\n",
+ " \n",
+ " 0 | \n",
+ " 1.0 | \n",
+ " Grasberg Mine- Grasberg mine workers extend st... | \n",
+ " Media sources indicate that workers at the Gra... | \n",
+ " Moderate | \n",
+ " Mine Workers Strike | \n",
+ " Indonesia | \n",
+ " 28/5/17 17:08 | \n",
+ " 2017.0 | \n",
+ " -4.05608 | \n",
+ " 137.11302 | \n",
+ " False | \n",
+ " ['freeport'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 5.0 | \n",
+ " 21.0 | \n",
+ " Grasberg Mine- Grasberg mine workers extend st... | \n",
+ " [(Grasberg, GPE), (a fourth month, DATE), (Gra... | \n",
+ "
\n",
+ " \n",
+ " 1 | \n",
+ " 2.0 | \n",
+ " Indonesia: Undersea internet cables damaged by... | \n",
+ " News sources are stating that recent typhoons ... | \n",
+ " Minor | \n",
+ " Travel Warning | \n",
+ " Indonesia | \n",
+ " 4/9/17 14:30 | \n",
+ " 2017.0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " False | \n",
+ " ['hong kong'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 4.0 | \n",
+ " 14.0 | \n",
+ " Indonesia: Undersea internet cables damaged by... | \n",
+ " [(Hong Kong, GPE), (four, CARDINAL), (South-Ea... | \n",
+ "
\n",
+ " \n",
+ " 2 | \n",
+ " 3.0 | \n",
+ " Shanghai port congestion impacts terminals in ... | \n",
+ " The persisting port congestion at Shanghai’s Y... | \n",
+ " Minor | \n",
+ " Port Congestion | \n",
+ " China | \n",
+ " 27/4/17 9:16 | \n",
+ " 2017.0 | \n",
+ " 29.52000 | \n",
+ " 121.33190 | \n",
+ " True | \n",
+ " ['ningbo', 'qingdao', 'shanghai'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 4.0 | \n",
+ " 17.0 | \n",
+ " Shanghai port congestion impacts terminals in ... | \n",
+ " [(Shanghai, GPE), (Yangshan, GPE), (China, GPE... | \n",
+ "
\n",
+ " \n",
+ " 3 | \n",
+ " 4.0 | \n",
+ " UPDATE - Indonesia: Explosion at KP Terminal i... | \n",
+ " Updated local media sources from Jakarta indic... | \n",
+ " Extreme | \n",
+ " Bombing, Police Operations | \n",
+ " Indonesia | \n",
+ " 24/5/17 15:15 | \n",
+ " 2017.0 | \n",
+ " -6.22465 | \n",
+ " 106.86700 | \n",
+ " True | \n",
+ " ['jakarta'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 5.0 | \n",
+ " 21.0 | \n",
+ " UPDATE - Indonesia: Explosion at KP Terminal i... | \n",
+ " [(Jakarta, GPE), (at least one, CARDINAL)] | \n",
+ "
\n",
+ " \n",
+ " 4 | \n",
+ " 5.0 | \n",
+ " UPDATE - Indonesia: Police confirm two explosi... | \n",
+ " According to local police in Jakarta, two expl... | \n",
+ " Extreme | \n",
+ " Bombing, Police Operations | \n",
+ " Indonesia | \n",
+ " 24/5/17 16:20 | \n",
+ " 2017.0 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " True | \n",
+ " ['jakarta'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 5.0 | \n",
+ " 21.0 | \n",
+ " UPDATE - Indonesia: Police confirm two explosi... | \n",
+ " [(Jakarta, GPE), (two, CARDINAL), (the Termina... | \n",
+ "
\n",
+ " \n",
+ " 5 | \n",
+ " 6.0 | \n",
+ " UPDATE - Indonesia: Severe winds damage infras... | \n",
+ " Severe winds have downed billboards and trees ... | \n",
+ " Moderate | \n",
+ " Roadway Closure / Disruption, Flooding, Severe... | \n",
+ " Indonesia | \n",
+ " 19/4/17 9:10 | \n",
+ " 2017.0 | \n",
+ " -6.91264 | \n",
+ " 107.65700 | \n",
+ " False | \n",
+ " ['jakarta'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 4.0 | \n",
+ " 16.0 | \n",
+ " UPDATE - Indonesia: Severe winds damage infras... | \n",
+ " [(Bandung, GPE), (Wednesday, DATE), (afternoon... | \n",
+ "
\n",
+ " \n",
+ " 6 | \n",
+ " 7.0 | \n",
+ " 1 dead in warehouse robbery in San Fernando, V... | \n",
+ " Local media sources indicated on October 29 th... | \n",
+ " Minor | \n",
+ " Cargo/Warehouse Theft | \n",
+ " Argentina | \n",
+ " 30/10/18 21:18 | \n",
+ " 2018.0 | \n",
+ " -34.45943 | \n",
+ " -58.54336 | \n",
+ " False | \n",
+ " ['victoria'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 10.0 | \n",
+ " 44.0 | \n",
+ " 1 dead in warehouse robbery in San Fernando, V... | \n",
+ " [(October 29, DATE), (three, CARDINAL), (Mille... | \n",
+ "
\n",
+ " \n",
+ " 7 | \n",
+ " 8.0 | \n",
+ " 116 miles W of Changzhou - No casualties repor... | \n",
+ " Tropical Storm Rumbia had dissipated after tra... | \n",
+ " Moderate | \n",
+ " Tropical Cyclone / Storm | \n",
+ " China | \n",
+ " 15/8/18 3:07 | \n",
+ " 2018.0 | \n",
+ " 31.60000 | \n",
+ " 118.00000 | \n",
+ " False | \n",
+ " ['changzhou'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 8.0 | \n",
+ " 33.0 | \n",
+ " 116 miles W of Changzhou - No casualties repor... | \n",
+ " [(Changzhou, GPE), (China, GPE), (dozens, CARD... | \n",
+ "
\n",
+ " \n",
+ " 8 | \n",
+ " 9.0 | \n",
+ " 134 miles SE of Hong Kong - TD Yutu has dissip... | \n",
+ " Tropical Depression Yutu, also referred to as ... | \n",
+ " Moderate | \n",
+ " Storm | \n",
+ " China | \n",
+ " 21/10/18 15:05 | \n",
+ " 2018.0 | \n",
+ " 21.20000 | \n",
+ " 116.00000 | \n",
+ " False | \n",
+ " ['hong kong'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 10.0 | \n",
+ " 42.0 | \n",
+ " 134 miles SE of Hong Kong - TD Yutu has dissip... | \n",
+ " [(Tropical Depression Yutu, EVENT), (Rosita, O... | \n",
+ "
\n",
+ " \n",
+ " 9 | \n",
+ " 10.0 | \n",
+ " 14 miles NE of Jakarta - A magnitude 4.5 earth... | \n",
+ " A magnitude 4.5 earthquake was detected 14 mil... | \n",
+ " Moderate | \n",
+ " Earthquake | \n",
+ " Indonesia | \n",
+ " 24/9/18 18:33 | \n",
+ " 2018.0 | \n",
+ " -6.10000 | \n",
+ " 107.02000 | \n",
+ " False | \n",
+ " ['jakarta'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 9.0 | \n",
+ " 39.0 | \n",
+ " 14 miles NE of Jakarta - A magnitude 4.5 earth... | \n",
+ " [(4.5, CARDINAL), (14 miles, QUANTITY), (Jakar... | \n",
+ "
\n",
+ " \n",
+ " 10 | \n",
+ " 11.0 | \n",
+ " 17 miles SW of Batangas - A magnitude 5.5 eart... | \n",
+ " Multiple sources report that a magnitude 5.5 e... | \n",
+ " Moderate | \n",
+ " Earthquake | \n",
+ " Philippines | \n",
+ " 31/8/18 15:04 | \n",
+ " 2018.0 | \n",
+ " 13.55600 | \n",
+ " 120.90300 | \n",
+ " False | \n",
+ " ['batangas'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 8.0 | \n",
+ " 35.0 | \n",
+ " 17 miles SW of Batangas - A magnitude 5.5 eart... | \n",
+ " [(5.5, CARDINAL), (the Batangas Bay, LOC), (ap... | \n",
+ "
\n",
+ " \n",
+ " 11 | \n",
+ " 12.0 | \n",
+ " 185 miles ENE of Norfolk - Michael is a Post-T... | \n",
+ " Post-Tropical Cyclone Michael is approximately... | \n",
+ " Severe | \n",
+ " Tropical Cyclone / Storm | \n",
+ " United States | \n",
+ " 6/10/18 22:15 | \n",
+ " 2018.0 | \n",
+ " 38.00000 | \n",
+ " -73.10000 | \n",
+ " False | \n",
+ " ['virginia'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 6.0 | \n",
+ " 23.0 | \n",
+ " 185 miles ENE of Norfolk - Michael is a Post-T... | \n",
+ " [(approximately 185 miles, QUANTITY), (Norfolk... | \n",
+ "
\n",
+ " \n",
+ " 12 | \n",
+ " 13.0 | \n",
+ " 2 dead and 1 injured in Guangzhou shipyard acc... | \n",
+ " Industry sources indicate on September 11 that... | \n",
+ " Minor | \n",
+ " Workplace Accident | \n",
+ " China | \n",
+ " 11/9/18 18:30 | \n",
+ " 2018.0 | \n",
+ " 23.08090 | \n",
+ " 113.41206 | \n",
+ " False | \n",
+ " ['guangzhou'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 11.0 | \n",
+ " 45.0 | \n",
+ " 2 dead and 1 injured in Guangzhou shipyard acc... | \n",
+ " [(September 11, DATE), (2, CARDINAL), (1, CARD... | \n",
+ "
\n",
+ " \n",
+ " 13 | \n",
+ " 14.0 | \n",
+ " 2 miles E of Chesterfield - A tornado has touc... | \n",
+ " Government sources are reporting a tornado has... | \n",
+ " Minor | \n",
+ " Tornado | \n",
+ " United States | \n",
+ " 17/9/18 19:55 | \n",
+ " 2018.0 | \n",
+ " 37.51000 | \n",
+ " -77.61000 | \n",
+ " False | \n",
+ " ['virginia'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 9.0 | \n",
+ " 38.0 | \n",
+ " 2 miles E of Chesterfield - A tornado has touc... | \n",
+ " [(two miles, QUANTITY), (Chesterfield, GPE), (... | \n",
+ "
\n",
+ " \n",
+ " 14 | \n",
+ " 15.0 | \n",
+ " 2,500 offshore oil workers threaten to go on s... | \n",
+ " Media sources are informing on September 24 th... | \n",
+ " Minor | \n",
+ " Industrial Action | \n",
+ " United Kingdom | \n",
+ " 24/9/18 15:49 | \n",
+ " 2018.0 | \n",
+ " 51.51968 | \n",
+ " -0.12027 | \n",
+ " False | \n",
+ " ['london'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 9.0 | \n",
+ " 39.0 | \n",
+ " 2,500 offshore oil workers threaten to go on s... | \n",
+ " [(September 24, DATE), (Unite the Union, ORG),... | \n",
+ "
\n",
+ " \n",
+ " 15 | \n",
+ " 16.0 | \n",
+ " 23 miles ESE of Taichung City- A magnitude 4.5... | \n",
+ " A magnitude 4.5 earthquake was detected in cen... | \n",
+ " Moderate | \n",
+ " Earthquake | \n",
+ " Taiwan | \n",
+ " 17/8/18 10:40 | \n",
+ " 2018.0 | \n",
+ " 24.02000 | \n",
+ " 121.03000 | \n",
+ " False | \n",
+ " ['taichung'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 8.0 | \n",
+ " 33.0 | \n",
+ " 23 miles ESE of Taichung City- A magnitude 4.5... | \n",
+ " [(4.5, CARDINAL), (Taiwan, GPE), (approximatel... | \n",
+ "
\n",
+ " \n",
+ " 16 | \n",
+ " 17.0 | \n",
+ " 24 hour pier hold in effect at Port of Durban | \n",
+ " Industry sources indicate on August 31 that th... | \n",
+ " Minor | \n",
+ " Port Congestion | \n",
+ " South Africa | \n",
+ " 31/8/18 18:07 | \n",
+ " 2018.0 | \n",
+ " -29.86875 | \n",
+ " 31.03305 | \n",
+ " True | \n",
+ " ['durban'] | \n",
+ " 1.0 | \n",
+ " False | \n",
+ " 8.0 | \n",
+ " 35.0 | \n",
+ " 24 hour pier hold in effect at Port of Durban ... | \n",
+ " [(August 31, DATE), (the Port of Durban, FAC),... | \n",
+ "
\n",
+ " \n",
+ " 17 | \n",
+ " 18.0 | \n",
+ " 25 miles SSE of Jackson Gordon continues to ... | \n",
+ " Tropical Depression Gordon continues to weaken... | \n",
+ " Moderate | \n",
+ " Storm | \n",
+ " United States | \n",
+ " 2/9/18 21:13 | \n",
+ " 2018.0 | \n",
+ " 32.00000 | \n",
+ " -89.90000 | \n",
+ " False | \n",
+ " ['long beach'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 2.0 | \n",
+ " 6.0 | \n",
+ " 25 miles SSE of Jackson Gordon continues to ... | \n",
+ " [(Tropical Depression Gordon, ORG), (30 miles ... | \n",
+ "
\n",
+ " \n",
+ " 18 | \n",
+ " 19.0 | \n",
+ " 270 kilograms of heroin discovered in containe... | \n",
+ " Local media sources indicated on November 8 th... | \n",
+ " Moderate | \n",
+ " Public Safety / Security | \n",
+ " Italy | \n",
+ " 14/11/18 22:24 | \n",
+ " 2018.0 | \n",
+ " 44.40420 | \n",
+ " 8.89000 | \n",
+ " True | \n",
+ " ['genoa'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 11.0 | \n",
+ " 46.0 | \n",
+ " 270 kilograms of heroin discovered in containe... | \n",
+ " [(November 8, DATE), (270 kilograms, QUANTITY)... | \n",
+ "
\n",
+ " \n",
+ " 19 | \n",
+ " 20.0 | \n",
+ " 33 miles SE of Valencia A magnitude 4.0 earthq... | \n",
+ " The European-Mediterranean Seismological Centr... | \n",
+ " Moderate | \n",
+ " Earthquake | \n",
+ " Spain | \n",
+ " 17/10/18 6:06 | \n",
+ " 2018.0 | \n",
+ " 39.23000 | \n",
+ " 0.16000 | \n",
+ " False | \n",
+ " ['valencia'] | \n",
+ " 1.0 | \n",
+ " True | \n",
+ " 10.0 | \n",
+ " 42.0 | \n",
+ " 33 miles SE of Valencia A magnitude 4.0 earthq... | \n",
+ " [(The European-Mediterranean Seismological Cen... | \n",
+ "
\n",
+ " \n",
+ "