ProcessMJO.ipynb

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   "source": [
    "from urllib.request import urlopen, Request\n",
    "import pickle\n",
    "import pandas as pd"
   ]
  },
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   "outputs": [],
   "source": [
    "url = 'http://www.bom.gov.au/climate/mjo/graphics/rmm.74toRealtime.txt'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
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    "headers = {'User-Agent': 'Mozilla/5.0'}\n",
    "req = Request(url=url, headers=headers) \n",
    "data = urlopen(req)\n",
    "df = pd.read_csv(data, sep='\\s+', skiprows=2, usecols=range(5), header=None,\n",
    "                     parse_dates=[[0, 1, 2]],\n",
    "                     names=['Year', 'Month', 'Day', 'RMM1', 'RMM2'])"
   ]
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   "outputs": [],
   "source": [
    "mjo_df = df.set_index('Year_Month_Day')\n",
    "mjo_df.to_pickle('mjo.pickle.xz')"
   ]
  }
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