7+mag earth quakes.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f57928c9-213f-42aa-a9d5-069c37e5d971",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2171f430-2edb-4324-9f1f-b04f046eb999",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv(\"https://earthquake.usgs.gov/fdsnws/event/1/query.csv?starttime=1900-01-01%2000:00:00&minmagnitude=7&orderby=time\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5f025ea9-c087-4b99-8099-3f5e680cc830",
   "metadata": {},
   "outputs": [],
   "source": [
    "data=df[[\"time\",\"place\",\"mag\"]].sort_values(\"time\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "017e0a04-5f64-4759-8d10-39c3cfe23a3f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>time</th>\n",
       "      <th>place</th>\n",
       "      <th>mag</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2023-02-06T10:24:49.258Z</td>\n",
       "      <td>4 km SSE of Ekinözü, Turkey</td>\n",
       "      <td>7.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2023-02-06T01:17:35.796Z</td>\n",
       "      <td>26 km E of Nurda??, Turkey</td>\n",
       "      <td>7.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2023-01-18T06:06:11.317Z</td>\n",
       "      <td>153 km NW of Tobelo, Indonesia</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2023-01-09T17:47:35.057Z</td>\n",
       "      <td>Pulau Pulau Tanimbar, Indonesia</td>\n",
       "      <td>7.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2023-01-08T12:32:42.372Z</td>\n",
       "      <td>Vanuatu</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1478</th>\n",
       "      <td>1903-01-17T16:05:00.000Z</td>\n",
       "      <td>153 km SE of Adak, Alaska</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1479</th>\n",
       "      <td>1902-01-01T05:20:30.000Z</td>\n",
       "      <td>113 km ESE of Nikolski, Alaska</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1480</th>\n",
       "      <td>1901-12-31T09:02:30.000Z</td>\n",
       "      <td>221 km SW of Nikolski, Alaska</td>\n",
       "      <td>7.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1481</th>\n",
       "      <td>1901-12-30T22:34:00.000Z</td>\n",
       "      <td>south of Alaska</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1482</th>\n",
       "      <td>1900-10-09T12:25:00.000Z</td>\n",
       "      <td>16 km SW of Old Harbor, Alaska</td>\n",
       "      <td>7.86</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1483 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          time                            place   mag\n",
       "0     2023-02-06T10:24:49.258Z      4 km SSE of Ekinözü, Turkey  7.50\n",
       "1     2023-02-06T01:17:35.796Z       26 km E of Nurda??, Turkey  7.80\n",
       "2     2023-01-18T06:06:11.317Z   153 km NW of Tobelo, Indonesia  7.00\n",
       "3     2023-01-09T17:47:35.057Z  Pulau Pulau Tanimbar, Indonesia  7.60\n",
       "4     2023-01-08T12:32:42.372Z                          Vanuatu  7.00\n",
       "...                        ...                              ...   ...\n",
       "1478  1903-01-17T16:05:00.000Z        153 km SE of Adak, Alaska  7.00\n",
       "1479  1902-01-01T05:20:30.000Z   113 km ESE of Nikolski, Alaska  7.00\n",
       "1480  1901-12-31T09:02:30.000Z    221 km SW of Nikolski, Alaska  7.10\n",
       "1481  1901-12-30T22:34:00.000Z                  south of Alaska  7.00\n",
       "1482  1900-10-09T12:25:00.000Z   16 km SW of Old Harbor, Alaska  7.86\n",
       "\n",
       "[1483 rows x 3 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "dbcf848f-63fa-4414-b8d9-8a3dbab68298",
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import datetime, timedelta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "1dcccb12-c452-4b83-b709-149fea175e0f",
   "metadata": {},
   "outputs": [],
   "source": [
    "data[\"time\"]=pd.to_datetime(data[\"time\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "768fdf3e-c453-4054-977d-2cb5033a894b",
   "metadata": {},
   "source": [
    "for index,date in enumerate(data[\"time\"]):\n",
    " dt = date-data[\"time\"][index+1]\n",
    " if dt<timedelta(days=1):\n",
    "        print(data[\"time\"][index],dt, \"\\t\",data[\"place\"][index], \"\\t\",data[\"place\"][index+1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "3845a569-0b75-4ef6-b418-2f4a83f9768b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-02-06 10:24:49.258000+00:00 \t 0 days 09:07:13.462000 \t 2023-02-06 01:17:35.796000+00:00\n",
      "\t\t 4 km SSE of Ekinözü, Turkey \t 7.5  -  7.8 \t 26 km E of Nurda??, Turkey\n",
      "2022-11-12 07:09:13.514000+00:00 \t 0 days 20:20:26.804000 \t 2022-11-11 10:48:46.710000+00:00\n",
      "\t\t nan \t 7.0  -  7.3 \t 205 km ESE of Neiafu, Tonga\n",
      "2021-08-12 18:35:17.231000+00:00 \t 0 days 00:02:24.767000 \t 2021-08-12 18:32:52.464000+00:00\n",
      "\t\t South Sandwich Islands region \t 8.1  -  7.5 \t South Sandwich Islands region\n",
      "2021-03-04 19:28:33.178000+00:00 \t 0 days 01:47:09.808000 \t 2021-03-04 17:41:23.370000+00:00\n",
      "\t\t Kermadec Islands, New Zealand \t 8.1  -  7.4 \t Kermadec Islands, New Zealand\n",
      "2021-03-04 17:41:23.370000+00:00 \t 0 days 04:13:48.723000 \t 2021-03-04 13:27:34.647000+00:00\n",
      "\t\t Kermadec Islands, New Zealand \t 7.4  -  7.3 \t 182 km NE of Gisborne, New Zealand\n",
      "2015-11-24 22:50:54.370000+00:00 \t 0 days 00:05:15.490000 \t 2015-11-24 22:45:38.880000+00:00\n",
      "\t\t 185 km WNW of Iñapari, Peru \t 7.6  -  7.6 \t 155 km WNW of Iñapari, Peru\n",
      "2015-09-16 23:18:41.850000+00:00 \t 0 days 00:24:08.990000 \t 2015-09-16 22:54:32.860000+00:00\n",
      "\t\t 25 km WNW of Illapel, Chile \t 7.0  -  8.3 \t 48 km W of Illapel, Chile\n",
      "2014-04-19 13:28:00.810000+00:00 \t 0 days 23:00:35.890000 \t 2014-04-18 14:27:24.920000+00:00\n",
      "\t\t 70 km SW of Panguna, Papua New Guinea \t 7.5  -  7.2 \t 9 km ENE of Coyuquilla Norte, Mexico\n",
      "2014-04-13 12:36:19.230000+00:00 \t 0 days 16:21:39.930000 \t 2014-04-12 20:14:39.300000+00:00\n",
      "\t\t 112 km S of Kirakira, Solomon Islands \t 7.4  -  7.6 \t 93 km SSE of Kirakira, Solomon Islands\n",
      "2013-05-24 05:44:48.980000+00:00 \t 0 days 12:25:44.230000 \t 2013-05-23 17:19:04.750000+00:00\n",
      "\t\t Sea of Okhotsk \t 8.3  -  7.4 \t 292 km SW of Vaini, Tonga\n",
      "2013-02-06 01:54:14.610000+00:00 \t 0 days 00:30:54.850000 \t 2013-02-06 01:23:19.760000+00:00\n",
      "\t\t 33 km NW of Lata, Solomon Islands \t 7.0  -  7.1 \t 112 km WSW of Lata, Solomon Islands\n",
      "2013-02-06 01:23:19.760000+00:00 \t 0 days 00:10:53.930000 \t 2013-02-06 01:12:25.830000+00:00\n",
      "\t\t 112 km WSW of Lata, Solomon Islands \t 7.1  -  8.0 \t 75 km W of Lata, Solomon Islands\n",
      "2012-04-12 07:15:48.500000+00:00 \t 0 days 20:32:37.650000 \t 2012-04-11 10:43:10.850000+00:00\n",
      "\t\t 69 km ENE of San Luis, Mexico \t 7.0  -  8.2 \t off the west coast of northern Sumatra\n",
      "2012-04-11 10:43:10.850000+00:00 \t 0 days 02:04:34.130000 \t 2012-04-11 08:38:36.720000+00:00\n",
      "\t\t off the west coast of northern Sumatra \t 8.2  -  8.6 \t off the west coast of northern Sumatra\n",
      "2011-08-20 18:19:23.550000+00:00 \t 0 days 01:24:20.740000 \t 2011-08-20 16:55:02.810000+00:00\n",
      "\t\t 64 km S of Port-Vila, Vanuatu \t 7.1  -  7.2 \t 71 km SSW of Port-Vila, Vanuatu\n",
      "2011-03-11 06:25:50.300000+00:00 \t 0 days 00:10:10.020000 \t 2011-03-11 06:15:40.280000+00:00\n",
      "\t\t 272 km ESE of Kamaishi, Japan \t 7.7  -  7.9 \t 47 km E of ?arai, Japan\n",
      "2011-03-11 06:15:40.280000+00:00 \t 0 days 00:29:16.160000 \t 2011-03-11 05:46:24.120000+00:00\n",
      "\t\t 47 km E of ?arai, Japan \t 7.9  -  9.1 \t 2011 Great Tohoku Earthquake, Japan\n",
      "2010-07-23 23:15:10.190000+00:00 \t 0 days 00:23:58.350000 \t 2010-07-23 22:51:11.840000+00:00\n",
      "\t\t 72 km S of Panubigan, Philippines \t 7.5  -  7.6 \t 61 km W of Bantogon, Philippines\n",
      "2010-07-23 22:51:11.840000+00:00 \t 0 days 00:43:00.590000 \t 2010-07-23 22:08:11.250000+00:00\n",
      "\t\t 61 km W of Bantogon, Philippines \t 7.6  -  7.3 \t 68 km W of Gadung, Philippines\n",
      "2010-02-27 08:01:23.010000+00:00 \t 0 days 01:27:11.480000 \t 2010-02-27 06:34:11.530000+00:00\n",
      "\t\t 124 km W of Lebu, Chile \t 7.4  -  8.8 \t 36 km WNW of Quirihue, Chile\n",
      "2010-02-27 06:34:11.530000+00:00 \t 0 days 10:02:44.560000 \t 2010-02-26 20:31:26.970000+00:00\n",
      "\t\t 36 km WNW of Quirihue, Chile \t 8.8  -  7.0 \t 70 km SE of Katsuren-haebaru, Japan\n",
      "2009-10-07 23:13:48.160000+00:00 \t 0 days 00:54:56.920000 \t 2009-10-07 22:18:51.240000+00:00\n",
      "\t\t 143 km NW of Sola, Vanuatu \t 7.4  -  7.8 \t 196 km NW of Sola, Vanuatu\n",
      "2009-10-07 22:18:51.240000+00:00 \t 0 days 00:15:36.770000 \t 2009-10-07 22:03:14.470000+00:00\n",
      "\t\t 196 km NW of Sola, Vanuatu \t 7.8  -  7.7 \t 148 km NW of Sola, Vanuatu\n",
      "2009-09-30 10:16:09.250000+00:00 \t 0 days 16:27:58.260000 \t 2009-09-29 17:48:10.990000+00:00\n",
      "\t\t 30 km WSW of Pariaman, Indonesia \t 7.6  -  8.1 \t 168 km SSW of Matavai, Samoa\n",
      "2009-01-03 22:33:40.290000+00:00 \t 0 days 02:49:49.640000 \t 2009-01-03 19:43:50.650000+00:00\n",
      "\t\t 86 km WNW of Manokwari, Indonesia \t 7.4  -  7.7 \t 140 km WNW of Manokwari, Indonesia\n",
      "2007-09-13 03:35:28.720000+00:00 \t 0 days 03:46:25 \t 2007-09-12 23:49:03.720000+00:00\n",
      "\t\t 153 km SSW of Padang, Indonesia \t 7.0  -  7.9 \t 87 km SW of Sungai Penuh, Indonesia\n",
      "2007-09-12 23:49:03.720000+00:00 \t 0 days 12:38:36.890000 \t 2007-09-12 11:10:26.830000+00:00\n",
      "\t\t 87 km SW of Sungai Penuh, Indonesia \t 7.9  -  8.4 \t 122 km SW of Bengkulu, Indonesia\n",
      "2006-01-02 22:13:40.490000+00:00 \t 0 days 16:02:50.730000 \t 2006-01-02 06:10:49.760000+00:00\n",
      "\t\t Fiji region \t 7.2  -  7.4 \t east of the South Sandwich Islands\n",
      "2004-12-26 04:21:29.810000+00:00 \t 0 days 03:22:36.360000 \t 2004-12-26 00:58:53.450000+00:00\n",
      "\t\t 284 km WNW of Sabang, Indonesia \t 7.2  -  9.1 \t 2004 Sumatra - Andaman Islands Earthquake\n",
      "2004-09-05 14:57:18.610000+00:00 \t 0 days 04:50:10.790000 \t 2004-09-05 10:07:07.820000+00:00\n",
      "\t\t 118 km ESE of Shing?, Japan \t 7.4  -  7.2 \t 94 km SE of Shing?, Japan\n",
      "2003-09-25 21:08:00.030000+00:00 \t 0 days 01:17:53.670000 \t 2003-09-25 19:50:06.360000+00:00\n",
      "\t\t 119 km ESE of Shizunai-furukawach?, Japan \t 7.4  -  8.16 \t 134 km SSW of Kushiro, Japan\n",
      "2003-05-26 19:23:27.940000+00:00 \t 0 days 09:58:54.540000 \t 2003-05-26 09:24:33.400000+00:00\n",
      "\t\t 116 km NE of Tobelo, Indonesia \t 7.0  -  7.0 \t 27 km SSW of ?funato, Japan\n",
      "2002-08-19 11:08:24.310000+00:00 \t 0 days 00:07:23.120000 \t 2002-08-19 11:01:01.190000+00:00\n",
      "\t\t south of the Fiji Islands \t 7.7  -  7.7 \t Fiji region\n",
      "2000-11-16 07:42:16.930000+00:00 \t 0 days 02:47:20.190000 \t 2000-11-16 04:54:56.740000+00:00\n",
      "\t\t 135 km SE of Kokopo, Papua New Guinea \t 7.8  -  8.0 \t 24 km N of Rabaul, Papua New Guinea\n",
      "1998-07-17 08:49:13.280000+00:00 \t 0 days 20:52:36.860000 \t 1998-07-16 11:56:36.420000+00:00\n",
      "\t\t 50 km WNW of Aitape, Papua New Guinea \t 7.0  -  7.0 \t 52 km SE of Lata, Solomon Islands\n",
      "1997-10-15 01:03:33.460000+00:00 \t 0 days 15:10:15.310000 \t 1997-10-14 09:53:18.150000+00:00\n",
      "\t\t 36 km SW of Monte Patria, Chile \t 7.1  -  7.8 \t 192 km WSW of Haveluloto, Tonga\n",
      "1996-06-10 15:24:56+00:00 \t 0 days 11:21:20.520000 \t 1996-06-10 04:03:35.480000+00:00\n",
      "\t\t 46 km SSW of Adak, Alaska \t 7.3  -  7.9 \t 77 km WSW of Adak, Alaska\n",
      "1995-08-16 23:10:23.980000+00:00 \t 0 days 12:42:55.350000 \t 1995-08-16 10:27:28.630000+00:00\n",
      "\t\t 139 km WNW of Panguna, Papua New Guinea \t 7.2  -  7.7 \t 155 km WNW of Panguna, Papua New Guinea\n",
      "1993-08-10 00:51:53.250000+00:00 \t 0 days 12:09:05.060000 \t 1993-08-09 12:42:48.190000+00:00\n",
      "\t\t 63 km WNW of Te Anau, New Zealand \t 7.0  -  7.0 \t 53 km S of Jurm, Afghanistan\n",
      "1992-05-17 10:15:31.310000+00:00 \t 0 days 00:26:12.200000 \t 1992-05-17 09:49:19.110000+00:00\n",
      "\t\t 23 km ESE of Santiago, Philippines \t 7.3  -  7.1 \t 9 km SE of Santiago, Philippines\n",
      "1990-05-24 20:09:23.240000+00:00 \t 0 days 00:09:15.050000 \t 1990-05-24 20:00:08.190000+00:00\n",
      "\t\t 135 km NNE of Labuan Bajo, Indonesia \t 7.1  -  7.1 \t 63 km NNE of Juba, South Sudan\n",
      "1987-03-06 04:10:41.960000+00:00 \t 0 days 17:15:29.610000 \t 1987-03-05 10:55:12.350000+00:00\n",
      "\t\t 29 km SSE of Pimampiro, Ecuador \t 7.2  -  7.0 \t 98 km SSW of Antofagasta, Chile\n",
      "1987-03-05 10:55:12.350000+00:00 \t 0 days 01:38:07.070000 \t 1987-03-05 09:17:05.280000+00:00\n",
      "\t\t 98 km SSW of Antofagasta, Chile \t 7.0  -  7.6 \t 84 km SSE of Antofagasta, Chile\n",
      "1985-11-28 03:49:54.150000+00:00 \t 0 days 01:24:11.810000 \t 1985-11-28 02:25:42.340000+00:00\n",
      "\t\t 148 km W of Sola, Vanuatu \t 7.0  -  7.0 \t 142 km NW of Port-Olry, Vanuatu\n",
      "1985-03-04 00:32:21.870000+00:00 \t 0 days 01:45:14.590000 \t 1985-03-03 22:47:07.280000+00:00\n",
      "\t\t 19 km S of Valparaíso, Chile \t 7.4  -  8.0 \t 25 km WSW of Valparaíso, Chile\n",
      "1984-03-06 02:17:21.260000+00:00 \t 0 days 22:43:30.270000 \t 1984-03-05 03:33:50.990000+00:00\n",
      "\t\t Izu Islands, Japan region \t 7.4  -  7.3 \t 4 km NNW of Tabid, Philippines\n",
      "1978-03-24 21:05:48.200000+00:00 \t 0 days 01:17:57.500000 \t 1978-03-24 19:47:50.700000+00:00\n",
      "\t\t 23 km ENE of Tyup, Kyrgyzstan \t 7.1  -  7.6 \t 134 km SE of Kuril’sk, Russia\n",
      "1977-04-21 04:24:09.600000+00:00 \t 0 days 04:34:56.500000 \t 1977-04-20 23:49:13.100000+00:00\n",
      "\t\t 103 km SE of Honiara, Solomon Islands \t 7.5  -  7.5 \t 105 km ESE of Honiara, Solomon Islands\n",
      "1977-04-20 23:49:13.100000+00:00 \t 0 days 00:06:22.600000 \t 1977-04-20 23:42:50.500000+00:00\n",
      "\t\t 105 km ESE of Honiara, Solomon Islands \t 7.5  -  7.5 \t 66 km SE of Honiara, Solomon Islands\n",
      "1976-07-28 10:45:35.200000+00:00 \t 0 days 15:02:40.600000 \t 1976-07-27 19:42:54.600000+00:00\n",
      "\t\t 6 km SW of Linxi, China \t 7.4  -  7.5 \t 17 km NE of Penguanzhuang, China\n",
      "1975-07-20 19:54:27.700000+00:00 \t 0 days 05:16:47.800000 \t 1975-07-20 14:37:39.900000+00:00\n",
      "\t\t 94 km SSW of Panguna, Papua New Guinea \t 7.7  -  7.9 \t 56 km WSW of Panguna, Papua New Guinea\n",
      "1974-02-01 03:12:33.100000+00:00 \t 0 days 03:42:27.800000 \t 1974-01-31 23:30:05.300000+00:00\n",
      "\t\t 118 km S of Panguna, Papua New Guinea \t 7.1  -  7.0 \t 126 km NW of Gizo, Solomon Islands\n",
      "1973-12-29 00:19:31.100000+00:00 \t 0 days 10:37:45.300000 \t 1973-12-28 13:41:45.800000+00:00\n",
      "\t\t 20 km WSW of Port-Olry, Vanuatu \t 7.2  -  7.5 \t 81 km NW of Port-Olry, Vanuatu\n",
      "1972-01-25 03:41:24.780000+00:00 \t 0 days 01:35:00.150000 \t 1972-01-25 02:06:24.630000+00:00\n",
      "\t\t 103 km SSE of Hualien City, Taiwan \t 7.11  -  7.3 \t 163 km SSE of Hualien City, Taiwan\n",
      "1969-02-11 22:16:13.050000+00:00 \t 0 days 23:18:06.590000 \t 1969-02-10 22:58:06.460000+00:00\n",
      "\t\t 187 km N of Baukau, Timor Leste \t 7.22  -  7.22 \t south of the Fiji Islands\n",
      "1968-08-02 14:06:43.710000+00:00 \t 0 days 17:47:20.890000 \t 1968-08-01 20:19:22.820000+00:00\n",
      "\t\t 10 km SW of La Humedad, Mexico \t 7.3  -  7.6 \t 32 km SE of Minuri, Philippines\n",
      "1968-05-20 21:09:46.320000+00:00 \t 0 days 13:56:37.260000 \t 1968-05-20 07:13:09.060000+00:00\n",
      "\t\t 189 km ESE of Kuril’sk, Russia \t 7.04  -  7.0 \t Kermadec Islands, New Zealand\n",
      "1968-05-16 10:39:02.530000+00:00 \t 0 days 09:50:00.460000 \t 1968-05-16 00:49:02.070000+00:00\n",
      "\t\t 101 km SSE of Shizunai-furukawach?, Japan \t 7.9  -  8.2 \t 168 km ENE of Hachinohe, Japan\n",
      "1966-12-31 22:15:19.180000+00:00 \t 0 days 03:52:09.750000 \t 1966-12-31 18:23:09.430000+00:00\n",
      "\t\t 192 km SSE of Lata, Solomon Islands \t 7.13  -  7.8 \t 172 km SSE of Lata, Solomon Islands\n",
      "1965-08-11 22:31:51.450000+00:00 \t 0 days 18:50:52.880000 \t 1965-08-11 03:40:58.570000+00:00\n",
      "\t\t 38 km SSW of Luganville, Vanuatu \t 7.6  -  7.2 \t 21 km WNW of Luganville, Vanuatu\n",
      "1965-02-04 08:40:44.070000+00:00 \t 0 days 03:39:22.070000 \t 1965-02-04 05:01:22+00:00\n",
      "\t\t 264 km WSW of Adak, Alaska \t 7.34  -  8.7 \t Rat Islands, Aleutian Islands, Alaska\n",
      "1963-10-13 05:17:59+00:00 \t 0 days 17:50:58.490000 \t 1963-10-12 11:27:00.510000+00:00\n",
      "\t\t 132 km ESE of Kuril’sk, Russia \t 8.5  -  7.0 \t 124 km ESE of Kuril’sk, Russia\n",
      "1963-04-16 01:55:13.430000+00:00 \t 0 days 00:25:49.930000 \t 1963-04-16 01:29:23.500000+00:00\n",
      "\t\t 204 km SSE of Sofifi, Indonesia \t 7.07  -  7.13 \t 197 km SSE of Sofifi, Indonesia\n",
      "1961-09-01 00:09:39.060000+00:00 \t 0 days 22:20:59.770000 \t 1961-08-31 01:48:39.290000+00:00\n",
      "\t\t South Sandwich Islands region \t 7.3  -  7.2 \t 149 km WNW of Iñapari, Peru\n",
      "1961-01-16 12:12:30.610000+00:00 \t 0 days 04:52:17.050000 \t 1961-01-16 07:20:13.560000+00:00\n",
      "\t\t 104 km ENE of Hasaki, Japan \t 7.03  -  7.2 \t 93 km ENE of Hasaki, Japan\n",
      "1960-05-22 19:11:20+00:00 \t 0 days 00:15:18 \t 1960-05-22 18:56:02+00:00\n",
      "\t\t 1960 Great Chilean Earthquake (Valdivia Earthquake) \t 9.5  -  7.8 \t 38 km WNW of Traiguén, Chile\n",
      "1960-05-22 18:56:02+00:00 \t 0 days 08:25:17.650000 \t 1960-05-22 10:30:44.350000+00:00\n",
      "\t\t 38 km WNW of Traiguén, Chile \t 7.8  -  7.14 \t 26 km W of Angol, Chile\n",
      "1959-08-18 06:37:20.430000+00:00 \t 0 days 09:32:31.820000 \t 1959-08-17 21:04:48.610000+00:00\n",
      "\t\t 17 km ESE of West Yellowstone, Montana \t 7.2  -  7.01 \t 67 km WNW of Gizo, Solomon Islands\n",
      "1957-04-25 02:25:41.160000+00:00 \t 0 days 07:15:27.290000 \t 1957-04-24 19:10:13.870000+00:00\n",
      "\t\t 34 km S of Sarigerme, Turkey \t 7.3  -  7.1 \t 27 km SSE of Sarigerme, Turkey\n",
      "1953-03-19 08:27:52.920000+00:00 \t 0 days 13:21:35.180000 \t 1953-03-18 19:06:17.740000+00:00\n",
      "\t\t 18 km WSW of Soufrière, Saint Lucia \t 7.3  -  7.3 \t 7 km N of Gönen, Turkey\n",
      "1951-11-24 18:50:24.400000+00:00 \t 0 days 00:03:06.100000 \t 1951-11-24 18:47:18.300000+00:00\n",
      "\t\t Taiwan \t 7.81  -  7.34 \t 81 km E of Yujing, Taiwan\n",
      "1951-10-22 03:29:35.570000+00:00 \t 0 days 05:55:14.030000 \t 1951-10-21 21:34:21.540000+00:00\n",
      "\t\t 27 km WSW of Hualien City, Taiwan \t 7.23  -  7.48 \t 58 km SSW of Hualien City, Taiwan\n",
      "1950-12-14 14:15:54.820000+00:00 \t 0 days 12:23:00.590000 \t 1950-12-14 01:52:54.230000+00:00\n",
      "\t\t 0 km SW of Igualapa, Mexico \t 7.1  -  7.8 \t 159 km W of Pangai, Tonga\n",
      "1950-08-15 14:09:34+00:00 \t 0 days 15:18:07.780000 \t 1950-08-14 22:51:26.220000+00:00\n",
      "\t\t 1950 Assam-Tibet Earthquake \t 8.6  -  7.1 \t 44 km WNW of Quimilí, Argentina\n",
      "1949-12-17 15:07:57.660000+00:00 \t 0 days 08:14:25.420000 \t 1949-12-17 06:53:32.240000+00:00\n",
      "\t\t 109 km SSE of Punta Arenas, Chile \t 7.58  -  7.69 \t 123 km W of Río Grande, Argentina\n",
      "1946-12-21 10:18:47.760000+00:00 \t 0 days 14:59:37.110000 \t 1946-12-20 19:19:10.650000+00:00\n",
      "\t\t 134 km E of Shikotan, Russia \t 7.2  -  8.3 \t 68 km S of Shing?, Japan\n",
      "1946-09-12 15:20:25.730000+00:00 \t 0 days 00:03:01.490000 \t 1946-09-12 15:17:24.240000+00:00\n",
      "\t\t Myanmar \t 7.64  -  7.07 \t 129 km ENE of Mawlaik, Myanmar\n",
      "1944-05-25 12:58:10.900000+00:00 \t 0 days 11:51:31.540000 \t 1944-05-25 01:06:39.360000+00:00\n",
      "\t\t 195 km E of Kavieng, Papua New Guinea \t 7.26  -  7.3 \t Fiji region\n",
      "1943-06-09 03:06:18.520000+00:00 \t 0 days 06:23:35.240000 \t 1943-06-08 20:42:43.280000+00:00\n",
      "\t\t 26 km S of Sijunjung, Indonesia \t 7.73  -  7.38 \t 78 km NNW of Curup, Indonesia\n",
      "1940-04-16 06:43:10.490000+00:00 \t 0 days 00:35:22.720000 \t 1940-04-16 06:07:47.770000+00:00\n",
      "\t\t 24 km E of Attu Station, Alaska \t 7.05  -  7.04 \t 80 km SSE of Attu Station, Alaska\n",
      "1939-12-21 21:00:45.010000+00:00 \t 0 days 00:05:52.080000 \t 1939-12-21 20:54:52.930000+00:00\n",
      "\t\t 68 km SSW of Gorontalo, Indonesia \t 8.1  -  7.59 \t 4 km WNW of Atenas, Costa Rica\n",
      "1938-11-06 21:38:47.220000+00:00 \t 0 days 12:44:51.920000 \t 1938-11-06 08:53:55.300000+00:00\n",
      "\t\t 141 km ESE of Namie, Japan \t 7.6  -  7.7 \t 116 km E of Namie, Japan\n",
      "1938-11-06 08:53:55.300000+00:00 \t 0 days 22:03:37.200000 \t 1938-11-05 10:50:18.100000+00:00\n",
      "\t\t 116 km E of Namie, Japan \t 7.7  -  7.7 \t 116 km ESE of Namie, Japan\n",
      "1938-11-05 10:50:18.100000+00:00 \t 0 days 02:06:53.870000 \t 1938-11-05 08:43:24.230000+00:00\n",
      "\t\t 116 km ESE of Namie, Japan \t 7.7  -  7.8 \t 105 km E of Iwaki, Japan\n",
      "1938-06-10 09:53:43.600000+00:00 \t 0 days 14:38:33.280000 \t 1938-06-09 19:15:10.320000+00:00\n",
      "\t\t 35 km N of Hirara, Japan \t 7.66  -  7.08 \t 170 km WNW of Ambon, Indonesia\n",
      "1938-05-23 08:21:51.080000+00:00 \t 0 days 01:03:20.580000 \t 1938-05-23 07:18:30.500000+00:00\n",
      "\t\t 41 km W of Pagsanahan Norte, Philippines \t 7.07  -  7.7 \t 69 km ESE of Kitaibaraki, Japan\n",
      "1935-12-15 07:07:54.140000+00:00 \t 0 days 09:02:27.920000 \t 1935-12-14 22:05:26.220000+00:00\n",
      "\t\t 56 km W of Kirakira, Solomon Islands \t 7.6  -  7.31 \t 4 km SSW of Puerto Madero, Mexico\n",
      "1935-09-20 05:23:10.810000+00:00 \t 0 days 03:36:27.350000 \t 1935-09-20 01:46:43.460000+00:00\n",
      "\t\t 55 km NNW of Ambunti, Papua New Guinea \t 7.02  -  7.83 \t New Guinea, Papua New Guinea\n",
      "1934-07-18 19:40:20.150000+00:00 \t 0 days 18:03:48.770000 \t 1934-07-18 01:36:31.380000+00:00\n",
      "\t\t 138 km SSE of Lata, Solomon Islands \t 7.7  -  7.5 \t 44 km ESE of Burica, Panama\n",
      "1923-09-02 02:46:41.720000+00:00 \t 0 days 23:48:06.450000 \t 1923-09-01 02:58:35.270000+00:00\n",
      "\t\t 5 km E of Tateyama, Japan \t 7.85  -  7.96 \t 5 km SSE of ?iso, Japan\n",
      "1923-02-03 18:42:58.520000+00:00 \t 0 days 02:41:08.520000 \t 1923-02-03 16:01:50+00:00\n",
      "\t\t 77 km ESE of Mil’kovo, Russia \t 7.3  -  8.4 \t 121 km ESE of Mil’kovo, Russia\n",
      "1919-03-02 11:45:15.190000+00:00 \t 0 days 08:18:39.580000 \t 1919-03-02 03:26:35.610000+00:00\n",
      "\t\t 13 km ENE of Trevelin, Argentina \t 7.18  -  7.28 \t Off the coast of Los Lagos, Chile\n",
      "1919-01-01 03:00:34.460000+00:00 \t 0 days 01:26:44.200000 \t 1919-01-01 01:33:50.260000+00:00\n",
      "\t\t Fiji region \t 7.8  -  7.21 \t 22 km ESE of Bobon, Philippines\n",
      "1917-07-29 21:52:31.640000+00:00 \t 0 days 07:20:08.240000 \t 1917-07-29 14:32:23.400000+00:00\n",
      "\t\t 93 km SW of Aitape, Papua New Guinea \t 7.45  -  7.11 \t 169 km SE of Shizunai-furukawach?, Japan\n",
      "1916-01-13 08:20:47.050000+00:00 \t 0 days 02:02:11.870000 \t 1916-01-13 06:18:35.180000+00:00\n",
      "\t\t 36 km NNE of Nabire, Indonesia \t 7.66  -  7.0 \t 27 km NE of Nabire, Indonesia\n",
      "1914-10-03 22:07:06.510000+00:00 \t 0 days 04:44:56.570000 \t 1914-10-03 17:22:09.940000+00:00\n",
      "\t\t 15 km WSW of Burdur, Turkey \t 7.06  -  7.04 \t 92 km E of Beauséjour, Guadeloupe\n",
      "1912-07-07 07:57:39.750000+00:00 \t 0 days 00:00:39.750000 \t 1912-07-07 07:57:00+00:00\n",
      "\t\t 46 km ESE of Denali Park, Alaska \t 7.27  -  7.2 \t 26 km W of Paxson, Alaska\n",
      "1910-09-09 01:13:18+00:00 \t 0 days 00:00:01.020000 \t 1910-09-09 01:13:16.980000+00:00\n",
      "\t\t Rat Islands, Aleutian Islands, Alaska \t 7.0  -  7.02 \t 101 km S of Adak, Alaska\n",
      "1909-12-09 23:28:45.020000+00:00 \t 0 days 07:54:36.780000 \t 1909-12-09 15:34:08.240000+00:00\n",
      "\t\t 98 km SSE of Inarajan Village, Guam \t 7.01  -  7.04 \t 84 km SE of Honiara, Solomon Islands\n",
      "1909-04-10 19:36:00+00:00 \t 0 days 00:01:08.270000 \t 1909-04-10 19:34:51.730000+00:00\n",
      "\t\t 155 km SE of Attu Station, Alaska \t 7.0  -  7.01 \t 167 km WSW of Attu Station, Alaska\n",
      "1909-03-13 14:28:59.850000+00:00 \t 0 days 15:10:21.030000 \t 1909-03-12 23:18:38.820000+00:00\n",
      "\t\t 150 km ESE of Hasaki, Japan \t 7.11  -  7.03 \t 82 km ENE of Hasaki, Japan\n",
      "1908-03-27 03:47:23.710000+00:00 \t 0 days 04:43:53.410000 \t 1908-03-26 23:03:30.300000+00:00\n",
      "\t\t 15 km SSW of Colonia Luces en el Mar, Mexico \t 7.18  -  7.46 \t 6 km S of Copala, Mexico\n",
      "1907-09-02 16:01:30.840000+00:00 \t 0 days 00:00:30.840000 \t 1907-09-02 16:01:00+00:00\n",
      "\t\t 151 km S of Attu Station, Alaska \t 7.37  -  7.4 \t 235 km W of Attu Station, Alaska\n",
      "1907-04-18 23:52:34.580000+00:00 \t 0 days 02:52:41.060000 \t 1907-04-18 20:59:53.520000+00:00\n",
      "\t\t 70 km NE of Sabang Indan, Philippines \t 7.44  -  7.52 \t 7 km N of Luklukan, Philippines\n",
      "1906-12-23 17:22:00+00:00 \t 0 days 00:00:27.470000 \t 1906-12-23 17:21:32.530000+00:00\n",
      "\t\t 19 km ESE of Akhiok, Alaska \t 7.3  -  7.03 \t 153 km SE of Halibut Cove, Alaska\n",
      "1906-12-23 17:21:32.530000+00:00 \t 0 days 23:00:19.730000 \t 1906-12-22 18:21:12.800000+00:00\n",
      "\t\t 153 km SE of Halibut Cove, Alaska \t 7.03  -  7.95 \t 95 km WSW of Shihezi, China\n",
      "1906-08-17 00:40:04.250000+00:00 \t 0 days 00:28:53.750000 \t 1906-08-17 00:11:10.500000+00:00\n",
      "\t\t 16 km WNW of La Ligua, Chile \t 8.2  -  8.3 \t Rat Islands, Aleutian Islands, Alaska\n",
      "1905-09-15 06:02:20.960000+00:00 \t 0 days 00:00:20.960000 \t 1905-09-15 06:02:00+00:00\n",
      "\t\t off the east coast of the Kamchatka Peninsula, Russia \t 7.84  -  7.4 \t 188 km E of Atka, Alaska\n",
      "1905-03-22 03:38:44.300000+00:00 \t 0 days 00:00:44.300000 \t 1905-03-22 03:38:00+00:00\n",
      "\t\t 238 km WSW of Adak, Alaska \t 7.18  -  7.0 \t 207 km SSE of Attu Station, Alaska\n",
      "1905-02-14 08:46:34.490000+00:00 \t 0 days 00:00:34.490000 \t 1905-02-14 08:46:00+00:00\n",
      "\t\t 5 km WNW of Adak, Alaska \t 7.59  -  7.3 \t 184 km SW of Adak, Alaska\n",
      "1904-06-25 21:00:38.720000+00:00 \t 0 days 06:14:59.580000 \t 1904-06-25 14:45:39.140000+00:00\n",
      "\t\t 115 km ESE of Petropavlovsk-Kamchatsky, Russia \t 7.7  -  7.5 \t 274 km SE of Petropavlovsk-Kamchatsky, Russia\n",
      "1902-01-01 05:20:30+00:00 \t 0 days 20:18:00 \t 1901-12-31 09:02:30+00:00\n",
      "\t\t 113 km ESE of Nikolski, Alaska \t 7.0  -  7.1 \t 221 km SW of Nikolski, Alaska\n",
      "1901-12-31 09:02:30+00:00 \t 0 days 10:28:30 \t 1901-12-30 22:34:00+00:00\n",
      "\t\t 221 km SW of Nikolski, Alaska \t 7.1  -  7.0 \t south of Alaska\n"
     ]
    }
   ],
   "source": [
    "for index,date in enumerate(data[\"time\"]):\n",
    " if index<len(data[\"time\"])-1:\n",
    "   dt = date-data[\"time\"][index+1]\n",
    "   if dt<timedelta(days=1):\n",
    "        print(data[\"time\"][index],\"\\t\",dt,\"\\t\",data[\"time\"][index+1])\n",
    "        print(\"\\t\\t\",data[\"place\"][index], \"\\t\",data[\"mag\"][index],\" - \",data[\"mag\"][index+1],\"\\t\",data[\"place\"][index+1])\n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "76eb99b6-d564-4694-a251-2c9c5e12c699",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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