APIs Modules - ein erste Blick auf "Requests"

In [11]:

    

!pip install requests


    

    




Requirement already satisfied: requests in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages
Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from requests)
Requirement already satisfied: urllib3<1.23,>=1.21.1 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from requests)
Requirement already satisfied: certifi>=2017.4.17 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from requests)
Requirement already satisfied: idna<2.7,>=2.5 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from requests)

In [12]:

    

!pip install pandas


    

    




Requirement already satisfied: pandas in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages
Requirement already satisfied: pytz>=2011k in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from pandas)
Requirement already satisfied: numpy>=1.7.0 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from pandas)
Requirement already satisfied: python-dateutil>=2 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from pandas)
Requirement already satisfied: six>=1.5 in /Users/dominiquestrebel/.virtualenvs/erstesVE/lib/python3.6/site-packages (from python-dateutil>=2->pandas)

In [13]:

    

import requests
import pandas as pd
import calendar, datetime, time


    

In [14]:

    

url = 'https://earthquake.usgs.gov/fdsnws/event/1/count?starttime=2017-09-20&endtime=2017-09-21'


    

In [15]:

    

response = requests.get(url)


    

In [16]:

    

response


    

    
Out[16]:





<Response [200]>

In [17]:

    

response.text


    

    
Out[17]:





'312'

In [18]:

    

url = 'https://earthquake.usgs.gov/fdsnws/event/1/count?starttime=2017-09-20T22:00:00&endtime=2017-09-21T06:00:00'#Funktion bis ? Dann Parameter mit & verbunden


    

In [19]:

    

url = 'https://earthquake.usgs.gov/fdsnws/event/1/count?starttime=2017-09-20T24:00:00&endtime=2017-09-21T08:00:00'


    

In [20]:

    

response = requests.get(url)
response.text


    

    
Out[20]:





'84'

In [21]:

    

url1 = 'https://earthquake.usgs.gov/fdsnws/event/1/query?format=geojson'#query heisst wir suchen bestimmte erdbeben


    

In [22]:

    

urlzeit = '&starttime=2017-09-17T24:00:00&endtime=2017-09-21T08:00:00'


    

In [23]:

    

response = requests.get(url1+urlzeit)#Ich hänge die beiden Variablen zusammen
response.text#Alle Erdbeben auf der ganzen Welt in diesem Zeitraum


    

    
Out[23]:





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8km NNE of East Foothills, California"},"geometry":{"type":"Point","coordinates":[-121.7891667,37.455,8.23]},"id":"nc72896176"},\n{"type":"Feature","properties":{"mag":0.6,"place":"20km NNE of North Nenana, Alaska","time":1505979893687,"updated":1506448260891,"tz":-540,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16874633","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16874633&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":6,"net":"ak","code":"16874633","ids":",ak16874633,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.43,"gap":null,"magType":"ml","type":"earthquake","title":"M 0.6 - 20km NNE of North Nenana, Alaska"},"geometry":{"type":"Point","coordinates":[-148.9643,64.7484,19.5]},"id":"ak16874633"},\n{"type":"Feature","properties":{"mag":2.5,"place":"26km NW of Valdez, Alaska","time":1505979347188,"updated":1506448260093,"tz":-540,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16874613","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16874613&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":96,"net":"ak","code":"16874613","ids":",ak16874613,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.49,"gap":null,"magType":"ml","type":"earthquake","title":"M 2.5 - 26km NW of Valdez, Alaska"},"geometry":{"type":"Point","coordinates":[-146.6995,61.302,18.1]},"id":"ak16874613"},\n{"type":"Feature","properties":{"mag":1.44,"place":"1km ESE of Pacheco, California","time":1505978529860,"updated":1506058023199,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nc72896141","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nc72896141&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":32,"net":"nc","code":"72896141","ids":",nc72896141,","sources":",nc,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":25,"dmin":0.05895,"rms":0.1,"gap":87,"magType":"md","type":"earthquake","title":"M 1.4 - 1km ESE of Pacheco, California"},"geometry":{"type":"Point","coordinates":[-122.0545,37.9763333,16.99]},"id":"nc72896141"},\n{"type":"Feature","properties":{"mag":4.8,"place":"27km WSW of Canete, Chile","time":1505977959710,"updated":1506006107646,"tz":-240,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000asd1","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000asd1&format=geojson","felt":2,"cdi":3.1,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":355,"net":"us","code":"2000asd1","ids":",us2000asd1,","sources":",us,","types":",dyfi,geoserve,origin,phase-data,","nst":null,"dmin":1.225,"rms":0.63,"gap":132,"magType":"mb","type":"earthquake","title":"M 4.8 - 27km WSW of Canete, Chile"},"geometry":{"type":"Point","coordinates":[-73.683,-37.9104,6.87]},"id":"us2000asd1"},\n{"type":"Feature","properties":{"mag":1.08,"place":"5km WNW of Cobb, California","time":1505977815960,"updated":1505978702513,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nc72896116","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nc72896116&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"automatic","tsunami":0,"sig":18,"net":"nc","code":"72896116","ids":",nc72896116,","sources":",nc,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":13,"dmin":0.004832,"rms":0.04,"gap":95,"magType":"md","type":"earthquake","title":"M 1.1 - 5km WNW of Cobb, California"},"geometry":{"type":"Point","coordinates":[-122.7841644,38.8381653,0.65]},"id":"nc72896116"},\n{"type":"Feature","properties":{"mag":0.62,"place":"12km ESE of Mammoth Lakes, California","time":1505977809340,"updated":1506010203608,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nc72896126","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nc72896126&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":6,"net":"nc","code":"72896126","ids":",nc72896126,","sources":",nc,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":12,"dmin":0.01917,"rms":0.04,"gap":132,"magType":"md","type":"earthquake","title":"M 0.6 - 12km ESE of Mammoth Lakes, California"},"geometry":{"type":"Point","coordinates":[-118.8456667,37.604,3.41]},"id":"nc72896126"},\n{"type":"Feature","properties":{"mag":1.44,"place":"3km NNE of Ojai, CA","time":1505977166870,"updated":1506013950989,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ci38007272","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007272&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":32,"net":"ci","code":"38007272","ids":",ci38007272,","sources":",ci,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":29,"dmin":0.04931,"rms":0.3,"gap":51,"magType":"ml","type":"earthquake","title":"M 1.4 - 3km NNE of Ojai, CA"},"geometry":{"type":"Point","coordinates":[-119.2356667,34.473,10.66]},"id":"ci38007272"},\n{"type":"Feature","properties":{"mag":0.25,"place":"7km SSW of Mammoth Lakes, California","time":1505976898290,"updated":1506018543447,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nc72896101","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nc72896101&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":1,"net":"nc","code":"72896101","ids":",nc72896101,","sources":",nc,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":9,"dmin":0.02189,"rms":0.04,"gap":222,"magType":"md","type":"earthquake","title":"M 0.3 - 7km SSW of Mammoth Lakes, California"},"geometry":{"type":"Point","coordinates":[-119.0093333,37.5923333,1.93]},"id":"nc72896101"},\n{"type":"Feature","properties":{"mag":0.21,"place":"25km NNW of Packwood, Washington","time":1505976880010,"updated":1506015515880,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/uw61309197","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=uw61309197&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":1,"net":"uw","code":"61309197","ids":",uw61309197,","sources":",uw,","types":",geoserve,origin,phase-data,","nst":7,"dmin":0.03889,"rms":0.08,"gap":184,"magType":"ml","type":"earthquake","title":"M 0.2 - 25km NNW of Packwood, Washington"},"geometry":{"type":"Point","coordinates":[-121.75,46.8255,-2.2]},"id":"uw61309197"},\n{"type":"Feature","properties":{"mag":1.8,"place":"81km ESE of Old Iliamna, Alaska","time":1505976691446,"updated":1506448259569,"tz":-540,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16874540","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16874540&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":50,"net":"ak","code":"16874540","ids":",ak16874540,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.51,"gap":null,"magType":"ml","type":"earthquake","title":"M 1.8 - 81km ESE of Old Iliamna, Alaska"},"geometry":{"type":"Point","coordinates":[-153.5178,59.5615,114.3]},"id":"ak16874540"},\n{"type":"Feature","properties":{"mag":1.35,"place":"5km SSE of Banning, CA","time":1505976496140,"updated":1506003335110,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ci38007264","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007264&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":28,"net":"ci","code":"38007264","ids":",ci38007264,","sources":",ci,","types":",focal-mechanism,geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":51,"dmin":0.07282,"rms":0.17,"gap":55,"magType":"ml","type":"earthquake","title":"M 1.4 - 5km SSE of Banning, CA"},"geometry":{"type":"Point","coordinates":[-116.8585,33.8858333,13.8]},"id":"ci38007264"},\n{"type":"Feature","properties":{"mag":1.4,"place":"66km SE of Whittier, Alaska","time":1505975897075,"updated":1506448259059,"tz":-540,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16874539","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16874539&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":30,"net":"ak","code":"16874539","ids":",ak16874539,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.5,"gap":null,"magType":"ml","type":"earthquake","title":"M 1.4 - 66km SE of Whittier, Alaska"},"geometry":{"type":"Point","coordinates":[-147.7553,60.3904,17.6]},"id":"ak16874539"},\n{"type":"Feature","properties":{"mag":1.9,"place":"96km N of Chirikof Island, Alaska","time":1505975896384,"updated":1506448258628,"tz":-600,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16911557","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16911557&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":56,"net":"ak","code":"16911557","ids":",ak16911557,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.51,"gap":null,"magType":"ml","type":"earthquake","title":"M 1.9 - 96km N of Chirikof Island, Alaska"},"geometry":{"type":"Point","coordinates":[-155.7415,56.6876,60.1]},"id":"ak16911557"},\n{"type":"Feature","properties":{"mag":2.4,"place":"56km W of Chernabura Island, Alaska","time":1505975550653,"updated":1506448258188,"tz":-540,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ak16874533","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ak16874533&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":89,"net":"ak","code":"16874533","ids":",ak16874533,","sources":",ak,","types":",geoserve,origin,phase-data,","nst":null,"dmin":null,"rms":0.34,"gap":null,"magType":"ml","type":"earthquake","title":"M 2.4 - 56km W of Chernabura Island, Alaska"},"geometry":{"type":"Point","coordinates":[-160.4341,54.7916,41.7]},"id":"ak16874533"},\n{"type":"Feature","properties":{"mag":0.5,"place":"38km SSW of Beatty, Nevada","time":1505975378209,"updated":1506047768129,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nn00606223","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nn00606223&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":4,"net":"nn","code":"00606223","ids":",nn00606223,","sources":",nn,","types":",geoserve,origin,phase-data,","nst":17,"dmin":0.127,"rms":0.1914,"gap":161.88,"magType":"ml","type":"earthquake","title":"M 0.5 - 38km SSW of Beatty, Nevada"},"geometry":{"type":"Point","coordinates":[-116.9469,36.5999,8.5]},"id":"nn00606223"},\n{"type":"Feature","properties":{"mag":-0.2,"place":"45km ESE of Beatty, Nevada","time":1505974461434,"updated":1506047813789,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/nn00606299","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=nn00606299&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":0,"net":"nn","code":"00606299","ids":",nn00606299,","sources":",nn,","types":",geoserve,origin,phase-data,","nst":21,"dmin":0.073,"rms":0.1383,"gap":64.81,"magType":"ml","type":"earthquake","title":"M -0.2 - 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In [24]:

    

urlloc = '&minlatitude=13&maxlatitude=33&minlongitude=-120&maxlongitude=-85'


    

In [25]:

    

response = requests.get(url1+urlzeit+urlloc)
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Out[25]:





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4km SW of Imperial, CA"},"geometry":{"type":"Point","coordinates":[-115.6046667,32.8245,12]},"id":"ci37766295"},\n{"type":"Feature","properties":{"mag":2.17,"place":"4km SW of Imperial, CA","time":1505769684730,"updated":1505838605910,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ci37766287","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766287&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":72,"net":"ci","code":"37766287","ids":",ci37766287,","sources":",ci,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":34,"dmin":0.0577,"rms":0.33,"gap":96,"magType":"ml","type":"earthquake","title":"M 2.2 - 4km SW of Imperial, CA"},"geometry":{"type":"Point","coordinates":[-115.606,32.8226667,12.54]},"id":"ci37766287"},\n{"type":"Feature","properties":{"mag":4.9,"place":"101km S of San Francisco del Mar, Mexico","time":1505764292580,"updated":1505776013040,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000aq7z","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aq7z&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":369,"net":"us","code":"2000aq7z","ids":",us2000aq7z,","sources":",us,","types":",geoserve,origin,phase-data,","nst":null,"dmin":3.03,"rms":1.44,"gap":132,"magType":"mb","type":"earthquake","title":"M 4.9 - 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59km S of Salina Cruz, Mexico"},"geometry":{"type":"Point","coordinates":[-95.2066,15.6332,53.99]},"id":"us2000aq4m"},\n{"type":"Feature","properties":{"mag":4.1,"place":"27km SE of San Mateo del Mar, Mexico","time":1505755544410,"updated":1505946017040,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000aq3v","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aq3v&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":259,"net":"us","code":"2000aq3v","ids":",us2000aq3v,","sources":",us,","types":",geoserve,origin,phase-data,","nst":null,"dmin":2.621,"rms":1.22,"gap":188,"magType":"mb","type":"earthquake","title":"M 4.1 - 27km SE of San Mateo del Mar, Mexico"},"geometry":{"type":"Point","coordinates":[-94.8487,15.9949,55.32]},"id":"us2000aq3v"},\n{"type":"Feature","properties":{"mag":4.7,"place":"116km S of San Francisco del Mar, Mexico","time":1505747639290,"updated":1505758326040,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000apya","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apya&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":340,"net":"us","code":"2000apya","ids":",us2000apya,","sources":",us,","types":",geoserve,origin,phase-data,","nst":null,"dmin":5.113,"rms":0.53,"gap":153,"magType":"mb","type":"earthquake","title":"M 4.7 - 116km S of San Francisco del Mar, Mexico"},"geometry":{"type":"Point","coordinates":[-94.5858,15.1833,36.89]},"id":"us2000apya"},\n{"type":"Feature","properties":{"mag":5.6,"place":"108km S of San Francisco del Mar, Mexico","time":1505744352870,"updated":1505847392622,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000apx5","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apx5&format=geojson","felt":1,"cdi":6.4,"mmi":3.79,"alert":"green","status":"reviewed","tsunami":0,"sig":483,"net":"us","code":"2000apx5","ids":",us2000apx5,","sources":",us,","types":",dyfi,geoserve,losspager,moment-tensor,origin,phase-data,shakemap,","nst":null,"dmin":5.097,"rms":1.04,"gap":41,"magType":"mww","type":"earthquake","title":"M 5.6 - 108km S of San Francisco del Mar, Mexico"},"geometry":{"type":"Point","coordinates":[-94.5576,15.2537,10]},"id":"us2000apx5"},\n{"type":"Feature","properties":{"mag":4.9,"place":"5km SW of San Mateo del Mar, Mexico","time":1505736421030,"updated":1506404591300,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000apva","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apva&format=geojson","felt":1,"cdi":2,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":370,"net":"us","code":"2000apva","ids":",us2000apva,","sources":",us,","types":",dyfi,geoserve,origin,phase-data,","nst":null,"dmin":3.498,"rms":0.75,"gap":155,"magType":"mb","type":"earthquake","title":"M 4.9 - 5km SW of San Mateo del Mar, Mexico"},"geometry":{"type":"Point","coordinates":[-95.0293,16.1639,38.92]},"id":"us2000apva"},\n{"type":"Feature","properties":{"mag":1.11,"place":"4km WSW of Imperial, CA","time":1505716385670,"updated":1505840704209,"tz":-480,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/ci37765839","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37765839&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":19,"net":"ci","code":"37765839","ids":",ci37765839,","sources":",ci,","types":",geoserve,nearby-cities,origin,phase-data,scitech-link,","nst":22,"dmin":0.07825,"rms":0.22,"gap":99,"magType":"ml","type":"earthquake","title":"M 1.1 - 4km WSW of Imperial, CA"},"geometry":{"type":"Point","coordinates":[-115.6075,32.8336667,11.71]},"id":"ci37765839"},\n{"type":"Feature","properties":{"mag":4.2,"place":"57km SSW of Paredon, Mexico","time":1505699409580,"updated":1505702127040,"tz":-360,"url":"https://earthquake.usgs.gov/earthquakes/eventpage/us2000apq2","detail":"https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apq2&format=geojson","felt":null,"cdi":null,"mmi":null,"alert":null,"status":"reviewed","tsunami":0,"sig":271,"net":"us","code":"2000apq2","ids":",us2000apq2,","sources":",us,","types":",geoserve,origin,phase-data,","nst":null,"dmin":2.416,"rms":1.03,"gap":190,"magType":"mb","type":"earthquake","title":"M 4.2 - 57km SSW of Paredon, Mexico"},"geometry":{"type":"Point","coordinates":[-93.9986,15.5322,52.61]},"id":"us2000apq2"}],"bbox":[-117.0765,14.5296,-0.2,-90.9069,32.9196667,177.24]}'

In [26]:

    

response.json()#json strukturiert die daten. Ich sehe es ist ein dictionyry von zwei listen, die wiederum dictionaries enthält mit keys  und values - wo beginnt sie; es nur zwei keys: bbox und features. features ist interessanter


    

    
Out[26]:





{'bbox': [-117.0765, 14.5296, -0.2, -90.9069, 32.9196667, 177.24],
 'features': [{'geometry': {'coordinates': [-115.6006667, 32.8185, 11.77],
    'type': 'Point'},
   'id': 'ci38007144',
   'properties': {'alert': None,
    'cdi': None,
    'code': '38007144',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007144&format=geojson',
    'dmin': 0.08931,
    'felt': None,
    'gap': 102,
    'ids': ',ci38007144,',
    'mag': 2.26,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 41,
    'place': '4km SW of Imperial, CA',
    'rms': 0.26,
    'sig': 79,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505947525530,
    'title': 'M 2.3 - 4km SW of Imperial, CA',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',focal-mechanism,geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505948918700,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007144'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-117.0765, 32.8138333, -0.2], 'type': 'Point'},
   'id': 'ci38007104',
   'properties': {'alert': None,
    'cdi': None,
    'code': '38007104',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007104&format=geojson',
    'dmin': 0.01788,
    'felt': None,
    'gap': 192,
    'ids': ',ci38007104,',
    'mag': 1,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 31,
    'place': '7km NW of La Mesa, CA',
    'rms': 0.25,
    'sig': 15,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505937649230,
    'title': 'M 1.0 Quarry Blast - 7km NW of La Mesa, CA',
    'tsunami': 0,
    'type': 'quarry blast',
    'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505938469023,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007104'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-115.3891667, 32.3801667, 15.18],
    'type': 'Point'},
   'id': 'ci38007072',
   'properties': {'alert': None,
    'cdi': 2,
    'code': '38007072',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007072&format=geojson',
    'dmin': 0.08129,
    'felt': 4,
    'gap': 126,
    'ids': ',ci38007072,',
    'mag': 2.71,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 22,
    'place': '19km W of Delta, B.C., MX',
    'rms': 0.27,
    'sig': 114,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505931747440,
    'title': 'M 2.7 - 19km W of Delta, B.C., MX',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505972687945,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007072'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-116.2395, 32.9196667, 7.97], 'type': 'Point'},
   'id': 'ci38007032',
   'properties': {'alert': None,
    'cdi': None,
    'code': '38007032',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007032&format=geojson',
    'dmin': 0.1562,
    'felt': None,
    'gap': 84,
    'ids': ',ci38007032,',
    'mag': 0.94,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 21,
    'place': '27km SSW of Ocotillo Wells, CA',
    'rms': 0.14,
    'sig': 14,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505922423230,
    'title': 'M 0.9 - 27km SSW of Ocotillo Wells, CA',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505925653354,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007032'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-115.1976667, 32.4193333, 10.66],
    'type': 'Point'},
   'id': 'ci38006952',
   'properties': {'alert': None,
    'cdi': None,
    'code': '38006952',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38006952&format=geojson',
    'dmin': 0.09078,
    'felt': None,
    'gap': 99,
    'ids': ',ci38006952,',
    'mag': 2.21,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 21,
    'place': '7km N of Delta, B.C., MX',
    'rms': 0.32,
    'sig': 75,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505911740560,
    'title': 'M 2.2 - 7km N of Delta, B.C., MX',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',geoserve,nearby-cities,origin,phase-data,',
    'tz': -480,
    'updated': 1506016674860,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38006952'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-93.4191, 15.2723, 57.48], 'type': 'Point'},
   'id': 'us2000arj1',
   'properties': {'alert': None,
    'cdi': None,
    'code': '2000arj1',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arj1&format=geojson',
    'dmin': 1.85,
    'felt': None,
    'gap': 177,
    'ids': ',us2000arj1,',
    'mag': 4.7,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '51km SSW of Pijijiapan, Mexico',
    'rms': 1.12,
    'sig': 340,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505903968940,
    'title': 'M 4.7 - 51km SSW of Pijijiapan, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1505905016040,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arj1'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-94.8719, 16.1444, 48.73], 'type': 'Point'},
   'id': 'us2000argd',
   'properties': {'alert': None,
    'cdi': 2,
    'code': '2000argd',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000argd&format=geojson',
    'dmin': 3.347,
    'felt': 3,
    'gap': 161,
    'ids': ',us2000argd,',
    'mag': 4.6,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '15km ESE of San Mateo del Mar, Mexico',
    'rms': 0.93,
    'sig': 326,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505878085370,
    'title': 'M 4.6 - 15km ESE of San Mateo del Mar, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1505880140269,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000argd'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-90.9069, 14.5296, 177.24], 'type': 'Point'},
   'id': 'us2000arfs',
   'properties': {'alert': None,
    'cdi': 3.4,
    'code': '2000arfs',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arfs&format=geojson',
    'dmin': 0.972,
    'felt': 8,
    'gap': 174,
    'ids': ',us2000arfs,',
    'mag': 4.9,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '4km ESE of Acatenango, Guatemala',
    'rms': 1.2,
    'sig': 372,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505875055380,
    'title': 'M 4.9 - 4km ESE of Acatenango, Guatemala',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1506256005241,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arfs'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-94.8374, 16.2179, 64.79], 'type': 'Point'},
   'id': 'us2000arch',
   'properties': {'alert': None,
    'cdi': 2,
    'code': '2000arch',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arch&format=geojson',
    'dmin': 2.594,
    'felt': 2,
    'gap': 169,
    'ids': ',us2000arch,',
    'mag': 4.6,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '15km SW of San Dionisio del Mar, Mexico',
    'rms': 0.84,
    'sig': 326,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505862694420,
    'title': 'M 4.6 - 15km SW of San Dionisio del Mar, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1505874958548,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arch'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-94.5112, 15.3218, 46.64], 'type': 'Point'},
   'id': 'us2000ar96',
   'properties': {'alert': None,
    'cdi': 2,
    'code': '2000ar96',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000ar96&format=geojson',
    'dmin': 2.903,
    'felt': 1,
    'gap': 140,
    'ids': ',us2000ar96,',
    'mag': 4.9,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '101km S of San Francisco del Mar, Mexico',
    'rms': 0.89,
    'sig': 370,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505855599810,
    'title': 'M 4.9 - 101km S of San Francisco del Mar, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1505865303805,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000ar96'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-98.4952, 18.5539, 51], 'type': 'Point'},
   'id': 'us2000ar20',
   'properties': {'alert': None,
    'cdi': 9.1,
    'code': '2000ar20',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000ar20&format=geojson',
    'dmin': 0.988,
    'felt': 2038,
    'gap': 23,
    'ids': ',us2000ar20,',
    'mag': 7.1,
    'magType': 'mww',
    'mmi': 7.58,
    'net': 'us',
    'nst': None,
    'place': '0km NE of Ayutla, Mexico',
    'rms': 1.14,
    'sig': 1686,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505844878420,
    'title': 'M 7.1 - 0km NE of Ayutla, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',dyfi,finite-fault,general-link,general-text,geoserve,impact-text,losspager,moment-tensor,origin,phase-data,poster,scitech-link,shakemap,',
    'tz': -360,
    'updated': 1506873644360,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000ar20'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-115.4891667, 32.91, 3.69], 'type': 'Point'},
   'id': 'ci37766575',
   'properties': {'alert': None,
    'cdi': None,
    'code': '37766575',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766575&format=geojson',
    'dmin': 0.06078,
    'felt': None,
    'gap': 85,
    'ids': ',ci37766575,',
    'mag': 1.76,
    'magType': 'ml',
    'mmi': None,
    'net': 'ci',
    'nst': 23,
    'place': '8km SSE of Brawley, CA',
    'rms': 0.17,
    'sig': 48,
    'sources': ',ci,',
    'status': 'reviewed',
    'time': 1505810653690,
    'title': 'M 1.8 - 8km SSE of Brawley, CA',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505849402584,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766575'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-94.057, 15.1162, 16.18], 'type': 'Point'},
   'id': 'us2000aqji',
   'properties': {'alert': 'green',
    'cdi': None,
    'code': '2000aqji',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aqji&format=geojson',
    'dmin': 2.474,
    'felt': None,
    'gap': 69,
    'ids': ',us2000aqji,',
    'mag': 5.5,
    'magType': 'mww',
    'mmi': 3.46,
    'net': 'us',
    'nst': None,
    'place': '100km SW of Tres Picos, Mexico',
    'rms': 1.18,
    'sig': 465,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505807593680,
    'title': 'M 5.5 - 100km SW of Tres Picos, Mexico',
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    'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,',
    'tz': -480,
    'updated': 1505840704209,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37765839'},
   'type': 'Feature'},
  {'geometry': {'coordinates': [-93.9986, 15.5322, 52.61], 'type': 'Point'},
   'id': 'us2000apq2',
   'properties': {'alert': None,
    'cdi': None,
    'code': '2000apq2',
    'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apq2&format=geojson',
    'dmin': 2.416,
    'felt': None,
    'gap': 190,
    'ids': ',us2000apq2,',
    'mag': 4.2,
    'magType': 'mb',
    'mmi': None,
    'net': 'us',
    'nst': None,
    'place': '57km SSW of Paredon, Mexico',
    'rms': 1.03,
    'sig': 271,
    'sources': ',us,',
    'status': 'reviewed',
    'time': 1505699409580,
    'title': 'M 4.2 - 57km SSW of Paredon, Mexico',
    'tsunami': 0,
    'type': 'earthquake',
    'types': ',geoserve,origin,phase-data,',
    'tz': -360,
    'updated': 1505702127040,
    'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000apq2'},
   'type': 'Feature'}],
 'metadata': {'api': '1.5.8',
  'count': 34,
  'generated': 1506884584000,
  'status': 200,
  'title': 'USGS Earthquakes',
  'url': 'https://earthquake.usgs.gov/fdsnws/event/1/query?format=geojson&starttime=2017-09-17T24:00:00&endtime=2017-09-21T08:00:00&minlatitude=13&maxlatitude=33&minlongitude=-120&maxlongitude=-85'},
 'type': 'FeatureCollection'}

In [27]:

    

dct = response.json()


    

In [28]:

    

type(dct)


    

    
Out[28]:





dict

In [29]:

    

for key, value in dct.items() :# mit .items angehängt an dictionnary-name druckt value und keys aus
    print (key, value)


    

    




type FeatureCollection
metadata {'generated': 1506884584000, 'url': 'https://earthquake.usgs.gov/fdsnws/event/1/query?format=geojson&starttime=2017-09-17T24:00:00&endtime=2017-09-21T08:00:00&minlatitude=13&maxlatitude=33&minlongitude=-120&maxlongitude=-85', 'title': 'USGS Earthquakes', 'status': 200, 'api': '1.5.8', 'count': 34}
features [{'type': 'Feature', 'properties': {'mag': 2.26, 'place': '4km SW of Imperial, CA', 'time': 1505947525530, 'updated': 1505948918700, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007144', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007144&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 79, 'net': 'ci', 'code': '38007144', 'ids': ',ci38007144,', 'sources': ',ci,', 'types': ',focal-mechanism,geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 41, 'dmin': 0.08931, 'rms': 0.26, 'gap': 102, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 2.3 - 4km SW of Imperial, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.6006667, 32.8185, 11.77]}, 'id': 'ci38007144'}, {'type': 'Feature', 'properties': {'mag': 1, 'place': '7km NW of La Mesa, CA', 'time': 1505937649230, 'updated': 1505938469023, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007104', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007104&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 15, 'net': 'ci', 'code': '38007104', 'ids': ',ci38007104,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 31, 'dmin': 0.01788, 'rms': 0.25, 'gap': 192, 'magType': 'ml', 'type': 'quarry blast', 'title': 'M 1.0 Quarry Blast - 7km NW of La Mesa, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-117.0765, 32.8138333, -0.2]}, 'id': 'ci38007104'}, {'type': 'Feature', 'properties': {'mag': 2.71, 'place': '19km W of Delta, B.C., MX', 'time': 1505931747440, 'updated': 1505972687945, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007072', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007072&format=geojson', 'felt': 4, 'cdi': 2, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 114, 'net': 'ci', 'code': '38007072', 'ids': ',ci38007072,', 'sources': ',ci,', 'types': ',dyfi,geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 22, 'dmin': 0.08129, 'rms': 0.27, 'gap': 126, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 2.7 - 19km W of Delta, B.C., MX'}, 'geometry': {'type': 'Point', 'coordinates': [-115.3891667, 32.3801667, 15.18]}, 'id': 'ci38007072'}, {'type': 'Feature', 'properties': {'mag': 0.94, 'place': '27km SSW of Ocotillo Wells, CA', 'time': 1505922423230, 'updated': 1505925653354, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007032', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007032&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 14, 'net': 'ci', 'code': '38007032', 'ids': ',ci38007032,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 21, 'dmin': 0.1562, 'rms': 0.14, 'gap': 84, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 0.9 - 27km SSW of Ocotillo Wells, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-116.2395, 32.9196667, 7.97]}, 'id': 'ci38007032'}, {'type': 'Feature', 'properties': {'mag': 2.21, 'place': '7km N of Delta, B.C., MX', 'time': 1505911740560, 'updated': 1506016674860, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38006952', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38006952&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 75, 'net': 'ci', 'code': '38006952', 'ids': ',ci38006952,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,', 'nst': 21, 'dmin': 0.09078, 'rms': 0.32, 'gap': 99, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 2.2 - 7km N of Delta, B.C., MX'}, 'geometry': {'type': 'Point', 'coordinates': [-115.1976667, 32.4193333, 10.66]}, 'id': 'ci38006952'}, {'type': 'Feature', 'properties': {'mag': 4.7, 'place': '51km SSW of Pijijiapan, Mexico', 'time': 1505903968940, 'updated': 1505905016040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arj1', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arj1&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 340, 'net': 'us', 'code': '2000arj1', 'ids': ',us2000arj1,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 1.85, 'rms': 1.12, 'gap': 177, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.7 - 51km SSW of Pijijiapan, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-93.4191, 15.2723, 57.48]}, 'id': 'us2000arj1'}, {'type': 'Feature', 'properties': {'mag': 4.6, 'place': '15km ESE of San Mateo del Mar, Mexico', 'time': 1505878085370, 'updated': 1505880140269, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000argd', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000argd&format=geojson', 'felt': 3, 'cdi': 2, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 326, 'net': 'us', 'code': '2000argd', 'ids': ',us2000argd,', 'sources': ',us,', 'types': ',dyfi,geoserve,origin,phase-data,', 'nst': None, 'dmin': 3.347, 'rms': 0.93, 'gap': 161, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.6 - 15km ESE of San Mateo del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.8719, 16.1444, 48.73]}, 'id': 'us2000argd'}, {'type': 'Feature', 'properties': {'mag': 4.9, 'place': '4km ESE of Acatenango, Guatemala', 'time': 1505875055380, 'updated': 1506256005241, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arfs', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arfs&format=geojson', 'felt': 8, 'cdi': 3.4, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 372, 'net': 'us', 'code': '2000arfs', 'ids': ',us2000arfs,', 'sources': ',us,', 'types': ',dyfi,geoserve,origin,phase-data,', 'nst': None, 'dmin': 0.972, 'rms': 1.2, 'gap': 174, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.9 - 4km ESE of Acatenango, Guatemala'}, 'geometry': {'type': 'Point', 'coordinates': [-90.9069, 14.5296, 177.24]}, 'id': 'us2000arfs'}, {'type': 'Feature', 'properties': {'mag': 4.6, 'place': '15km SW of San Dionisio del Mar, Mexico', 'time': 1505862694420, 'updated': 1505874958548, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000arch', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000arch&format=geojson', 'felt': 2, 'cdi': 2, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 326, 'net': 'us', 'code': '2000arch', 'ids': ',us2000arch,', 'sources': ',us,', 'types': ',dyfi,geoserve,origin,phase-data,', 'nst': None, 'dmin': 2.594, 'rms': 0.84, 'gap': 169, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.6 - 15km SW of San Dionisio del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.8374, 16.2179, 64.79]}, 'id': 'us2000arch'}, {'type': 'Feature', 'properties': {'mag': 4.9, 'place': '101km S of San Francisco del Mar, Mexico', 'time': 1505855599810, 'updated': 1505865303805, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000ar96', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000ar96&format=geojson', 'felt': 1, 'cdi': 2, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 370, 'net': 'us', 'code': '2000ar96', 'ids': ',us2000ar96,', 'sources': ',us,', 'types': ',dyfi,geoserve,origin,phase-data,', 'nst': None, 'dmin': 2.903, 'rms': 0.89, 'gap': 140, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.9 - 101km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.5112, 15.3218, 46.64]}, 'id': 'us2000ar96'}, {'type': 'Feature', 'properties': {'mag': 7.1, 'place': '0km NE of Ayutla, Mexico', 'time': 1505844878420, 'updated': 1506873644360, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000ar20', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000ar20&format=geojson', 'felt': 2038, 'cdi': 9.1, 'mmi': 7.58, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 1686, 'net': 'us', 'code': '2000ar20', 'ids': ',us2000ar20,', 'sources': ',us,', 'types': ',dyfi,finite-fault,general-link,general-text,geoserve,impact-text,losspager,moment-tensor,origin,phase-data,poster,scitech-link,shakemap,', 'nst': None, 'dmin': 0.988, 'rms': 1.14, 'gap': 23, 'magType': 'mww', 'type': 'earthquake', 'title': 'M 7.1 - 0km NE of Ayutla, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-98.4952, 18.5539, 51]}, 'id': 'us2000ar20'}, {'type': 'Feature', 'properties': {'mag': 1.76, 'place': '8km SSE of Brawley, CA', 'time': 1505810653690, 'updated': 1505849402584, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766575', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766575&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 48, 'net': 'ci', 'code': '37766575', 'ids': ',ci37766575,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 23, 'dmin': 0.06078, 'rms': 0.17, 'gap': 85, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.8 - 8km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4891667, 32.91, 3.69]}, 'id': 'ci37766575'}, {'type': 'Feature', 'properties': {'mag': 5.5, 'place': '100km SW of Tres Picos, Mexico', 'time': 1505807593680, 'updated': 1506405301711, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aqji', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aqji&format=geojson', 'felt': None, 'cdi': None, 'mmi': 3.46, 'alert': 'green', 'status': 'reviewed', 'tsunami': 0, 'sig': 465, 'net': 'us', 'code': '2000aqji', 'ids': ',us2000aqji,', 'sources': ',us,', 'types': ',geoserve,losspager,moment-tensor,origin,phase-data,shakemap,', 'nst': None, 'dmin': 2.474, 'rms': 1.18, 'gap': 69, 'magType': 'mww', 'type': 'earthquake', 'title': 'M 5.5 - 100km SW of Tres Picos, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.057, 15.1162, 16.18]}, 'id': 'us2000aqji'}, {'type': 'Feature', 'properties': {'mag': 4.9, 'place': '61km S of San Francisco del Mar, Mexico', 'time': 1505804582500, 'updated': 1506404740040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aqiw', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aqiw&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 369, 'net': 'us', 'code': '2000aqiw', 'ids': ',us2000aqiw,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 4.667, 'rms': 0.84, 'gap': 151, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.9 - 61km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.5586, 15.6885, 61.41]}, 'id': 'us2000aqiw'}, {'type': 'Feature', 'properties': {'mag': 1.67, 'place': '8km SSE of Brawley, CA', 'time': 1505797300060, 'updated': 1505844620188, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766503', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766503&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 43, 'net': 'ci', 'code': '37766503', 'ids': ',ci37766503,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 24, 'dmin': 0.06426, 'rms': 0.19, 'gap': 85, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.7 - 8km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4863333, 32.9161667, 3.75]}, 'id': 'ci37766503'}, {'type': 'Feature', 'properties': {'mag': 1.69, 'place': '8km SSE of Brawley, CA', 'time': 1505792016930, 'updated': 1505844201547, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766479', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766479&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 44, 'net': 'ci', 'code': '37766479', 'ids': ',ci37766479,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 24, 'dmin': 0.06434, 'rms': 0.18, 'gap': 74, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.7 - 8km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4863333, 32.9165, 3.74]}, 'id': 'ci37766479'}, {'type': 'Feature', 'properties': {'mag': 1.34, 'place': '9km SSE of Brawley, CA', 'time': 1505791878570, 'updated': 1505842539274, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766487', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766487&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 28, 'net': 'ci', 'code': '37766487', 'ids': ',ci37766487,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,', 'nst': 9, 'dmin': 0.06369, 'rms': 0.13, 'gap': 96, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.3 - 9km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4848333, 32.9106667, 3.6]}, 'id': 'ci37766487'}, {'type': 'Feature', 'properties': {'mag': 1.85, 'place': '8km SSE of Brawley, CA', 'time': 1505791676460, 'updated': 1505843912243, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766471', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766471&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 53, 'net': 'ci', 'code': '37766471', 'ids': ',ci37766471,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 27, 'dmin': 0.06694, 'rms': 0.24, 'gap': 75, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.9 - 8km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4825, 32.9163333, 3.63]}, 'id': 'ci37766471'}, {'type': 'Feature', 'properties': {'mag': 4.1, 'place': '80km SSE of San Francisco del Mar, Mexico', 'time': 1505784206570, 'updated': 1505785388040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aqg7', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aqg7&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 259, 'net': 'us', 'code': '2000aqg7', 'ids': ',us2000aqg7,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 5.034, 'rms': 1, 'gap': 206, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.1 - 80km SSE of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.4373, 15.5332, 46.8]}, 'id': 'us2000aqg7'}, {'type': 'Feature', 'properties': {'mag': 1.9, 'place': '9km SSE of Brawley, CA', 'time': 1505779853200, 'updated': 1505842798962, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766415', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766415&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 56, 'net': 'ci', 'code': '37766415', 'ids': ',ci37766415,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 26, 'dmin': 0.06016, 'rms': 0.28, 'gap': 73, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.9 - 9km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.4893333, 32.9051667, 5.38]}, 'id': 'ci37766415'}, {'type': 'Feature', 'properties': {'mag': 1.73, 'place': '8km SSE of Brawley, CA', 'time': 1505779842240, 'updated': 1505843095371, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37165308', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37165308&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 46, 'net': 'ci', 'code': '37165308', 'ids': ',ci37165308,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 19, 'dmin': 0.06195, 'rms': 0.2, 'gap': 85, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.7 - 8km SSE of Brawley, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.488, 32.9113333, 4.36]}, 'id': 'ci37165308'}, {'type': 'Feature', 'properties': {'mag': 4.2, 'place': '112km S of San Francisco del Mar, Mexico', 'time': 1505772813110, 'updated': 1505774259040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aqc4', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aqc4&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 271, 'net': 'us', 'code': '2000aqc4', 'ids': ',us2000aqc4,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 2.657, 'rms': 0.89, 'gap': 165, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.2 - 112km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.6662, 15.2125, 39]}, 'id': 'us2000aqc4'}, {'type': 'Feature', 'properties': {'mag': 1.45, 'place': '4km WSW of Imperial, CA', 'time': 1505769920400, 'updated': 1505839128182, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766303', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766303&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 32, 'net': 'ci', 'code': '37766303', 'ids': ',ci37766303,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 25, 'dmin': 0.07969, 'rms': 0.23, 'gap': 100, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.5 - 4km WSW of Imperial, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.605, 32.8308333, 11.11]}, 'id': 'ci37766303'}, {'type': 'Feature', 'properties': {'mag': 1.71, 'place': '4km SW of Imperial, CA', 'time': 1505769761910, 'updated': 1505838900564, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766295', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766295&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 45, 'net': 'ci', 'code': '37766295', 'ids': ',ci37766295,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 30, 'dmin': 0.05973, 'rms': 0.23, 'gap': 96, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.7 - 4km SW of Imperial, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.6046667, 32.8245, 12]}, 'id': 'ci37766295'}, {'type': 'Feature', 'properties': {'mag': 2.17, 'place': '4km SW of Imperial, CA', 'time': 1505769684730, 'updated': 1505838605910, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766287', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766287&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 72, 'net': 'ci', 'code': '37766287', 'ids': ',ci37766287,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 34, 'dmin': 0.0577, 'rms': 0.33, 'gap': 96, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 2.2 - 4km SW of Imperial, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.606, 32.8226667, 12.54]}, 'id': 'ci37766287'}, {'type': 'Feature', 'properties': {'mag': 4.9, 'place': '101km S of San Francisco del Mar, Mexico', 'time': 1505764292580, 'updated': 1505776013040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aq7z', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aq7z&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 369, 'net': 'us', 'code': '2000aq7z', 'ids': ',us2000aq7z,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 3.03, 'rms': 1.44, 'gap': 132, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.9 - 101km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.6427, 15.3134, 31.07]}, 'id': 'us2000aq7z'}, {'type': 'Feature', 'properties': {'mag': 3.51, 'place': '77km S of Maneadero, B.C., MX', 'time': 1505759058190, 'updated': 1505832923848, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37766167', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37766167&format=geojson', 'felt': 1, 'cdi': 2.7, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 190, 'net': 'ci', 'code': '37766167', 'ids': ',ci37766167,', 'sources': ',ci,', 'types': ',dyfi,geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 13, 'dmin': 0.8296, 'rms': 0.35, 'gap': 268, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 3.5 - 77km S of Maneadero, B.C., MX'}, 'geometry': {'type': 'Point', 'coordinates': [-116.6565018, 31.0306664, 5.16]}, 'id': 'ci37766167'}, {'type': 'Feature', 'properties': {'mag': 4.3, 'place': '59km S of Salina Cruz, Mexico', 'time': 1505756979200, 'updated': 1506014421040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aq4m', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aq4m&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 284, 'net': 'us', 'code': '2000aq4m', 'ids': ',us2000aq4m,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 3.022, 'rms': 0.84, 'gap': 200, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.3 - 59km S of Salina Cruz, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-95.2066, 15.6332, 53.99]}, 'id': 'us2000aq4m'}, {'type': 'Feature', 'properties': {'mag': 4.1, 'place': '27km SE of San Mateo del Mar, Mexico', 'time': 1505755544410, 'updated': 1505946017040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000aq3v', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000aq3v&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 259, 'net': 'us', 'code': '2000aq3v', 'ids': ',us2000aq3v,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 2.621, 'rms': 1.22, 'gap': 188, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.1 - 27km SE of San Mateo del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.8487, 15.9949, 55.32]}, 'id': 'us2000aq3v'}, {'type': 'Feature', 'properties': {'mag': 4.7, 'place': '116km S of San Francisco del Mar, Mexico', 'time': 1505747639290, 'updated': 1505758326040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000apya', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apya&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 340, 'net': 'us', 'code': '2000apya', 'ids': ',us2000apya,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 5.113, 'rms': 0.53, 'gap': 153, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.7 - 116km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.5858, 15.1833, 36.89]}, 'id': 'us2000apya'}, {'type': 'Feature', 'properties': {'mag': 5.6, 'place': '108km S of San Francisco del Mar, Mexico', 'time': 1505744352870, 'updated': 1505847392622, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000apx5', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apx5&format=geojson', 'felt': 1, 'cdi': 6.4, 'mmi': 3.79, 'alert': 'green', 'status': 'reviewed', 'tsunami': 0, 'sig': 483, 'net': 'us', 'code': '2000apx5', 'ids': ',us2000apx5,', 'sources': ',us,', 'types': ',dyfi,geoserve,losspager,moment-tensor,origin,phase-data,shakemap,', 'nst': None, 'dmin': 5.097, 'rms': 1.04, 'gap': 41, 'magType': 'mww', 'type': 'earthquake', 'title': 'M 5.6 - 108km S of San Francisco del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-94.5576, 15.2537, 10]}, 'id': 'us2000apx5'}, {'type': 'Feature', 'properties': {'mag': 4.9, 'place': '5km SW of San Mateo del Mar, Mexico', 'time': 1505736421030, 'updated': 1506404591300, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000apva', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apva&format=geojson', 'felt': 1, 'cdi': 2, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 370, 'net': 'us', 'code': '2000apva', 'ids': ',us2000apva,', 'sources': ',us,', 'types': ',dyfi,geoserve,origin,phase-data,', 'nst': None, 'dmin': 3.498, 'rms': 0.75, 'gap': 155, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.9 - 5km SW of San Mateo del Mar, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-95.0293, 16.1639, 38.92]}, 'id': 'us2000apva'}, {'type': 'Feature', 'properties': {'mag': 1.11, 'place': '4km WSW of Imperial, CA', 'time': 1505716385670, 'updated': 1505840704209, 'tz': -480, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci37765839', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci37765839&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 19, 'net': 'ci', 'code': '37765839', 'ids': ',ci37765839,', 'sources': ',ci,', 'types': ',geoserve,nearby-cities,origin,phase-data,scitech-link,', 'nst': 22, 'dmin': 0.07825, 'rms': 0.22, 'gap': 99, 'magType': 'ml', 'type': 'earthquake', 'title': 'M 1.1 - 4km WSW of Imperial, CA'}, 'geometry': {'type': 'Point', 'coordinates': [-115.6075, 32.8336667, 11.71]}, 'id': 'ci37765839'}, {'type': 'Feature', 'properties': {'mag': 4.2, 'place': '57km SSW of Paredon, Mexico', 'time': 1505699409580, 'updated': 1505702127040, 'tz': -360, 'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/us2000apq2', 'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=us2000apq2&format=geojson', 'felt': None, 'cdi': None, 'mmi': None, 'alert': None, 'status': 'reviewed', 'tsunami': 0, 'sig': 271, 'net': 'us', 'code': '2000apq2', 'ids': ',us2000apq2,', 'sources': ',us,', 'types': ',geoserve,origin,phase-data,', 'nst': None, 'dmin': 2.416, 'rms': 1.03, 'gap': 190, 'magType': 'mb', 'type': 'earthquake', 'title': 'M 4.2 - 57km SSW of Paredon, Mexico'}, 'geometry': {'type': 'Point', 'coordinates': [-93.9986, 15.5322, 52.61]}, 'id': 'us2000apq2'}]
bbox [-117.0765, 14.5296, -0.2, -90.9069, 32.9196667, 177.24]

In [ ]:

    




    

In [30]:

    

type(dct['features'][0])#type zeigt mir den Datentyp; mit (0) sage ich, dass er mir erstes der Features


    

    
Out[30]:





dict

In [31]:

    

len(dct['features'])


    

    
Out[31]:





34

In [ ]:

    




    

In [32]:

    

for key in dct['features'][0]:#so frage ich die Keys im Value Feature ab
    print(key)


    

    




type
properties
geometry
id

In [33]:

    

dct['features'][0]#so frage ich das erste element von features ab


    

    
Out[33]:





{'geometry': {'coordinates': [-115.6006667, 32.8185, 11.77], 'type': 'Point'},
 'id': 'ci38007144',
 'properties': {'alert': None,
  'cdi': None,
  'code': '38007144',
  'detail': 'https://earthquake.usgs.gov/fdsnws/event/1/query?eventid=ci38007144&format=geojson',
  'dmin': 0.08931,
  'felt': None,
  'gap': 102,
  'ids': ',ci38007144,',
  'mag': 2.26,
  'magType': 'ml',
  'mmi': None,
  'net': 'ci',
  'nst': 41,
  'place': '4km SW of Imperial, CA',
  'rms': 0.26,
  'sig': 79,
  'sources': ',ci,',
  'status': 'reviewed',
  'time': 1505947525530,
  'title': 'M 2.3 - 4km SW of Imperial, CA',
  'tsunami': 0,
  'type': 'earthquake',
  'types': ',focal-mechanism,geoserve,nearby-cities,origin,phase-data,scitech-link,',
  'tz': -480,
  'updated': 1505948918700,
  'url': 'https://earthquake.usgs.gov/earthquakes/eventpage/ci38007144'},
 'type': 'Feature'}

In [35]:

    

earthquakes = []#Leere Liste kreieren

for elem in dct['features']:
    t = elem['properties']['type']#in den properties (die ich ja vorhin als element gefunden habe) will ich 
    m = elem['properties']['mag']
    p = elem['properties']['place']
    tm = elem['properties']['time']
    
    mini_dict = {'Type': t,
                 'Mag': m,
                 'Place': p,
                 'Time': tm}#Hier baue ich mein eigenes Dictionary auf; die Begriffe kann ich selbst wählen
    
    earthquakes.append(mini_dict)


    

In [92]:

    

earthquakes


    

    
Out[92]:





[{'Mag': 2.26,
  'Place': '4km SW of Imperial, CA',
  'Time': 1505947525530,
  'Type': 'earthquake'},
 {'Mag': 1,
  'Place': '7km NW of La Mesa, CA',
  'Time': 1505937649230,
  'Type': 'quarry blast'},
 {'Mag': 2.71,
  'Place': '19km W of Delta, B.C., MX',
  'Time': 1505931747440,
  'Type': 'earthquake'},
 {'Mag': 0.94,
  'Place': '27km SSW of Ocotillo Wells, CA',
  'Time': 1505922423230,
  'Type': 'earthquake'},
 {'Mag': 2.21,
  'Place': '7km N of Delta, B.C., MX',
  'Time': 1505911740560,
  'Type': 'earthquake'},
 {'Mag': 4.7,
  'Place': '51km SSW of Pijijiapan, Mexico',
  'Time': 1505903968940,
  'Type': 'earthquake'},
 {'Mag': 4.6,
  'Place': '15km ESE of San Mateo del Mar, Mexico',
  'Time': 1505878085370,
  'Type': 'earthquake'},
 {'Mag': 4.9,
  'Place': '4km ESE of Acatenango, Guatemala',
  'Time': 1505875055380,
  'Type': 'earthquake'},
 {'Mag': 4.6,
  'Place': '15km SW of San Dionisio del Mar, Mexico',
  'Time': 1505862694420,
  'Type': 'earthquake'},
 {'Mag': 4.9,
  'Place': '101km S of San Francisco del Mar, Mexico',
  'Time': 1505855599810,
  'Type': 'earthquake'},
 {'Mag': 7.1,
  'Place': '1km ESE of Ayutla, Mexico',
  'Time': 1505844878380,
  'Type': 'earthquake'},
 {'Mag': 1.76,
  'Place': '8km SSE of Brawley, CA',
  'Time': 1505810653690,
  'Type': 'earthquake'},
 {'Mag': 5.4,
  'Place': '98km SSW of Tres Picos, Mexico',
  'Time': 1505807597550,
  'Type': 'earthquake'},
 {'Mag': 4.9,
  'Place': '59km SSE of San Francisco del Mar, Mexico',
  'Time': 1505804582940,
  'Type': 'earthquake'},
 {'Mag': 1.67,
  'Place': '8km SSE of Brawley, CA',
  'Time': 1505797300060,
  'Type': 'earthquake'},
 {'Mag': 1.69,
  'Place': '8km SSE of Brawley, CA',
  'Time': 1505792016930,
  'Type': 'earthquake'},
 {'Mag': 1.34,
  'Place': '9km SSE of Brawley, CA',
  'Time': 1505791878570,
  'Type': 'earthquake'},
 {'Mag': 1.85,
  'Place': '8km SSE of Brawley, CA',
  'Time': 1505791676460,
  'Type': 'earthquake'},
 {'Mag': 4.1,
  'Place': '80km SSE of San Francisco del Mar, Mexico',
  'Time': 1505784206570,
  'Type': 'earthquake'},
 {'Mag': 1.9,
  'Place': '9km SSE of Brawley, CA',
  'Time': 1505779853200,
  'Type': 'earthquake'},
 {'Mag': 1.73,
  'Place': '8km SSE of Brawley, CA',
  'Time': 1505779842240,
  'Type': 'earthquake'},
 {'Mag': 4.2,
  'Place': '112km S of San Francisco del Mar, Mexico',
  'Time': 1505772813110,
  'Type': 'earthquake'},
 {'Mag': 1.45,
  'Place': '4km WSW of Imperial, CA',
  'Time': 1505769920400,
  'Type': 'earthquake'},
 {'Mag': 1.71,
  'Place': '4km SW of Imperial, CA',
  'Time': 1505769761910,
  'Type': 'earthquake'},
 {'Mag': 2.17,
  'Place': '4km SW of Imperial, CA',
  'Time': 1505769684730,
  'Type': 'earthquake'},
 {'Mag': 4.9,
  'Place': '101km S of San Francisco del Mar, Mexico',
  'Time': 1505764292580,
  'Type': 'earthquake'},
 {'Mag': 3.51,
  'Place': '77km S of Maneadero, B.C., MX',
  'Time': 1505759058190,
  'Type': 'earthquake'},
 {'Mag': 4.3,
  'Place': '59km S of Salina Cruz, Mexico',
  'Time': 1505756979200,
  'Type': 'earthquake'},
 {'Mag': 4.1,
  'Place': '27km SE of San Mateo del Mar, Mexico',
  'Time': 1505755544410,
  'Type': 'earthquake'},
 {'Mag': 4.7,
  'Place': '116km S of San Francisco del Mar, Mexico',
  'Time': 1505747639290,
  'Type': 'earthquake'},
 {'Mag': 5.6,
  'Place': '108km S of San Francisco del Mar, Mexico',
  'Time': 1505744352870,
  'Type': 'earthquake'},
 {'Mag': 4.9,
  'Place': '6km SW of San Mateo del Mar, Mexico',
  'Time': 1505736420830,
  'Type': 'earthquake'},
 {'Mag': 1.11,
  'Place': '4km WSW of Imperial, CA',
  'Time': 1505716385670,
  'Type': 'earthquake'},
 {'Mag': 4.2,
  'Place': '57km SSW of Paredon, Mexico',
  'Time': 1505699409580,
  'Type': 'earthquake'}]

In [36]:

    

earthquakes = []

for elem in dct['features']:
    t = elem['properties']['type']
    m = elem['properties']['mag']
    p = elem['properties']['place']
    
    #Ints bearbeiten, die letzten drei Stellen abschneiden (weil der Converter von Unixtime in Normalzeit die Angabe nur lesen kann, wenn die letzten drei Zahlen weg sind); ich muss zahl zuerst in string verwandeln, weil man nur dort die drei letzten zeichen abschneiden kann; dann verwandle ich es wieder in eine zahl zurück und mit dt
    tm = dt(int(str(elem['properties']['time'])[:-3])) 
    
    mini_dict = {'Type': t,
                 'Mag': m,
                 'Place': p,
                 'Time': tm}
    
    earthquakes.append(mini_dict)


    

    




---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-36-2935f96d2411> in <module>()
      7 
      8     #Ints bearbeiten, die letzten drei Stellen abschneiden (weil der Converter von Unixtime in Normalzeit die Angabe nur lesen kann, wenn die letzten drei Zahlen weg sind); ich muss zahl zuerst in string verwandeln, weil man nur dort die drei letzten zeichen abschneiden kann; dann verwandle ich es wieder in eine zahl zurück und mit dt
----> 9     tm = dt(int(str(elem['properties']['time'])[:-3]))
     10 
     11     mini_dict = {'Type': t,

NameError: name 'dt' is not defined

In [ ]:

    

earthquakes


    

In [97]:

    

pd.DataFrame(earthquakes)#es muss aber eine dictionary-Liste sein; kann auch nur eine Liste sein, dann gibt es nur eine Spalte


    

    
Out[97]:

In [38]:

    

df = pd.DataFrame(earthquakes)


    

In [39]:

    

df.sort_values(by='Mag', ascending=False)#startet von 'Mag'; default Einstellung: beginnt beim kleinsten, wenn ich beim stärksten beginnen will, muss ich ascending=false eingeben


    

    




---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   2441             try:
-> 2442                 return self._engine.get_loc(key)
   2443             except KeyError:

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc (pandas/_libs/index.c:5280)()

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc (pandas/_libs/index.c:5126)()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item (pandas/_libs/hashtable.c:20523)()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item (pandas/_libs/hashtable.c:20477)()

KeyError: 'Mag'

During handling of the above exception, another exception occurred:

KeyError                                  Traceback (most recent call last)
<ipython-input-39-161f927b790e> in <module>()
----> 1 df.sort_values(by='Mag', ascending=False)#startet von 'Mag'; default Einstellung: beginnt beim kleinsten, wenn ich beim stärksten beginnen will, muss ich ascending=false eingeben

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/frame.py in sort_values(self, by, axis, ascending, inplace, kind, na_position)
   3184 
   3185             by = by[0]
-> 3186             k = self.xs(by, axis=other_axis).values
   3187             if k.ndim == 2:
   3188 

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/generic.py in xs(self, key, axis, level, drop_level)
   2021 
   2022         if axis == 1:
-> 2023             return self[key]
   2024 
   2025         self._consolidate_inplace()

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/frame.py in __getitem__(self, key)
   1962             return self._getitem_multilevel(key)
   1963         else:
-> 1964             return self._getitem_column(key)
   1965 
   1966     def _getitem_column(self, key):

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/frame.py in _getitem_column(self, key)
   1969         # get column
   1970         if self.columns.is_unique:
-> 1971             return self._get_item_cache(key)
   1972 
   1973         # duplicate columns & possible reduce dimensionality

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/generic.py in _get_item_cache(self, item)
   1643         res = cache.get(item)
   1644         if res is None:
-> 1645             values = self._data.get(item)
   1646             res = self._box_item_values(item, values)
   1647             cache[item] = res

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/internals.py in get(self, item, fastpath)
   3588 
   3589             if not isnull(item):
-> 3590                 loc = self.items.get_loc(item)
   3591             else:
   3592                 indexer = np.arange(len(self.items))[isnull(self.items)]

~/.virtualenvs/erstesVE/lib/python3.6/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   2442                 return self._engine.get_loc(key)
   2443             except KeyError:
-> 2444                 return self._engine.get_loc(self._maybe_cast_indexer(key))
   2445 
   2446         indexer = self.get_indexer([key], method=method, tolerance=tolerance)

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc (pandas/_libs/index.c:5280)()

pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc (pandas/_libs/index.c:5126)()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item (pandas/_libs/hashtable.c:20523)()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item (pandas/_libs/hashtable.c:20477)()

KeyError: 'Mag'

In [67]:

    

df.to_csv('erdbeben.csv')


    

    




---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-67-fec054b55b66> in <module>()
----> 1 df.to_csv('erdbeben.csv')

NameError: name 'df' is not defined

In [ ]: