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initial version after pydata warsaw 2017
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data/API_IS.AIR.DPRT_DS2_en_csv_v2/API_IS.AIR.DPRT_DS2_en_csv_v2.csv
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data/API_IS.AIR.DPRT_DS2_en_csv_v2/Metadata_Country_API_IS.AIR.DPRT_DS2_en_csv_v2.csv
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data/API_IS.AIR.DPRT_DS2_en_csv_v2/Metadata_Indicator_API_IS.AIR.DPRT_DS2_en_csv_v2.csv
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"INDICATOR_CODE","INDICATOR_NAME","SOURCE_NOTE","SOURCE_ORGANIZATION", | ||
"IS.AIR.DPRT","Air transport, registered carrier departures worldwide","Registered carrier departures worldwide are domestic takeoffs and takeoffs abroad of air carriers registered in the country.","International Civil Aviation Organization, Civil Aviation Statistics of the World and ICAO staff estimates.", |
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Series Name,Series Code,Country Name,Country Code,1960 [YR1960],1961 [YR1961],1962 [YR1962],1963 [YR1963],1964 [YR1964],1965 [YR1965],1966 [YR1966],1967 [YR1967],1968 [YR1968],1969 [YR1969],1970 [YR1970],1971 [YR1971],1972 [YR1972],1973 [YR1973],1974 [YR1974],1975 [YR1975],1976 [YR1976],1977 [YR1977],1978 [YR1978],1979 [YR1979],1980 [YR1980],1981 [YR1981],1982 [YR1982],1983 [YR1983],1984 [YR1984],1985 [YR1985],1986 [YR1986],1987 [YR1987],1988 [YR1988],1989 [YR1989],1990 [YR1990],1991 [YR1991],1992 [YR1992],1993 [YR1993],1994 [YR1994],1995 [YR1995],1996 [YR1996],1997 [YR1997],1998 [YR1998],1999 [YR1999],2000 [YR2000],2001 [YR2001],2002 [YR2002],2003 [YR2003],2004 [YR2004],2005 [YR2005],2006 [YR2006],2007 [YR2007],2008 [YR2008],2009 [YR2009],2010 [YR2010],2011 [YR2011],2012 [YR2012],2013 [YR2013],2014 [YR2014],2015 [YR2015] | ||
"Air transport, passengers carried",IS.AIR.PSGR,World,WLD,..,..,..,..,..,..,..,..,..,..,310441392,331604904,..,401571800,421145200,432276500,471773396,513269292,576090004,648400600,641872888,640619400,654482108,685101596,732410288,783198104,842594296,904838104,953896012,983208800,1024976616,1133228204,1145436692,1142265216,1233233404,1302891640.1,1390963704,1455104192,1466961780,1562256300,1674064712,1655230214,1627404873,1665309283,1888695284,1970142144,2072995909,2209136496,2208218737,2249518122,2628231062.6889,2786918945.85518,2894035636.71704,3050796410.97472,3213664822.0802,.. | ||
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, | ||
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, | ||
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, | ||
Data from database: World Development Indicators,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, | ||
Last Updated: 02/17/2016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, |
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# Getting the data | ||
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As the database is too big to be uploaded to the repository it is stored separately [here](https://www.dropbox.com/s/n9inalri0dvff1j/avall.db?dl=1). It can be placed in the `data` folder manually or downloaded using the `get_data.py` python script. | ||
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The data can also be obtained directly from NTSB website (https://app.ntsb.gov/avdata/) in `mdb` format. In order to convert it to a SQLite database the script `export_access2csv.sh` in `utils` folder can be used: | ||
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``` | ||
$ bash utils/export_access2csv.sh data/raw/avall.mdb data | ||
``` | ||
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* avall.db -> NTSB aviation data from the new NTSB accident database system (eADMS) |
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import pandas as pd | ||
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pd.set_option('max_columns', 100) | ||
pd.set_option('max_rows', 100) |
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import urllib.request | ||
import os | ||
from tqdm import tqdm | ||
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def download_data(url, destination_folder="../data", name='avall.db', force=False): | ||
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path = os.path.join(destination_folder, name) | ||
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if not os.path.isfile(path) or force: | ||
print('Downloading...') | ||
with TqdmUpTo(unit='B', unit_scale=True, miniters=1) as t: | ||
urllib.request.urlretrieve(url, path, reporthook=t.update_to) | ||
else: | ||
print("Data has already been downloaded") | ||
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class TqdmUpTo(tqdm): | ||
"""Provides `update_to(n)` which uses `tqdm.update(delta_n)`.""" | ||
def update_to(self, b=1, bsize=1, tsize=None): | ||
""" | ||
b : int, optional | ||
Number of blocks transferred so far [default: 1]. | ||
bsize : int, optional | ||
Size of each block (in tqdm units) [default: 1]. | ||
tsize : int, optional | ||
Total size (in tqdm units). If [default: None] remains unchanged. | ||
""" | ||
if tsize is not None: | ||
self.total = tsize | ||
self.update(b * bsize - self.n) # will also set self.n = b * bsize | ||
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if __name__ == '__main__': | ||
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URL = "https://www.dropbox.com/s/n9inalri0dvff1j/avall.db?dl=1" | ||
download_data(URL, force=True) |
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