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kalxas/GeoPandas.ipynb

Created March 13, 2019 23:12
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daily-minimum-temperatures-in-me.csv
We can make this file beautiful and searchable if this error is corrected: Any value after quoted field isn't allowed in line 1.
"Date";"Daily minimum temperatures in Melbourne, Australia, 1981-1990"
"1981-01-01";20.7
"1981-01-02";17.9
"1981-01-03";18.8
"1981-01-04";14.6
"1981-01-05";15.8
"1981-01-06";15.8
"1981-01-07";15.8
"1981-01-08";17.4
"1981-01-09";21.8
"1981-01-10";20.0
"1981-01-11";16.2
"1981-01-12";13.3
"1981-01-13";16.7
"1981-01-14";21.5
"1981-01-15";25.0
"1981-01-16";20.7
"1981-01-17";20.6
"1981-01-18";24.8
"1981-01-19";17.7
"1981-01-20";15.5
"1981-01-21";18.2
"1981-01-22";12.1
"1981-01-23";14.4
"1981-01-24";16.0
"1981-01-25";16.5
"1981-01-26";18.7
"1981-01-27";19.4
"1981-01-28";17.2
"1981-01-29";15.5
"1981-01-30";15.1
"1981-01-31";15.4
"1981-02-01";15.3
"1981-02-02";18.8
"1981-02-03";21.9
"1981-02-04";19.9
"1981-02-05";16.6
"1981-02-06";16.8
"1981-02-07";14.6
"1981-02-08";17.1
"1981-02-09";25.0
"1981-02-10";15.0
"1981-02-11";13.7
"1981-02-12";13.9
"1981-02-13";18.3
"1981-02-14";22.0
"1981-02-15";22.1
"1981-02-16";21.2
"1981-02-17";18.4
"1981-02-18";16.6
"1981-02-19";16.1
"1981-02-20";15.7
"1981-02-21";16.6
"1981-02-22";16.5
"1981-02-23";14.4
"1981-02-24";14.4
"1981-02-25";18.5
"1981-02-26";16.9
"1981-02-27";17.5
"1981-02-28";21.2
"1981-03-01";17.8
"1981-03-02";18.6
"1981-03-03";17.0
"1981-03-04";16.0
"1981-03-05";13.3
"1981-03-06";14.3
"1981-03-07";11.4
"1981-03-08";16.3
"1981-03-09";16.1
"1981-03-10";11.8
"1981-03-11";12.2
"1981-03-12";14.7
"1981-03-13";11.8
"1981-03-14";11.3
"1981-03-15";10.6
"1981-03-16";11.7
"1981-03-17";14.2
"1981-03-18";11.2
"1981-03-19";16.9
"1981-03-20";16.7
"1981-03-21";8.1
"1981-03-22";8.0
"1981-03-23";8.8
"1981-03-24";13.4
"1981-03-25";10.9
"1981-03-26";13.4
"1981-03-27";11.0
"1981-03-28";15.0
"1981-03-29";15.7
"1981-03-30";14.5
"1981-03-31";15.8
"1981-04-01";16.7
"1981-04-02";16.8
"1981-04-03";17.5
"1981-04-04";17.1
"1981-04-05";18.1
"1981-04-06";16.6
"1981-04-07";10.0
"1981-04-08";14.9
"1981-04-09";15.9
"1981-04-10";13.0
"1981-04-11";7.6
"1981-04-12";11.5
"1981-04-13";13.5
"1981-04-14";13.0
"1981-04-15";13.3
"1981-04-16";12.1
"1981-04-17";12.4
"1981-04-18";13.2
"1981-04-19";13.8
"1981-04-20";10.6
"1981-04-21";9.0
"1981-04-22";10.0
"1981-04-23";9.8
"1981-04-24";11.5
"1981-04-25";8.9
"1981-04-26";7.4
"1981-04-27";9.9
"1981-04-28";9.3
"1981-04-29";9.9
"1981-04-30";7.4
"1981-05-01";8.6
"1981-05-02";11.9
"1981-05-03";14.0
"1981-05-04";8.6
"1981-05-05";10.0
"1981-05-06";13.5
"1981-05-07";12.0
"1981-05-08";10.5
"1981-05-09";10.7
"1981-05-10";8.1
"1981-05-11";10.1
"1981-05-12";10.6
"1981-05-13";5.3
"1981-05-14";6.6
"1981-05-15";8.5
"1981-05-16";11.2
"1981-05-17";9.8
"1981-05-18";5.9
"1981-05-19";3.2
"1981-05-20";2.1
"1981-05-21";3.4
"1981-05-22";5.4
"1981-05-23";9.6
"1981-05-24";11.5
"1981-05-25";12.3
"1981-05-26";12.6
"1981-05-27";11.0
"1981-05-28";11.2
"1981-05-29";11.4
"1981-05-30";11.8
"1981-05-31";12.8
"1981-06-01";11.6
"1981-06-02";10.6
"1981-06-03";9.8
"1981-06-04";11.2
"1981-06-05";5.7
"1981-06-06";7.1
"1981-06-07";2.5
"1981-06-08";3.5
"1981-06-09";4.6
"1981-06-10";11.0
"1981-06-11";5.7
"1981-06-12";7.7
"1981-06-13";10.4
"1981-06-14";11.4
"1981-06-15";9.2
"1981-06-16";6.1
"1981-06-17";2.7
"1981-06-18";4.3
"1981-06-19";6.3
"1981-06-20";3.8
"1981-06-21";4.4
"1981-06-22";7.1
"1981-06-23";4.8
"1981-06-24";5.8
"1981-06-25";6.2
"1981-06-26";7.3
"1981-06-27";9.2
"1981-06-28";10.2
"1981-06-29";9.5
"1981-06-30";9.5
"1981-07-01";10.7
"1981-07-02";10.0
"1981-07-03";6.5
"1981-07-04";7.0
"1981-07-05";7.4
"1981-07-06";8.1
"1981-07-07";6.6
"1981-07-08";8.3
"1981-07-09";8.9
"1981-07-10";4.6
"1981-07-11";6.8
"1981-07-12";5.7
"1981-07-13";6.1
"1981-07-14";7.0
"1981-07-15";7.2
"1981-07-16";6.3
"1981-07-17";8.8
"1981-07-18";5.0
"1981-07-19";7.4
"1981-07-20";10.1
"1981-07-21";12.0
"1981-07-22";9.0
"1981-07-23";8.9
"1981-07-24";9.8
"1981-07-25";9.0
"1981-07-26";9.2
"1981-07-27";7.7
"1981-07-28";8.0
"1981-07-29";6.1
"1981-07-30";3.5
"1981-07-31";3.2
"1981-08-01";5.7
"1981-08-02";7.7
"1981-08-03";9.0
"1981-08-04";10.0
"1981-08-05";6.2
"1981-08-06";6.9
"1981-08-07";6.5
"1981-08-08";6.8
"1981-08-09";7.0
"1981-08-10";5.2
"1981-08-11";3.0
"1981-08-12";5.6
"1981-08-13";7.9
"1981-08-14";9.0
"1981-08-15";8.6
"1981-08-16";10.3
"1981-08-17";10.5
"1981-08-18";7.6
"1981-08-19";9.7
"1981-08-20";12.5
"1981-08-21";7.4
"1981-08-22";7.9
"1981-08-23";3.9
"1981-08-24";6.6
"1981-08-25";4.6
"1981-08-26";7.0
"1981-08-27";6.0
"1981-08-28";5.5
"1981-08-29";8.1
"1981-08-30";5.5
"1981-08-31";6.2
"1981-09-01";8.0
"1981-09-02";10.3
"1981-09-03";9.8
"1981-09-04";9.6
"1981-09-05";8.5
"1981-09-06";7.5
"1981-09-07";11.2
"1981-09-08";14.6
"1981-09-09";11.7
"1981-09-10";7.8
"1981-09-11";12.3
"1981-09-12";10.1
"1981-09-13";11.5
"1981-09-14";7.3
"1981-09-15";10.9
"1981-09-16";14.1
"1981-09-17";10.7
"1981-09-18";16.9
"1981-09-19";10.5
"1981-09-20";6.5
"1981-09-21";11.0
"1981-09-22";6.3
"1981-09-23";10.5
"1981-09-24";7.2
"1981-09-25";7.6
"1981-09-26";10.7
"1981-09-27";7.8
"1981-09-28";9.6
"1981-09-29";11.4
"1981-09-30";12.4
"1981-10-01";8.9
"1981-10-02";13.2
"1981-10-03";8.6
"1981-10-04";6.2
"1981-10-05";11.4
"1981-10-06";13.2
"1981-10-07";14.3
"1981-10-08";7.3
"1981-10-09";12.9
"1981-10-10";7.8
"1981-10-11";6.2
"1981-10-12";5.6
"1981-10-13";10.0
"1981-10-14";13.3
"1981-10-15";8.3
"1981-10-16";10.2
"1981-10-17";8.6
"1981-10-18";7.3
"1981-10-19";10.4
"1981-10-20";11.2
"1981-10-21";13.2
"1981-10-22";11.4
"1981-10-23";9.1
"1981-10-24";6.6
"1981-10-25";8.4
"1981-10-26";9.7
"1981-10-27";13.2
"1981-10-28";12.5
"1981-10-29";11.0
"1981-10-30";11.0
"1981-10-31";11.7
"1981-11-01";9.2
"1981-11-02";11.5
"1981-11-03";13.6
"1981-11-04";13.7
"1981-11-05";10.4
"1981-11-06";11.5
"1981-11-07";7.6
"1981-11-08";9.6
"1981-11-09";14.2
"1981-11-10";15.7
"1981-11-11";10.5
"1981-11-12";10.5
"1981-11-13";9.7
"1981-11-14";9.5
"1981-11-15";11.3
"1981-11-16";8.9
"1981-11-17";9.4
"1981-11-18";11.9
"1981-11-19";11.7
"1981-11-20";13.4
"1981-11-21";12.6
"1981-11-22";10.1
"1981-11-23";15.8
"1981-11-24";13.6
"1981-11-25";11.9
"1981-11-26";9.9
"1981-11-27";12.6
"1981-11-28";17.8
"1981-11-29";15.0
"1981-11-30";13.6
"1981-12-01";13.4
"1981-12-02";10.5
"1981-12-03";14.2
"1981-12-04";11.5
"1981-12-05";13.0
"1981-12-06";15.0
"1981-12-07";14.7
"1981-12-08";12.6
"1981-12-09";12.5
"1981-12-10";13.5
"1981-12-11";14.8
"1981-12-12";17.2
"1981-12-13";9.7
"1981-12-14";12.1
"1981-12-15";12.8
"1981-12-16";11.2
"1981-12-17";16.4
"1981-12-18";15.6
"1981-12-19";13.3
"1981-12-20";11.0
"1981-12-21";11.1
"1981-12-22";15.0
"1981-12-23";12.8
"1981-12-24";15.0
"1981-12-25";14.2
"1981-12-26";14.0
"1981-12-27";15.5
"1981-12-28";13.3
"1981-12-29";15.6
"1981-12-30";15.2
"1981-12-31";17.4
"1982-01-01";17.0
"1982-01-02";15.0
"1982-01-03";13.5
"1982-01-04";15.2
"1982-01-05";13.0
"1982-01-06";12.5
"1982-01-07";14.1
"1982-01-08";14.8
"1982-01-09";16.2
"1982-01-10";15.8
"1982-01-11";19.1
"1982-01-12";22.2
"1982-01-13";15.9
"1982-01-14";13.0
"1982-01-15";14.1
"1982-01-16";15.8
"1982-01-17";24.0
"1982-01-18";18.0
"1982-01-19";19.7
"1982-01-20";25.2
"1982-01-21";20.5
"1982-01-22";19.3
"1982-01-23";15.8
"1982-01-24";17.0
"1982-01-25";18.4
"1982-01-26";13.3
"1982-01-27";14.6
"1982-01-28";12.5
"1982-01-29";17.0
"1982-01-30";17.1
"1982-01-31";14.0
"1982-02-01";14.6
"1982-02-02";13.3
"1982-02-03";14.8
"1982-02-04";15.1
"1982-02-05";13.1
"1982-02-06";13.6
"1982-02-07";19.5
"1982-02-08";22.7
"1982-02-09";17.2
"1982-02-10";13.5
"1982-02-11";15.4
"1982-02-12";17.0
"1982-02-13";19.2
"1982-02-14";22.8
"1982-02-15";26.3
"1982-02-16";18.2
"1982-02-17";17.0
"1982-02-18";14.8
"1982-02-19";12.8
"1982-02-20";15.5
"1982-02-21";15.6
"1982-02-22";13.1
"1982-02-23";15.2
"1982-02-24";14.1
"1982-02-25";12.5
"1982-02-26";14.6
"1982-02-27";10.4
"1982-02-28";13.9
"1982-03-01";11.9
"1982-03-02";13.5
"1982-03-03";9.8
"1982-03-04";14.0
"1982-03-05";21.5
"1982-03-06";19.5
"1982-03-07";16.7
"1982-03-08";19.1
"1982-03-09";11.0
"1982-03-10";9.0
"1982-03-11";10.0
"1982-03-12";14.6
"1982-03-13";12.5
"1982-03-14";17.2
"1982-03-15";19.2
"1982-03-16";22.2
"1982-03-17";15.7
"1982-03-18";14.2
"1982-03-19";9.8
"1982-03-20";14.0
"1982-03-21";17.5
"1982-03-22";20.7
"1982-03-23";15.6
"1982-03-24";13.2
"1982-03-25";14.5
"1982-03-26";16.8
"1982-03-27";17.2
"1982-03-28";13.4
"1982-03-29";14.2
"1982-03-30";14.3
"1982-03-31";10.2
"1982-04-01";10.4
"1982-04-02";12.3
"1982-04-03";11.9
"1982-04-04";11.2
"1982-04-05";8.5
"1982-04-06";12.0
"1982-04-07";12.4
"1982-04-08";12.9
"1982-04-09";10.1
"1982-04-10";15.0
"1982-04-11";13.6
"1982-04-12";12.4
"1982-04-13";13.6
"1982-04-14";16.1
"1982-04-15";19.5
"1982-04-16";14.2
"1982-04-17";9.3
"1982-04-18";10.1
"1982-04-19";7.4
"1982-04-20";8.6
"1982-04-21";7.8
"1982-04-22";9.1
"1982-04-23";13.0
"1982-04-24";16.5
"1982-04-25";12.9
"1982-04-26";6.9
"1982-04-27";6.9
"1982-04-28";8.7
"1982-04-29";10.0
"1982-04-30";10.8
"1982-05-01";7.5
"1982-05-02";6.3
"1982-05-03";11.9
"1982-05-04";13.8
"1982-05-05";11.8
"1982-05-06";11.0
"1982-05-07";10.1
"1982-05-08";8.5
"1982-05-09";5.5
"1982-05-10";7.6
"1982-05-11";8.7
"1982-05-12";10.8
"1982-05-13";11.2
"1982-05-14";9.1
"1982-05-15";3.7
"1982-05-16";4.6
"1982-05-17";6.6
"1982-05-18";13.2
"1982-05-19";15.2
"1982-05-20";7.6
"1982-05-21";8.4
"1982-05-22";6.0
"1982-05-23";8.3
"1982-05-24";8.6
"1982-05-25";11.1
"1982-05-26";12.1
"1982-05-27";12.9
"1982-05-28";14.0
"1982-05-29";12.5
"1982-05-30";11.5
"1982-05-31";7.0
"1982-06-01";7.1
"1982-06-02";9.0
"1982-06-03";3.1
"1982-06-04";2.5
"1982-06-05";0.0
"1982-06-06";1.6
"1982-06-07";2.6
"1982-06-08";5.7
"1982-06-09";2.3
"1982-06-10";4.5
"1982-06-11";8.2
"1982-06-12";6.9
"1982-06-13";7.3
"1982-06-14";6.0
"1982-06-15";7.3
"1982-06-16";7.6
"1982-06-17";8.0
"1982-06-18";8.0
"1982-06-19";6.8
"1982-06-20";7.3
"1982-06-21";6.2
"1982-06-22";6.9
"1982-06-23";8.9
"1982-06-24";4.0
"1982-06-25";1.3
"1982-06-26";0.8
"1982-06-27";4.3
"1982-06-28";7.3
"1982-06-29";7.7
"1982-06-30";9.0
"1982-07-01";4.2
"1982-07-02";1.6
"1982-07-03";2.6
"1982-07-04";3.4
"1982-07-05";3.9
"1982-07-06";7.0
"1982-07-07";7.8
"1982-07-08";5.3
"1982-07-09";2.4
"1982-07-10";2.8
"1982-07-11";4.0
"1982-07-12";7.5
"1982-07-13";7.8
"1982-07-14";5.6
"1982-07-15";3.3
"1982-07-16";5.0
"1982-07-17";3.7
"1982-07-18";3.9
"1982-07-19";5.2
"1982-07-20";0.2
"1982-07-21";0.8
"1982-07-22";0.9
"1982-07-23";3.5
"1982-07-24";6.6
"1982-07-25";9.5
"1982-07-26";9.0
"1982-07-27";3.5
"1982-07-28";4.5
"1982-07-29";5.7
"1982-07-30";5.6
"1982-07-31";7.1
"1982-08-01";9.7
"1982-08-02";8.3
"1982-08-03";9.1
"1982-08-04";2.8
"1982-08-05";2.2
"1982-08-06";4.5
"1982-08-07";3.8
"1982-08-08";3.8
"1982-08-09";6.2
"1982-08-10";11.5
"1982-08-11";10.2
"1982-08-12";7.9
"1982-08-13";9.0
"1982-08-14";9.5
"1982-08-15";6.0
"1982-08-16";8.2
"1982-08-17";9.2
"1982-08-18";4.3
"1982-08-19";6.6
"1982-08-20";9.4
"1982-08-21";13.2
"1982-08-22";6.6
"1982-08-23";5.1
"1982-08-24";12.1
"1982-08-25";11.2
"1982-08-26";8.5
"1982-08-27";4.6
"1982-08-28";7.0
"1982-08-29";14.2
"1982-08-30";12.7
"1982-08-31";7.6
"1982-09-01";4.0
"1982-09-02";10.0
"1982-09-03";10.5
"1982-09-04";5.0
"1982-09-05";4.5
"1982-09-06";8.2
"1982-09-07";4.3
"1982-09-08";9.8
"1982-09-09";5.8
"1982-09-10";5.0
"1982-09-11";8.5
"1982-09-12";9.0
"1982-09-13";3.6
"1982-09-14";6.7
"1982-09-15";6.7
"1982-09-16";10.1
"1982-09-17";15.0
"1982-09-18";8.9
"1982-09-19";5.7
"1982-09-20";4.2
"1982-09-21";4.0
"1982-09-22";5.3
"1982-09-23";6.3
"1982-09-24";8.5
"1982-09-25";11.5
"1982-09-26";7.7
"1982-09-27";9.2
"1982-09-28";7.8
"1982-09-29";6.3
"1982-09-30";6.3
"1982-10-01";8.6
"1982-10-02";6.1
"1982-10-03";13.2
"1982-10-04";9.9
"1982-10-05";4.7
"1982-10-06";5.8
"1982-10-07";14.9
"1982-10-08";10.7
"1982-10-09";8.6
"1982-10-10";9.4
"1982-10-11";5.7
"1982-10-12";10.9
"1982-10-13";13.1
"1982-10-14";10.4
"1982-10-15";8.2
"1982-10-16";9.8
"1982-10-17";7.5
"1982-10-18";5.8
"1982-10-19";9.8
"1982-10-20";7.9
"1982-10-21";8.7
"1982-10-22";10.0
"1982-10-23";10.6
"1982-10-24";8.0
"1982-10-25";10.2
"1982-10-26";15.1
"1982-10-27";13.9
"1982-10-28";9.2
"1982-10-29";9.0
"1982-10-30";13.2
"1982-10-31";7.0
"1982-11-01";10.6
"1982-11-02";6.9
"1982-11-03";9.5
"1982-11-04";12.5
"1982-11-05";13.6
"1982-11-06";17.7
"1982-11-07";16.0
"1982-11-08";11.3
"1982-11-09";10.5
"1982-11-10";14.4
"1982-11-11";10.3
"1982-11-12";9.0
"1982-11-13";11.1
"1982-11-14";14.5
"1982-11-15";18.0
"1982-11-16";12.8
"1982-11-17";10.7
"1982-11-18";9.1
"1982-11-19";8.7
"1982-11-20";12.4
"1982-11-21";12.6
"1982-11-22";10.3
"1982-11-23";13.7
"1982-11-24";16.0
"1982-11-25";15.8
"1982-11-26";12.1
"1982-11-27";12.5
"1982-11-28";12.2
"1982-11-29";13.7
"1982-11-30";16.1
"1982-12-01";15.5
"1982-12-02";10.3
"1982-12-03";10.5
"1982-12-04";11.0
"1982-12-05";11.9
"1982-12-06";13.0
"1982-12-07";12.2
"1982-12-08";10.6
"1982-12-09";13.0
"1982-12-10";13.0
"1982-12-11";12.2
"1982-12-12";12.6
"1982-12-13";18.7
"1982-12-14";15.2
"1982-12-15";15.3
"1982-12-16";13.9
"1982-12-17";15.8
"1982-12-18";13.0
"1982-12-19";13.0
"1982-12-20";13.7
"1982-12-21";12.0
"1982-12-22";10.8
"1982-12-23";15.6
"1982-12-24";15.3
"1982-12-25";13.9
"1982-12-26";13.0
"1982-12-27";15.3
"1982-12-28";16.3
"1982-12-29";15.8
"1982-12-30";17.7
"1982-12-31";16.3
"1983-01-01";18.4
"1983-01-02";15.0
"1983-01-03";10.9
"1983-01-04";11.4
"1983-01-05";14.8
"1983-01-06";12.1
"1983-01-07";12.8
"1983-01-08";16.2
"1983-01-09";15.5
"1983-01-10";13.0
"1983-01-11";10.5
"1983-01-12";9.1
"1983-01-13";10.5
"1983-01-14";11.8
"1983-01-15";12.7
"1983-01-16";12.7
"1983-01-17";11.5
"1983-01-18";13.8
"1983-01-19";13.3
"1983-01-20";11.6
"1983-01-21";15.4
"1983-01-22";12.4
"1983-01-23";16.9
"1983-01-24";14.7
"1983-01-25";10.6
"1983-01-26";15.6
"1983-01-27";10.7
"1983-01-28";12.6
"1983-01-29";13.8
"1983-01-30";14.3
"1983-01-31";14.0
"1983-02-01";18.1
"1983-02-02";17.3
"1983-02-03";13.0
"1983-02-04";16.0
"1983-02-05";14.9
"1983-02-06";16.2
"1983-02-07";20.3
"1983-02-08";22.5
"1983-02-09";17.2
"1983-02-10";15.9
"1983-02-11";16.8
"1983-02-12";13.8
"1983-02-13";12.8
"1983-02-14";14.0
"1983-02-15";17.5
"1983-02-16";21.5
"1983-02-17";16.8
"1983-02-18";13.6
"1983-02-19";14.5
"1983-02-20";14.2
"1983-02-21";15.7
"1983-02-22";19.7
"1983-02-23";17.4
"1983-02-24";14.4
"1983-02-25";16.9
"1983-02-26";19.1
"1983-02-27";20.4
"1983-02-28";20.1
"1983-03-01";19.9
"1983-03-02";22.0
"1983-03-03";20.5
"1983-03-04";22.1
"1983-03-05";20.6
"1983-03-06";15.0
"1983-03-07";20.6
"1983-03-08";21.5
"1983-03-09";16.2
"1983-03-10";14.1
"1983-03-11";14.5
"1983-03-12";21.1
"1983-03-13";15.9
"1983-03-14";15.2
"1983-03-15";13.1
"1983-03-16";13.2
"1983-03-17";12.5
"1983-03-18";15.2
"1983-03-19";17.6
"1983-03-20";15.5
"1983-03-21";16.7
"1983-03-22";16.3
"1983-03-23";15.1
"1983-03-24";12.7
"1983-03-25";10.0
"1983-03-26";11.4
"1983-03-27";12.6
"1983-03-28";10.7
"1983-03-29";10.0
"1983-03-30";13.9
"1983-03-31";13.4
"1983-04-01";12.5
"1983-04-02";12.8
"1983-04-03";7.8
"1983-04-04";11.1
"1983-04-05";10.7
"1983-04-06";7.1
"1983-04-07";6.7
"1983-04-08";5.7
"1983-04-09";9.1
"1983-04-10";15.2
"1983-04-11";15.5
"1983-04-12";11.1
"1983-04-13";11.7
"1983-04-14";11.5
"1983-04-15";9.8
"1983-04-16";6.2
"1983-04-17";6.7
"1983-04-18";7.5
"1983-04-19";8.8
"1983-04-20";8.0
"1983-04-21";10.4
"1983-04-22";14.5
"1983-04-23";16.5
"1983-04-24";14.1
"1983-04-25";10.5
"1983-04-26";12.6
"1983-04-27";13.0
"1983-04-28";8.7
"1983-04-29";10.1
"1983-04-30";12.0
"1983-05-01";12.5
"1983-05-02";13.5
"1983-05-03";13.7
"1983-05-04";13.5
"1983-05-05";10.7
"1983-05-06";13.0
"1983-05-07";11.6
"1983-05-08";13.0
"1983-05-09";11.2
"1983-05-10";13.5
"1983-05-11";12.9
"1983-05-12";6.8
"1983-05-13";10.0
"1983-05-14";14.5
"1983-05-15";11.7
"1983-05-16";6.7
"1983-05-17";4.6
"1983-05-18";4.9
"1983-05-19";7.4
"1983-05-20";8.3
"1983-05-21";7.5
"1983-05-22";6.2
"1983-05-23";7.8
"1983-05-24";13.2
"1983-05-25";11.9
"1983-05-26";6.5
"1983-05-27";8.3
"1983-05-28";12.1
"1983-05-29";9.3
"1983-05-30";7.5
"1983-05-31";9.3
"1983-06-01";11.0
"1983-06-02";10.8
"1983-06-03";5.3
"1983-06-04";7.6
"1983-06-05";5.6
"1983-06-06";7.2
"1983-06-07";9.6
"1983-06-08";7.0
"1983-06-09";8.3
"1983-06-10";7.8
"1983-06-11";4.7
"1983-06-12";6.8
"1983-06-13";7.2
"1983-06-14";8.3
"1983-06-15";9.5
"1983-06-16";4.7
"1983-06-17";3.0
"1983-06-18";1.5
"1983-06-19";2.5
"1983-06-20";6.2
"1983-06-21";11.6
"1983-06-22";6.6
"1983-06-23";6.6
"1983-06-24";8.0
"1983-06-25";7.9
"1983-06-26";3.3
"1983-06-27";3.9
"1983-06-28";6.0
"1983-06-29";4.0
"1983-06-30";5.5
"1983-07-01";8.5
"1983-07-02";9.8
"1983-07-03";9.5
"1983-07-04";7.2
"1983-07-05";8.1
"1983-07-06";8.0
"1983-07-07";8.5
"1983-07-08";8.8
"1983-07-09";8.3
"1983-07-10";2.4
"1983-07-11";4.9
"1983-07-12";5.9
"1983-07-13";6.7
"1983-07-14";8.4
"1983-07-15";6.5
"1983-07-16";7.9
"1983-07-17";4.1
"1983-07-18";5.4
"1983-07-19";7.5
"1983-07-20";3.9
"1983-07-21";2.5
"1983-07-22";5.3
"1983-07-23";6.6
"1983-07-24";0.0
"1983-07-25";0.7
"1983-07-26";7.6
"1983-07-27";12.3
"1983-07-28";9.2
"1983-07-29";9.6
"1983-07-30";9.5
"1983-07-31";10.0
"1983-08-01";7.7
"1983-08-02";8.0
"1983-08-03";8.3
"1983-08-04";8.3
"1983-08-05";4.5
"1983-08-06";6.5
"1983-08-07";9.4
"1983-08-08";9.4
"1983-08-09";10.5
"1983-08-10";10.7
"1983-08-11";9.9
"1983-08-12";7.6
"1983-08-13";5.8
"1983-08-14";8.5
"1983-08-15";13.8
"1983-08-16";14.3
"1983-08-17";8.3
"1983-08-18";5.3
"1983-08-19";3.0
"1983-08-20";5.2
"1983-08-21";10.3
"1983-08-22";11.1
"1983-08-23";10.5
"1983-08-24";9.0
"1983-08-25";13.0
"1983-08-26";6.4
"1983-08-27";8.4
"1983-08-28";6.7
"1983-08-29";8.3
"1983-08-30";11.2
"1983-08-31";10.0
"1983-09-01";10.1
"1983-09-02";10.6
"1983-09-03";10.9
"1983-09-04";5.7
"1983-09-05";9.5
"1983-09-06";10.4
"1983-09-07";11.1
"1983-09-08";12.2
"1983-09-09";10.6
"1983-09-10";8.8
"1983-09-11";9.2
"1983-09-12";5.5
"1983-09-13";7.1
"1983-09-14";6.5
"1983-09-15";4.3
"1983-09-16";5.0
"1983-09-17";11.2
"1983-09-18";7.5
"1983-09-19";12.0
"1983-09-20";13.6
"1983-09-21";8.3
"1983-09-22";8.5
"1983-09-23";12.9
"1983-09-24";7.7
"1983-09-25";7.6
"1983-09-26";3.5
"1983-09-27";10.4
"1983-09-28";15.4
"1983-09-29";10.6
"1983-09-30";9.6
"1983-10-01";9.3
"1983-10-02";13.9
"1983-10-03";7.7
"1983-10-04";9.5
"1983-10-05";7.6
"1983-10-06";6.9
"1983-10-07";6.8
"1983-10-08";5.8
"1983-10-09";6.0
"1983-10-10";8.3
"1983-10-11";9.1
"1983-10-12";12.5
"1983-10-13";13.2
"1983-10-14";16.2
"1983-10-15";12.5
"1983-10-16";11.8
"1983-10-17";10.6
"1983-10-18";10.0
"1983-10-19";12.2
"1983-10-20";8.9
"1983-10-21";10.3
"1983-10-22";7.5
"1983-10-23";11.6
"1983-10-24";12.6
"1983-10-25";12.9
"1983-10-26";11.7
"1983-10-27";14.0
"1983-10-28";12.3
"1983-10-29";9.0
"1983-10-30";9.2
"1983-10-31";9.8
"1983-11-01";11.8
"1983-11-02";10.6
"1983-11-03";12.6
"1983-11-04";11.0
"1983-11-05";8.2
"1983-11-06";7.5
"1983-11-07";13.6
"1983-11-08";14.8
"1983-11-09";10.9
"1983-11-10";7.7
"1983-11-11";10.2
"1983-11-12";10.8
"1983-11-13";10.8
"1983-11-14";12.5
"1983-11-15";13.2
"1983-11-16";8.7
"1983-11-17";5.7
"1983-11-18";9.8
"1983-11-19";7.3
"1983-11-20";10.8
"1983-11-21";10.0
"1983-11-22";16.2
"1983-11-23";15.0
"1983-11-24";14.5
"1983-11-25";15.9
"1983-11-26";14.9
"1983-11-27";14.2
"1983-11-28";15.8
"1983-11-29";17.2
"1983-11-30";17.6
"1983-12-01";12.1
"1983-12-02";11.4
"1983-12-03";13.0
"1983-12-04";13.2
"1983-12-05";12.0
"1983-12-06";15.3
"1983-12-07";12.7
"1983-12-08";12.1
"1983-12-09";13.8
"1983-12-10";10.9
"1983-12-11";12.0
"1983-12-12";16.5
"1983-12-13";15.0
"1983-12-14";11.2
"1983-12-15";13.9
"1983-12-16";15.0
"1983-12-17";14.8
"1983-12-18";15.0
"1983-12-19";13.3
"1983-12-20";20.4
"1983-12-21";18.0
"1983-12-22";12.2
"1983-12-23";16.7
"1983-12-24";13.8
"1983-12-25";17.5
"1983-12-26";15.0
"1983-12-27";13.9
"1983-12-28";11.1
"1983-12-29";16.1
"1983-12-30";20.4
"1983-12-31";18.0
"1984-01-01";19.5
"1984-01-02";17.1
"1984-01-03";17.1
"1984-01-04";12.0
"1984-01-05";11.0
"1984-01-06";16.3
"1984-01-07";16.1
"1984-01-08";13.0
"1984-01-09";13.4
"1984-01-10";15.2
"1984-01-11";12.5
"1984-01-12";14.3
"1984-01-13";16.5
"1984-01-14";18.6
"1984-01-15";18.0
"1984-01-16";18.2
"1984-01-17";11.4
"1984-01-18";11.9
"1984-01-19";12.2
"1984-01-20";14.8
"1984-01-21";13.1
"1984-01-22";12.7
"1984-01-23";10.5
"1984-01-24";13.8
"1984-01-25";18.8
"1984-01-26";13.9
"1984-01-27";11.2
"1984-01-28";10.6
"1984-01-29";14.7
"1984-01-30";13.1
"1984-01-31";12.1
"1984-02-01";14.7
"1984-02-02";11.1
"1984-02-03";13.0
"1984-02-04";15.6
"1984-02-05";14.2
"1984-02-06";15.5
"1984-02-07";18.0
"1984-02-08";15.0
"1984-02-09";15.9
"1984-02-10";15.5
"1984-02-11";15.8
"1984-02-12";16.6
"1984-02-13";13.6
"1984-02-14";13.8
"1984-02-15";14.6
"1984-02-16";15.6
"1984-02-17";16.6
"1984-02-18";14.3
"1984-02-19";16.3
"1984-02-20";18.9
"1984-02-21";18.7
"1984-02-22";14.5
"1984-02-23";16.5
"1984-02-24";14.1
"1984-02-25";13.5
"1984-02-26";11.7
"1984-02-27";15.1
"1984-02-28";11.2
"1984-02-29";13.5
"1984-03-01";12.6
"1984-03-02";8.8
"1984-03-03";10.5
"1984-03-04";12.1
"1984-03-05";14.5
"1984-03-06";19.5
"1984-03-07";14.0
"1984-03-08";13.8
"1984-03-09";10.5
"1984-03-10";13.8
"1984-03-11";11.4
"1984-03-12";15.6
"1984-03-13";11.1
"1984-03-14";12.1
"1984-03-15";14.2
"1984-03-16";10.9
"1984-03-17";14.2
"1984-03-18";13.8
"1984-03-19";15.1
"1984-03-20";14.0
"1984-03-21";12.1
"1984-03-22";13.8
"1984-03-23";16.6
"1984-03-24";17.8
"1984-03-25";9.4
"1984-03-26";10.2
"1984-03-27";7.4
"1984-03-28";8.7
"1984-03-29";14.0
"1984-03-30";15.3
"1984-03-31";11.1
"1984-04-01";9.7
"1984-04-02";10.3
"1984-04-03";9.2
"1984-04-04";8.2
"1984-04-05";9.7
"1984-04-06";12.4
"1984-04-07";12.5
"1984-04-08";9.0
"1984-04-09";9.7
"1984-04-10";10.1
"1984-04-11";11.2
"1984-04-12";12.0
"1984-04-13";11.1
"1984-04-14";10.8
"1984-04-15";12.8
"1984-04-16";9.8
"1984-04-17";13.7
"1984-04-18";11.0
"1984-04-19";13.2
"1984-04-20";13.0
"1984-04-21";10.2
"1984-04-22";13.2
"1984-04-23";9.3
"1984-04-24";11.1
"1984-04-25";10.3
"1984-04-26";8.7
"1984-04-27";11.7
"1984-04-28";12.5
"1984-04-29";6.5
"1984-04-30";9.6
"1984-05-01";13.8
"1984-05-02";14.7
"1984-05-03";9.1
"1984-05-04";4.8
"1984-05-05";3.3
"1984-05-06";3.5
"1984-05-07";5.7
"1984-05-08";5.5
"1984-05-09";7.0
"1984-05-10";9.5
"1984-05-11";9.9
"1984-05-12";4.9
"1984-05-13";6.3
"1984-05-14";4.8
"1984-05-15";6.2
"1984-05-16";7.1
"1984-05-17";7.5
"1984-05-18";9.4
"1984-05-19";8.7
"1984-05-20";9.5
"1984-05-21";12.1
"1984-05-22";9.5
"1984-05-23";9.3
"1984-05-24";8.5
"1984-05-25";8.0
"1984-05-26";9.8
"1984-05-27";6.2
"1984-05-28";7.3
"1984-05-29";10.9
"1984-05-30";10.0
"1984-05-31";8.7
"1984-06-01";9.0
"1984-06-02";10.8
"1984-06-03";12.4
"1984-06-04";7.2
"1984-06-05";7.2
"1984-06-06";11.1
"1984-06-07";9.3
"1984-06-08";10.1
"1984-06-09";3.9
"1984-06-10";5.0
"1984-06-11";8.2
"1984-06-12";2.8
"1984-06-13";4.3
"1984-06-14";8.1
"1984-06-15";11.1
"1984-06-16";4.7
"1984-06-17";5.3
"1984-06-18";10.0
"1984-06-19";5.6
"1984-06-20";2.2
"1984-06-21";7.1
"1984-06-22";8.3
"1984-06-23";8.6
"1984-06-24";10.1
"1984-06-25";8.3
"1984-06-26";7.2
"1984-06-27";7.7
"1984-06-28";7.8
"1984-06-29";9.1
"1984-06-30";9.4
"1984-07-01";7.8
"1984-07-02";2.6
"1984-07-03";2.4
"1984-07-04";3.9
"1984-07-05";1.3
"1984-07-06";2.1
"1984-07-07";7.4
"1984-07-08";7.2
"1984-07-09";8.8
"1984-07-10";8.9
"1984-07-11";8.8
"1984-07-12";8.0
"1984-07-13";0.7
"1984-07-14";0.1
"1984-07-15";0.9
"1984-07-16";7.8
"1984-07-17";7.2
"1984-07-18";8.0
"1984-07-19";4.6
"1984-07-20";5.2
"1984-07-21";5.8
"1984-07-22";6.8
"1984-07-23";8.1
"1984-07-24";7.5
"1984-07-25";5.4
"1984-07-26";4.6
"1984-07-27";6.4
"1984-07-28";9.7
"1984-07-29";7.0
"1984-07-30";10.0
"1984-07-31";10.6
"1984-08-01";11.5
"1984-08-02";10.2
"1984-08-03";11.1
"1984-08-04";11.0
"1984-08-05";8.9
"1984-08-06";9.9
"1984-08-07";11.7
"1984-08-08";11.6
"1984-08-09";9.0
"1984-08-10";6.3
"1984-08-11";8.7
"1984-08-12";8.5
"1984-08-13";8.5
"1984-08-14";8.0
"1984-08-15";6.0
"1984-08-16";8.0
"1984-08-17";8.5
"1984-08-18";7.7
"1984-08-19";8.4
"1984-08-20";9.0
"1984-08-21";8.3
"1984-08-22";6.8
"1984-08-23";9.3
"1984-08-24";6.7
"1984-08-25";9.0
"1984-08-26";7.3
"1984-08-27";6.3
"1984-08-28";7.9
"1984-08-29";5.2
"1984-08-30";9.0
"1984-08-31";11.3
"1984-09-01";9.2
"1984-09-02";11.3
"1984-09-03";7.0
"1984-09-04";8.0
"1984-09-05";4.6
"1984-09-06";8.5
"1984-09-07";9.5
"1984-09-08";9.4
"1984-09-09";10.5
"1984-09-10";9.7
"1984-09-11";4.9
"1984-09-12";8.0
"1984-09-13";5.8
"1984-09-14";5.5
"1984-09-15";10.9
"1984-09-16";11.7
"1984-09-17";9.2
"1984-09-18";8.9
"1984-09-19";11.3
"1984-09-20";8.6
"1984-09-21";6.2
"1984-09-22";6.6
"1984-09-23";9.1
"1984-09-24";6.1
"1984-09-25";7.5
"1984-09-26";10.7
"1984-09-27";6.3
"1984-09-28";5.5
"1984-09-29";6.7
"1984-09-30";4.2
"1984-10-01";11.3
"1984-10-02";16.3
"1984-10-03";10.5
"1984-10-04";10.3
"1984-10-05";7.9
"1984-10-06";7.7
"1984-10-07";16.0
"1984-10-08";14.6
"1984-10-09";12.5
"1984-10-10";8.1
"1984-10-11";12.2
"1984-10-12";17.2
"1984-10-13";9.4
"1984-10-14";8.7
"1984-10-15";5.9
"1984-10-16";4.8
"1984-10-17";7.4
"1984-10-18";9.4
"1984-10-19";9.7
"1984-10-20";9.9
"1984-10-21";6.5
"1984-10-22";9.8
"1984-10-23";18.2
"1984-10-24";11.3
"1984-10-25";9.1
"1984-10-26";9.6
"1984-10-27";13.5
"1984-10-28";10.7
"1984-10-29";10.0
"1984-10-30";8.5
"1984-10-31";12.6
"1984-11-01";16.6
"1984-11-02";11.6
"1984-11-03";12.2
"1984-11-04";11.2
"1984-11-05";9.2
"1984-11-06";9.9
"1984-11-07";11.9
"1984-11-08";15.6
"1984-11-09";19.0
"1984-11-10";12.8
"1984-11-11";12.2
"1984-11-12";12.0
"1984-11-13";11.1
"1984-11-14";11.8
"1984-11-15";7.6
"1984-11-16";13.0
"1984-11-17";12.7
"1984-11-18";16.0
"1984-11-19";14.8
"1984-11-20";14.2
"1984-11-21";10.0
"1984-11-22";8.8
"1984-11-23";11.6
"1984-11-24";8.6
"1984-11-25";14.6
"1984-11-26";24.3
"1984-11-27";11.6
"1984-11-28";10.8
"1984-11-29";12.0
"1984-11-30";11.0
"1984-12-01";12.6
"1984-12-02";10.8
"1984-12-03";9.1
"1984-12-04";11.0
"1984-12-05";13.0
"1984-12-06";12.8
"1984-12-07";9.9
"1984-12-08";11.6
"1984-12-09";10.5
"1984-12-10";15.9
"1984-12-11";12.2
"1984-12-12";13.0
"1984-12-13";12.5
"1984-12-14";12.5
"1984-12-15";11.4
"1984-12-16";12.1
"1984-12-17";16.8
"1984-12-18";12.1
"1984-12-19";11.3
"1984-12-20";10.4
"1984-12-21";14.2
"1984-12-22";11.4
"1984-12-23";13.7
"1984-12-24";16.5
"1984-12-25";12.8
"1984-12-26";12.2
"1984-12-27";12.0
"1984-12-28";12.6
"1984-12-29";16.0
"1984-12-30";16.4
"1985-01-01";13.3
"1985-01-02";15.2
"1985-01-03";13.1
"1985-01-04";12.7
"1985-01-05";14.6
"1985-01-06";11.0
"1985-01-07";13.2
"1985-01-08";12.2
"1985-01-09";14.4
"1985-01-10";13.7
"1985-01-11";14.5
"1985-01-12";14.1
"1985-01-13";14.4
"1985-01-14";19.7
"1985-01-15";16.5
"1985-01-16";15.9
"1985-01-17";11.8
"1985-01-18";12.0
"1985-01-19";11.4
"1985-01-20";14.4
"1985-01-21";12.4
"1985-01-22";15.1
"1985-01-23";15.6
"1985-01-24";15.2
"1985-01-25";12.8
"1985-01-26";13.3
"1985-01-27";17.5
"1985-01-28";15.4
"1985-01-29";13.5
"1985-01-30";16.7
"1985-01-31";15.2
"1985-02-01";14.9
"1985-02-02";10.2
"1985-02-03";13.6
"1985-02-04";19.0
"1985-02-05";15.7
"1985-02-06";18.0
"1985-02-07";14.8
"1985-02-08";13.9
"1985-02-09";13.0
"1985-02-10";15.3
"1985-02-11";14.3
"1985-02-12";15.6
"1985-02-13";16.0
"1985-02-14";14.9
"1985-02-15";11.1
"1985-02-16";14.8
"1985-02-17";13.0
"1985-02-18";12.2
"1985-02-19";10.9
"1985-02-20";14.6
"1985-02-21";16.6
"1985-02-22";18.1
"1985-02-23";13.4
"1985-02-24";10.3
"1985-02-25";13.6
"1985-02-26";13.8
"1985-02-27";10.3
"1985-02-28";11.0
"1985-03-01";14.3
"1985-03-02";15.5
"1985-03-03";14.7
"1985-03-04";12.7
"1985-03-05";10.7
"1985-03-06";12.6
"1985-03-07";9.8
"1985-03-08";13.2
"1985-03-09";15.2
"1985-03-10";16.6
"1985-03-11";21.0
"1985-03-12";22.4
"1985-03-13";17.0
"1985-03-14";21.7
"1985-03-15";21.4
"1985-03-16";18.6
"1985-03-17";16.2
"1985-03-18";16.8
"1985-03-19";17.0
"1985-03-20";18.4
"1985-03-21";17.2
"1985-03-22";18.4
"1985-03-23";18.8
"1985-03-24";16.5
"1985-03-25";13.3
"1985-03-26";12.2
"1985-03-27";11.3
"1985-03-28";13.8
"1985-03-29";16.6
"1985-03-30";14.0
"1985-03-31";14.3
"1985-04-01";16.4
"1985-04-02";11.9
"1985-04-03";15.7
"1985-04-04";17.6
"1985-04-05";17.5
"1985-04-06";15.9
"1985-04-07";16.2
"1985-04-08";16.0
"1985-04-09";15.9
"1985-04-10";16.2
"1985-04-11";16.2
"1985-04-12";19.5
"1985-04-13";18.2
"1985-04-14";21.8
"1985-04-15";15.1
"1985-04-16";11.0
"1985-04-17";8.1
"1985-04-18";9.5
"1985-04-19";9.3
"1985-04-20";10.6
"1985-04-21";6.3
"1985-04-22";8.6
"1985-04-23";6.8
"1985-04-24";8.7
"1985-04-25";8.4
"1985-04-26";9.3
"1985-04-27";10.0
"1985-04-28";10.5
"1985-04-29";12.0
"1985-04-30";10.1
"1985-05-01";9.4
"1985-05-02";10.1
"1985-05-03";8.0
"1985-05-04";10.6
"1985-05-05";13.6
"1985-05-06";15.4
"1985-05-07";9.0
"1985-05-08";10.4
"1985-05-09";11.0
"1985-05-10";12.1
"1985-05-11";13.4
"1985-05-12";11.3
"1985-05-13";6.7
"1985-05-14";9.8
"1985-05-15";10.8
"1985-05-16";7.8
"1985-05-17";4.5
"1985-05-18";7.6
"1985-05-19";6.9
"1985-05-20";7.5
"1985-05-21";8.5
"1985-05-22";5.5
"1985-05-23";9.5
"1985-05-24";7.3
"1985-05-25";5.4
"1985-05-26";5.5
"1985-05-27";8.1
"1985-05-28";11.2
"1985-05-29";13.4
"1985-05-30";11.6
"1985-05-31";10.1
"1985-06-01";4.3
"1985-06-02";5.5
"1985-06-03";4.4
"1985-06-04";5.9
"1985-06-05";5.7
"1985-06-06";8.2
"1985-06-07";8.2
"1985-06-08";4.2
"1985-06-09";6.5
"1985-06-10";10.0
"1985-06-11";8.8
"1985-06-12";6.6
"1985-06-13";7.8
"1985-06-14";10.1
"1985-06-15";7.1
"1985-06-16";7.7
"1985-06-17";8.5
"1985-06-18";7.3
"1985-06-19";6.9
"1985-06-20";8.4
"1985-06-21";7.1
"1985-06-22";6.3
"1985-06-23";0.6
"1985-06-24";1.6
"1985-06-25";7.0
"1985-06-26";8.3
"1985-06-27";8.0
"1985-06-28";10.2
"1985-06-29";10.6
"1985-06-30";10.4
"1985-07-01";11.6
"1985-07-02";11.0
"1985-07-03";10.7
"1985-07-04";7.3
"1985-07-05";4.2
"1985-07-06";4.7
"1985-07-07";5.6
"1985-07-08";7.7
"1985-07-09";7.5
"1985-07-10";4.9
"1985-07-11";5.9
"1985-07-12";7.8
"1985-07-13";5.8
"1985-07-14";7.0
"1985-07-15";8.4
"1985-07-16";6.2
"1985-07-17";7.5
"1985-07-18";4.8
"1985-07-19";3.3
"1985-07-20";3.2
"1985-07-21";7.0
"1985-07-22";8.4
"1985-07-23";0.3
"1985-07-24";0.3
"1985-07-25";2.1
"1985-07-26";8.5
"1985-07-27";1.4
"1985-07-28";4.1
"1985-07-29";10.3
"1985-07-30";6.6
"1985-07-31";6.1
"1985-08-01";7.0
"1985-08-02";5.1
"1985-08-03";6.3
"1985-08-04";6.9
"1985-08-05";11.4
"1985-08-06";10.4
"1985-08-07";10.3
"1985-08-08";9.2
"1985-08-09";7.2
"1985-08-10";7.5
"1985-08-11";4.0
"1985-08-12";5.6
"1985-08-13";6.7
"1985-08-14";8.4
"1985-08-15";11.0
"1985-08-16";8.4
"1985-08-17";8.8
"1985-08-18";8.6
"1985-08-19";8.3
"1985-08-20";4.0
"1985-08-21";3.6
"1985-08-22";5.7
"1985-08-23";10.6
"1985-08-24";6.9
"1985-08-25";10.0
"1985-08-26";9.8
"1985-08-27";7.2
"1985-08-28";10.5
"1985-08-29";3.6
"1985-08-30";5.3
"1985-08-31";8.4
"1985-09-01";10.3
"1985-09-02";7.9
"1985-09-03";8.5
"1985-09-04";7.9
"1985-09-05";8.0
"1985-09-06";9.8
"1985-09-07";6.7
"1985-09-08";4.8
"1985-09-09";9.9
"1985-09-10";12.8
"1985-09-11";10.9
"1985-09-12";11.7
"1985-09-13";11.7
"1985-09-14";11.0
"1985-09-15";8.2
"1985-09-16";7.5
"1985-09-17";5.4
"1985-09-18";7.2
"1985-09-19";9.7
"1985-09-20";8.4
"1985-09-21";9.0
"1985-09-22";8.7
"1985-09-23";6.6
"1985-09-24";11.6
"1985-09-25";13.1
"1985-09-26";6.7
"1985-09-27";6.5
"1985-09-28";7.7
"1985-09-29";8.7
"1985-09-30";7.2
"1985-10-01";10.5
"1985-10-02";8.6
"1985-10-03";7.2
"1985-10-04";11.4
"1985-10-05";16.2
"1985-10-06";6.1
"1985-10-07";9.6
"1985-10-08";11.1
"1985-10-09";13.6
"1985-10-10";10.7
"1985-10-11";14.7
"1985-10-12";11.6
"1985-10-13";7.3
"1985-10-14";8.0
"1985-10-15";9.6
"1985-10-16";16.0
"1985-10-17";15.1
"1985-10-18";12.8
"1985-10-19";6.2
"1985-10-20";7.1
"1985-10-21";8.4
"1985-10-22";10.0
"1985-10-23";12.7
"1985-10-24";10.0
"1985-10-25";10.2
"1985-10-26";6.5
"1985-10-27";9.2
"1985-10-28";11.9
"1985-10-29";14.7
"1985-10-30";11.4
"1985-10-31";6.8
"1985-11-01";7.4
"1985-11-02";11.2
"1985-11-03";9.2
"1985-11-04";12.6
"1985-11-05";16.0
"1985-11-06";17.1
"1985-11-07";15.3
"1985-11-08";13.3
"1985-11-09";15.4
"1985-11-10";13.2
"1985-11-11";14.4
"1985-11-12";14.0
"1985-11-13";15.5
"1985-11-14";21.0
"1985-11-15";10.0
"1985-11-16";9.6
"1985-11-17";12.0
"1985-11-18";12.2
"1985-11-19";11.3
"1985-11-20";13.2
"1985-11-21";10.5
"1985-11-22";10.1
"1985-11-23";8.8
"1985-11-24";13.7
"1985-11-25";16.2
"1985-11-26";16.0
"1985-11-27";14.0
"1985-11-28";13.7
"1985-11-29";12.5
"1985-11-30";12.8
"1985-12-01";12.3
"1985-12-02";15.2
"1985-12-03";15.0
"1985-12-04";16.4
"1985-12-05";16.1
"1985-12-06";14.6
"1985-12-07";18.2
"1985-12-08";16.4
"1985-12-09";16.6
"1985-12-10";14.7
"1985-12-11";15.8
"1985-12-12";14.1
"1985-12-13";13.5
"1985-12-14";13.6
"1985-12-15";13.7
"1985-12-16";13.6
"1985-12-17";12.1
"1985-12-18";12.7
"1985-12-19";13.3
"1985-12-20";14.2
"1985-12-21";15.0
"1985-12-22";13.7
"1985-12-23";12.0
"1985-12-24";13.1
"1985-12-25";13.2
"1985-12-26";13.3
"1985-12-27";11.5
"1985-12-28";10.8
"1985-12-29";12.0
"1985-12-30";16.3
"1985-12-31";14.4
"1986-01-01";12.9
"1986-01-02";13.8
"1986-01-03";10.6
"1986-01-04";12.6
"1986-01-05";13.7
"1986-01-06";12.6
"1986-01-07";13.1
"1986-01-08";15.4
"1986-01-09";11.9
"1986-01-10";13.8
"1986-01-11";14.4
"1986-01-12";15.2
"1986-01-13";12.5
"1986-01-14";12.2
"1986-01-15";16.1
"1986-01-16";14.6
"1986-01-17";11.6
"1986-01-18";13.1
"1986-01-19";12.8
"1986-01-20";15.2
"1986-01-21";13.8
"1986-01-22";15.0
"1986-01-23";13.5
"1986-01-24";11.8
"1986-01-25";15.3
"1986-01-26";13.5
"1986-01-27";15.3
"1986-01-28";13.8
"1986-01-29";15.8
"1986-01-30";17.4
"1986-01-31";15.3
"1986-02-01";14.6
"1986-02-02";14.8
"1986-02-03";10.7
"1986-02-04";11.6
"1986-02-05";13.6
"1986-02-06";14.4
"1986-02-07";11.8
"1986-02-08";15.8
"1986-02-09";16.0
"1986-02-10";11.8
"1986-02-11";14.5
"1986-02-12";10.7
"1986-02-13";14.2
"1986-02-14";19.5
"1986-02-15";21.4
"1986-02-16";17.9
"1986-02-17";17.4
"1986-02-18";12.7
"1986-02-19";13.8
"1986-02-20";14.0
"1986-02-21";15.0
"1986-02-22";14.5
"1986-02-23";13.1
"1986-02-24";11.4
"1986-02-25";12.5
"1986-02-26";12.0
"1986-02-27";13.4
"1986-02-28";14.4
"1986-03-01";17.7
"1986-03-02";13.9
"1986-03-03";13.3
"1986-03-04";14.6
"1986-03-05";16.4
"1986-03-06";16.8
"1986-03-07";20.0
"1986-03-08";12.5
"1986-03-09";12.7
"1986-03-10";11.7
"1986-03-11";12.7
"1986-03-12";8.6
"1986-03-13";11.9
"1986-03-14";16.0
"1986-03-15";15.2
"1986-03-16";13.4
"1986-03-17";11.6
"1986-03-18";11.1
"1986-03-19";15.6
"1986-03-20";17.0
"1986-03-21";18.5
"1986-03-22";17.4
"1986-03-23";16.5
"1986-03-24";16.2
"1986-03-25";16.1
"1986-03-26";13.2
"1986-03-27";18.0
"1986-03-28";12.8
"1986-03-29";11.7
"1986-03-30";16.7
"1986-03-31";15.6
"1986-04-01";10.2
"1986-04-02";10.3
"1986-04-03";15.0
"1986-04-04";18.0
"1986-04-05";13.8
"1986-04-06";10.5
"1986-04-07";11.8
"1986-04-08";7.2
"1986-04-09";11.6
"1986-04-10";7.4
"1986-04-11";14.2
"1986-04-12";12.2
"1986-04-13";9.0
"1986-04-14";12.3
"1986-04-15";19.7
"1986-04-16";12.8
"1986-04-17";12.4
"1986-04-18";12.0
"1986-04-19";12.0
"1986-04-20";11.1
"1986-04-21";12.7
"1986-04-22";14.2
"1986-04-23";11.6
"1986-04-24";12.0
"1986-04-25";11.5
"1986-04-26";8.3
"1986-04-27";10.5
"1986-04-28";9.0
"1986-04-29";6.9
"1986-04-30";9.4
"1986-05-01";11.1
"1986-05-02";9.1
"1986-05-03";7.7
"1986-05-04";10.0
"1986-05-05";10.4
"1986-05-06";8.0
"1986-05-07";9.8
"1986-05-08";12.4
"1986-05-09";12.9
"1986-05-10";12.3
"1986-05-11";6.9
"1986-05-12";10.5
"1986-05-13";11.0
"1986-05-14";9.7
"1986-05-15";11.1
"1986-05-16";11.5
"1986-05-17";13.4
"1986-05-18";10.9
"1986-05-19";12.0
"1986-05-20";12.1
"1986-05-21";10.4
"1986-05-22";10.0
"1986-05-23";9.6
"1986-05-24";11.3
"1986-05-25";8.5
"1986-05-26";6.3
"1986-05-27";8.2
"1986-05-28";10.7
"1986-05-29";10.3
"1986-05-30";9.5
"1986-05-31";10.9
"1986-06-01";10.9
"1986-06-02";4.3
"1986-06-03";5.2
"1986-06-04";11.0
"1986-06-05";11.6
"1986-06-06";10.6
"1986-06-07";9.4
"1986-06-08";10.0
"1986-06-09";9.6
"1986-06-10";9.5
"1986-06-11";9.7
"1986-06-12";9.6
"1986-06-13";7.0
"1986-06-14";7.0
"1986-06-15";6.8
"1986-06-16";6.9
"1986-06-17";8.0
"1986-06-18";7.6
"1986-06-19";8.6
"1986-06-20";5.7
"1986-06-21";5.5
"1986-06-22";5.7
"1986-06-23";5.7
"1986-06-24";6.6
"1986-06-25";6.0
"1986-06-26";6.9
"1986-06-27";7.7
"1986-06-28";8.0
"1986-06-29";3.9
"1986-06-30";0.8
"1986-07-01";2.8
"1986-07-02";8.0
"1986-07-03";9.8
"1986-07-04";11.4
"1986-07-05";8.6
"1986-07-06";5.2
"1986-07-07";6.6
"1986-07-08";5.7
"1986-07-09";4.6
"1986-07-10";5.8
"1986-07-11";7.0
"1986-07-12";4.8
"1986-07-13";4.4
"1986-07-14";4.4
"1986-07-15";7.9
"1986-07-16";10.6
"1986-07-17";5.0
"1986-07-18";7.6
"1986-07-19";9.2
"1986-07-20";9.7
"1986-07-21";8.8
"1986-07-22";6.8
"1986-07-23";9.4
"1986-07-24";11.0
"1986-07-25";2.5
"1986-07-26";2.1
"1986-07-27";5.4
"1986-07-28";6.2
"1986-07-29";7.8
"1986-07-30";7.4
"1986-07-31";9.3
"1986-08-01";9.3
"1986-08-02";9.5
"1986-08-03";8.5
"1986-08-04";10.0
"1986-08-05";7.7
"1986-08-06";9.3
"1986-08-07";9.1
"1986-08-08";3.5
"1986-08-09";3.6
"1986-08-10";2.5
"1986-08-11";1.7
"1986-08-12";2.7
"1986-08-13";2.9
"1986-08-14";5.3
"1986-08-15";7.7
"1986-08-16";9.1
"1986-08-17";9.4
"1986-08-18";7.3
"1986-08-19";8.4
"1986-08-20";9.2
"1986-08-21";6.6
"1986-08-22";9.7
"1986-08-23";12.4
"1986-08-24";10.2
"1986-08-25";5.9
"1986-08-26";7.1
"1986-08-27";7.5
"1986-08-28";9.7
"1986-08-29";12.2
"1986-08-30";5.6
"1986-08-31";5.4
"1986-09-01";8.3
"1986-09-02";10.6
"1986-09-03";9.1
"1986-09-04";11.3
"1986-09-05";10.9
"1986-09-06";8.9
"1986-09-07";6.3
"1986-09-08";9.0
"1986-09-09";6.1
"1986-09-10";9.1
"1986-09-11";9.6
"1986-09-12";6.0
"1986-09-13";10.0
"1986-09-14";11.0
"1986-09-15";6.2
"1986-09-16";8.3
"1986-09-17";11.3
"1986-09-18";11.3
"1986-09-19";6.7
"1986-09-20";6.6
"1986-09-21";11.4
"1986-09-22";6.9
"1986-09-23";10.6
"1986-09-24";8.6
"1986-09-25";11.3
"1986-09-26";12.5
"1986-09-27";9.9
"1986-09-28";6.9
"1986-09-29";5.5
"1986-09-30";7.8
"1986-10-01";11.0
"1986-10-02";16.2
"1986-10-03";9.9
"1986-10-04";8.7
"1986-10-05";10.5
"1986-10-06";12.2
"1986-10-07";10.6
"1986-10-08";8.3
"1986-10-09";5.5
"1986-10-10";9.0
"1986-10-11";6.4
"1986-10-12";7.2
"1986-10-13";12.9
"1986-10-14";12.0
"1986-10-15";7.3
"1986-10-16";9.7
"1986-10-17";8.4
"1986-10-18";14.7
"1986-10-19";9.5
"1986-10-20";7.9
"1986-10-21";6.8
"1986-10-22";12.6
"1986-10-23";5.2
"1986-10-24";7.5
"1986-10-25";8.7
"1986-10-26";7.6
"1986-10-27";9.0
"1986-10-28";7.2
"1986-10-29";10.7
"1986-10-30";13.1
"1986-10-31";13.9
"1986-11-01";10.8
"1986-11-02";10.4
"1986-11-03";9.1
"1986-11-04";16.0
"1986-11-05";21.0
"1986-11-06";16.2
"1986-11-07";8.6
"1986-11-08";9.2
"1986-11-09";12.5
"1986-11-10";9.7
"1986-11-11";12.5
"1986-11-12";10.3
"1986-11-13";12.0
"1986-11-14";11.0
"1986-11-15";14.8
"1986-11-16";15.0
"1986-11-17";15.3
"1986-11-18";10.3
"1986-11-19";10.7
"1986-11-20";10.5
"1986-11-21";8.9
"1986-11-22";8.1
"1986-11-23";11.5
"1986-11-24";12.8
"1986-11-25";9.1
"1986-11-26";14.6
"1986-11-27";11.6
"1986-11-28";11.2
"1986-11-29";12.6
"1986-11-30";7.5
"1986-12-01";11.0
"1986-12-02";14.5
"1986-12-03";18.5
"1986-12-04";15.4
"1986-12-05";13.1
"1986-12-06";16.3
"1986-12-07";20.2
"1986-12-08";11.5
"1986-12-09";12.4
"1986-12-10";10.9
"1986-12-11";12.7
"1986-12-12";12.2
"1986-12-13";12.4
"1986-12-14";9.8
"1986-12-15";8.5
"1986-12-16";14.7
"1986-12-17";12.0
"1986-12-18";10.3
"1986-12-19";11.0
"1986-12-20";10.2
"1986-12-21";12.6
"1986-12-22";11.6
"1986-12-23";9.7
"1986-12-24";13.4
"1986-12-25";10.5
"1986-12-26";14.7
"1986-12-27";14.6
"1986-12-28";14.2
"1986-12-29";13.2
"1986-12-30";11.7
"1986-12-31";17.2
"1987-01-01";12.3
"1987-01-02";13.8
"1987-01-03";15.3
"1987-01-04";15.6
"1987-01-05";16.2
"1987-01-06";16.3
"1987-01-07";16.8
"1987-01-08";11.0
"1987-01-09";8.5
"1987-01-10";13.2
"1987-01-11";13.0
"1987-01-12";12.4
"1987-01-13";13.0
"1987-01-14";16.6
"1987-01-15";12.0
"1987-01-16";12.4
"1987-01-17";15.0
"1987-01-18";11.8
"1987-01-19";11.6
"1987-01-20";12.2
"1987-01-21";13.7
"1987-01-22";11.2
"1987-01-23";12.4
"1987-01-24";11.5
"1987-01-25";13.8
"1987-01-26";15.7
"1987-01-27";12.9
"1987-01-28";11.5
"1987-01-29";11.0
"1987-01-30";12.7
"1987-01-31";14.9
"1987-02-01";16.5
"1987-02-02";12.8
"1987-02-03";12.7
"1987-02-04";12.7
"1987-02-05";11.6
"1987-02-06";13.3
"1987-02-07";15.2
"1987-02-08";16.4
"1987-02-09";11.9
"1987-02-10";15.1
"1987-02-11";10.6
"1987-02-12";13.6
"1987-02-13";12.1
"1987-02-14";16.0
"1987-02-15";16.8
"1987-02-16";16.6
"1987-02-17";15.6
"1987-02-18";15.2
"1987-02-19";17.7
"1987-02-20";21.0
"1987-02-21";13.4
"1987-02-22";10.5
"1987-02-23";9.5
"1987-02-24";12.0
"1987-02-25";10.4
"1987-02-26";11.5
"1987-02-27";13.2
"1987-02-28";15.0
"1987-03-01";14.1
"1987-03-02";12.4
"1987-03-03";13.4
"1987-03-04";12.5
"1987-03-05";14.3
"1987-03-06";17.6
"1987-03-07";10.4
"1987-03-08";9.9
"1987-03-09";10.2
"1987-03-10";11.3
"1987-03-11";9.5
"1987-03-12";11.8
"1987-03-13";11.5
"1987-03-14";10.5
"1987-03-15";10.8
"1987-03-16";13.0
"1987-03-17";18.5
"1987-03-18";18.7
"1987-03-19";15.0
"1987-03-20";13.0
"1987-03-21";11.3
"1987-03-22";13.0
"1987-03-23";13.3
"1987-03-24";11.0
"1987-03-25";10.3
"1987-03-26";13.0
"1987-03-27";12.3
"1987-03-28";15.6
"1987-03-29";10.2
"1987-03-30";10.8
"1987-03-31";12.0
"1987-04-01";13.3
"1987-04-02";11.7
"1987-04-03";12.5
"1987-04-04";13.7
"1987-04-05";14.9
"1987-04-06";20.2
"1987-04-07";16.3
"1987-04-08";13.9
"1987-04-09";10.1
"1987-04-10";7.3
"1987-04-11";14.0
"1987-04-12";17.7
"1987-04-13";16.3
"1987-04-14";10.6
"1987-04-15";9.7
"1987-04-16";7.8
"1987-04-17";10.4
"1987-04-18";10.4
"1987-04-19";14.1
"1987-04-20";7.1
"1987-04-21";8.1
"1987-04-22";7.8
"1987-04-23";10.6
"1987-04-24";9.1
"1987-04-25";9.0
"1987-04-26";11.9
"1987-04-27";17.1
"1987-04-28";16.8
"1987-04-29";13.5
"1987-04-30";11.6
"1987-05-01";7.0
"1987-05-02";9.7
"1987-05-03";9.9
"1987-05-04";11.2
"1987-05-05";11.3
"1987-05-06";11.8
"1987-05-07";9.9
"1987-05-08";7.1
"1987-05-09";9.6
"1987-05-10";9.8
"1987-05-11";10.6
"1987-05-12";12.8
"1987-05-13";16.5
"1987-05-14";11.7
"1987-05-15";12.3
"1987-05-16";12.2
"1987-05-17";11.8
"1987-05-18";10.7
"1987-05-19";10.2
"1987-05-20";10.0
"1987-05-21";8.3
"1987-05-22";6.6
"1987-05-23";9.5
"1987-05-24";12.3
"1987-05-25";7.6
"1987-05-26";9.3
"1987-05-27";5.0
"1987-05-28";4.3
"1987-05-29";6.4
"1987-05-30";10.8
"1987-05-31";7.8
"1987-06-01";8.5
"1987-06-02";9.7
"1987-06-03";10.0
"1987-06-04";11.0
"1987-06-05";10.2
"1987-06-06";6.6
"1987-06-07";6.1
"1987-06-08";5.9
"1987-06-09";8.9
"1987-06-10";13.0
"1987-06-11";12.6
"1987-06-12";5.4
"1987-06-13";6.0
"1987-06-14";7.8
"1987-06-15";9.0
"1987-06-16";4.2
"1987-06-17";3.0
"1987-06-18";4.5
"1987-06-19";6.2
"1987-06-20";11.9
"1987-06-21";11.8
"1987-06-22";9.4
"1987-06-23";9.6
"1987-06-24";9.4
"1987-06-25";7.0
"1987-06-26";8.9
"1987-06-27";9.3
"1987-06-28";6.8
"1987-06-29";7.5
"1987-06-30";8.0
"1987-07-01";8.3
"1987-07-02";2.7
"1987-07-03";3.9
"1987-07-04";4.1
"1987-07-05";5.0
"1987-07-06";5.8
"1987-07-07";4.4
"1987-07-08";4.1
"1987-07-09";5.8
"1987-07-10";9.1
"1987-07-11";7.9
"1987-07-12";5.0
"1987-07-13";2.8
"1987-07-14";4.7
"1987-07-15";8.9
"1987-07-16";5.4
"1987-07-17";7.1
"1987-07-18";9.0
"1987-07-19";9.4
"1987-07-20";6.3
"1987-07-21";7.0
"1987-07-22";6.4
"1987-07-23";6.7
"1987-07-24";1.5
"1987-07-25";2.9
"1987-07-26";4.8
"1987-07-27";6.3
"1987-07-28";5.7
"1987-07-29";7.0
"1987-07-30";8.8
"1987-07-31";8.7
"1987-08-01";9.0
"1987-08-02";9.6
"1987-08-03";8.0
"1987-08-04";8.4
"1987-08-05";8.1
"1987-08-06";9.0
"1987-08-07";5.3
"1987-08-08";8.9
"1987-08-09";8.7
"1987-08-10";4.9
"1987-08-11";7.0
"1987-08-12";7.5
"1987-08-13";7.0
"1987-08-14";9.1
"1987-08-15";11.8
"1987-08-16";9.9
"1987-08-17";5.6
"1987-08-18";4.2
"1987-08-19";4.3
"1987-08-20";8.0
"1987-08-21";5.1
"1987-08-22";9.4
"1987-08-23";9.1
"1987-08-24";9.7
"1987-08-25";10.6
"1987-08-26";8.6
"1987-08-27";10.1
"1987-08-28";11.0
"1987-08-29";9.7
"1987-08-30";5.0
"1987-08-31";6.1
"1987-09-01";5.4
"1987-09-02";5.8
"1987-09-03";7.3
"1987-09-04";6.3
"1987-09-05";4.8
"1987-09-06";7.6
"1987-09-07";8.1
"1987-09-08";9.5
"1987-09-09";10.3
"1987-09-10";7.0
"1987-09-11";9.0
"1987-09-12";10.2
"1987-09-13";6.8
"1987-09-14";9.3
"1987-09-15";9.8
"1987-09-16";10.7
"1987-09-17";7.8
"1987-09-18";9.2
"1987-09-19";15.0
"1987-09-20";7.8
"1987-09-21";5.3
"1987-09-22";9.5
"1987-09-23";7.6
"1987-09-24";14.0
"1987-09-25";14.9
"1987-09-26";14.9
"1987-09-27";19.2
"1987-09-28";17.0
"1987-09-29";13.0
"1987-09-30";11.2
"1987-10-01";9.5
"1987-10-02";10.3
"1987-10-03";9.3
"1987-10-04";11.3
"1987-10-05";6.5
"1987-10-06";12.0
"1987-10-07";8.3
"1987-10-08";8.7
"1987-10-09";8.7
"1987-10-10";10.2
"1987-10-11";6.9
"1987-10-12";4.9
"1987-10-13";10.0
"1987-10-14";7.6
"1987-10-15";14.5
"1987-10-16";13.2
"1987-10-17";9.9
"1987-10-18";10.1
"1987-10-19";11.3
"1987-10-20";10.4
"1987-10-21";10.9
"1987-10-22";9.2
"1987-10-23";10.5
"1987-10-24";11.4
"1987-10-25";13.5
"1987-10-26";9.8
"1987-10-27";13.1
"1987-10-28";9.7
"1987-10-29";11.4
"1987-10-30";9.9
"1987-10-31";14.4
"1987-11-01";19.0
"1987-11-02";23.0
"1987-11-03";15.4
"1987-11-04";9.6
"1987-11-05";10.8
"1987-11-06";12.1
"1987-11-07";11.0
"1987-11-08";12.6
"1987-11-09";14.7
"1987-11-10";11.1
"1987-11-11";10.1
"1987-11-12";11.4
"1987-11-13";13.0
"1987-11-14";11.9
"1987-11-15";9.5
"1987-11-16";13.5
"1987-11-17";15.2
"1987-11-18";18.4
"1987-11-19";24.1
"1987-11-20";14.1
"1987-11-21";10.7
"1987-11-22";8.7
"1987-11-23";13.3
"1987-11-24";11.6
"1987-11-25";9.9
"1987-11-26";10.8
"1987-11-27";11.5
"1987-11-28";10.0
"1987-11-29";13.9
"1987-11-30";13.6
"1987-12-01";11.9
"1987-12-02";11.1
"1987-12-03";8.2
"1987-12-04";9.4
"1987-12-05";12.7
"1987-12-06";11.6
"1987-12-07";11.0
"1987-12-08";11.3
"1987-12-09";13.4
"1987-12-10";14.9
"1987-12-11";15.2
"1987-12-12";13.9
"1987-12-13";15.0
"1987-12-14";16.2
"1987-12-15";17.7
"1987-12-16";20.5
"1987-12-17";14.7
"1987-12-18";12.5
"1987-12-19";10.9
"1987-12-20";12.8
"1987-12-21";12.7
"1987-12-22";11.2
"1987-12-23";11.4
"1987-12-24";11.2
"1987-12-25";12.1
"1987-12-26";12.7
"1987-12-27";16.2
"1987-12-28";14.2
"1987-12-29";14.3
"1987-12-30";13.3
"1987-12-31";16.7
"1988-01-01";15.3
"1988-01-02";14.3
"1988-01-03";13.5
"1988-01-04";15.0
"1988-01-05";13.6
"1988-01-06";15.2
"1988-01-07";17.0
"1988-01-08";18.7
"1988-01-09";16.5
"1988-01-10";17.4
"1988-01-11";18.3
"1988-01-12";18.3
"1988-01-13";22.4
"1988-01-14";21.4
"1988-01-15";20.9
"1988-01-16";17.6
"1988-01-17";15.5
"1988-01-18";16.6
"1988-01-19";16.2
"1988-01-20";15.6
"1988-01-21";14.5
"1988-01-22";14.0
"1988-01-23";15.6
"1988-01-24";12.3
"1988-01-25";11.6
"1988-01-26";12.6
"1988-01-27";14.9
"1988-01-28";17.3
"1988-01-29";21.4
"1988-01-30";23.4
"1988-01-31";14.4
"1988-02-01";14.1
"1988-02-02";15.0
"1988-02-03";14.5
"1988-02-04";15.1
"1988-02-05";13.9
"1988-02-06";13.4
"1988-02-07";9.2
"1988-02-08";12.5
"1988-02-09";15.1
"1988-02-10";12.1
"1988-02-11";14.5
"1988-02-12";16.3
"1988-02-13";16.5
"1988-02-14";14.9
"1988-02-15";13.2
"1988-02-16";11.8
"1988-02-17";13.6
"1988-02-18";16.2
"1988-02-19";14.1
"1988-02-20";13.5
"1988-02-21";15.0
"1988-02-22";14.8
"1988-02-23";16.2
"1988-02-24";16.2
"1988-02-25";13.3
"1988-02-26";15.3
"1988-02-27";18.4
"1988-02-28";16.2
"1988-02-29";16.3
"1988-03-01";12.4
"1988-03-02";15.6
"1988-03-03";14.9
"1988-03-04";14.8
"1988-03-05";12.7
"1988-03-06";14.2
"1988-03-07";16.8
"1988-03-08";16.7
"1988-03-09";16.2
"1988-03-10";14.5
"1988-03-11";10.0
"1988-03-12";12.6
"1988-03-13";11.9
"1988-03-14";11.8
"1988-03-15";13.4
"1988-03-16";14.5
"1988-03-17";15.7
"1988-03-18";15.3
"1988-03-19";13.9
"1988-03-20";13.7
"1988-03-21";15.1
"1988-03-22";15.6
"1988-03-23";14.4
"1988-03-24";13.9
"1988-03-25";16.2
"1988-03-26";16.7
"1988-03-27";15.5
"1988-03-28";16.4
"1988-03-29";17.5
"1988-03-30";18.2
"1988-03-31";16.1
"1988-04-01";16.5
"1988-04-02";14.6
"1988-04-03";16.4
"1988-04-04";13.6
"1988-04-05";15.9
"1988-04-06";11.9
"1988-04-07";14.7
"1988-04-08";9.4
"1988-04-09";6.6
"1988-04-10";7.9
"1988-04-11";11.0
"1988-04-12";15.7
"1988-04-13";15.2
"1988-04-14";15.9
"1988-04-15";10.6
"1988-04-16";8.3
"1988-04-17";8.6
"1988-04-18";12.7
"1988-04-19";10.5
"1988-04-20";12.0
"1988-04-21";11.1
"1988-04-22";13.0
"1988-04-23";12.4
"1988-04-24";13.3
"1988-04-25";15.9
"1988-04-26";12.0
"1988-04-27";13.7
"1988-04-28";17.6
"1988-04-29";14.3
"1988-04-30";13.7
"1988-05-01";15.2
"1988-05-02";14.5
"1988-05-03";14.9
"1988-05-04";15.5
"1988-05-05";16.4
"1988-05-06";14.5
"1988-05-07";12.6
"1988-05-08";13.6
"1988-05-09";11.2
"1988-05-10";11.0
"1988-05-11";12.0
"1988-05-12";6.8
"1988-05-13";10.6
"1988-05-14";13.1
"1988-05-15";13.5
"1988-05-16";11.7
"1988-05-17";13.2
"1988-05-18";12.0
"1988-05-19";10.4
"1988-05-20";10.0
"1988-05-21";8.2
"1988-05-22";9.4
"1988-05-23";10.3
"1988-05-24";8.1
"1988-05-25";8.7
"1988-05-26";12.6
"1988-05-27";10.9
"1988-05-28";8.7
"1988-05-29";9.3
"1988-05-30";6.3
"1988-05-31";7.8
"1988-06-01";10.0
"1988-06-02";11.0
"1988-06-03";11.1
"1988-06-04";12.6
"1988-06-05";10.2
"1988-06-06";11.1
"1988-06-07";8.7
"1988-06-08";9.5
"1988-06-09";9.7
"1988-06-10";8.2
"1988-06-11";5.0
"1988-06-12";6.5
"1988-06-13";12.1
"1988-06-14";8.9
"1988-06-15";6.1
"1988-06-16";2.8
"1988-06-17";3.7
"1988-06-18";6.8
"1988-06-19";6.6
"1988-06-20";7.0
"1988-06-21";7.3
"1988-06-22";7.9
"1988-06-23";10.6
"1988-06-24";8.1
"1988-06-25";6.7
"1988-06-26";8.0
"1988-06-27";10.0
"1988-06-28";6.7
"1988-06-29";9.4
"1988-06-30";9.3
"1988-07-01";6.0
"1988-07-02";5.8
"1988-07-03";4.9
"1988-07-04";5.0
"1988-07-05";8.4
"1988-07-06";12.3
"1988-07-07";13.0
"1988-07-08";11.4
"1988-07-09";6.8
"1988-07-10";7.6
"1988-07-11";12.4
"1988-07-12";7.1
"1988-07-13";7.5
"1988-07-14";10.0
"1988-07-15";5.3
"1988-07-16";6.3
"1988-07-17";8.0
"1988-07-18";8.3
"1988-07-19";9.3
"1988-07-20";9.5
"1988-07-21";5.6
"1988-07-22";7.0
"1988-07-23";8.5
"1988-07-24";8.5
"1988-07-25";8.2
"1988-07-26";8.5
"1988-07-27";9.6
"1988-07-28";9.7
"1988-07-29";7.1
"1988-07-30";8.4
"1988-07-31";9.2
"1988-08-01";9.8
"1988-08-02";8.1
"1988-08-03";9.4
"1988-08-04";10.0
"1988-08-05";5.1
"1988-08-06";6.7
"1988-08-07";6.9
"1988-08-08";6.8
"1988-08-09";8.6
"1988-08-10";9.1
"1988-08-11";3.9
"1988-08-12";4.8
"1988-08-13";8.4
"1988-08-14";11.6
"1988-08-15";12.1
"1988-08-16";12.4
"1988-08-17";10.0
"1988-08-18";10.1
"1988-08-19";9.7
"1988-08-20";11.7
"1988-08-21";7.9
"1988-08-22";8.6
"1988-08-23";7.7
"1988-08-24";5.8
"1988-08-25";8.7
"1988-08-26";10.6
"1988-08-27";6.7
"1988-08-28";8.8
"1988-08-29";9.7
"1988-08-30";9.0
"1988-08-31";11.8
"1988-09-01";15.2
"1988-09-02";10.0
"1988-09-03";10.5
"1988-09-04";5.5
"1988-09-05";9.4
"1988-09-06";8.8
"1988-09-07";5.3
"1988-09-08";13.0
"1988-09-09";15.2
"1988-09-10";13.2
"1988-09-11";11.5
"1988-09-12";6.8
"1988-09-13";4.7
"1988-09-14";5.2
"1988-09-15";6.8
"1988-09-16";10.7
"1988-09-17";10.1
"1988-09-18";10.0
"1988-09-19";9.8
"1988-09-20";5.5
"1988-09-21";13.5
"1988-09-22";16.6
"1988-09-23";8.4
"1988-09-24";8.2
"1988-09-25";11.1
"1988-09-26";10.8
"1988-09-27";8.8
"1988-09-28";10.8
"1988-09-29";8.7
"1988-09-30";12.4
"1988-10-01";9.0
"1988-10-02";13.5
"1988-10-03";14.7
"1988-10-04";10.9
"1988-10-05";8.5
"1988-10-06";6.0
"1988-10-07";12.7
"1988-10-08";11.1
"1988-10-09";8.7
"1988-10-10";12.3
"1988-10-11";13.3
"1988-10-12";5.6
"1988-10-13";13.7
"1988-10-14";8.5
"1988-10-15";11.2
"1988-10-16";8.7
"1988-10-17";11.7
"1988-10-18";12.5
"1988-10-19";8.2
"1988-10-20";15.6
"1988-10-21";10.3
"1988-10-22";11.4
"1988-10-23";9.7
"1988-10-24";6.3
"1988-10-25";14.3
"1988-10-26";11.3
"1988-10-27";7.3
"1988-10-28";12.8
"1988-10-29";11.9
"1988-10-30";14.3
"1988-10-31";11.6
"1988-11-01";13.2
"1988-11-02";15.5
"1988-11-03";14.1
"1988-11-04";9.5
"1988-11-05";7.2
"1988-11-06";11.8
"1988-11-07";16.8
"1988-11-08";12.5
"1988-11-09";9.4
"1988-11-10";11.9
"1988-11-11";10.3
"1988-11-12";16.9
"1988-11-13";17.5
"1988-11-14";7.5
"1988-11-15";8.6
"1988-11-16";11.1
"1988-11-17";11.5
"1988-11-18";10.7
"1988-11-19";15.7
"1988-11-20";12.8
"1988-11-21";13.0
"1988-11-22";12.9
"1988-11-23";14.3
"1988-11-24";13.7
"1988-11-25";12.1
"1988-11-26";11.9
"1988-11-27";11.8
"1988-11-28";11.4
"1988-11-29";10.3
"1988-11-30";11.7
"1988-12-01";12.0
"1988-12-02";17.4
"1988-12-03";16.8
"1988-12-04";16.2
"1988-12-05";13.0
"1988-12-06";12.5
"1988-12-07";12.4
"1988-12-08";16.1
"1988-12-09";20.2
"1988-12-10";14.3
"1988-12-11";11.0
"1988-12-12";14.4
"1988-12-13";15.7
"1988-12-14";19.7
"1988-12-15";20.7
"1988-12-16";23.9
"1988-12-17";16.6
"1988-12-18";17.5
"1988-12-19";14.9
"1988-12-20";13.6
"1988-12-21";11.9
"1988-12-22";15.2
"1988-12-23";17.3
"1988-12-24";19.8
"1988-12-25";15.8
"1988-12-26";9.5
"1988-12-27";12.9
"1988-12-28";12.9
"1988-12-29";14.8
"1988-12-30";14.1
"1989-01-01";14.3
"1989-01-02";17.4
"1989-01-03";18.5
"1989-01-04";16.8
"1989-01-05";11.5
"1989-01-06";9.5
"1989-01-07";12.2
"1989-01-08";15.7
"1989-01-09";16.3
"1989-01-10";13.6
"1989-01-11";12.6
"1989-01-12";13.8
"1989-01-13";12.1
"1989-01-14";13.4
"1989-01-15";17.3
"1989-01-16";19.4
"1989-01-17";16.6
"1989-01-18";13.9
"1989-01-19";13.1
"1989-01-20";16.0
"1989-01-21";14.5
"1989-01-22";15.0
"1989-01-23";12.6
"1989-01-24";12.5
"1989-01-25";15.2
"1989-01-26";16.2
"1989-01-27";16.5
"1989-01-28";20.1
"1989-01-29";20.6
"1989-01-30";16.9
"1989-01-31";16.5
"1989-02-01";16.1
"1989-02-02";14.4
"1989-02-03";16.3
"1989-02-04";15.7
"1989-02-05";14.2
"1989-02-06";13.2
"1989-02-07";16.8
"1989-02-08";18.5
"1989-02-09";16.7
"1989-02-10";15.3
"1989-02-11";15.9
"1989-02-12";15.2
"1989-02-13";17.5
"1989-02-14";18.3
"1989-02-15";19.4
"1989-02-16";19.4
"1989-02-17";19.5
"1989-02-18";20.5
"1989-02-19";15.7
"1989-02-20";15.0
"1989-02-21";16.1
"1989-02-22";14.3
"1989-02-23";13.0
"1989-02-24";16.2
"1989-02-25";17.7
"1989-02-26";13.2
"1989-02-27";15.8
"1989-02-28";18.5
"1989-03-01";20.4
"1989-03-02";22.0
"1989-03-03";19.7
"1989-03-04";19.6
"1989-03-05";20.3
"1989-03-06";18.3
"1989-03-07";18.9
"1989-03-08";20.3
"1989-03-09";21.4
"1989-03-10";18.3
"1989-03-11";17.8
"1989-03-12";17.7
"1989-03-13";12.8
"1989-03-14";15.1
"1989-03-15";15.0
"1989-03-16";14.8
"1989-03-17";12.0
"1989-03-18";12.5
"1989-03-19";15.0
"1989-03-20";17.1
"1989-03-21";17.3
"1989-03-22";16.9
"1989-03-23";16.5
"1989-03-24";13.6
"1989-03-25";13.2
"1989-03-26";9.4
"1989-03-27";9.5
"1989-03-28";11.8
"1989-03-29";10.4
"1989-03-30";9.7
"1989-03-31";12.6
"1989-04-01";13.3
"1989-04-02";15.1
"1989-04-03";14.2
"1989-04-04";14.2
"1989-04-05";19.2
"1989-04-06";12.6
"1989-04-07";14.2
"1989-04-08";11.9
"1989-04-09";13.9
"1989-04-10";13.5
"1989-04-11";15.3
"1989-04-12";13.9
"1989-04-13";14.0
"1989-04-14";12.9
"1989-04-15";8.5
"1989-04-16";11.4
"1989-04-17";10.9
"1989-04-18";12.0
"1989-04-19";8.6
"1989-04-20";9.0
"1989-04-21";9.6
"1989-04-22";10.2
"1989-04-23";9.8
"1989-04-24";8.3
"1989-04-25";11.0
"1989-04-26";11.9
"1989-04-27";14.0
"1989-04-28";15.8
"1989-04-29";14.5
"1989-04-30";13.2
"1989-05-01";14.2
"1989-05-02";14.6
"1989-05-03";11.8
"1989-05-04";14.4
"1989-05-05";10.4
"1989-05-06";10.3
"1989-05-07";10.8
"1989-05-08";10.5
"1989-05-09";9.5
"1989-05-10";12.5
"1989-05-11";13.7
"1989-05-12";12.7
"1989-05-13";11.9
"1989-05-14";11.4
"1989-05-15";9.7
"1989-05-16";8.3
"1989-05-17";8.1
"1989-05-18";11.7
"1989-05-19";11.6
"1989-05-20";7.4
"1989-05-21";5.2
"1989-05-22";11.0
"1989-05-23";9.5
"1989-05-24";9.2
"1989-05-25";10.7
"1989-05-26";9.0
"1989-05-27";10.2
"1989-05-28";10.3
"1989-05-29";12.1
"1989-05-30";13.2
"1989-05-31";6.6
"1989-06-01";2.3
"1989-06-02";1.4
"1989-06-03";2.1
"1989-06-04";6.6
"1989-06-05";8.9
"1989-06-06";7.8
"1989-06-07";9.0
"1989-06-08";10.3
"1989-06-09";7.9
"1989-06-10";7.2
"1989-06-11";8.6
"1989-06-12";8.8
"1989-06-13";6.2
"1989-06-14";9.5
"1989-06-15";10.2
"1989-06-16";9.7
"1989-06-17";11.2
"1989-06-18";10.2
"1989-06-19";10.1
"1989-06-20";8.1
"1989-06-21";6.6
"1989-06-22";5.0
"1989-06-23";4.7
"1989-06-24";5.3
"1989-06-25";4.5
"1989-06-26";2.3
"1989-06-27";1.4
"1989-06-28";0.5
"1989-06-29";2.4
"1989-06-30";8.0
"1989-07-01";6.0
"1989-07-02";7.1
"1989-07-03";9.7
"1989-07-04";6.9
"1989-07-05";5.3
"1989-07-06";7.0
"1989-07-07";6.2
"1989-07-08";7.0
"1989-07-09";9.7
"1989-07-10";8.0
"1989-07-11";8.5
"1989-07-12";7.1
"1989-07-13";7.5
"1989-07-14";3.3
"1989-07-15";1.8
"1989-07-16";2.6
"1989-07-17";5.3
"1989-07-18";5.8
"1989-07-19";5.8
"1989-07-20";7.2
"1989-07-21";5.3
"1989-07-22";1.6
"1989-07-23";3.1
"1989-07-24";5.3
"1989-07-25";7.7
"1989-07-26";4.2
"1989-07-27";5.5
"1989-07-28";9.0
"1989-07-29";11.2
"1989-07-30";8.0
"1989-07-31";7.6
"1989-08-01";3.7
"1989-08-02";7.5
"1989-08-03";8.1
"1989-08-04";8.4
"1989-08-05";7.1
"1989-08-06";7.6
"1989-08-07";7.6
"1989-08-08";5.6
"1989-08-09";7.0
"1989-08-10";10.5
"1989-08-11";7.3
"1989-08-12";7.8
"1989-08-13";5.8
"1989-08-14";3.8
"1989-08-15";5.8
"1989-08-16";6.7
"1989-08-17";6.6
"1989-08-18";6.6
"1989-08-19";9.0
"1989-08-20";8.1
"1989-08-21";5.1
"1989-08-22";8.6
"1989-08-23";7.0
"1989-08-24";5.5
"1989-08-25";7.4
"1989-08-26";6.2
"1989-08-27";4.2
"1989-08-28";6.3
"1989-08-29";7.0
"1989-08-30";4.0
"1989-08-31";8.0
"1989-09-01";8.8
"1989-09-02";8.8
"1989-09-03";6.1
"1989-09-04";8.6
"1989-09-05";8.9
"1989-09-06";7.8
"1989-09-07";5.0
"1989-09-08";7.0
"1989-09-09";13.3
"1989-09-10";7.9
"1989-09-11";7.5
"1989-09-12";8.3
"1989-09-13";7.2
"1989-09-14";6.5
"1989-09-15";8.9
"1989-09-16";7.4
"1989-09-17";9.9
"1989-09-18";9.3
"1989-09-19";10.6
"1989-09-20";8.6
"1989-09-21";7.2
"1989-09-22";12.6
"1989-09-23";7.8
"1989-09-24";6.3
"1989-09-25";9.2
"1989-09-26";5.8
"1989-09-27";9.0
"1989-09-28";5.0
"1989-09-29";11.9
"1989-09-30";13.4
"1989-10-01";10.5
"1989-10-02";6.2
"1989-10-03";5.1
"1989-10-04";9.5
"1989-10-05";11.7
"1989-10-06";9.2
"1989-10-07";7.3
"1989-10-08";9.7
"1989-10-09";9.4
"1989-10-10";10.0
"1989-10-11";10.9
"1989-10-12";11.0
"1989-10-13";10.9
"1989-10-14";8.0
"1989-10-15";11.2
"1989-10-16";7.5
"1989-10-17";7.2
"1989-10-18";13.2
"1989-10-19";12.9
"1989-10-20";9.4
"1989-10-21";10.2
"1989-10-22";9.5
"1989-10-23";12.4
"1989-10-24";10.2
"1989-10-25";13.4
"1989-10-26";11.6
"1989-10-27";8.0
"1989-10-28";9.0
"1989-10-29";9.3
"1989-10-30";13.5
"1989-10-31";8.0
"1989-11-01";8.1
"1989-11-02";10.0
"1989-11-03";8.5
"1989-11-04";12.5
"1989-11-05";15.0
"1989-11-06";13.3
"1989-11-07";11.0
"1989-11-08";11.9
"1989-11-09";8.3
"1989-11-10";9.7
"1989-11-11";11.3
"1989-11-12";12.5
"1989-11-13";9.4
"1989-11-14";11.4
"1989-11-15";13.2
"1989-11-16";13.8
"1989-11-17";16.0
"1989-11-18";10.9
"1989-11-19";11.9
"1989-11-20";12.4
"1989-11-21";13.2
"1989-11-22";15.5
"1989-11-23";21.6
"1989-11-24";14.9
"1989-11-25";14.4
"1989-11-26";12.9
"1989-11-27";13.1
"1989-11-28";14.0
"1989-11-29";17.9
"1989-11-30";17.7
"1989-12-01";16.3
"1989-12-02";18.3
"1989-12-03";13.7
"1989-12-04";13.3
"1989-12-05";10.6
"1989-12-06";14.1
"1989-12-07";16.0
"1989-12-08";16.5
"1989-12-09";14.1
"1989-12-10";18.7
"1989-12-11";16.2
"1989-12-12";14.8
"1989-12-13";12.6
"1989-12-14";10.4
"1989-12-15";12.2
"1989-12-16";12.6
"1989-12-17";12.1
"1989-12-18";17.3
"1989-12-19";16.4
"1989-12-20";12.6
"1989-12-21";12.3
"1989-12-22";11.8
"1989-12-23";12.0
"1989-12-24";12.7
"1989-12-25";16.4
"1989-12-26";16.0
"1989-12-27";13.3
"1989-12-28";11.7
"1989-12-29";10.4
"1989-12-30";14.4
"1989-12-31";12.7
"1990-01-01";14.8
"1990-01-02";13.3
"1990-01-03";15.6
"1990-01-04";14.5
"1990-01-05";14.3
"1990-01-06";15.3
"1990-01-07";16.4
"1990-01-08";14.8
"1990-01-09";17.4
"1990-01-10";18.8
"1990-01-11";22.1
"1990-01-12";19.0
"1990-01-13";15.5
"1990-01-14";15.8
"1990-01-15";14.7
"1990-01-16";10.7
"1990-01-17";11.5
"1990-01-18";15.0
"1990-01-19";14.5
"1990-01-20";14.5
"1990-01-21";13.3
"1990-01-22";14.3
"1990-01-23";14.3
"1990-01-24";20.5
"1990-01-25";15.0
"1990-01-26";17.1
"1990-01-27";16.9
"1990-01-28";16.9
"1990-01-29";13.6
"1990-01-30";16.4
"1990-01-31";16.1
"1990-02-01";12.0
"1990-02-02";12.2
"1990-02-03";14.8
"1990-02-04";14.8
"1990-02-05";14.4
"1990-02-06";12.9
"1990-02-07";13.4
"1990-02-08";15.9
"1990-02-09";16.1
"1990-02-10";17.6
"1990-02-11";15.6
"1990-02-12";15.0
"1990-02-13";13.0
"1990-02-14";14.1
"1990-02-15";17.3
"1990-02-16";15.7
"1990-02-17";18.6
"1990-02-18";12.7
"1990-02-19";14.0
"1990-02-20";13.7
"1990-02-21";16.3
"1990-02-22";20.0
"1990-02-23";17.0
"1990-02-24";15.2
"1990-02-25";16.5
"1990-02-26";16.5
"1990-02-27";17.3
"1990-02-28";19.1
"1990-03-01";19.3
"1990-03-02";17.3
"1990-03-03";19.0
"1990-03-04";19.8
"1990-03-05";19.3
"1990-03-06";17.2
"1990-03-07";14.2
"1990-03-08";10.3
"1990-03-09";13.0
"1990-03-10";15.3
"1990-03-11";15.0
"1990-03-12";12.1
"1990-03-13";9.2
"1990-03-14";11.0
"1990-03-15";15.0
"1990-03-16";11.6
"1990-03-17";11.6
"1990-03-18";15.1
"1990-03-19";15.0
"1990-03-20";13.6
"1990-03-21";12.5
"1990-03-22";14.3
"1990-03-23";16.0
"1990-03-24";17.4
"1990-03-25";16.9
"1990-03-26";18.0
"1990-03-27";20.6
"1990-03-28";14.2
"1990-03-29";10.9
"1990-03-30";11.9
"1990-03-31";13.3
"1990-04-01";15.3
"1990-04-02";14.7
"1990-04-03";11.0
"1990-04-04";12.2
"1990-04-05";14.2
"1990-04-06";17.0
"1990-04-07";15.8
"1990-04-08";15.2
"1990-04-09";15.1
"1990-04-10";14.7
"1990-04-11";18.5
"1990-04-12";16.4
"1990-04-13";18.4
"1990-04-14";15.1
"1990-04-15";9.9
"1990-04-16";10.2
"1990-04-17";12.6
"1990-04-18";13.2
"1990-04-19";11.5
"1990-04-20";13.8
"1990-04-21";14.5
"1990-04-22";14.7
"1990-04-23";11.2
"1990-04-24";12.7
"1990-04-25";13.7
"1990-04-26";11.5
"1990-04-27";10.4
"1990-04-28";8.9
"1990-04-29";11.1
"1990-04-30";9.5
"1990-05-01";13.0
"1990-05-02";13.9
"1990-05-03";12.6
"1990-05-04";14.3
"1990-05-05";16.0
"1990-05-06";13.3
"1990-05-07";7.0
"1990-05-08";4.9
"1990-05-09";6.9
"1990-05-10";13.7
"1990-05-11";10.6
"1990-05-12";12.3
"1990-05-13";11.1
"1990-05-14";10.2
"1990-05-15";9.5
"1990-05-16";8.9
"1990-05-17";13.4
"1990-05-18";9.1
"1990-05-19";9.4
"1990-05-20";8.7
"1990-05-21";5.8
"1990-05-22";4.5
"1990-05-23";7.2
"1990-05-24";10.0
"1990-05-25";10.5
"1990-05-26";10.7
"1990-05-27";8.2
"1990-05-28";6.1
"1990-05-29";4.5
"1990-05-30";6.1
"1990-05-31";9.8
"1990-06-01";9.7
"1990-06-02";8.2
"1990-06-03";8.4
"1990-06-04";8.5
"1990-06-05";10.4
"1990-06-06";6.8
"1990-06-07";6.0
"1990-06-08";6.6
"1990-06-09";7.8
"1990-06-10";10.3
"1990-06-11";7.2
"1990-06-12";7.4
"1990-06-13";11.4
"1990-06-14";5.4
"1990-06-15";4.4
"1990-06-16";6.4
"1990-06-17";9.3
"1990-06-18";7.7
"1990-06-19";8.1
"1990-06-20";8.3
"1990-06-21";9.1
"1990-06-22";7.7
"1990-06-23";10.6
"1990-06-24";8.2
"1990-06-25";7.9
"1990-06-26";5.2
"1990-06-27";5.9
"1990-06-28";3.7
"1990-06-29";5.6
"1990-06-30";9.4
"1990-07-01";7.4
"1990-07-02";7.3
"1990-07-03";7.7
"1990-07-04";7.7
"1990-07-05";9.3
"1990-07-06";4.4
"1990-07-07";5.7
"1990-07-08";10.2
"1990-07-09";10.2
"1990-07-10";9.3
"1990-07-11";5.4
"1990-07-12";5.0
"1990-07-13";7.6
"1990-07-14";9.6
"1990-07-15";10.4
"1990-07-16";11.2
"1990-07-17";9.1
"1990-07-18";11.2
"1990-07-19";6.8
"1990-07-20";8.3
"1990-07-21";9.7
"1990-07-22";9.6
"1990-07-23";9.8
"1990-07-24";10.8
"1990-07-25";9.2
"1990-07-26";6.5
"1990-07-27";8.1
"1990-07-28";7.3
"1990-07-29";7.9
"1990-07-30";6.0
"1990-07-31";5.0
"1990-08-01";6.8
"1990-08-02";9.8
"1990-08-03";5.7
"1990-08-04";8.6
"1990-08-05";10.6
"1990-08-06";7.8
"1990-08-07";7.7
"1990-08-08";8.6
"1990-08-09";6.5
"1990-08-10";6.9
"1990-08-11";6.4
"1990-08-12";8.5
"1990-08-13";7.8
"1990-08-14";9.3
"1990-08-15";8.4
"1990-08-16";7.8
"1990-08-17";7.4
"1990-08-18";7.7
"1990-08-19";8.9
"1990-08-20";9.7
"1990-08-21";9.9
"1990-08-22";6.1
"1990-08-23";6.6
"1990-08-24";7.6
"1990-08-25";7.4
"1990-08-26";8.0
"1990-08-27";2.1
"1990-08-28";5.9
"1990-08-29";11.6
"1990-08-30";8.6
"1990-08-31";7.9
"1990-09-01";6.0
"1990-09-02";9.5
"1990-09-03";8.6
"1990-09-04";7.6
"1990-09-05";10.4
"1990-09-06";10.3
"1990-09-07";7.5
"1990-09-08";3.0
"1990-09-09";5.3
"1990-09-10";10.5
"1990-09-11";14.6
"1990-09-12";12.6
"1990-09-13";9.8
"1990-09-14";7.2
"1990-09-15";10.1
"1990-09-16";10.4
"1990-09-17";3.7
"1990-09-18";7.3
"1990-09-19";11.6
"1990-09-20";16.3
"1990-09-21";9.6
"1990-09-22";6.8
"1990-09-23";5.2
"1990-09-24";10.6
"1990-09-25";16.3
"1990-09-26";9.8
"1990-09-27";4.6
"1990-09-28";11.1
"1990-09-29";8.7
"1990-09-30";10.0
"1990-10-01";11.3
"1990-10-02";10.5
"1990-10-03";9.9
"1990-10-04";11.0
"1990-10-05";14.0
"1990-10-06";9.2
"1990-10-07";9.8
"1990-10-08";6.0
"1990-10-09";9.8
"1990-10-10";9.2
"1990-10-11";11.8
"1990-10-12";10.3
"1990-10-13";7.5
"1990-10-14";7.7
"1990-10-15";15.8
"1990-10-16";14.6
"1990-10-17";10.5
"1990-10-18";11.3
"1990-10-19";10.9
"1990-10-20";6.4
"1990-10-21";10.9
"1990-10-22";9.0
"1990-10-23";10.9
"1990-10-24";12.4
"1990-10-25";11.6
"1990-10-26";13.3
"1990-10-27";14.4
"1990-10-28";18.4
"1990-10-29";13.6
"1990-10-30";14.9
"1990-10-31";14.8
"1990-11-01";15.4
"1990-11-02";11.8
"1990-11-03";13.0
"1990-11-04";11.1
"1990-11-05";12.5
"1990-11-06";18.3
"1990-11-07";19.2
"1990-11-08";15.4
"1990-11-09";13.1
"1990-11-10";11.5
"1990-11-11";8.6
"1990-11-12";12.6
"1990-11-13";13.8
"1990-11-14";14.6
"1990-11-15";13.2
"1990-11-16";12.3
"1990-11-17";8.8
"1990-11-18";10.7
"1990-11-19";9.9
"1990-11-20";8.3
"1990-11-21";15.0
"1990-11-22";12.2
"1990-11-23";10.5
"1990-11-24";11.1
"1990-11-25";13.0
"1990-11-26";12.9
"1990-11-27";8.8
"1990-11-28";14.7
"1990-11-29";14.7
"1990-11-30";12.7
"1990-12-01";13.3
"1990-12-02";13.2
"1990-12-03";16.2
"1990-12-04";17.3
"1990-12-05";20.5
"1990-12-06";20.2
"1990-12-07";19.4
"1990-12-08";15.5
"1990-12-09";14.1
"1990-12-10";11.0
"1990-12-11";11.1
"1990-12-12";14.0
"1990-12-13";11.4
"1990-12-14";12.5
"1990-12-15";13.4
"1990-12-16";13.6
"1990-12-17";13.9
"1990-12-18";17.2
"1990-12-19";14.7
"1990-12-20";15.4
"1990-12-21";13.1
"1990-12-22";13.2
"1990-12-23";13.9
"1990-12-24";10.0
"1990-12-25";12.9
"1990-12-26";14.6
"1990-12-27";14.0
"1990-12-28";13.6
"1990-12-29";13.5
"1990-12-30";15.7
"1990-12-31";13.0
Display the source blob
Display the rendered blob
Raw
GeoPandas.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import geopandas as gpd"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import psycopg2 # (if it is postgres/postgis)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"con = psycopg2.connect(database=\"natural_earth2\", user=\"user\", password=\"user\",\n",
" host=\"localhost\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"sql = \"select the_geom, name from ne_10m_admin_0_countries\""
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"df = gpd.GeoDataFrame.from_postgis(sql, con, geom_col='the_geom' )"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\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>the_geom</th>\n",
" <th>name</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>(POLYGON ((-69.99693762899994 12.5775820980000...</td>\n",
" <td>Aruba</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>(POLYGON ((71.04980228700009 38.40866445000006...</td>\n",
" <td>Afghanistan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>(POLYGON ((11.73751945100008 -16.6925779829998...</td>\n",
" <td>Angola</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>(POLYGON ((-63.03766842399989 18.2129580750000...</td>\n",
" <td>Anguilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>(POLYGON ((19.7477657470001 42.57890085900004,...</td>\n",
" <td>Albania</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>(POLYGON ((-168.160471158 -14.52092864399992, ...</td>\n",
" <td>American Samoa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>(POLYGON ((-162.4090470039999 -82.896416924999...</td>\n",
" <td>Antarctica</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>(POLYGON ((-48.54259192599991 -27.816664320999...</td>\n",
" <td>Brazil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>(POLYGON ((-59.4269099599999 13.16038646000004...</td>\n",
" <td>Barbados</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>(POLYGON ((81.77901818800012 30.35804473900015...</td>\n",
" <td>Nepal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>(POLYGON ((20.92017662900014 59.90924713700015...</td>\n",
" <td>Aland</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>(POLYGON ((1.707006470000124 42.50278147400007...</td>\n",
" <td>Andorra</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>(POLYGON ((53.86304772200018 24.23468659100011...</td>\n",
" <td>United Arab Emirates</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>(POLYGON ((-68.65412350199992 -54.886244398999...</td>\n",
" <td>Argentina</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>(POLYGON ((45.54717289200019 40.62155263300004...</td>\n",
" <td>Armenia</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>(POLYGON ((22.91956180800011 43.83422475200004...</td>\n",
" <td>Bulgaria</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>(POLYGON ((70.01612389400006 -49.5642229149998...</td>\n",
" <td>Fr. S. Antarctic Lands</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>(POLYGON ((50.55160566500012 26.19424062700008...</td>\n",
" <td>Bahrain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>(POLYGON ((-73.03392986299988 21.1567314900000...</td>\n",
" <td>Bahamas</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>(POLYGON ((-61.77301998599995 17.1265322940000...</td>\n",
" <td>Antigua and Barb.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>(POLYGON ((158.8657332690001 -54.7499325499998...</td>\n",
" <td>Australia</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>(POLYGON ((15.16179244000017 48.93722076400005...</td>\n",
" <td>Austria</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>(POLYGON ((45.07499903900012 39.74982027200004...</td>\n",
" <td>Azerbaijan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>(POLYGON ((16.94152876800013 45.24121897400003...</td>\n",
" <td>Bosnia and Herz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>(POLYGON ((-79.9892878899999 15.79494863500014...</td>\n",
" <td>Bajo Nuevo Bank (Petrel Is.)</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>(POLYGON ((-62.83885657499991 17.8819847680000...</td>\n",
" <td>St-Barthélemy</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>(POLYGON ((28.14890669700014 56.14241404300006...</td>\n",
" <td>Belarus</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>(POLYGON ((-67.25609290299985 -55.828871351999...</td>\n",
" <td>Chile</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>(POLYGON ((111.2046004570001 15.77924225500009...</td>\n",
" <td>China</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>(POLYGON ((30.4150732830002 -2.313087665999916...</td>\n",
" <td>Burundi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>224</th>\n",
" <td>(POLYGON ((70.61990604700011 39.85069529200008...</td>\n",
" <td>Tajikistan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>225</th>\n",
" <td>(POLYGON ((53.10206139400006 38.75507233300003...</td>\n",
" <td>Turkmenistan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>226</th>\n",
" <td>(POLYGON ((-56.90636674000001 -30.108548685999...</td>\n",
" <td>Uruguay</td>\n",
" </tr>\n",
" <tr>\n",
" <th>227</th>\n",
" <td>(POLYGON ((-155.6065189699999 20.1379555660000...</td>\n",
" <td>United States</td>\n",
" </tr>\n",
" <tr>\n",
" <th>228</th>\n",
" <td>(POLYGON ((12.45313691700014 41.90275194100008...</td>\n",
" <td>Vatican</td>\n",
" </tr>\n",
" <tr>\n",
" <th>229</th>\n",
" <td>(POLYGON ((124.3545589600002 -9.36418182399991...</td>\n",
" <td>Timor-Leste</td>\n",
" </tr>\n",
" <tr>\n",
" <th>230</th>\n",
" <td>(POLYGON ((-176.2070206369999 -22.338799737999...</td>\n",
" <td>Tonga</td>\n",
" </tr>\n",
" <tr>\n",
" <th>231</th>\n",
" <td>(POLYGON ((-60.90729732999992 10.8371442730001...</td>\n",
" <td>Trinidad and Tobago</td>\n",
" </tr>\n",
" <tr>\n",
" <th>232</th>\n",
" <td>(POLYGON ((10.92994225400011 33.89630768400006...</td>\n",
" <td>Tunisia</td>\n",
" </tr>\n",
" <tr>\n",
" <th>233</th>\n",
" <td>(POLYGON ((26.04004967500009 39.84503815300009...</td>\n",
" <td>Turkey</td>\n",
" </tr>\n",
" <tr>\n",
" <th>234</th>\n",
" <td>(POLYGON ((179.9060978520001 -9.41863372199991...</td>\n",
" <td>Tuvalu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>235</th>\n",
" <td>(POLYGON ((-75.18395510799991 19.9335941640001...</td>\n",
" <td>USNB Guantanamo Bay</td>\n",
" </tr>\n",
" <tr>\n",
" <th>236</th>\n",
" <td>(POLYGON ((71.75730432100025 39.90309519400004...</td>\n",
" <td>Uzbekistan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>237</th>\n",
" <td>(POLYGON ((121.5876570970002 22.01386139500006...</td>\n",
" <td>Taiwan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</th>\n",
" <td>(POLYGON ((39.74916454600023 -8.06549243299991...</td>\n",
" <td>Tanzania</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</th>\n",
" <td>(POLYGON ((34.10802616400019 3.868938091000089...</td>\n",
" <td>Uganda</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</th>\n",
" <td>(POLYGON ((29.8074650400001 45.61432526200012,...</td>\n",
" <td>Ukraine</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>(POLYGON ((-61.43272864499991 12.5878360050000...</td>\n",
" <td>St. Vin. and Gren.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>(POLYGON ((-61.39027141599991 8.58058085300008...</td>\n",
" <td>Venezuela</td>\n",
" </tr>\n",
" <tr>\n",
" <th>243</th>\n",
" <td>(POLYGON ((-64.56786048099988 18.3373884140000...</td>\n",
" <td>British Virgin Is.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>244</th>\n",
" <td>(POLYGON ((-64.73078365799995 17.7652855490000...</td>\n",
" <td>U.S. Virgin Is.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>245</th>\n",
" <td>(POLYGON ((106.6687117850002 8.753485419000114...</td>\n",
" <td>Vietnam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246</th>\n",
" <td>(POLYGON ((169.8381453790001 -20.2486304669999...</td>\n",
" <td>Vanuatu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>247</th>\n",
" <td>(POLYGON ((-178.0467423169999 -14.312595309999...</td>\n",
" <td>Wallis and Futuna Is.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>248</th>\n",
" <td>(POLYGON ((32.84080876400014 34.69946744100011...</td>\n",
" <td>Akrotiri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>249</th>\n",
" <td>(POLYGON ((-171.5700170559999 -13.938164971999...</td>\n",
" <td>Samoa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>250</th>\n",
" <td>(POLYGON ((53.3082394570001 12.11839453700013,...</td>\n",
" <td>Yemen</td>\n",
" </tr>\n",
" <tr>\n",
" <th>251</th>\n",
" <td>(POLYGON ((37.86378014400006 -46.9408505189998...</td>\n",
" <td>South Africa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</th>\n",
" <td>(POLYGON ((31.1198364670002 -8.616630553999926...</td>\n",
" <td>Zambia</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</th>\n",
" <td>(POLYGON ((30.01065352400013 -15.6462273149999...</td>\n",
" <td>Zimbabwe</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>254 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" the_geom \\\n",
"0 (POLYGON ((-69.99693762899994 12.5775820980000... \n",
"1 (POLYGON ((71.04980228700009 38.40866445000006... \n",
"2 (POLYGON ((11.73751945100008 -16.6925779829998... \n",
"3 (POLYGON ((-63.03766842399989 18.2129580750000... \n",
"4 (POLYGON ((19.7477657470001 42.57890085900004,... \n",
"5 (POLYGON ((-168.160471158 -14.52092864399992, ... \n",
"6 (POLYGON ((-162.4090470039999 -82.896416924999... \n",
"7 (POLYGON ((-48.54259192599991 -27.816664320999... \n",
"8 (POLYGON ((-59.4269099599999 13.16038646000004... \n",
"9 (POLYGON ((81.77901818800012 30.35804473900015... \n",
"10 (POLYGON ((20.92017662900014 59.90924713700015... \n",
"11 (POLYGON ((1.707006470000124 42.50278147400007... \n",
"12 (POLYGON ((53.86304772200018 24.23468659100011... \n",
"13 (POLYGON ((-68.65412350199992 -54.886244398999... \n",
"14 (POLYGON ((45.54717289200019 40.62155263300004... \n",
"15 (POLYGON ((22.91956180800011 43.83422475200004... \n",
"16 (POLYGON ((70.01612389400006 -49.5642229149998... \n",
"17 (POLYGON ((50.55160566500012 26.19424062700008... \n",
"18 (POLYGON ((-73.03392986299988 21.1567314900000... \n",
"19 (POLYGON ((-61.77301998599995 17.1265322940000... \n",
"20 (POLYGON ((158.8657332690001 -54.7499325499998... \n",
"21 (POLYGON ((15.16179244000017 48.93722076400005... \n",
"22 (POLYGON ((45.07499903900012 39.74982027200004... \n",
"23 (POLYGON ((16.94152876800013 45.24121897400003... \n",
"24 (POLYGON ((-79.9892878899999 15.79494863500014... \n",
"25 (POLYGON ((-62.83885657499991 17.8819847680000... \n",
"26 (POLYGON ((28.14890669700014 56.14241404300006... \n",
"27 (POLYGON ((-67.25609290299985 -55.828871351999... \n",
"28 (POLYGON ((111.2046004570001 15.77924225500009... \n",
"29 (POLYGON ((30.4150732830002 -2.313087665999916... \n",
".. ... \n",
"224 (POLYGON ((70.61990604700011 39.85069529200008... \n",
"225 (POLYGON ((53.10206139400006 38.75507233300003... \n",
"226 (POLYGON ((-56.90636674000001 -30.108548685999... \n",
"227 (POLYGON ((-155.6065189699999 20.1379555660000... \n",
"228 (POLYGON ((12.45313691700014 41.90275194100008... \n",
"229 (POLYGON ((124.3545589600002 -9.36418182399991... \n",
"230 (POLYGON ((-176.2070206369999 -22.338799737999... \n",
"231 (POLYGON ((-60.90729732999992 10.8371442730001... \n",
"232 (POLYGON ((10.92994225400011 33.89630768400006... \n",
"233 (POLYGON ((26.04004967500009 39.84503815300009... \n",
"234 (POLYGON ((179.9060978520001 -9.41863372199991... \n",
"235 (POLYGON ((-75.18395510799991 19.9335941640001... \n",
"236 (POLYGON ((71.75730432100025 39.90309519400004... \n",
"237 (POLYGON ((121.5876570970002 22.01386139500006... \n",
"238 (POLYGON ((39.74916454600023 -8.06549243299991... \n",
"239 (POLYGON ((34.10802616400019 3.868938091000089... \n",
"240 (POLYGON ((29.8074650400001 45.61432526200012,... \n",
"241 (POLYGON ((-61.43272864499991 12.5878360050000... \n",
"242 (POLYGON ((-61.39027141599991 8.58058085300008... \n",
"243 (POLYGON ((-64.56786048099988 18.3373884140000... \n",
"244 (POLYGON ((-64.73078365799995 17.7652855490000... \n",
"245 (POLYGON ((106.6687117850002 8.753485419000114... \n",
"246 (POLYGON ((169.8381453790001 -20.2486304669999... \n",
"247 (POLYGON ((-178.0467423169999 -14.312595309999... \n",
"248 (POLYGON ((32.84080876400014 34.69946744100011... \n",
"249 (POLYGON ((-171.5700170559999 -13.938164971999... \n",
"250 (POLYGON ((53.3082394570001 12.11839453700013,... \n",
"251 (POLYGON ((37.86378014400006 -46.9408505189998... \n",
"252 (POLYGON ((31.1198364670002 -8.616630553999926... \n",
"253 (POLYGON ((30.01065352400013 -15.6462273149999... \n",
"\n",
" name \n",
"0 Aruba \n",
"1 Afghanistan \n",
"2 Angola \n",
"3 Anguilla \n",
"4 Albania \n",
"5 American Samoa \n",
"6 Antarctica \n",
"7 Brazil \n",
"8 Barbados \n",
"9 Nepal \n",
"10 Aland \n",
"11 Andorra \n",
"12 United Arab Emirates \n",
"13 Argentina \n",
"14 Armenia \n",
"15 Bulgaria \n",
"16 Fr. S. Antarctic Lands \n",
"17 Bahrain \n",
"18 Bahamas \n",
"19 Antigua and Barb. \n",
"20 Australia \n",
"21 Austria \n",
"22 Azerbaijan \n",
"23 Bosnia and Herz. \n",
"24 Bajo Nuevo Bank (Petrel Is.) \n",
"25 St-Barthélemy \n",
"26 Belarus \n",
"27 Chile \n",
"28 China \n",
"29 Burundi \n",
".. ... \n",
"224 Tajikistan \n",
"225 Turkmenistan \n",
"226 Uruguay \n",
"227 United States \n",
"228 Vatican \n",
"229 Timor-Leste \n",
"230 Tonga \n",
"231 Trinidad and Tobago \n",
"232 Tunisia \n",
"233 Turkey \n",
"234 Tuvalu \n",
"235 USNB Guantanamo Bay \n",
"236 Uzbekistan \n",
"237 Taiwan \n",
"238 Tanzania \n",
"239 Uganda \n",
"240 Ukraine \n",
"241 St. Vin. and Gren. \n",
"242 Venezuela \n",
"243 British Virgin Is. \n",
"244 U.S. Virgin Is. \n",
"245 Vietnam \n",
"246 Vanuatu \n",
"247 Wallis and Futuna Is. \n",
"248 Akrotiri \n",
"249 Samoa \n",
"250 Yemen \n",
"251 South Africa \n",
"252 Zambia \n",
"253 Zimbabwe \n",
"\n",
"[254 rows x 2 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
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" vertical-align: middle;\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>the_geom</th>\n",
" <th>name</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>(POLYGON ((-69.99693762899994 12.5775820980000...</td>\n",
" <td>Aruba</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>(POLYGON ((71.04980228700009 38.40866445000006...</td>\n",
" <td>Afghanistan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>(POLYGON ((11.73751945100008 -16.6925779829998...</td>\n",
" <td>Angola</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>(POLYGON ((-63.03766842399989 18.2129580750000...</td>\n",
" <td>Anguilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>(POLYGON ((19.7477657470001 42.57890085900004,...</td>\n",
" <td>Albania</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" the_geom name\n",
"0 (POLYGON ((-69.99693762899994 12.5775820980000... Aruba\n",
"1 (POLYGON ((71.04980228700009 38.40866445000006... Afghanistan\n",
"2 (POLYGON ((11.73751945100008 -16.6925779829998... Angola\n",
"3 (POLYGON ((-63.03766842399989 18.2129580750000... Anguilla\n",
"4 (POLYGON ((19.7477657470001 42.57890085900004,... Albania"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7fc6f858c5d0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7fc6f85fef90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df.plot()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.15rc1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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