_year(earthquakes) + x = magnitudes_per_year.keys() + y = [len(i) for i in magnitudes_per_year.values()] + fig = plt.subplots(figsize = (12, 6)) + plt.xticks(np.arange(np.min(list(x)), np.max(list(x))+1, 1.0)) + plt.yticks(np.arange(0, np.max(list(y))+1, 2.0)) + plt.plot(x, y) + + +# Get the data we will work with +quakes = get_data()['features'] + +# Plot the results - this is not perfect since the x axis is shown as real +# numbers rather than integers, which is what we would prefer! +plot_number_per_year(quakes) +plt.clf() # This clears the figure, so that we don't overlay the two plots +plot_average_magnitude_per_year(quakes) \ No newline at end of file From 167d4b4b42297f7440c0c5c21d612df38c68f7dc Mon Sep 17 00:00:00 2001 From: James Jia <32031865+wenzhaojia2000@users.noreply.github.com> Date: Thu, 27 Oct 2022 11:04:37 +0100 Subject: [PATCH 3/4] Changes to bar plot and adds labels --- plot_earthquakes.py | 19 +++++++++++++++---- 1 file changed, 15 insertions(+), 4 deletions(-) diff --git a/plot_earthquakes.py b/plot_earthquakes.py index 2cc11aa..47a15ea 100644 --- a/plot_earthquakes.py +++ b/plot_earthquakes.py @@ -57,22 +57,33 @@ def get_magnitudes_per_year(earthquakes): return output def plot_average_magnitude_per_year(earthquakes): + """Plots the average magitudes per year using matplotlib""" magnitudes_per_year = get_magnitudes_per_year(earthquakes) x = magnitudes_per_year.keys() y = [np.average(i) for i in magnitudes_per_year.values()] + fig = plt.subplots(figsize = (12, 6)) plt.xticks(np.arange(np.min(list(x)), np.max(list(x))+1, 1.0)) - plt.plot(x, y) + plt.xlabel("Year") + plt.ylabel("Average magnitude") + plt.title("Plot of average magnitude per year") + plt.bar(x, y) def plot_number_per_year(earthquakes): + """Plots the number of earthquakes per year using matplotlib""" magnitudes_per_year = get_magnitudes_per_year(earthquakes) x = magnitudes_per_year.keys() y = [len(i) for i in magnitudes_per_year.values()] + fig = plt.subplots(figsize = (12, 6)) plt.xticks(np.arange(np.min(list(x)), np.max(list(x))+1, 1.0)) plt.yticks(np.arange(0, np.max(list(y))+1, 2.0)) - plt.plot(x, y) + plt.xlabel("Year") + plt.ylabel("Number of earthquakes") + plt.title("Plot of number of earthquakes per year") + plt.bar(x, y) + # Get the data we will work with @@ -81,5 +92,5 @@ def plot_number_per_year(earthquakes): # Plot the results - this is not perfect since the x axis is shown as real # numbers rather than integers, which is what we would prefer! plot_number_per_year(quakes) -plt.clf() # This clears the figure, so that we don't overlay the two plots -plot_average_magnitude_per_year(quakes) \ No newline at end of file +#plt.clf() # This clears the figure, so that we don't overlay the two plots +#plot_average_magnitude_per_year(quakes) \ No newline at end of file From f491fd7da3e8bc097d68312ec8f6fc4aaf69492c Mon Sep 17 00:00:00 2001 From: James Jia <32031865+wenzhaojia2000@users.noreply.github.com> Date: Tue, 20 Dec 2022 17:56:44 +0000 Subject: [PATCH 4/4] Removes comments --- plot_earthquakes.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/plot_earthquakes.py b/plot_earthquakes.py index 47a15ea..e9b4bb4 100644 --- a/plot_earthquakes.py +++ b/plot_earthquakes.py @@ -92,5 +92,5 @@ def plot_number_per_year(earthquakes): # Plot the results - this is not perfect since the x axis is shown as real # numbers rather than integers, which is what we would prefer! plot_number_per_year(quakes) -#plt.clf() # This clears the figure, so that we don't overlay the two plots -#plot_average_magnitude_per_year(quakes) \ No newline at end of file +plt.clf() # This clears the figure, so that we don't overlay the two plots +plot_average_magnitude_per_year(quakes) \ No newline at end of file